We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
POSTN 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
11.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
293.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
77.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
62.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
33.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
28.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
11.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
2.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
POSTN is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
713.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
438.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
402.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
370.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
318.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
298.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
284.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
279.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
270.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
265.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
252.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
242.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
240.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
235.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
232.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
229.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
227.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
224.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
218.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
215.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
208.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
206.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
201.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
199.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
193.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
191.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
185.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
184.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
174.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
174.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
170.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
170.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
163.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
162.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
161.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
157.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
155.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
146.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
146.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
140.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
136.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
130.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
129.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
128.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
128.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
127.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
127.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
121.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
119.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
118.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
118.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
114.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
114.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
111.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
111.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
110.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
107.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
107.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
106.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
105.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
102.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
102.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
101.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
101.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
101.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
96.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
92.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
90.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
88.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
86.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
85.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
85.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
84.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
84.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
84.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
84.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
83.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
79.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
79.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
78.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
78.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
78.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
77.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
77.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
75.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
74.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
74.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
73.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
72.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
69.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
68.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
67.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
66.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
66.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
66.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
65.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
64.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
64.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
63.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
63.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
63.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
62.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
62.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
62.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
60.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
59.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
59.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
58.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
58.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
58.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
57.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
57.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
56.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
55.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
55.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
55.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
55.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
55.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
55.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
54.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
54.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
54.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
54.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
52.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
52.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
52.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
52.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
51.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
51.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
51.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
51.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
51.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
51.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
50.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
50.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
50.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
49.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
49.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
49.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
49.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
48.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
48.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
47.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
46.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
45.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
45.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
45.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
44.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
44.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
43.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
43.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
43.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
43.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
43.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
43.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
42.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
42.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
42.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
42.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
42.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
42.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
41.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
39.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
39.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
39.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
39.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
38.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
37.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
37.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
37.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
37.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
37.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
36.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
36.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
36.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
35.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
35.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
34.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
34.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
34.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
34.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
33.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
33.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
33.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
32.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
32.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
32.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
32.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
32.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
31.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
31.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
30.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
29.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
29.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
