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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.
ATP5MG 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
261.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
713.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
583.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
565.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
514.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
486.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
473.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
452.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
436.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
416.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
404.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
402.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
375.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
373.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
370.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
369.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
361.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
337.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
322.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
304.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
290.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
284.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
281.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
281.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
277.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
275.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
272.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
271.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
270.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
267.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
236.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
235.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
233.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
221.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
217.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
216.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
215.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
210.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
202.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
198.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
193.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
188.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
185.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
183.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
180.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
179.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
172.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
170.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
165.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
160.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
160.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
157.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
149.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
144.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
132.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
132.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
127.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
121.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
118.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
106.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
106.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
94.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
88.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
71.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
ATP5MG 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
93.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
578.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
501.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
341.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
332.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
306.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
264.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
248.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
233.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
232.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
221.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
219.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
214.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
211.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
209.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
206.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
196.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
195.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
194.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
188.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
184.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
182.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
180.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
172.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
168.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
162.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
157.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
155.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
154.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
151.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
150.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
148.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
148.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
146.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
146.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
145.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
145.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
143.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
142.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
141.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
137.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
137.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
137.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
135.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
135.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
134.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
133.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
130.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
129.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
129.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
128.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
127.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
127.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
127.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
125.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
125.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
125.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
125.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
124.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
124.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
123.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
123.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
123.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
122.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
122.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
121.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
121.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
121.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
120.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
120.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
120.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
118.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
118.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
117.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
117.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
117.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
116.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
116.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
116.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
115.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
115.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
114.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
113.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
113.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
113.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
112.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
112.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
112.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
112.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
112.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
112.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
111.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
111.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
110.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
110.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
110.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
110.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
110.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
109.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
109.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
108.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
108.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
108.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
108.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
108.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
107.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
107.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
106.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
106.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
106.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
106.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
106.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
106.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
105.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
105.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
105.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
105.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
104.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
104.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
104.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
104.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
104.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
103.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
103.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
103.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
103.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
102.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
102.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
102.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
101.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
101.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
101.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
101.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
101.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
101.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
101.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
100.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
99.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
99.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
99.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
98.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
98.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
98.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
98.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
98.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
98.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
98.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
97.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
97.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
97.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
97.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
97.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
96.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
96.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
96.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
96.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
96.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
96.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
95.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
95.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
95.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
95.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
95.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
95.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
95.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
95.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
94.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
94.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
94.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
94.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
94.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
93.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
93.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
93.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
93.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
93.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
93.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
93.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
92.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
92.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
92.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
92.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
92.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
91.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
91.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
91.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
91.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
91.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
91.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
91.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
91.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
91.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
91.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
90.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
90.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
90.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
89.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
89.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
89.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
89.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
89.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
89.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
89.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
89.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
89.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
88.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
88.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
88.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
88.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
88.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
88.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
88.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
88.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
87.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
87.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
87.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
87.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
87.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
87.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
87.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
87.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
87.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
87.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
86.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
86.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
86.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
86.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
86.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
86.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
86.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
86.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
86.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
86.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
86.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
85.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
85.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
85.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
85.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
85.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
85.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
85.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
85.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
85.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
85.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
85.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
85.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
85.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
84.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
84.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
83.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
83.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
83.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
83.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
83.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
83.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
83.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
83.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
82.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
82.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
82.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
82.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
82.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
82.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
82.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
82.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
82.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
82.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
82.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
82.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
81.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
81.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
81.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
81.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
81.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
81.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
81.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
81.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
80.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
80.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
80.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
80.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
80.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
80.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
80.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
80.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
80.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
80.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
80.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
80.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
80.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
80.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
79.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
79.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
79.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
79.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
79.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
79.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
79.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
79.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
79.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
79.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
79.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
78.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
78.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
78.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
78.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
78.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
78.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
78.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
78.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
78.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
78.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
78.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
78.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
77.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
77.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
77.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
77.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
77.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
77.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
77.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
77.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
77.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
77.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
77.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
76.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
76.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
76.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
76.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
76.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
76.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
76.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
76.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
76.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
76.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
75.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
75.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
75.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
75.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
75.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
75.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
75.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
75.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
75.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
75.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
75.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
74.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
74.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
74.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
74.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
74.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
74.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
74.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
74.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
74.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
74.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
74.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
73.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
73.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
73.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
73.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
73.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
73.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
72.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
72.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
72.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
72.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
72.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
72.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
71.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
71.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
71.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
71.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
71.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
71.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
71.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
71.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
70.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
70.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
70.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
70.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
70.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
70.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
70.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
70.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
69.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
69.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
69.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
69.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
69.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
69.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
69.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
69.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
69.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
68.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
68.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
68.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
67.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
67.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
67.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
67.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
67.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
67.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
67.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
67.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
67.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
67.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
67.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
67.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
67.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
67.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
67.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
67.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
66.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
66.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
66.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
66.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
66.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
66.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
65.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
65.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
65.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
65.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
65.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
65.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
65.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
65.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
65.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
65.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
65.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
64.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
64.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
64.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
64.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
64.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
64.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
64.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
64.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
63.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
63.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
63.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
63.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
62.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
62.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
62.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
62.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
62.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
62.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
62.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
62.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
61.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
61.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
61.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
61.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
61.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
61.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
61.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
60.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
60.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
60.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
60.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
60.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
60.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
59.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
59.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
59.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
58.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
58.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
56.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
56.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
56.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
55.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
55.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
54.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
54.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
53.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
53.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
53.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
53.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
52.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
52.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
52.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
52.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
51.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
50.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
49.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
48.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
48.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
47.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
45.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
44.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
43.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
40.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
39.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
35.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
34.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 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.
