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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.
OXA1L is potential prognostic, high expression is unfavorable 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
78.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
165.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
152.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
136.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
131.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
130.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
127.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
122.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
117.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
105.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
104.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
104.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
103.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
101.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
101.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
101.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
100.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
97.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
96.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
96.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
95.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
94.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
94.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
92.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
92.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
89.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
89.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
84.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
84.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
81.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
80.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
80.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
80.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
78.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
78.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
77.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
77.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
74.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
73.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
72.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
71.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
70.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
70.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
69.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
65.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
61.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
58.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
58.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
58.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
56.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
55.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
53.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
53.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
51.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
45.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
43.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
39.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
39.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
OXA1L is potential 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
63.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
144.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
127.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
125.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
122.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
121.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
115.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
115.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
114.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
114.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
113.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
113.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
112.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
112.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
111.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
110.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
109.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
109.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
108.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
108.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
108.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
108.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
108.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
107.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
107.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
107.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
107.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
106.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
105.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
105.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
105.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
105.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
104.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
103.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
102.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
102.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
102.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
102.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
102.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
101.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
101.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
101.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
99.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
98.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
98.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
98.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
98.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
98.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
97.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
97.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
97.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
96.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
95.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
94.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
94.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
94.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
94.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
94.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
94.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
93.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
93.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
93.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
93.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
93.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
93.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
92.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
92.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
91.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
91.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
91.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
91.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
91.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
91.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
90.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
90.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
90.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
90.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
89.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
89.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
89.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
88.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
88.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
88.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
88.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
88.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
88.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
88.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
87.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
87.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
87.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
87.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
86.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
86.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
86.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
86.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
86.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
86.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
86.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
85.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
85.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
85.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
85.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
85.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
84.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
84.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
84.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
84.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
84.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
83.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
83.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
83.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
83.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
83.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
82.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
82.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
82.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
82.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
82.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
81.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
81.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
81.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
81.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
81.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
80.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
80.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
80.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
80.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
80.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
80.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
79.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
79.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
79.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
79.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
79.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
79.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
78.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
78.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
78.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
77.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
77.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
77.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
77.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
77.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
77.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
77.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
77.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
76.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
76.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
76.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
76.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
76.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
76.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
76.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
76.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
76.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
76.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
76.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
76.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
76.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
75.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
75.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
75.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
75.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
75.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
75.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
75.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
75.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
75.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
74.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
74.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
74.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
74.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
74.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
74.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
74.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
74.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
74.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
74.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
74.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
73.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
73.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
73.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
73.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
73.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
73.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
73.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
72.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
72.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
72.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
72.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
72.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
72.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
72.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
71.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
71.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
71.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
71.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
71.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
71.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
71.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
71.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
71.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
70.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
70.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
70.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
70.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
70.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
70.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
70.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
70.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
70.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
70.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
69.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
69.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
69.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
69.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
69.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
69.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
69.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
69.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
69.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
69.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
69.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
68.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
67.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
67.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
67.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
67.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
67.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
67.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
67.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
66.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
66.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
66.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
66.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
66.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
66.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
66.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
66.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
66.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
65.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
65.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
65.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
65.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
65.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
65.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
65.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
65.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
64.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
64.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
64.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
64.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
63.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
63.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
63.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
63.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
63.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
63.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
63.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
63.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
63.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
62.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
62.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
62.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
62.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
62.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
62.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
62.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
62.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
62.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
62.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
61.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
61.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
61.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
60.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
60.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
60.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
60.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
60.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
60.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
60.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
59.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
59.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
59.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
59.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
59.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
59.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
59.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
58.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
58.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
58.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
58.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
57.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
57.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
57.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
56.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
55.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
55.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
55.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
55.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
55.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
54.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
54.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
54.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
54.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
54.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
54.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
54.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
54.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
54.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
54.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
54.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
53.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
53.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
53.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
53.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
53.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
52.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
52.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
52.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
52.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
51.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
51.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
51.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
51.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
50.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
50.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
50.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
50.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
50.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
50.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
49.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
49.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
49.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
48.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
48.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
48.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
48.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
48.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
48.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
47.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
47.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
47.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
47.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
47.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
47.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
47.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
46.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
46.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
46.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
46.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
46.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
