We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM219 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
137.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
276.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
267.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
256.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
232.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
231.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
226.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
191.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
177.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
173.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
168.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
164.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
163.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
163.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
162.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
160.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
156.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
154.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
153.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
153.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
152.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
150.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
144.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
142.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
141.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
135.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
135.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
134.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
133.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
130.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
129.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
127.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
127.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
125.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
125.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
122.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
122.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
120.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
119.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
119.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
119.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
118.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
117.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
117.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
116.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
115.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
114.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
113.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
109.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
106.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
106.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
106.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
106.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
100.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
99.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
98.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
93.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
92.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
86.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
85.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
85.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
84.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
82.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
68.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
TMEM219 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
163.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1793.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
438.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
374.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
363.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
352.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
333.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
331.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
317.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
315.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
298.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
293.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
291.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
291.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
290.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
283.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
278.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
278.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
270.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
267.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
265.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
263.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
262.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
258.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
253.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
250.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
249.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
247.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
244.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
242.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
240.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
240.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
240.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
239.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
239.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
237.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
237.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
234.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
233.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
233.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
230.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
229.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
229.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
229.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
228.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
224.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
222.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
221.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
220.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
220.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
220.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
219.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
218.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
217.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
217.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
216.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
213.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
212.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
212.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
212.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
211.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
210.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
210.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
208.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
208.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
208.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
208.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
207.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
207.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
205.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
205.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
205.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
203.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
203.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
203.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
203.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
203.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
202.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
201.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
201.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
201.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
200.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
199.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
199.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
198.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
197.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
197.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
197.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
196.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
196.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
195.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
194.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
194.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
194.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
194.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
192.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
192.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
191.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
191.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
191.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
191.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
190.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
190.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
190.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
190.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
190.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
190.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
189.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
189.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
188.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
188.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
188.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
188.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
187.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
187.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
187.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
187.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
186.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
186.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
186.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
185.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
185.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
185.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
184.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
184.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
184.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
184.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
183.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
183.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
183.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
182.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
182.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
182.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
182.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
181.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
181.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
180.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
179.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
179.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
179.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
179.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
179.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
179.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
178.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
178.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
178.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
178.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
178.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
177.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
177.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
177.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
177.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
177.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
177.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
177.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
177.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
176.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
176.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
176.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
176.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
176.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
176.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
175.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
175.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
175.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
174.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
174.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
174.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
174.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
173.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
173.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
173.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
173.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
172.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
172.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
172.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
172.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
172.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
172.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
171.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
171.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
171.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
171.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
171.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
170.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
170.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
170.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
170.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
170.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
169.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
169.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
169.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
168.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
168.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
168.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
168.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
168.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
168.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
168.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
167.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
167.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
167.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
167.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
167.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
167.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
167.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
166.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
166.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
166.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
166.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
166.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
166.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
165.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
165.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
165.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
164.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
164.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
164.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
164.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
163.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
163.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
163.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
162.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
162.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
162.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
161.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
161.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
161.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
161.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
161.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
161.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
161.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
160.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
160.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
160.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
160.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
160.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
159.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
159.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
158.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
158.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
158.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
158.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
157.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
157.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
157.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
157.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
156.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
156.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
156.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
156.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
156.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
155.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
155.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
154.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
154.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
153.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
153.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
153.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
153.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
152.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
152.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
152.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
152.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
152.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
152.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
152.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
152.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
151.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
151.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
151.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
150.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
150.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
150.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
150.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
150.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
150.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
149.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
149.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
149.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
149.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
149.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
149.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
149.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
149.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
149.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
149.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
148.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
148.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
148.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
148.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
148.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
148.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
148.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
147.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
147.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
147.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
147.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
147.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
147.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
147.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
147.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
146.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
146.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
146.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
146.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
145.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
145.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
145.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
145.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
144.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
144.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
143.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
143.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
143.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
143.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
143.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
142.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
142.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
142.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
142.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
142.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
142.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
142.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
141.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
141.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
141.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
141.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
141.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
141.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
141.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
140.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
140.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
140.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
140.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
140.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
140.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
140.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
140.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
140.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
139.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
139.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
139.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
139.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
139.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
139.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
139.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
139.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
138.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
138.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
138.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
138.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
138.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
137.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
137.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
137.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
137.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
137.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
137.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
136.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
136.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
136.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
136.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
136.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
136.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
135.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
135.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
135.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
135.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
135.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
134.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
134.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
134.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
133.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
133.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
133.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
133.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
133.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
133.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
133.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
132.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
132.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
132.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
131.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
131.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
130.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
130.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
130.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
130.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
129.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
129.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
129.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
129.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
129.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
129.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
129.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
128.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
128.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
128.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
128.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
127.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
127.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
126.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
126.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
126.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
126.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
125.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
125.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
124.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
124.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
124.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
124.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
123.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
123.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
123.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
123.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
123.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
123.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
