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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.
MAT2B 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
59.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
195.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
129.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
105.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
100.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
99.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
92.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
92.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
90.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
87.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
86.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
86.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
85.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
83.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
82.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
81.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
77.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
76.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
75.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
74.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
71.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
67.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
67.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
67.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
67.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
66.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
65.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
64.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
63.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
63.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
62.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
60.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
58.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
56.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
51.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
51.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
50.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
49.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
48.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
48.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
46.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
46.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
46.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
45.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
43.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
42.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
40.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
38.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
34.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
33.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
23.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAT2B is validated prognostic, high expression is favorable 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
69.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
186.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
179.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
161.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
143.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
143.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
142.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
139.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
138.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
137.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
136.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
136.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
134.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
133.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
133.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
132.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
132.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
131.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
129.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
128.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
127.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
126.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
126.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
125.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
124.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
124.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
122.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
122.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
122.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
120.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
120.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
119.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
118.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
117.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
117.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
116.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
116.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
116.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
115.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
115.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
114.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
114.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
114.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
114.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
113.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
113.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
113.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
112.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
110.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
110.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
109.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
108.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
108.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
108.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
108.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
108.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
108.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
107.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
107.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
107.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
107.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
107.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
106.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
106.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
105.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
105.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
105.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
103.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
103.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
102.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
102.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
102.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
102.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
102.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
102.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
102.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
101.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
101.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
100.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
100.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
100.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
100.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
99.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
99.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
99.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
99.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
99.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
98.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
98.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
98.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
98.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
98.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
97.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
97.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
97.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
97.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
97.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
96.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
96.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
96.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
96.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
95.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
95.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
95.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
95.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
95.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
94.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
94.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
94.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
93.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
93.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
93.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
93.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
93.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
93.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
93.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
92.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
92.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
91.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
91.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
91.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
91.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
91.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
91.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
91.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
90.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
90.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
90.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
89.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
89.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
89.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
89.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
89.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
88.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
88.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
88.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
88.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
88.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
87.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
87.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
87.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
87.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
87.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
86.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
86.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
86.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
86.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
86.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
85.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
85.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
85.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
85.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
85.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
84.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
84.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
84.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
84.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
84.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
84.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
84.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
84.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
84.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
84.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
84.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
83.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
82.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
82.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
82.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
82.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
82.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
82.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
82.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
82.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
81.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
81.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
81.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
81.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
80.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
80.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
80.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
80.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
79.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
79.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
79.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
79.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
79.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
79.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
79.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
79.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
79.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
79.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
78.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
78.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
78.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
78.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
78.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
78.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
78.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
78.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
77.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
77.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
77.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
77.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
77.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
77.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
76.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
76.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
76.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
75.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
75.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
75.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
75.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
75.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
75.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
74.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
74.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
74.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
74.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
74.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
74.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
74.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
73.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
73.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
73.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
73.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
72.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
72.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
72.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
72.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
72.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
71.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
71.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
71.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
71.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
70.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
70.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
70.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
70.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
70.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
70.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
70.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
70.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
70.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
70.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
70.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
69.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
69.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
69.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
69.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
69.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
69.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
69.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
69.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
69.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
69.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
68.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
67.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
67.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
67.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
67.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
67.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
67.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
67.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
67.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
67.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
67.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
67.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
67.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
67.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
67.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
66.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
66.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
66.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
66.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
66.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
65.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
65.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
65.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
65.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
65.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
65.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
65.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
65.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
65.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
64.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
64.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
64.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
64.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
64.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
64.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
64.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
64.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
63.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
63.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
63.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
63.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
63.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
63.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
63.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
62.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
62.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
62.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
62.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
62.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
62.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
61.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
61.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
61.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
61.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
61.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
61.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
61.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
61.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
61.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
60.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
60.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
60.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
59.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
59.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
59.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
59.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
59.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
58.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
58.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
57.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
57.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
57.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
57.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
57.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
57.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
56.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
56.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
56.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
56.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
56.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
56.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
55.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
55.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
55.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
55.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
54.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
54.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
54.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
53.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
53.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
53.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
53.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
