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.
TSPO 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
176.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
415.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
400.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
361.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
340.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
324.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
313.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
295.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
292.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
276.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
265.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
252.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
252.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
244.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
231.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
228.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
222.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
204.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
199.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
195.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
192.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
185.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
184.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
182.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
182.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
178.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
171.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
169.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
162.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
161.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
160.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
159.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
156.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
156.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
153.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
151.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
142.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
141.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
132.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
131.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
130.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
130.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
130.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
128.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
127.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
127.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
127.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
126.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
122.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
120.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
119.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
118.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
117.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
114.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
109.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
103.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
97.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
92.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
91.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
89.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
89.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
88.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
85.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
83.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 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.
TSPO 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
117.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
429.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
385.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
366.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
362.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
352.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
342.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
297.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
279.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
276.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
272.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
270.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
261.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
260.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
253.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
249.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
248.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
242.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
242.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
240.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
239.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
231.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
230.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
229.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
227.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
226.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
225.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
224.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
220.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
218.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
217.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
215.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
204.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
203.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
203.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
197.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
196.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
193.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
192.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
191.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
190.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
190.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
186.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
185.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
185.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
185.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
184.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
180.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
179.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
178.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
177.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
177.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
177.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
177.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
176.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
175.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
174.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
174.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
174.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
173.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
171.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
170.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
169.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
168.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
167.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
167.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
167.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
167.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
164.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
164.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
164.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
163.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
163.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
162.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
162.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
161.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
161.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
161.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
160.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
160.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
160.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
159.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
158.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
158.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
158.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
158.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
157.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
157.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
157.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
156.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
156.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
156.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
156.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
155.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
155.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
155.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
155.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
154.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
154.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
154.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
153.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
152.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
152.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
152.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
152.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
151.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
150.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
149.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
148.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
147.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
147.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
147.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
147.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
147.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
146.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
145.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
145.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
145.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
144.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
144.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
143.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
143.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
143.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
142.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
141.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
141.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
141.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
141.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
140.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
140.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
140.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
140.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
139.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
139.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
137.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
136.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
136.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
136.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
136.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
134.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
134.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
134.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
134.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
133.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
133.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
133.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
133.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
132.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
132.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
132.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
131.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
131.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
131.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
131.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
131.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
131.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
131.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
131.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
129.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
129.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
128.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
128.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
128.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
128.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
128.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
127.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
127.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
127.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
127.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
127.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
127.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
127.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
127.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
127.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
127.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
126.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
126.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
126.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
125.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
125.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
125.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
125.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
125.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
125.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
125.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
124.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
124.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
123.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
123.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
123.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
123.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
122.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
122.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
122.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
122.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
122.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
121.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
121.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
121.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
121.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
120.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
120.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
120.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
120.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
119.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
119.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
119.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
119.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
119.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
118.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
118.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
118.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
118.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
117.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
117.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
117.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
117.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
117.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
117.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
116.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
116.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
116.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
116.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
115.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
115.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
115.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
115.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
115.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
114.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
114.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
114.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
114.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
114.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
113.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
113.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
113.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
113.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
113.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
113.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
113.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
112.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
112.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
112.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
112.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
112.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
112.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
111.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
111.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
111.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
110.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
109.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
109.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
109.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
109.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
108.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
108.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
108.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
108.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
108.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
108.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
107.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
107.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
106.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
106.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
106.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
106.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
106.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
105.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
105.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
105.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
105.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
104.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
104.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
103.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
103.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
102.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
102.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
102.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
102.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
102.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
101.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
101.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
101.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
101.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
100.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
99.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
99.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
99.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
98.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
98.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
98.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
98.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
98.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
98.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
98.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
98.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
98.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
98.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
97.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
97.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
97.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
96.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
96.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
96.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
96.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
96.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
96.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
96.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
96.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
95.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
95.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
95.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
95.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
95.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
94.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
94.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
94.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
94.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
94.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
94.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
94.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
93.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
93.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
93.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
92.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
92.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
92.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
92.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
92.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
92.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
91.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
91.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
91.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
91.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
91.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
91.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
90.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
90.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
90.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
90.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
90.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
90.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
89.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
89.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
89.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
88.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
88.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
88.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
88.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
87.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
87.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
87.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
87.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
87.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
87.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
86.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
86.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
86.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
86.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
85.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
85.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
85.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
84.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
84.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
84.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
84.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
84.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
84.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
84.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
84.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
84.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
84.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
83.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
83.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
83.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
83.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
83.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
83.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
83.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
83.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
82.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
82.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
82.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
82.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
82.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
82.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
82.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
81.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
81.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
81.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
81.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
81.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
81.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
81.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
81.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
80.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
80.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
80.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
80.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
80.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
80.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
80.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
79.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
79.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
79.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
79.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
79.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
79.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
78.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
78.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
78.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
77.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
77.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
77.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
77.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
77.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
77.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
77.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
76.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
76.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
76.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
76.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
75.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
75.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
75.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
75.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
74.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
74.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
74.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
73.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
73.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
73.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
73.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
73.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
72.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
72.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
72.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
72.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
72.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
72.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
72.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
72.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
71.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
71.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
70.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
70.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
70.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
70.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
70.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
69.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
69.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
69.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
69.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
69.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
68.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
68.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
68.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
68.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
67.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
67.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
67.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
66.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
66.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
66.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
66.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
66.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
66.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
65.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
64.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
64.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
64.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
64.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
63.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
63.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
63.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
62.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
60.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
59.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
58.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
58.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
58.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
58.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
57.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
57.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
56.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
56.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
56.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
56.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
56.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
53.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
53.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
51.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
50.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
48.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
47.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
46.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
45.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
44.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
44.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
43.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
42.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
42.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
39.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
38.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
28.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
TSPO 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
117.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
270.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
257.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
250.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
218.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
218.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
210.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
206.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
204.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
201.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
187.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
185.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
182.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
180.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
179.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
169.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
166.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
166.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
163.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
162.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
161.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
160.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
158.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
156.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
153.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
152.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
151.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
146.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
143.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
138.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
136.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
135.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
131.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
131.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
130.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
129.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
128.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
125.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
125.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
122.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
118.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
117.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
115.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
115.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
114.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
114.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
113.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
113.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
112.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
111.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
111.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
110.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
109.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
109.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
108.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
107.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
105.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
103.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
102.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
98.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
96.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
96.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
95.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
94.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
92.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
90.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
90.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
90.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
88.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
87.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
86.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
86.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
85.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
85.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
84.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
83.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
81.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
76.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
75.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
73.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
72.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
72.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
72.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
71.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
70.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
68.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
68.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
68.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
66.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
60.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
59.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
54.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
49.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
31.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, 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.