123.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
123.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
122.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
122.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
122.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
122.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
122.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
121.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
121.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
121.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
121.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
121.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
120.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
120.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
120.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
120.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
120.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
120.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
119.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
119.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
119.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
119.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
119.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
119.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
119.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
118.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
118.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
118.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
118.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
117.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
117.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
117.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
117.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
117.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
117.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
116.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
116.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
115.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
115.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
115.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
115.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
114.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
114.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
114.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
114.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
113.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
113.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
112.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
112.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
112.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
112.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
112.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
111.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
110.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
110.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
110.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
109.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
109.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
108.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
108.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
108.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
107.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
107.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
107.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
107.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
106.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
106.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
106.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
106.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
105.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
105.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
104.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
104.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
104.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
104.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
102.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
101.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
99.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
97.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
97.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
97.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
94.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
94.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
90.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
89.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
87.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
84.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
84.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
84.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
84.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
84.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
80.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
77.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
75.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
68.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
67.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
65.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
62.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
61.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
55.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
36.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM219 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
140.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
373.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
295.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
258.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
234.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
230.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
226.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
187.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
186.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
182.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
181.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
180.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
174.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
173.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
169.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
168.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
165.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
164.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
164.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
164.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
159.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
159.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
159.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
158.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
156.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
155.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
154.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
152.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
150.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
149.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
149.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
148.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
147.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
147.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
146.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
145.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
145.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
144.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
143.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
142.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
142.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
141.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
140.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
140.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
138.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
137.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
137.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
137.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
136.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
135.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
135.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
134.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
134.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
134.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
133.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
133.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
131.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
130.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
129.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
129.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
129.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
128.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
128.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
127.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
127.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
126.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
126.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
125.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
125.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
124.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
124.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
124.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
123.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
122.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
122.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
121.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
120.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
120.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
119.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
119.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
114.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
112.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
111.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
111.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
110.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
109.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
105.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
105.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
105.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
98.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
96.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
93.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
89.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
86.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
84.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
81.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
77.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
74.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
70.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
65.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
TMEM219 is potential prognostic, high expression is favorable 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
212.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
760.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
492.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
479.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
457.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
447.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
443.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
436.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
423.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
410.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
405.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
403.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
374.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
367.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
360.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
354.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
353.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
336.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
336.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
329.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
326.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
325.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
322.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
321.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
320.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
310.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
307.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
307.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
307.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
303.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
303.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
302.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
299.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
295.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
294.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
293.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
291.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
286.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
286.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
285.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
282.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
281.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
279.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
278.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
278.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
277.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
274.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
274.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
274.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
273.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
273.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
272.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
272.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
270.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
270.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
268.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
267.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
266.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
266.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
265.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
258.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
257.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
256.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
256.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
255.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
255.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
254.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
253.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
249.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
247.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
246.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
244.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
244.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
243.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
242.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
242.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
241.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
241.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
241.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
241.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
239.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
238.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
237.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
236.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
235.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
235.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
232.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
232.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
232.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
230.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
229.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
229.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
229.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
228.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
228.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
228.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
228.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
226.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
226.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
225.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
225.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
224.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
223.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
222.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
222.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
222.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
221.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
221.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
220.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
220.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
220.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
219.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
219.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
219.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
218.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
218.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
217.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
217.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
215.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
215.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
215.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
214.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
213.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
213.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
213.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
213.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
210.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
208.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
207.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
207.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
206.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
205.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
205.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
205.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
204.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
204.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
204.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
203.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
202.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
202.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
200.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
200.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
200.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
199.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
198.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
197.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
197.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
197.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
196.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
194.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
194.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
193.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
193.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
193.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
191.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
191.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
191.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
190.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
190.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
190.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
189.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
188.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
187.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
187.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
187.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
187.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
186.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
185.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
184.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
183.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
183.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
183.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
183.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
182.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
182.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
182.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
181.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
181.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
181.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
180.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
180.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
180.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
179.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
179.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
177.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
177.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
176.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
176.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
176.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
176.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
175.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
173.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
172.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
172.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
168.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
168.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
168.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
167.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
167.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
167.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
167.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
166.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
165.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
164.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
164.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
164.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
163.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
162.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
162.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
162.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
161.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
161.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
161.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
160.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
157.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
157.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
156.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
156.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
156.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
154.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
154.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
153.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
151.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
150.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
150.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
149.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
148.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
148.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
148.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
148.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
147.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
147.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
146.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
146.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
144.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
144.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
141.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
141.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
141.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
140.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
140.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
138.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
138.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
138.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
137.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
137.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
136.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
135.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
135.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
134.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
132.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
132.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
131.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
130.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
130.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
129.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
128.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
128.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
126.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
125.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
125.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
124.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
123.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
122.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
122.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
121.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
118.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
116.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
115.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
115.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
111.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
108.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
107.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
107.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
106.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
106.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
101.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
96.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
95.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
80.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
37.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
