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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.
MGLL 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
74.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
223.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
204.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
201.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
146.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
140.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
137.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
135.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
132.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
128.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
114.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
114.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
107.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
106.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
102.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
99.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
97.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
97.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
93.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
92.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
88.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
84.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
83.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
82.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
82.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
82.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
77.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
75.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
74.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
73.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
72.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
70.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
67.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
62.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
62.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
61.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
60.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
59.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
57.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
55.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
55.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
53.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
52.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
51.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
49.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
46.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
45.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
41.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
41.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
39.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
36.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
23.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
23.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
22.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
20.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
MGLL is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
89.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
329.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
265.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
259.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
239.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
229.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
216.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
208.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
207.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
201.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
199.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
198.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
191.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
190.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
188.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
183.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
180.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
178.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
174.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
167.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
165.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
164.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
163.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
163.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
161.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
156.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
155.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
155.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
155.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
154.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
150.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
149.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
149.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
149.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
149.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
148.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
147.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
147.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
146.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
146.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
145.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
144.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
143.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
143.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
143.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
142.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
142.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
142.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
142.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
141.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
140.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
139.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
138.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
138.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
138.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
135.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
135.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
135.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
135.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
134.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
134.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
134.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
133.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
133.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
132.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
132.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
132.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
132.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
132.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
132.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
131.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
131.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
131.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
130.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
129.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
129.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
129.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
129.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
129.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
128.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
128.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
128.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
128.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
127.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
127.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
127.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
125.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
125.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
125.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
125.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
125.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
124.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
124.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
124.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
124.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
124.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
124.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
123.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
123.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
123.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
122.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
122.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
120.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
120.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
120.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
119.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
119.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
118.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
118.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
118.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
117.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
117.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
117.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
117.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
117.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
116.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
116.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
115.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
115.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
115.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
115.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
114.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
114.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
114.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
114.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
113.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
113.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
112.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
112.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
112.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
112.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
112.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
112.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
111.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
111.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
111.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
111.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
111.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
111.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
111.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
111.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
110.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
110.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
110.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
110.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
109.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
109.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
109.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
109.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
108.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
108.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
108.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
108.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
108.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
107.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
107.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
107.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
107.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
107.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
107.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
107.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
106.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
106.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
106.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
105.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
105.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
104.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
104.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
104.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
104.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
104.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
103.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
103.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
103.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
103.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
102.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
102.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
102.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
102.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
101.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
101.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
101.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
101.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
101.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
101.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
100.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
100.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
99.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
99.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
99.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
98.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
98.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
98.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
98.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
98.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
98.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
98.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
97.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
97.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
97.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
97.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
97.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
97.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
96.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
96.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
95.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
95.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
95.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
95.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
94.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
94.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
94.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
94.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
93.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
93.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
93.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
93.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
93.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
93.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
93.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
92.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
92.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
92.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
92.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
92.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
91.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
91.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
91.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
91.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
91.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
90.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
90.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
90.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
89.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
89.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
89.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
89.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
89.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
88.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
88.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
88.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
88.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
88.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
88.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
88.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
87.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
87.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
87.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
87.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
87.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
86.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
86.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
86.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
86.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
85.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
85.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
85.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
84.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
84.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
84.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
84.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
84.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
84.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
83.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
83.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
83.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
83.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
83.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
83.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
83.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
83.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
83.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
82.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
82.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
82.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
82.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
82.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
81.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
81.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
81.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
81.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
80.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
80.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
80.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
80.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
80.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
79.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
79.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
79.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
79.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
78.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
78.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
78.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
78.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
77.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
77.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
77.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
77.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
76.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
76.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
76.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
76.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
75.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
75.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
75.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
75.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
75.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
74.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
74.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
74.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
74.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
74.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
74.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
73.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
72.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
72.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
72.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
72.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
72.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
72.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
72.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
71.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
71.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
71.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
71.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
71.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
71.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
70.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
70.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
70.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
70.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
70.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
70.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
69.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
69.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
69.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
69.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
69.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
69.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
68.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
68.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
67.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
67.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
67.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
66.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
66.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
66.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
66.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
66.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
66.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
66.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
66.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
66.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
65.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
65.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
64.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
64.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
64.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
64.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
64.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
64.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
64.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
64.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
64.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
64.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
64.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
64.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
63.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
