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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.
CLEC14A is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
53.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
50.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
33.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
32.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
23.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
21.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
20.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
7.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
CLEC14A is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
244.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
204.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
202.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
191.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
191.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
191.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
190.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
187.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
174.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
167.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
166.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
161.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
161.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
156.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
154.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
153.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
151.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
150.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
150.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
148.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
146.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
140.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
139.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
138.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
138.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
136.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
135.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
133.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
130.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
129.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
129.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
129.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
125.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
125.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
124.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
122.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
119.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
118.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
116.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
116.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
115.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
115.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
114.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
114.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
112.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
111.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
110.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
110.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
108.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
108.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
108.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
106.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
106.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
105.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
105.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
104.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
102.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
100.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
99.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
99.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
99.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
98.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
97.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
96.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
95.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
95.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
95.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
95.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
93.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
93.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
93.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
92.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
92.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
92.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
91.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
91.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
91.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
91.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
91.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
91.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
91.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
90.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
90.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
90.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
90.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
89.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
88.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
88.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
88.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
86.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
86.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
85.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
85.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
85.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
85.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
85.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
84.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
83.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
83.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
83.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
83.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
82.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
82.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
82.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
82.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
81.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
81.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
81.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
81.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
80.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
80.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
78.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
78.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
78.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
77.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
77.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
77.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
77.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
76.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
76.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
75.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
75.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
75.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
75.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
75.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
74.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
74.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
74.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
74.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
74.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
73.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
72.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
72.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
72.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
72.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
72.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
72.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
72.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
70.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
69.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
69.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
69.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
69.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
69.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
69.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
69.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
69.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
68.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
67.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
67.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
67.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
67.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
66.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
66.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
65.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
65.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
65.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
64.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
64.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
64.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
64.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
64.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
64.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
64.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
63.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
63.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
63.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
63.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
62.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
62.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
61.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
61.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
60.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
60.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
60.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
60.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
60.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
60.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
60.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
60.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
59.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
59.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
59.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
59.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
59.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
59.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
59.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
58.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
57.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
57.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
57.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
57.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
57.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
56.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
56.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
56.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
56.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
56.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
55.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
55.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
55.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
55.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
55.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
54.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
54.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
54.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
54.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
54.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
54.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
53.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
53.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
53.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
53.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
52.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
51.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
51.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
50.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
50.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
50.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
50.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
50.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
50.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
49.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
49.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
49.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
49.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
48.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
48.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
48.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
48.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
48.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
48.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
48.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
47.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
46.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
46.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
45.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
45.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
45.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
44.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
44.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
44.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
44.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
44.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
44.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
43.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
43.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
42.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
42.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
42.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
41.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
41.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
41.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
41.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
41.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
40.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
40.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
39.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
39.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
38.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
38.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
38.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
38.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
38.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
38.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
38.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
38.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
37.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
37.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
37.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
37.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
37.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
36.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
36.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
35.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
34.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
34.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
34.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
34.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
34.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
34.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
33.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
33.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
33.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
33.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
33.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
32.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
31.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
31.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
30.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
29.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
29.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
29.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
28.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
28.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
27.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
27.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
26.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
26.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
26.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
26.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
25.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
24.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
23.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
23.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
22.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
17.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
5.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
3.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
3.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 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.
CLEC14A is validated prognostic, high expression is favorable 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
52.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
185.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
179.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
135.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
133.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
124.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
112.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
110.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
109.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
108.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
106.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
104.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
104.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
101.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
99.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
95.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
93.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
92.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
92.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
86.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
85.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
84.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
81.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
78.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
77.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
77.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
75.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
73.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
72.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
72.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
71.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
67.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
66.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
61.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
60.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
58.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
57.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
55.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
53.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
45.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
45.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
43.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
43.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
39.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
34.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
32.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
30.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
28.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
25.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
17.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
11.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
5.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
4.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
4.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
4.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
CLEC14A is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
94.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
84.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
54.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
21.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
19.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
16.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
9.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
8.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
7.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
7.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
7.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
6.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
6.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
6.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
6.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
6.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
6.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
6.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
6.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
5.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
5.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
5.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
5.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
5.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
5.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
5.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
5.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
5.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
5.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
4.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
4.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
4.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
4.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
4.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
4.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
4.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
4.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
4.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
4.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
3.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
3.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
3.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
3.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
3.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
3.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
3.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
3.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
3.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
3.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
3.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
3.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
2.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
2.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
2.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
2.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
2.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
2.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
2.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025350003
Tumor
1.5
CPT0000640003
Tumor
1.2
CPT0079480003
Tumor
1.1
CPT0089020003
Tumor
1.0
CPT0077490003
Tumor
1.0
CPT0012080003
Tumor
1.0
CPT0088760003
Tumor
1.0
CPT0085670003
Tumor
1.0
CPT0088630003
Tumor
1.0
CPT0075720003
Tumor
0.9
CPT0078930003
Tumor
0.9
CPT0088900003
Tumor
0.9
CPT0009000003
Tumor
0.9
CPT0010160003
Tumor
0.9
CPT0071150004
Tumor
0.9
CPT0063320003
Tumor
0.8
CPT0023690003
Tumor
0.8
CPT0079270003
Tumor
0.8
CPT0014370004
Tumor
0.8
CPT0075560003
Tumor
0.8
CPT0012370003
Tumor
0.8
CPT0000780007
Tumor
0.8
CPT0017410003
Tumor
0.7
CPT0025110003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0079230003
Tumor
0.7
CPT0000870016
Tumor
0.7
CPT0092730003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0066480003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0086870003
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0006440003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0079410003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0092790003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0025580004
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0001510001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0088480003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0079300001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0025920001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0081880003
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0024670003
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0023710001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0001180009
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0023350003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0009020003
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0086820003
Tumor
-0.4
CPT0086830003
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0006530001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0088780001
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0017850003
Tumor
-0.5
CPT0063330001
Normal
-0.5
CPT0001340003
Tumor
-0.5
CPT0006730001
Normal
-0.5
CPT0079430001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0076330003
Tumor
-0.6
CPT0007870001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0089040001
Normal
-0.7
CPT0002270011
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0015730003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0011410003
Tumor
-0.9
CPT0088970003
Tumor
-0.9
CPT0078800003
Tumor
-1.0
CPT0012180003
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
