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.
SELENOH 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
110.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
196.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
186.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
170.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
170.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
168.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
167.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
163.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
161.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
160.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
158.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
156.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
152.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
147.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
143.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
136.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
130.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
130.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
128.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
126.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
125.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
124.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
124.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
123.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
123.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
122.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
121.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
120.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
120.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
118.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
117.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
117.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
115.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
114.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
106.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
104.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
103.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
102.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
97.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
97.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
96.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
94.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
93.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
92.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
92.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
86.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
84.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
84.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
77.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
76.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
75.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
74.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
74.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
74.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
73.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
70.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
68.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
55.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
53.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
53.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
52.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
51.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
49.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
49.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
SELENOH 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
89.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
263.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
245.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
236.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
194.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
192.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
191.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
184.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
175.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
165.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
164.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
162.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
162.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
159.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
157.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
157.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
156.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
156.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
153.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
153.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
151.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
150.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
145.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
144.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
144.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
142.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
142.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
141.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
141.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
140.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
139.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
138.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
136.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
135.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
134.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
134.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
134.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
133.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
132.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
132.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
131.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
130.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
129.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
128.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
127.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
127.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
127.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
127.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
126.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
126.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
126.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
125.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
124.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
124.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
124.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
123.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
122.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
122.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
122.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
121.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
121.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
121.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
118.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
118.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
117.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
117.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
116.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
116.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
115.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
115.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
115.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
115.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
115.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
115.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
114.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
114.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
113.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
113.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
112.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
111.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
111.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
111.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
111.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
111.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
111.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
110.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
110.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
110.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
110.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
110.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
109.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
109.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
109.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
109.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
109.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
109.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
108.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
108.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
108.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
108.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
107.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
107.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
107.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
107.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
107.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
107.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
107.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
107.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
106.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
106.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
106.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
106.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
106.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
105.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
105.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
105.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
105.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
104.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
104.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
104.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
104.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
104.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
104.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
103.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
103.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
103.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
103.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
103.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
103.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
102.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
102.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
102.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
102.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
102.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
102.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
102.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
101.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
101.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
101.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
101.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
101.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
101.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
101.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
100.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
100.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
100.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
100.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
100.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
100.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
100.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
99.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
99.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
99.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
99.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
98.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
98.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
98.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
98.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
97.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
97.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
97.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
97.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
97.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
97.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
97.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
97.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
97.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
96.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
96.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
96.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
96.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
96.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
96.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
96.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
95.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
95.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
95.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
95.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
95.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
95.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
95.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
95.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
95.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
95.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
95.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
95.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
95.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
95.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
94.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
94.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
94.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
93.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
93.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
93.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
93.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
93.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
93.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
93.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
93.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
92.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
92.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
92.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
92.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
92.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
92.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
92.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
92.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
92.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
92.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
91.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
91.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
91.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
91.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
91.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
91.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
91.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
91.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
90.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
90.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
90.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
90.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
90.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
90.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
90.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
90.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
90.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
90.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
89.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
89.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
89.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
89.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
89.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
89.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
88.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
88.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
88.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
88.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
88.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
88.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
88.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
88.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
88.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
87.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
87.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
87.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
87.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
87.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
87.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
87.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
87.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
87.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
87.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
87.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
87.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
87.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
86.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
86.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
86.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
86.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
86.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
86.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
86.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
86.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
85.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
85.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
85.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
85.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
85.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
85.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
85.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
85.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
85.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
85.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
85.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
84.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
84.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
84.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
84.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
84.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
84.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
84.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
83.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
83.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
83.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
83.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
83.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
83.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
83.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
83.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
82.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
82.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
82.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
82.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
82.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
82.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
81.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
81.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
81.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
81.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
81.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
81.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
81.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
81.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
81.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
81.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
81.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
80.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
80.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
80.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
80.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
80.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
80.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
80.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
80.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
80.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
80.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
80.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
80.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
80.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
79.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
79.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
79.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
79.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
79.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
79.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
79.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
79.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
79.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
79.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
78.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
78.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
78.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
77.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
77.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
77.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
77.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
77.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
77.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
77.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
77.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
77.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
77.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
77.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
77.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
77.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
77.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
77.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
77.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
76.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
76.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
76.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
76.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
76.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
76.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
75.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
75.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
75.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
75.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
75.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
75.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
75.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
75.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
74.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
74.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
74.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
74.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
74.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
73.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
73.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
73.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
73.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
72.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
72.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
72.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
72.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
72.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
72.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
72.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
72.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
71.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
71.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
71.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
71.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
71.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
71.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
71.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
71.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
71.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
71.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
70.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
70.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
70.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
70.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
70.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
70.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
70.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
69.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
69.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
69.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
69.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
69.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
69.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
69.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
69.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
69.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
68.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
68.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
68.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
68.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
68.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
68.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
68.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
68.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
68.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
68.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
68.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
67.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
67.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
67.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
