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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GJA1 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
14.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
145.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
57.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
53.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
20.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
18.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
18.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
8.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
6.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
GJA1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
77.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
372.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
356.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
311.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
276.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
259.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
258.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
255.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
254.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
249.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
243.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
235.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
233.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
227.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
226.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
226.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
220.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
219.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
214.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
213.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
209.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
208.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
205.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
205.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
203.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
200.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
199.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
194.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
194.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
192.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
192.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
191.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
190.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
185.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
182.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
182.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
182.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
181.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
180.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
176.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
176.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
172.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
172.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
171.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
169.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
169.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
165.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
164.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
161.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
158.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
158.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
155.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
154.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
154.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
151.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
151.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
150.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
149.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
149.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
147.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
146.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
143.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
143.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
143.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
142.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
141.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
140.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
140.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
139.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
138.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
138.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
138.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
136.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
135.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
133.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
133.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
131.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
131.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
130.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
129.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
129.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
129.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
125.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
125.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
124.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
124.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
123.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
123.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
123.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
123.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
122.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
121.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
120.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
119.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
119.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
119.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
117.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
117.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
116.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
116.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
115.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
115.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
113.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
113.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
112.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
112.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
112.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
112.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
111.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
110.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
110.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
109.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
109.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
108.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
107.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
107.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
106.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
105.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
105.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
105.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
105.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
104.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
103.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
103.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
103.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
102.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
102.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
102.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
101.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
101.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
101.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
100.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
100.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
99.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
98.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
98.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
98.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
98.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
97.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
97.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
97.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
97.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
96.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
96.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
95.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
95.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
94.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
94.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
93.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
92.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
92.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
92.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
92.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
92.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
92.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
92.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
91.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
91.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
91.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
91.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
91.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
90.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
90.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
89.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
89.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
89.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
89.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
88.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
88.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
88.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
87.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
87.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
87.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
86.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
86.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
85.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
84.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
84.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
84.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
84.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
83.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
83.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
82.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
82.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
82.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
81.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
81.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
81.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
81.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
80.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
80.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
80.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
80.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
80.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
79.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
79.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
79.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
79.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
79.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
78.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
78.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
78.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
78.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
77.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
76.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
76.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
76.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
76.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
76.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
76.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
76.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
75.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
75.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
75.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
74.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
74.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
74.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
73.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
73.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
73.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
73.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
72.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
72.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
72.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
72.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
72.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
71.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
71.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
71.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
71.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
71.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
71.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
70.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
70.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
70.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
70.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
70.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
69.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
69.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
69.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
69.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
69.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
69.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
68.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
68.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
67.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
67.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
67.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
67.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
66.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
66.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
66.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
66.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
66.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
65.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
65.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
65.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
65.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
64.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
64.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
64.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
64.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
63.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
62.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
62.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
62.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
62.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
62.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
62.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
61.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
61.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
61.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
61.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
61.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
61.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
60.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
60.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
60.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
60.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
60.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
60.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
60.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
59.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
59.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
59.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
59.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
58.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
58.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
58.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
57.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
57.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
57.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
57.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
57.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
56.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
56.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
55.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
55.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
55.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
54.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
54.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
54.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
53.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
52.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
52.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
52.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
52.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
52.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
52.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
52.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
51.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
51.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
50.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
50.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
50.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
50.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
49.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
49.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
48.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
48.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
48.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
48.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
48.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
48.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
48.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
47.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
47.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
47.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
47.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
47.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
47.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
46.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
46.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
45.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
45.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
43.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
43.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
42.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
42.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
42.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
42.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
42.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
41.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
41.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
41.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
41.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
41.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
40.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
40.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
40.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
40.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
37.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
36.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
36.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
36.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
35.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
35.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
34.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
34.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
33.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
32.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
32.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
31.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
30.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
30.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
29.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
29.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
28.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
28.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
28.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
27.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
26.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
24.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
24.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
19.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
13.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 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.
GJA1 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
106.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
633.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
307.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
239.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
232.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
211.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
207.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
205.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
192.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
191.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
184.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
183.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
182.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
182.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
181.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
175.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
172.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
171.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
164.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
162.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
159.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
159.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
153.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
152.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
148.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
148.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
145.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
144.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
141.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
137.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
134.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
134.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
130.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
130.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
124.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
123.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
123.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
122.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
121.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
119.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
116.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
116.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
115.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
115.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
114.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
114.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
112.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
111.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
105.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
104.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
101.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
101.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
97.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
96.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
89.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
88.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
87.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
87.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
81.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
80.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
78.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
78.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
76.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
70.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
67.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
62.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
62.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
62.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
59.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
57.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
50.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
45.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
44.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
37.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
33.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
30.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
28.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
28.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
17.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.3
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.
