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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM162A 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
199.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
520.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
402.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
401.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
391.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
389.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
360.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
352.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
343.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
340.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
336.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
329.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
313.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
312.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
304.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
295.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
294.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
292.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
274.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
271.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
263.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
252.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
249.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
240.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
232.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
218.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
218.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
215.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
203.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
199.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
196.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
193.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
192.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
174.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
161.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
161.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
157.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
155.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
153.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
153.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
151.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
142.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
138.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
137.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
134.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
127.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
112.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
110.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
109.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
100.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
95.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
94.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
92.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
89.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
86.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
73.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
69.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
61.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
55.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
53.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
51.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
50.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
48.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
42.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 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.
FAM162A 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
112.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
482.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
426.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
400.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
383.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
380.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
373.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
344.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
333.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
320.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
310.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
288.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
275.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
261.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
256.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
244.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
242.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
240.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
237.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
235.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
235.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
231.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
228.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
227.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
223.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
220.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
220.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
215.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
213.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
208.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
205.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
201.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
198.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
198.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
198.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
197.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
197.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
196.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
190.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
188.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
188.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
187.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
185.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
184.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
184.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
183.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
182.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
181.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
179.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
177.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
176.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
176.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
176.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
176.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
176.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
175.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
175.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
174.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
173.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
173.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
173.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
172.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
171.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
170.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
169.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
167.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
165.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
165.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
164.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
164.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
163.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
163.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
162.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
162.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
162.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
161.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
160.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
160.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
158.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
158.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
158.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
157.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
156.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
156.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
155.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
154.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
154.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
154.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
153.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
153.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
152.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
152.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
152.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
152.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
151.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
151.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
149.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
148.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
147.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
147.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
147.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
146.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
145.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
145.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
145.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
145.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
144.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
144.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
142.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
140.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
140.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
139.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
139.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
138.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
138.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
138.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
137.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
137.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
137.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
136.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
136.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
136.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
136.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
135.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
135.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
134.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
134.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
133.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
133.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
133.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
132.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
131.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
131.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
131.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
131.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
130.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
130.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
130.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
130.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
129.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
128.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
128.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
128.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
128.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
127.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
127.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
127.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
127.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
126.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
126.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
125.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
125.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
125.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
125.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
125.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
125.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
124.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
123.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
123.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
123.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
123.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
122.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
122.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
122.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
122.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
121.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
121.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
121.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
121.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
120.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
120.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
120.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
120.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
120.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
119.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
119.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
119.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
118.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
118.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
118.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
118.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
118.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
118.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
118.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
118.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
118.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
117.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
117.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
117.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
116.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
116.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
116.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
116.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
115.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
115.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
115.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
115.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
115.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
113.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
113.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
113.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
113.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
113.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
113.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
113.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
112.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
112.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
112.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
112.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
111.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
111.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
111.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
111.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
110.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
110.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
110.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
110.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
110.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
109.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
109.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
109.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
109.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
109.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
109.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
109.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
108.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
108.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
108.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
108.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
107.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
107.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
107.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
107.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
106.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
106.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
106.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
106.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
105.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
105.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
104.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
104.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
104.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
104.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
104.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
104.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
103.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
103.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
103.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
103.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
102.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
102.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
102.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
102.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
102.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
101.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
101.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
101.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
101.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
101.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
100.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
100.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
100.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
100.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
100.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
100.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
99.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
99.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
99.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
99.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
98.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
98.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
98.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
98.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
98.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
97.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
97.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
97.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
97.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
97.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
97.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
97.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
97.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
96.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
96.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
96.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
96.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
96.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
96.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
96.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
95.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
95.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
95.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
95.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
95.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
95.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
95.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
95.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
95.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
94.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
94.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
93.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
93.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
93.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
93.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
93.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
92.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
92.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
92.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
92.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
92.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
92.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
91.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
91.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
91.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
91.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
91.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
91.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
91.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
90.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
90.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
90.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
90.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
89.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
89.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
88.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
88.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
87.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
87.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
87.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
87.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
87.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
87.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
87.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
87.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
87.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
86.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
86.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
86.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
86.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
85.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
85.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
85.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
85.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
84.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
83.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
82.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
82.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
82.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
82.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
82.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
82.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
82.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
82.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
82.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
82.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
82.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
82.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
81.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
81.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
81.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
80.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
80.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
80.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
80.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
80.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
79.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
79.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
79.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
79.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
79.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
79.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
78.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
78.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
78.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
78.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
78.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
77.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
77.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
77.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
76.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
76.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
76.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
75.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
75.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
74.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
74.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
74.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
74.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
74.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
73.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
73.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
73.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
73.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
73.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
73.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
72.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
72.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
72.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
72.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
72.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
72.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
72.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
71.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
71.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
71.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
71.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
71.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
70.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
70.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
70.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
70.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
69.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
69.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
69.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
68.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
68.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
68.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
68.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
68.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
68.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
68.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
68.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
68.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
67.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
67.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
66.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
66.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
66.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
66.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
65.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
65.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
65.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
65.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
64.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
64.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
64.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
64.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
63.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
63.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
63.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
63.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
63.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
62.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
62.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
60.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
60.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
60.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
60.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
59.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
58.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
58.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
58.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
58.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
58.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
58.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
57.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
57.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
56.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
56.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
55.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
55.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
55.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
55.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
55.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
53.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
53.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
52.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
52.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
51.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
51.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
51.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
51.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
51.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
50.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
49.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
49.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
49.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
48.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
48.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
46.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
45.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
44.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
43.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
42.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
41.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
40.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
38.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
37.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
37.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
37.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
34.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
34.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
33.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
29.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
28.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 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.