29.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
29.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
29.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
28.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
26.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
26.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
26.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
25.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
22.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
22.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
22.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
21.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
21.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
21.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
19.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
18.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
17.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
16.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
11.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
10.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
10.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
8.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
6.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
6.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
6.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
6.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
6.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
6.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
6.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
5.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
5.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
5.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
4.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
4.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
4.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
4.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
4.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
3.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
3.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
3.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
3.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
3.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
3.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
2.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
POSTN is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
58.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1655.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
597.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
331.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
317.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
303.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
277.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
144.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
135.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
119.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
99.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
97.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
89.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
78.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
73.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
68.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
67.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
63.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
58.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
55.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
43.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
38.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
37.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
35.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
31.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
30.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
24.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
20.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
10.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
8.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
7.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
7.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
6.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
6.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
6.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
6.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
5.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
4.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
4.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
4.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
3.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
3.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
3.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
2.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
2.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.8
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.
POSTN is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
182.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
163.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
141.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
101.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
82.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
80.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
73.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
55.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
55.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
53.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
52.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
50.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
46.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
42.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
42.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
39.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
37.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
31.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
22.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
16.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
13.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
11.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
11.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
11.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
9.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
8.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
7.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
5.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
5.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
4.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
4.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
3.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
3.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
2.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
2.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
2.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
0.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
0.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
3.5
CPT0015910003
Tumor
3.0
CPT0066480003
Tumor
2.7
CPT0011240003
Tumor
2.6
CPT0000640003
Tumor
1.9
CPT0081990003
Tumor
1.9
CPT0092730003
Tumor
1.9
CPT0065690003
Tumor
1.8
CPT0014160003
Tumor
1.8
CPT0088630003
Tumor
1.8
CPT0088550004
Tumor
1.8
CPT0085670003
Tumor
1.6
CPT0007860003
Tumor
1.6
CPT0081600003
Tumor
1.5
CPT0077310003
Tumor
1.5
CPT0075560003
Tumor
1.5
CPT0025290003
Tumor
1.4
CPT0017410003
Tumor
1.4
CPT0092190003
Normal
1.4
CPT0092790003
Tumor
1.4
CPT0012670003
Tumor
1.3
CPT0078510003
Tumor
1.2
CPT0025230003
Tumor
1.2
CPT0065870003
Tumor
1.1
CPT0020120003
Tumor
1.1
CPT0017850003
Tumor
1.0
CPT0077490003
Tumor
1.0
CPT0092290003
Tumor
1.0
CPT0021240003
Tumor
1.0
CPT0000780007
Tumor
0.9
CPT0065750003
Tumor
0.9
CPT0023350003
Tumor
0.9
CPT0088900003
Tumor
0.9
CPT0069160003
Tumor
0.9
CPT0063320003
Tumor
0.9
CPT0015810003
Tumor
0.9
CPT0088690003
Tumor
0.8
CPT0023690003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0014370004
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0000870016
Tumor
0.7
CPT0079230003
Tumor
0.7
CPT0012280003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0002350011
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0025110003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0086360003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0065430003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0069000003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0064370003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0010120001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0015730003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0065810003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0066520001
Normal
-0.4
CPT0006440003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0012920003
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0025170003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0001260009
Tumor
-0.6
CPT0007470001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0078830003
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0001190001
Normal
-0.7
CPT0088710001
Normal
-0.7
CPT0065820001
Normal
-0.7
CPT0011410003
Tumor
-0.7
CPT0092310003
Normal
-0.8
CPT0086830003
Normal
-0.8
CPT0082010001
Normal
-0.9
CPT0018250001
Normal
-0.9
CPT0078530001
Normal
-0.9
CPT0009020003
Normal
-0.9
CPT0000890001
Normal
-0.9
CPT0076350001
Normal
-1.0
CPT0086890003
Normal
-1.0
CPT0001500009
Tumor
-1.0
CPT0017450001
Normal
-1.0
CPT0089040001
Normal
-1.0
CPT0077110003
Tumor
-1.0
CPT0026410003
Tumor
-1.1
CPT0079510001
Normal
-1.1
CPT0002370001
Normal
-1.1
CPT0077500001
Normal
-1.1
CPT0006530001
Normal
-1.1
CPT0006630003
Tumor
-1.1
CPT0078940001
Normal
-1.1
CPT0023360001
Normal
-1.1
CPT0092800003
Normal
-1.1
CPT0012090003
Normal
-1.1
CPT0088920001
Normal
-1.1
CPT0001270001
Normal
-1.2
CPT0063330001
Normal
-1.2
CPT0009080003
Normal
-1.2
CPT0069190001
Normal
-1.2
CPT0075170001
Normal
-1.2
CPT0013790003
Normal
-1.3
CPT0086950003
Tumor
-1.3
CPT0079180003
Tumor
-1.3
CPT0006950001
Normal
-1.4
CPT0010170001
Normal
-1.4
CPT0012570003
Normal
-1.4
CPT0078840001
Normal
-1.4
CPT0025610001
Normal
-1.4
CPT0001540009
Tumor
-1.4
CPT0000790001
Normal
-1.4
CPT0088500001
Normal
-1.4
CPT0092740003
Normal
-1.4
CPT0089480003
Normal
-1.4
CPT0014450004
Tumor
-1.5
CPT0063640001
Normal
-1.5
CPT0012770003
Normal
-1.5
CPT0081620001
Normal
-1.5
CPT0087050003
Normal
-1.5
CPT0086970003
Normal
-1.5
CPT0001550001
Normal
-1.5
CPT0078800003
Tumor
-1.5
CPT0075570001
Normal
-1.5
CPT0025920001
Normal
-1.5
CPT0077140001
Normal
-1.5
CPT0012180003
Tumor
-1.6
CPT0088780001
Normal
-1.6
CPT0026420001
Normal
-1.6
CPT0006730001
Normal
-1.7
CPT0086370003
Normal
-1.7
CPT0065450001
Normal
-1.7
CPT0012640003
Normal
-1.7
CPT0023710001
Normal
-1.7
CPT0088640003
Normal
-1.7
CPT0012550003
Tumor
-1.7
CPT0014350001
Normal
-1.7
CPT0079300001
Normal
-1.7
CPT0020130001
Normal
-1.7
CPT0079430001
Normal
-1.7
CPT0002270011
Tumor
-1.7
CPT0020020001
Normal
-1.8
CPT0001510001
Normal
-1.8
CPT0025050003
Tumor
-1.8
CPT0024670003
Tumor
-1.8
CPT0066430001
Normal
-1.9
CPT0019160001
Normal
-1.9
CPT0024680001
Normal
-1.9
CPT0078670001
Normal
-1.9
CPT0007870001
Normal
-1.9
CPT0001230001
Normal
-2.0
CPT0001350001
Normal
-2.0
CPT0064400001
Normal
-2.1
CPT0079000001
Normal
-2.2
CPT0088970003
Tumor
-2.2
CPT0078990003
Tumor
-2.2
Show allShow less
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.