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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.
MYADM 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
23.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
93.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
85.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
83.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
82.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
59.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
55.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
52.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
46.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
41.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
41.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
35.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
32.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
32.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
26.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
25.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
23.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
20.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
19.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
MYADM 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
88.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
614.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
510.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
444.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
437.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
436.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
423.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
394.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
392.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
385.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
374.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
338.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
294.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
283.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
279.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
274.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
264.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
250.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
248.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
238.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
235.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
234.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
229.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
228.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
223.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
222.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
218.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
217.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
215.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
212.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
210.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
209.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
208.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
205.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
199.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
198.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
194.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
193.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
192.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
191.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
185.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
183.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
182.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
182.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
180.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
180.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
177.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
175.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
174.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
172.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
168.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
167.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
165.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
165.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
165.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
163.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
162.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
162.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
159.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
157.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
157.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
155.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
152.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
150.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
149.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
149.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
148.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
148.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
147.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
147.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
147.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
146.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
142.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
141.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
141.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
140.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
139.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
138.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
138.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
137.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
136.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
136.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
136.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
136.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
136.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
136.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
135.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
134.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
134.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
134.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
134.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
132.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
129.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
129.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
128.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
128.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
126.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
126.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
126.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
125.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
125.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
125.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
124.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
124.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
124.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
123.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
122.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
122.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
121.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
120.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
120.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
120.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
119.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
119.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
118.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
118.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
118.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
118.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
116.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
116.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
116.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
116.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
115.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
114.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
114.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
114.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
113.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
112.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
111.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
110.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
110.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
110.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
109.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
109.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
109.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
108.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
108.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
108.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
108.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
105.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
104.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
104.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
104.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
104.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
103.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
103.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
103.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
103.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
102.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
101.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
100.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
99.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
99.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
98.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
98.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
98.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
98.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
97.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
96.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
96.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
96.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
96.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
95.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
95.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
94.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
94.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
94.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
93.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
93.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
93.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
92.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
92.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
92.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
92.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
92.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
92.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
91.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
91.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
90.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
90.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
90.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
89.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
89.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
88.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
88.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
88.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
87.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
86.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
86.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
86.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
86.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
86.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
85.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
85.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
85.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
85.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
85.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
85.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
84.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
84.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
83.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
82.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
82.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
82.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
82.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
81.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
81.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
81.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
80.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
80.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
80.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
80.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
80.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
79.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
79.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
79.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
79.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
79.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
79.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
78.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
78.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
78.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
78.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
77.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
76.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
76.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
76.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
76.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
76.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
76.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
75.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
75.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
75.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
74.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
73.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
73.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
72.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
72.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
71.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
71.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
71.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
71.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
71.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
70.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
70.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
69.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
69.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
68.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
68.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
68.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
68.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
68.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
68.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
68.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
68.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
67.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
67.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
66.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
66.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
66.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
66.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
66.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
65.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
65.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
64.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
64.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
64.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
64.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
64.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
64.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
64.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
63.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
63.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
63.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
63.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
62.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
62.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
62.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
62.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
62.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
62.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
61.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
61.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
61.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
61.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
60.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
60.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
60.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
60.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
59.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
59.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
59.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
59.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
59.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
58.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
58.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
58.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
58.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
58.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
58.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
58.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
58.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
57.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
57.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
57.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
57.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
57.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
57.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
56.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
56.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
56.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
56.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
56.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
56.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
55.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
55.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
55.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
55.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
55.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
55.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
55.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
54.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
54.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
53.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
53.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
53.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
53.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
53.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
52.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
52.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
52.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
51.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
51.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
51.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
51.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
50.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
50.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
50.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
50.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
50.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