GJA1 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
26.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
566.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
283.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
238.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
236.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
175.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
169.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
148.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
147.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
139.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
124.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
118.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
112.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
99.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
96.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
96.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
95.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
92.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
89.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
89.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
84.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
81.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
81.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
79.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
78.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
72.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
67.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
64.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
60.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
60.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
58.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
51.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
49.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
48.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
47.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
46.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
45.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
45.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
42.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
40.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
38.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
38.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
38.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
37.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
36.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
34.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
33.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
31.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
31.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
26.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
26.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
25.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
22.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
21.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
20.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
18.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
18.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
17.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
15.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
11.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
10.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
9.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
9.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
7.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
6.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
6.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
6.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
4.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
3.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
3.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
2.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
2.5
CPT0009000003
Tumor
1.6
CPT0025350003
Tumor
1.6
CPT0088630003
Tumor
1.5
CPT0000640003
Tumor
1.4
CPT0071150004
Tumor
1.4
CPT0088760003
Tumor
1.3
CPT0077490003
Tumor
1.3
CPT0079230003
Tumor
1.1
CPT0012080003
Tumor
1.1
CPT0088900003
Tumor
1.1
CPT0069000003
Tumor
1.1
CPT0069160003
Tumor
1.1
CPT0010160003
Tumor
1.0
CPT0079480003
Tumor
1.0
CPT0085670003
Tumor
0.9
CPT0089020003
Tumor
0.9
CPT0025880003
Tumor
0.9
CPT0019990003
Tumor
0.9
CPT0079270003
Tumor
0.9
CPT0092730003
Tumor
0.9
CPT0021240003
Tumor
0.9
CPT0076330003
Tumor
0.8
CPT0081990003
Tumor
0.8
CPT0078830003
Tumor
0.8
CPT0079410003
Tumor
0.8
CPT0087040003
Tumor
0.8
CPT0063320003
Tumor
0.7
CPT0066470004
Tumor
0.7
CPT0086870003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0014160003
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0012280003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0001220008
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0023350003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0025290003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0006440003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0075130003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0007320003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0017410003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0076350001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0086970003
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0092800003
Normal
-0.4
CPT0078930003
Tumor
-0.4
CPT0026420001
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0065750003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0014450004
Tumor
-0.4
CPT0077140001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0064370003
Tumor
-0.5
CPT0000660001
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0012770003
Normal
-0.6
CPT0078800003
Tumor
-0.6
CPT0069010001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0017450001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0006730001
Normal
-0.6
CPT0025050003
Tumor
-0.6
CPT0063330001
Normal
-0.6
CPT0020120003
Tumor
-0.7
CPT0010170001
Normal
-0.7
CPT0078940001
Normal
-0.7
CPT0086830003
Normal
-0.7
CPT0025920001
Normal
-0.7
CPT0088570001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0065930003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0089040001
Normal
-0.7
CPT0001190001
Normal
-0.7
CPT0001180009
Tumor
-0.7
CPT0087050003
Normal
-0.7
CPT0075570001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0086890003
Normal
-0.8
CPT0077500001
Normal
-0.8
CPT0015730003
Tumor
-0.8
CPT0088920001
Normal
-0.8
CPT0009080003
Normal
-0.9
CPT0075170001
Normal
-0.9
CPT0078530001
Normal
-0.9
CPT0009020003
Normal
-0.9
CPT0023710001
Normal
-0.9
CPT0079430001
Normal
-0.9
CPT0024670003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0012570003
Normal
-1.0
CPT0014470001
Normal
-1.0
CPT0002270011
Tumor
-1.0
CPT0092190003
Normal
-1.1
CPT0012180003
Tumor
-1.1
CPT0088500001
Normal
-1.1
CPT0012920003
Normal
-1.1
CPT0079180003
Tumor
-1.1
CPT0001230001
Normal
-1.1
CPT0012640003
Normal
-1.2
CPT0088970003
Tumor
-1.2
CPT0084560003
Tumor
-1.2
CPT0024680001
Normal
-1.2
CPT0088550004
Tumor
-1.3
CPT0079510001
Normal
-1.3
CPT0079300001
Normal
-1.6
CPT0019130003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0078990003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025580004
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