67.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
67.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
67.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
67.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
67.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
67.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
66.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
66.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
66.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
66.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
66.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
66.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
65.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
65.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
65.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
65.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
64.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
64.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
64.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
64.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
63.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
63.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
63.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
63.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
63.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
63.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
63.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
63.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
62.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
62.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
62.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
62.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
61.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
61.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
60.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
60.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
60.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
59.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
59.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
59.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
58.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
58.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
58.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
58.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
58.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
58.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
57.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
56.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
56.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
56.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
56.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
55.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
55.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
55.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
55.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
54.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
54.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
53.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
53.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
53.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
53.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
52.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
52.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
50.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
50.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
49.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
48.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
48.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
48.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
47.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
47.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
47.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
46.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
45.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
45.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
42.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
41.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
41.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
37.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
37.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
32.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
31.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
30.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SELENOH 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
78.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
147.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
146.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
128.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
123.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
123.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
111.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
109.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
109.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
108.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
104.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
103.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
100.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
100.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
99.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
98.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
96.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
95.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
94.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
92.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
91.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
89.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
89.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
89.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
89.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
89.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
88.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
88.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
86.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
85.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
85.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
85.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
84.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
82.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
81.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
81.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
81.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
81.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
81.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
80.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
79.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
78.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
78.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
78.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
77.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
77.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
77.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
77.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
76.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
76.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
75.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
75.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
75.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
75.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
75.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
75.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
74.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
74.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
73.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
73.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
73.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
72.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
71.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
71.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
70.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
70.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
70.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
69.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
68.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
68.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
68.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
68.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
67.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
67.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
66.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
65.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
65.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
64.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
64.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
63.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
63.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
62.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
62.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
61.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
61.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
61.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
60.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
58.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
58.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
57.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
56.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
55.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
50.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
46.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
43.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
40.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
36.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SELENOH 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
104.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
311.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
280.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
226.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
218.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
214.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
212.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
210.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
208.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
207.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
192.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
192.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
186.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
184.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
180.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
179.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
179.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
178.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
177.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
174.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
174.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
173.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
169.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
167.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
167.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
164.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
160.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
160.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
156.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
154.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
154.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
153.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
149.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
149.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
147.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
147.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
146.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
145.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
143.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
143.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
142.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
140.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
139.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
139.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
138.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
136.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
134.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
134.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
134.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
133.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
133.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
132.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
132.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
131.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
131.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
131.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
130.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
130.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
130.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
129.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
129.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
128.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
127.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
126.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
126.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
125.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
125.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
125.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
124.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
124.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
124.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
123.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
122.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
122.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
121.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
121.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
120.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
119.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
119.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
119.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
119.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
119.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
118.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
118.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
118.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
117.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
117.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
116.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
116.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
115.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
115.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
115.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
115.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
115.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
115.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
115.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
114.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
113.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
113.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
112.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
112.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
111.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
110.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
110.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
110.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
110.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
110.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
110.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
109.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
109.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
108.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
108.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
108.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
107.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
107.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
107.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
107.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
107.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
106.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
106.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
106.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
106.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
106.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
106.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
105.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
105.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
105.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
105.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
104.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
104.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
104.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
104.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
104.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
103.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
103.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
103.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
103.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
103.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
103.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
102.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
102.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
102.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
102.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
102.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
101.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
101.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
100.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
100.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
100.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
100.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
100.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
100.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
99.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
99.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
99.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
98.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
98.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
98.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
98.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
98.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
98.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
98.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
98.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
97.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
96.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
95.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
94.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
94.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
94.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
94.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
94.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
94.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
93.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
93.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
92.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
92.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
92.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
92.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
92.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
92.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
91.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
91.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
90.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
90.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
90.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
90.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
90.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
90.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
89.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
89.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
88.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
88.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
87.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
87.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
87.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
86.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
86.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
85.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
84.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
84.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
83.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
82.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
82.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
82.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
80.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
80.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
80.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
79.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
79.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
79.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
78.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
78.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
77.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
77.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
77.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
76.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
76.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
76.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
76.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
76.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
75.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
75.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
75.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
75.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
75.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
74.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
73.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
73.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
73.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
72.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
72.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
71.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
71.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
71.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
71.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
70.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
70.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
70.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
68.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
67.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
67.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
66.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
65.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
65.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
63.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
61.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
60.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
60.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
60.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
59.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
59.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
58.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
58.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
53.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
53.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
51.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
51.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
51.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
50.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
45.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
45.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
44.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
43.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
43.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
42.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
40.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
40.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
40.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
38.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
31.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
27.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
20.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
10.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088760003
Tumor
1.0
CPT0006630003
Tumor
0.9
CPT0077490003
Tumor
0.9
CPT0000780007
Tumor
0.9
CPT0010160003
Tumor
0.8
CPT0089020003
Tumor
0.8
CPT0026410003
Tumor
0.8
CPT0006900003
Tumor
0.8
CPT0071150004
Tumor
0.8
CPT0006440003
Tumor
0.8
CPT0077310003
Tumor
0.7
CPT0063320003
Tumor
0.7
CPT0078990003
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0079230003
Tumor
0.7
CPT0000870016
Tumor
0.6
CPT0078660003
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0065870003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0081990003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0000640003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0012370003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0088630003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0012080003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0066480003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0084590001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0007320003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0088570001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0012770003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0009020003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0086890003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0006950001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0075570001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0069000003
Tumor
-0.4
CPT0066430001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0078800003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0012570003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0002270011
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0088500001
Normal
-0.7
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