63.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
63.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
63.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
63.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
62.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
62.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
62.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
62.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
62.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
62.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
62.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
62.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
61.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
61.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
61.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
61.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
61.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
61.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
61.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
60.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
60.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
60.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
60.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
60.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
60.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
60.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
60.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
60.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
59.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
59.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
59.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
59.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
59.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
59.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
58.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
58.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
58.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
57.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
57.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
57.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
56.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
56.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
55.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
55.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
55.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
55.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
55.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
55.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
54.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
54.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
54.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
54.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
53.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
53.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
53.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
53.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
53.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
53.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
52.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
52.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
51.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
51.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
51.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
51.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
50.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
50.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
49.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
48.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
48.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
47.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
46.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
46.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
45.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
45.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
45.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
45.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
45.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
44.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
44.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
43.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
42.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
42.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
41.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
41.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
41.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
41.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
41.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
40.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
40.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
39.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
38.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
37.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
37.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
37.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
36.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
36.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
36.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
35.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
35.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
33.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
32.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
31.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
29.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
29.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
29.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
24.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
23.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
MGLL 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
97.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
344.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
230.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
225.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
201.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
183.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
164.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
161.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
155.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
152.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
148.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
147.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
146.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
144.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
143.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
138.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
135.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
135.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
132.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
129.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
124.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
124.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
118.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
116.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
116.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
114.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
113.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
113.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
113.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
111.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
110.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
110.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
108.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
108.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
107.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
105.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
104.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
102.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
101.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
101.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
100.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
99.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
96.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
94.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
92.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
91.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
91.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
90.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
90.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
89.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
89.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
88.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
86.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
86.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
85.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
84.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
84.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
83.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
83.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
82.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
81.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
79.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
78.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
77.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
77.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
77.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
75.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
74.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
74.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
73.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
70.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
66.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
66.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
65.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
65.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
64.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
64.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
64.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
63.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
62.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
61.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
55.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
53.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
51.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
51.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
49.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
49.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
38.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
32.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
28.5
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.
MGLL 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
60.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
369.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
234.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
198.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
179.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
166.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
158.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
156.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
151.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
149.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
138.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
137.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
137.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
135.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
134.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
132.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
129.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
129.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
128.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
126.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
126.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
122.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
122.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
121.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
120.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
120.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
120.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
120.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
119.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
118.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
118.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
115.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
115.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
111.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
111.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
110.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
110.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
109.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
108.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
107.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
106.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
106.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
105.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
105.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
105.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
104.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
104.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
100.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
99.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
98.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
96.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
94.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
93.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
93.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
91.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
89.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
88.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
87.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
87.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
87.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
86.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
86.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
85.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
84.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
83.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
82.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
82.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
80.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
79.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
79.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
78.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
77.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
77.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
77.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
76.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
76.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
74.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
74.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
74.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
73.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
72.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
70.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
69.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
68.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
68.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
67.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
67.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
65.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
65.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
64.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
64.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
64.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
63.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
63.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
63.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
62.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
62.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
62.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
62.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
61.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
61.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
61.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
61.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
60.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
60.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
60.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
60.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
60.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
59.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
58.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
58.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
58.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
58.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
57.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
57.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
56.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
56.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
56.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
56.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
56.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
55.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
55.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
55.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
55.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
54.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
53.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
53.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
53.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
53.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
53.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
53.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
52.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
52.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
52.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
52.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
52.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
51.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
51.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
51.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
51.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
51.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
49.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
49.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
49.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
49.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
48.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
48.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
48.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
48.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
46.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
46.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
46.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
46.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
45.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
45.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
44.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
44.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
44.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
44.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
44.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
43.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
43.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
43.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
43.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
43.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
43.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
42.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
42.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
42.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
41.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
39.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
39.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
38.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
38.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
37.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
37.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
37.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
36.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
36.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
36.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
35.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
35.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
35.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
34.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
34.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
34.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
33.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
33.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
32.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
26.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
26.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
26.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
25.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
24.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
23.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
22.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
21.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
16.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012280003
Tumor
1.4
CPT0012550003
Tumor
1.4
CPT0007320003
Tumor
1.3
CPT0079270003
Tumor
1.2
CPT0019130003
Tumor
1.1
CPT0078990003
Tumor
1.0
CPT0020120003
Tumor
1.0
CPT0088550004
Tumor
1.0
CPT0000640003
Tumor
1.0
CPT0086820003
Tumor
0.9
CPT0012900004
Tumor
0.9
CPT0023350003
Tumor
0.8
CPT0015810003
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0079480003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0063320003
Tumor
0.7
CPT0066470004
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0001500009
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0012080003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0006630003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0087040003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0078660003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0065930003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0089040001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0075130003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0014350001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0024680001
Normal
-0.4
CPT0025170003
Tumor
-0.4
CPT0081620001
Normal
-0.4
CPT0017850003
Tumor
-0.4
CPT0079430001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0023690003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0019160001
Normal
-0.5
CPT0088900003
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0085670003
Tumor
-0.5
CPT0013790003
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0075570001
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0079380003
Tumor
-0.6
CPT0023710001
Normal
-0.6
CPT0014470001
Normal
-0.6
CPT0025050003
Tumor
-0.7
CPT0012180003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0077500001
Normal
-0.8
CPT0001270001
Normal
-0.8
CPT0001230001
Normal
-0.8
CPT0088970003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