ATP5MG 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
104.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
192.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
153.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
150.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
138.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
134.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
134.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
134.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
133.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
133.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
132.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
130.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
130.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
129.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
128.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
127.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
125.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
125.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
124.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
124.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
121.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
120.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
120.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
120.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
119.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
119.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
119.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
119.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
116.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
114.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
113.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
112.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
111.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
111.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
111.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
110.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
110.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
110.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
109.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
109.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
108.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
108.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
108.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
107.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
106.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
106.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
105.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
105.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
105.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
105.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
105.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
103.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
102.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
100.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
100.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
100.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
99.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
99.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
99.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
99.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
98.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
98.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
97.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
96.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
96.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
96.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
95.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
95.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
94.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
94.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
93.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
93.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
93.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
92.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
91.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
90.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
89.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
89.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
87.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
87.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
87.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
84.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
84.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
83.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
83.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
80.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
77.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
76.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
74.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
70.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
68.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
65.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
57.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
51.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 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.
ATP5MG is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
142.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
836.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
702.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
434.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
416.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
392.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
378.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
369.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
362.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
341.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
317.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
313.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
295.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
288.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
283.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
280.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
279.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
277.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
276.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
267.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
265.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
262.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
257.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
256.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
255.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
248.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
239.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
239.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
239.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
236.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
234.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
234.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
233.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
230.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
226.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
223.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
223.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
218.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
216.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
216.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
215.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
215.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
214.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
213.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
212.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
210.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
208.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
207.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
206.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
204.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
202.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
202.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
201.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
197.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
195.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
193.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
193.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
193.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
191.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
185.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
183.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
182.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
182.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
182.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
179.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
176.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
175.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
175.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
173.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
172.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
170.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
170.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
169.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
168.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
168.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
168.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
167.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
164.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
164.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
160.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
160.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
159.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
159.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
158.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
158.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
157.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
157.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
156.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
156.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
155.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
155.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
153.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
153.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
152.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
151.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
149.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
148.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
147.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
147.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
146.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
144.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
143.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
142.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
141.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
140.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
140.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
139.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
138.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
137.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
137.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
136.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
136.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
136.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
134.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
134.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
133.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
133.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
133.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
132.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
130.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
129.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
129.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
129.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
128.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
127.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
127.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
127.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
126.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
126.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
125.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
125.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
124.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
124.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
123.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
123.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
121.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
120.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
120.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
119.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
119.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
119.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
118.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
118.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
118.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
118.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
117.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
117.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
116.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
116.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
116.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
114.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
114.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
114.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
113.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
113.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
112.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
112.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
111.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
111.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
111.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
110.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
110.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
110.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
109.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
109.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
109.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
107.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
107.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
106.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
106.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
105.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
105.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
105.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
105.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
105.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
104.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
104.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
103.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
102.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
102.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
101.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
100.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
100.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
100.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
100.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
99.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
98.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
98.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
98.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
97.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
97.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
96.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
96.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
96.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
96.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
96.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
95.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
95.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
95.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
95.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
95.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
94.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
94.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
94.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
93.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
93.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
93.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
90.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
89.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
88.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
88.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
88.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
87.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
87.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
87.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
86.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
86.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
86.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
86.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
85.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
85.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
84.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
84.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
84.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
83.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
83.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
82.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
82.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
81.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
81.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
81.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
81.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
81.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
81.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
80.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
80.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
80.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
79.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
79.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
78.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
78.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
78.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
78.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
77.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
76.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
76.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
75.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
75.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
74.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
73.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
72.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
72.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
71.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
69.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
69.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
69.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
69.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
67.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
67.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
66.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
66.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
66.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
66.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
64.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
62.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
60.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
60.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
58.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
53.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
48.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
48.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
43.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
39.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
26.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.8
CPT0092740003
Normal
1.2
CPT0065450001
Normal
1.1
CPT0000790001
Normal
1.1
CPT0092310003
Normal
1.0
CPT0089480003
Normal
0.9
CPT0006950001
Normal
0.9
CPT0088920001
Normal
0.9
CPT0078670001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0066430001
Normal
0.7
CPT0014350001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0006730001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0001500009
Tumor
0.6
CPT0001350001
Normal
0.6
CPT0010170001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0001230001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0081620001
Normal
0.6
CPT0079430001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0001550001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0025060001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0078940001
Normal
0.5
CPT0089040001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0069010001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0006530001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0079300001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078510003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0092290003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0024680001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0025050003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0023350003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0078930003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0065810003
Tumor
-0.4
CPT0066470004
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0006440003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0086360003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0075720003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0079270003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0075170001
Normal
-0.6
CPT0079410003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0088630003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0089020003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0012280003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0009020003
Normal
-0.8
CPT0086030003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0002350011
Tumor
-0.8
CPT0081600003
Tumor
-0.9
CPT0015810003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0079180003
Tumor
-0.9
CPT0019130003
Tumor
-0.9
CPT0009060003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0017850003
Tumor
-0.9
CPT0021240003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0065430003
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0025350003
Tumor
-0.9
CPT0023690003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0065690003
Tumor
-1.0
CPT0000870016
Tumor
-1.0
CPT0092730003
Tumor
-1.0
CPT0009080003
Normal
-1.0
CPT0077490003
Tumor
-1.0
CPT0012920003
Normal
-1.0
CPT0081880003
Tumor
-1.0
CPT0079380003
Tumor
-1.0
CPT0088550004
Tumor
-1.1
CPT0009000003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0071150004
Tumor
-1.2
CPT0000780007
Tumor
-1.3
CPT0065930003
Tumor
-1.3
CPT0011240003
Tumor
-1.3
CPT0066480003
Tumor
-1.4
CPT0012900004
Tumor
-1.4
CPT0001340003
Tumor
-1.4
CPT0017410003
Tumor
-2.1
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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.