TSPO is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
191.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
543.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
463.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
456.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
440.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
425.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
419.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
407.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
398.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
385.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
348.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
337.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
328.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
326.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
325.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
323.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
320.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
315.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
309.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
305.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
303.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
303.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
298.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
297.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
294.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
292.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
290.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
290.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
290.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
286.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
282.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
281.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
281.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
279.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
277.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
272.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
269.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
267.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
266.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
264.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
259.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
258.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
256.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
256.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
253.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
252.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
249.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
249.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
248.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
248.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
245.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
245.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
243.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
242.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
241.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
240.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
238.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
238.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
237.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
237.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
236.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
236.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
236.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
235.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
233.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
232.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
231.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
231.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
229.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
228.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
226.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
226.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
225.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
224.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
224.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
222.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
221.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
221.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
218.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
218.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
217.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
216.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
216.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
216.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
215.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
215.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
214.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
214.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
214.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
213.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
213.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
213.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
213.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
212.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
212.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
211.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
211.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
210.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
210.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
210.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
209.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
209.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
209.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
207.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
206.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
206.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
205.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
203.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
203.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
202.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
202.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
202.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
201.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
200.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
200.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
200.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
200.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
199.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
198.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
197.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
197.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
197.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
196.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
195.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
195.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
194.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
194.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
193.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
193.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
193.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
192.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
191.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
190.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
189.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
188.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
188.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
186.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
186.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
185.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
185.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
185.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
185.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
184.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
184.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
184.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
183.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
180.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
180.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
180.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
178.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
178.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
176.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
176.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
175.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
175.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
175.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
174.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
173.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
173.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
173.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
173.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
173.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
172.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
172.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
172.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
170.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
169.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
168.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
168.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
168.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
167.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
166.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
166.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
166.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
165.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
163.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
163.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
163.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
162.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
162.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
161.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
161.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
161.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
161.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
160.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
159.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
159.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
158.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
158.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
158.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
158.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
157.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
157.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
157.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
157.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
156.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
155.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
155.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
152.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
151.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
151.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
151.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
150.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
149.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
149.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
148.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
148.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
147.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
145.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
145.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
144.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
144.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
143.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
138.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
137.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
137.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
136.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
136.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
136.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
135.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
135.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
135.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
134.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
134.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
131.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
129.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
128.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
128.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
127.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
127.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
127.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
126.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
126.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
125.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
125.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
122.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
122.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
122.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
121.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
120.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
118.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
118.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
116.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
115.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
115.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
114.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
114.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
113.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
113.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
112.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
111.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
110.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
110.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
110.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
110.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
109.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
108.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
106.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
106.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
104.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
101.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
100.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
100.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
98.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
96.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
94.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
89.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
89.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
86.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
83.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
80.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
79.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
76.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
71.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
69.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
64.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
62.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
60.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
54.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
49.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
1.6
CPT0012670003
Tumor
1.2
CPT0081880003
Tumor
1.1
CPT0076330003
Tumor
1.1
CPT0000640003
Tumor
1.1
CPT0012550003
Tumor
1.0
CPT0078800003
Tumor
1.0
CPT0014450004
Tumor
1.0
CPT0015730003
Tumor
0.9
CPT0078660003
Tumor
0.9
CPT0025050003
Tumor
0.8
CPT0079270003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0088690003
Tumor
0.7
CPT0079300001
Normal
0.7
CPT0084560003
Tumor
0.7
CPT0001180009
Tumor
0.6
CPT0079410003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0001540009
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0026420001
Normal
0.4
CPT0025880003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0001260009
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0065750003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0010110003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0078930003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0092190003
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0007860003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0078510003
Tumor
-0.3
CPT0088920001
Normal
-0.3
CPT0081600003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0086970003
Normal
-0.4
CPT0066480003
Tumor
-0.4
CPT0078670001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0065930003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0012570003
Normal
-0.4
CPT0012080003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0023360001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0012770003
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0081990003
Tumor
-0.6
CPT0092740003
Normal
-0.7
CPT0024680001
Normal
-0.7
CPT0012290003
Normal
-0.7
CPT0012920003
Normal
-0.8
CPT0017410003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0066470004
Tumor
-0.9
CPT0009080003
Normal
-1.0
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