FAM162A 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
95.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
205.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
185.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
175.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
163.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
162.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
160.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
160.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
157.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
156.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
155.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
151.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
148.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
146.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
145.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
145.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
144.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
138.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
130.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
129.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
128.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
125.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
124.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
124.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
122.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
119.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
119.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
117.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
117.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
114.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
114.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
110.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
109.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
109.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
108.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
108.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
106.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
105.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
104.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
104.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
101.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
100.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
100.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
99.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
97.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
94.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
92.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
90.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
90.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
89.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
89.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
85.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
85.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
85.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
83.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
82.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
80.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
79.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
79.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
78.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
77.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
76.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
74.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
72.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
71.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
71.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
70.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
69.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
69.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
69.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
68.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
67.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
67.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
66.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
66.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
65.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
65.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
64.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
63.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
61.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
60.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
59.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
58.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
58.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
57.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
56.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
53.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
51.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
49.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
48.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
46.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
45.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
41.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 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.
FAM162A 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
92.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
227.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
226.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
220.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
220.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
219.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
216.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
211.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
211.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
197.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
197.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
195.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
194.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
191.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
189.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
181.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
176.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
172.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
171.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
168.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
168.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
163.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
159.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
154.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
150.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
149.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
146.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
146.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
144.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
143.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
142.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
138.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
137.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
136.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
132.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
132.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
129.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
128.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
128.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
126.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
126.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
126.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
124.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
123.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
122.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
122.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
121.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
121.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
120.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
120.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
120.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
120.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
118.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
118.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
117.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
117.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
117.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
117.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
114.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
114.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
113.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
113.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
113.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
113.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
112.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
112.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
112.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
111.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
111.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
111.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
111.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
110.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
110.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
110.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
110.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
109.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
109.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
108.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
108.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
107.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
106.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
105.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
105.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
104.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
104.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
104.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
104.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
104.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
104.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
103.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
103.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
102.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
102.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
101.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
100.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
100.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
100.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
100.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
99.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
99.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
99.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
98.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
97.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
97.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
95.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
95.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
94.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
94.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
94.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
94.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
94.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
93.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
93.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
93.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
93.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
92.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
91.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
91.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
91.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
90.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
90.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
90.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
90.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
90.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
89.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
89.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
89.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
88.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
88.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
88.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
88.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
87.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
87.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
87.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
87.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
86.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
86.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
86.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
85.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
85.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
85.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
84.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
84.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
84.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
84.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
84.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
84.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
83.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
82.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
82.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
82.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
82.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
81.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
81.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
81.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
80.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
80.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
79.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
78.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
78.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
78.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
78.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
78.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
78.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
78.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
78.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
77.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
77.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
77.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
77.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
76.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
76.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
76.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
75.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
75.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
74.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
74.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
74.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
74.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
74.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
73.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
73.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
72.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
72.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
72.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
71.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
71.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
71.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
70.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
70.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
70.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
70.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
70.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
69.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
69.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
69.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
68.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
68.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
67.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
67.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
66.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
66.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
65.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
65.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
63.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
62.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
61.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
61.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
61.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
60.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
60.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
60.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
60.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
60.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
60.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
60.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
60.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
60.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
59.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
59.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
58.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
58.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
58.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
57.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
57.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
57.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
56.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
56.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
56.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
56.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
55.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
55.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
55.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
55.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
55.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
54.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
54.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
54.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
54.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
53.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
52.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
52.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
52.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
51.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
51.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
50.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
50.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
50.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
49.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
49.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
48.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
48.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
46.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
46.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
45.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
45.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
45.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
44.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
44.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
42.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
41.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
34.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
33.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
25.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
2.3
CPT0023350003
Tumor
1.1
CPT0015730003
Tumor
1.1
CPT0002270011
Tumor
1.0
CPT0024670003
Tumor
0.9
CPT0001500009
Tumor
0.8
CPT0020120003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0065450001
Normal
0.6
CPT0079180003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0089480003
Normal
0.5
CPT0092740003
Normal
0.5
CPT0092310003
Normal
0.5
CPT0012280003
Tumor
0.5
CPT0088640003
Normal
0.5
CPT0066430001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0088690003
Tumor
0.4
CPT0078670001
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0006950001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0086820003
Tumor
0.3
CPT0007470001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0082010001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0077500001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0088570001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0086950003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0000780007
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0020020001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0086870003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0079230003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0012180003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0025170003
Tumor
-0.4
CPT0089460004
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0025230003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0012640003
Normal
-0.5
CPT0025290003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0001220008
Tumor
-0.5
CPT0017450001
Normal
-0.5
CPT0012550003
Tumor
-0.5
CPT0024680001
Normal
-0.6
CPT0002350011
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0066480003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0063320003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0069160003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0012080003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0079410003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0000870016
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0009020003
Normal
-0.8
CPT0078990003
Tumor
-0.9
CPT0081600003
Tumor
-0.9
CPT0079380003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0017850003
Tumor
-0.9
CPT0078800003
Tumor
-0.9
CPT0088550004
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0081990003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0009080003
Normal
-1.1
CPT0092790003
Tumor
-1.1
CPT0012920003
Normal
-1.2
CPT0066470004
Tumor
-1.2
CPT0078830003
Tumor
-1.2
CPT0011240003
Tumor
-1.5
CPT0015910003
Tumor
-1.5
CPT0017410003
Tumor
-1.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