49.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
49.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
49.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
49.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
49.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
49.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
48.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
48.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
48.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
48.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
47.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
47.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
47.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
47.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
47.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
47.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
46.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
46.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
46.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
46.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
46.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
46.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
45.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
45.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
45.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
45.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
45.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
45.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
45.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
45.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
44.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
44.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
44.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
44.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
44.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
43.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
43.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
43.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
42.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
42.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
42.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
42.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
41.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
41.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
41.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
40.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
40.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
39.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
39.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
39.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
39.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
39.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
39.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
38.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
38.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
38.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
38.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
37.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
37.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
37.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
36.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
34.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
33.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
33.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
32.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
31.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
31.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
30.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
30.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
29.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
29.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
29.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
28.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
28.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
26.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
26.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
24.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
23.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
14.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
14.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
6.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
MYADM 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
69.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
282.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
213.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
194.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
183.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
150.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
149.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
148.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
146.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
135.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
128.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
128.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
126.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
122.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
118.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
115.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
114.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
113.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
100.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
98.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
96.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
90.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
89.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
89.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
89.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
89.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
88.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
86.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
83.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
82.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
81.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
79.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
79.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
76.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
73.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
72.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
71.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
71.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
70.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
69.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
68.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
68.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
66.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
62.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
61.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
61.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
59.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
58.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
57.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
56.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
56.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
55.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
54.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
53.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
53.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
51.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
51.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
50.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
48.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
48.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
45.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
45.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
44.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
44.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
42.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
41.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
39.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
38.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
37.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
36.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
36.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
33.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
33.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
33.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
30.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
21.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
MYADM is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
520.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
298.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
254.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
229.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
188.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
168.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
159.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
154.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
143.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
139.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
135.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
130.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
129.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
128.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
126.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
126.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
117.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
110.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
108.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
108.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
107.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
104.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
103.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
103.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
102.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
98.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
98.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
97.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
97.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
97.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
97.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
95.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
93.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
92.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
92.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
92.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
91.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
89.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
89.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
85.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
81.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
80.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
78.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
76.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
76.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
74.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
73.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
72.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
72.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
71.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
71.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
71.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
68.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
67.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
66.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
66.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
65.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
64.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
63.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
62.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
61.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
60.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
59.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
58.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
58.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
57.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
57.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
57.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
57.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
57.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
56.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
56.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
56.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
55.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
55.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
54.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
54.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
54.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
53.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
52.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
51.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
51.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
51.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
48.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
48.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
48.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
47.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
47.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
47.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
47.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
46.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
45.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
45.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
45.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
44.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
44.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
44.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
43.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
43.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
43.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
43.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
42.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
42.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
41.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
41.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
41.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
40.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
40.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
40.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
40.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
40.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
37.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
37.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
37.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
36.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
36.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
36.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
36.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
35.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
35.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
34.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
34.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
33.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
33.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
33.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
32.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
32.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
32.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
31.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
31.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
31.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
29.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
29.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
29.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
29.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
29.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
28.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
28.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
27.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
27.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
26.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
25.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
25.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
25.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
25.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
24.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
24.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
24.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
21.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
20.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
18.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
15.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
15.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
14.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
2.9
CPT0077310003
Tumor
1.2
CPT0078510003
Tumor
1.1
CPT0001260009
Tumor
1.1
CPT0021240003
Tumor
1.1
CPT0092730003
Tumor
1.0
CPT0015910003
Tumor
1.0
CPT0086030003
Tumor
1.0
CPT0075560003
Tumor
0.9
CPT0065750003
Tumor
0.8
CPT0076330003
Tumor
0.8
CPT0007860003
Tumor
0.8
CPT0063320003
Tumor
0.8
CPT0006630003
Tumor
0.8
CPT0017850003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0086360003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0092790003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0089020003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0087040003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0089480003
Normal
0.5
CPT0075170001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0063630003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0079380003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0065810003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0012290003
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0019130003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0026420001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0078990003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0006900003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0023350003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0075130003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0002350011
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0088570001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0063330001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0089040001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0089460004
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0018250001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0088780001
Normal
-0.7
CPT0063640001
Normal
-0.7
CPT0025920001
Normal
-0.7
CPT0012090003
Normal
-0.7
CPT0012900004
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0013790003
Normal
-0.7
CPT0088630003
Tumor
-0.7
CPT0006730001
Normal
-0.8
CPT0079430001
Normal
-0.8
CPT0088970003
Tumor
-0.8
CPT0001190001
Normal
-0.8
CPT0017450001
Normal
-0.9
CPT0012640003
Normal
-0.9
CPT0077140001
Normal
-0.9
CPT0010110003
Tumor
-0.9
CPT0024680001
Normal
-0.9
CPT0081600003
Tumor
-0.9
CPT0012920003
Normal
-0.9
CPT0010120001
Normal
-0.9
CPT0078930003
Tumor
-1.0
CPT0012570003
Normal
-1.0
CPT0092740003
Normal
-1.0
CPT0009020003
Normal
-1.3
CPT0007870001
Normal
-1.3
CPT0012770003
Normal
-1.3
CPT0076350001
Normal
-1.4
CPT0009080003
Normal
-1.5
CPT0000790001
Normal
N/A
CPT0084560003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0086830003
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0084590001
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0007470001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0086820003
Tumor
N/A
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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.
The Human Protein Atlas project is funded