52.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
52.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
52.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
52.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
52.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
51.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
51.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
51.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
51.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
51.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
50.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
50.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
50.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
50.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
50.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
50.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
49.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
49.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
49.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
48.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
48.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
48.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
48.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
48.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
47.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
47.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
47.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
47.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
47.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
47.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
46.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
46.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
46.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
45.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
45.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
44.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
44.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
44.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
44.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
44.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
44.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
43.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
43.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
43.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
43.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
43.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
42.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
42.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
42.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
42.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
41.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
41.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
41.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
40.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
40.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
40.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
39.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
39.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
39.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
37.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
37.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
36.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
36.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
36.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
36.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
36.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
36.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
35.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
35.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
35.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
34.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
33.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
33.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
33.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
33.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
33.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
32.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
32.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
32.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
32.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
31.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
31.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
30.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
30.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
29.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
29.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
26.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
25.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
24.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
18.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
MAT2B is validated prognostic, high expression is favorable 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
88.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
170.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
142.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
137.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
136.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
135.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
132.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
127.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
126.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
125.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
124.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
122.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
121.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
120.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
119.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
116.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
116.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
115.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
115.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
115.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
114.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
113.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
110.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
109.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
108.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
107.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
107.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
107.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
104.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
103.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
102.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
102.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
101.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
100.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
99.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
99.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
97.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
96.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
96.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
95.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
95.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
95.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
95.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
94.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
92.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
90.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
90.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
90.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
89.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
87.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
87.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
82.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
81.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
80.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
80.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
80.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
79.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
78.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
78.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
77.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
77.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
76.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
76.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
75.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
75.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
74.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
73.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
72.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
72.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
72.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
71.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
71.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
70.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
70.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
69.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
69.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
69.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
68.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
68.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
64.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
64.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
64.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
63.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
61.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
54.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
54.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
51.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
41.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
41.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
MAT2B 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
55.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
242.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
152.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
147.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
142.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
132.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
129.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
128.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
121.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
118.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
117.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
115.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
114.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
110.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
108.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
108.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
107.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
105.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
104.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
103.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
101.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
100.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
100.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
99.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
98.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
98.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
97.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
96.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
95.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
94.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
94.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
94.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
94.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
93.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
92.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
92.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
92.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
91.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
91.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
91.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
89.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
89.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
88.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
88.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
86.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
86.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
85.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
84.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
84.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
83.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
83.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
81.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
81.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
79.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
79.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
78.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
78.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
78.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
77.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
77.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
77.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
77.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
76.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
76.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
75.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
74.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
74.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
74.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
74.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
74.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
74.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
74.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
73.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
73.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
73.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
73.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
72.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
72.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
72.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
71.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
71.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
70.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
70.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
69.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
69.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
68.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
68.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
68.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
67.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
67.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
67.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
66.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
66.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
66.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
66.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
65.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
65.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
65.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
65.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
65.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
64.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
64.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
64.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
63.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
62.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
62.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
62.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
61.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
61.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
61.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
60.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
60.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
60.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
59.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
59.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
58.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
58.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
58.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
58.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
58.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
57.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
55.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
55.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
55.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
55.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
54.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
54.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
54.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
54.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
53.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
53.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
53.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
53.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
52.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
52.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
51.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
51.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
51.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
51.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
51.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
51.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
49.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
49.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
49.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
48.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
48.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
48.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
47.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
47.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
47.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
47.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
47.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
47.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
47.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
47.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
47.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
45.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
45.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
45.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
45.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
45.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
45.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
45.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
44.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
44.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
44.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
44.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
43.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
42.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
42.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
42.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
42.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
42.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
41.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
41.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
41.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
40.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
40.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
39.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
39.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
39.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
39.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
38.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
38.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
37.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
37.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
37.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
37.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
37.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
36.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
36.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
34.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
34.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
32.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
32.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
30.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
29.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
29.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
29.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
25.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
23.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
22.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
21.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
18.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
17.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
13.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079480003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0025350003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0086870003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0014350001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0001220008
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0025110003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0012090003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0006530001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0015910003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0069190001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0092190003
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0088550004
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0011410003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
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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.