46.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
46.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
46.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
45.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
45.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
45.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
45.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
45.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
45.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
43.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
43.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
42.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
42.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
42.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
41.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
41.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
41.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
40.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
40.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
40.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
40.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
39.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
39.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
39.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
39.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
39.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
38.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
38.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
38.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
37.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
37.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
37.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
36.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
36.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
36.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
36.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
35.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
33.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
33.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
33.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
32.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
28.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
27.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
26.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
25.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
25.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
24.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
23.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
23.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
22.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
21.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
21.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
18.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
16.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
11.6
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-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
OXA1L is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
71.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
140.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
124.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
121.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
113.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
108.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
105.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
103.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
100.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
97.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
95.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
93.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
92.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
90.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
89.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
89.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
88.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
88.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
87.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
87.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
87.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
86.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
85.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
85.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
84.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
84.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
84.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
83.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
83.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
82.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
81.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
80.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
80.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
79.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
79.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
79.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
78.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
78.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
77.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
77.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
76.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
76.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
74.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
73.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
73.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
73.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
72.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
71.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
70.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
70.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
70.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
69.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
68.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
68.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
68.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
67.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
64.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
64.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
63.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
63.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
63.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
63.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
62.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
62.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
61.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
60.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
60.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
59.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
57.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
55.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
53.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
53.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
52.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
51.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
51.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
51.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
50.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
44.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
42.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
40.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
40.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
38.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
37.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
30.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
OXA1L 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
65.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
159.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
149.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
148.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
148.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
142.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
140.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
139.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
137.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
137.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
135.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
129.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
128.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
125.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
124.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
124.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
123.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
120.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
119.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
115.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
113.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
112.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
112.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
112.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
111.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
109.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
108.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
108.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
108.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
107.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
107.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
105.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
104.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
104.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
104.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
103.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
101.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
101.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
101.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
100.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
100.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
99.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
98.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
98.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
98.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
98.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
97.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
96.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
96.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
95.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
95.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
94.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
93.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
93.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
93.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
93.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
91.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
91.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
90.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
90.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
90.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
89.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
88.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
88.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
87.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
86.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
85.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
85.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
85.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
84.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
84.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
84.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
83.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
83.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
83.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
83.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
83.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
82.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
82.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
82.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
82.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
81.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
81.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
80.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
80.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
80.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
79.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
78.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
78.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
77.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
77.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
77.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
77.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
77.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
76.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
76.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
76.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
75.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
75.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
74.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
74.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
74.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
74.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
74.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
73.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
73.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
73.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
73.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
72.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
71.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
71.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
71.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
71.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
71.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
70.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
69.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
69.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
69.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
69.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
68.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
68.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
68.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
68.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
67.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
67.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
66.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
66.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
66.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
66.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
65.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
65.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
65.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
65.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
64.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
64.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
64.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
63.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
63.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
63.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
63.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
63.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
62.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
62.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
62.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
62.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
61.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
61.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
61.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
60.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
60.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
60.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
60.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
60.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
59.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
58.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
58.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
58.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
58.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
57.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
57.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
57.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
57.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
56.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
55.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
55.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
55.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
54.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
53.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
53.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
53.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
52.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
52.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
51.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
51.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
51.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
51.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
51.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
51.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
51.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
51.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
50.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
50.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
49.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
49.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
49.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
49.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
48.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
48.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
47.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
47.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
47.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
46.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
45.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
44.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
44.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
43.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
43.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
42.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
42.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
41.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
41.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
41.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
41.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
40.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
40.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
39.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
39.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
38.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
37.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
34.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
34.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
33.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
32.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
31.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
31.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
31.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
30.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
30.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
29.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
28.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
26.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
26.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
26.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
25.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
25.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
23.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
23.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
22.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
22.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
22.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
18.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
16.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.7
CPT0078660003
Tumor
1.3
CPT0081880003
Tumor
1.0
CPT0078800003
Tumor
0.8
CPT0001500009
Tumor
0.7
CPT0015730003
Tumor
0.7
CPT0088690003
Tumor
0.6
CPT0089480003
Normal
0.6
CPT0092740003
Normal
0.6
CPT0088920001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0023350003
Tumor
0.6
CPT0088640003
Normal
0.6
CPT0023360001
Normal
0.6
CPT0086820003
Tumor
0.5
CPT0023710001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0092800003
Normal
0.4
CPT0006950001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0078530001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0089040001
Normal
0.3
CPT0024670003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0086950003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0077500001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0019160001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001550001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0088500001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0082010001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0012670003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0088570001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0001540009
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0001220008
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0078830003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0010160003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0006440003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0092790003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0092730003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0066480003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0019990003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0079230003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0006630003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0009080003
Normal
-0.6
CPT0076330003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0015910003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0009020003
Normal
-0.7
CPT0012370003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0065930003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0084560003
Tumor
-0.9
CPT0012920003
Normal
-0.9
CPT0088550004
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0011240003
Tumor
-2.0
CPT0017410003
Tumor
-2.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.