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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.
ADIPOR1 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
51.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
192.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
94.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
89.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
87.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
82.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
80.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
79.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
76.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
76.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
72.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
70.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
66.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
66.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
62.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
61.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
60.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
59.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
58.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
57.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
57.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
56.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
56.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
55.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
54.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
53.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
53.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
52.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
52.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
52.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
49.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
49.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
47.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
46.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
45.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
44.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
43.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
41.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
40.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
37.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
37.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
37.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
35.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
34.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
32.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
32.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
32.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
32.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
31.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
31.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
23.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
21.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADIPOR1 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
75.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
173.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
172.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
161.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
156.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
146.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
139.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
139.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
132.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
131.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
131.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
127.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
127.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
124.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
123.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
123.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
122.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
118.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
117.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
116.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
114.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
113.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
113.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
109.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
109.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
109.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
108.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
105.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
105.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
105.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
105.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
104.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
104.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
103.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
103.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
103.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
103.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
103.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
103.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
103.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
102.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
102.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
101.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
101.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
101.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
101.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
101.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
101.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
101.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
101.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
101.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
101.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
100.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
100.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
99.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
99.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
99.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
98.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
98.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
98.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
98.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
98.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
97.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
97.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
97.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
97.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
97.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
97.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
97.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
97.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
96.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
96.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
96.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
96.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
96.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
96.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
96.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
95.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
95.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
95.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
95.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
95.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
95.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
95.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
95.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
95.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
94.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
94.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
94.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
94.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
93.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
93.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
93.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
93.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
93.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
93.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
93.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
93.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
93.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
92.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
92.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
92.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
92.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
92.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
91.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
91.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
91.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
91.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
91.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
91.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
91.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
91.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
90.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
90.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
90.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
90.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
90.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
90.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
90.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
90.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
90.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
90.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
89.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
89.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
89.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
89.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
89.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
89.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
89.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
88.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
88.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
88.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
88.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
88.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
88.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
88.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
88.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
88.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
88.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
87.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
87.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
87.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
87.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
87.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
87.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
87.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
87.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
87.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
87.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
87.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
87.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
87.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
87.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
86.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
86.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
86.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
86.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
86.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
86.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
86.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
86.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
86.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
86.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
85.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
85.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
85.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
85.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
85.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
85.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
85.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
85.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
85.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
84.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
84.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
84.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
84.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
84.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
84.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
84.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
84.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
84.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
84.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
84.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
83.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
83.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
83.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
83.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
83.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
83.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
83.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
83.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
83.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
83.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
83.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
83.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
83.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
83.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
82.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
82.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
82.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
82.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
82.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
82.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
82.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
82.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
82.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
81.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
81.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
81.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
81.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
81.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
81.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
81.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
81.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
81.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
81.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
81.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
81.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
81.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
81.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
80.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
80.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
80.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
80.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
80.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
80.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
80.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
80.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
80.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
79.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
79.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
79.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
79.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
79.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
79.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
79.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
79.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
79.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
79.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
79.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
78.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
78.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
78.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
78.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
78.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
78.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
78.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
78.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
78.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
78.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
77.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
77.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
77.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
77.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
77.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
77.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
77.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
77.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
76.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
76.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
76.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
76.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
76.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
76.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
76.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
76.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
75.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
75.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
75.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
75.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
75.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
75.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
75.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
75.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
75.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
75.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
75.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
74.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
74.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
74.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
74.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
74.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
74.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
74.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
74.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
73.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
73.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
73.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
73.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
73.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
73.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
73.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
73.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
73.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
73.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
73.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
73.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
73.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
73.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
73.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
73.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
73.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
73.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
73.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
73.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
72.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
72.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
72.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
72.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
72.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
72.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
72.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
72.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
71.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
71.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
71.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
71.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
71.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
70.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
70.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
70.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
70.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
70.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
70.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
69.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
69.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
69.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
69.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
69.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
69.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
69.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
69.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
68.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
68.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
68.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
68.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
68.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
68.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
68.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
68.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
68.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
68.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
68.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
68.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
67.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
67.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
67.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
67.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
67.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
67.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
67.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
66.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
66.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
66.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
66.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
66.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
66.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
65.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
65.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
65.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
65.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
65.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
65.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
65.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
65.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
64.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
64.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
64.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
64.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
64.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
64.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
63.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
63.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
63.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
63.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
63.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
63.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
62.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
62.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
62.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
61.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
61.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
61.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
61.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
61.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
60.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
60.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
60.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
60.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
60.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
60.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
59.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
59.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
58.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
58.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
58.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
57.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
57.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
57.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
57.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
56.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
56.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
55.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
55.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
54.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
54.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
54.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
54.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
54.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
54.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
53.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
53.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
53.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
53.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
52.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
52.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
52.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
52.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
52.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
51.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
50.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
50.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
50.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
50.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
50.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
50.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
49.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
49.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
49.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
49.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
48.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
48.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
48.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
48.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
48.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
48.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
48.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
47.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
47.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
46.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
46.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
46.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
46.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
46.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
45.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
45.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
45.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
45.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
45.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
45.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
45.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
44.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
44.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
43.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
43.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
41.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
41.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
40.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
40.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
40.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
40.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
40.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
39.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
39.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
39.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
38.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
38.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
36.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
36.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
36.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
35.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
34.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
34.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
34.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
33.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
31.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
28.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
27.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
27.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
25.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
23.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.2
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.
ADIPOR1 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
80.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
162.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
125.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
122.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
118.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
110.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
106.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
100.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
98.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
96.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
96.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
95.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
95.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
94.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
94.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
94.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
93.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
93.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
93.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
93.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
93.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
93.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
92.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
92.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
92.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
91.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
91.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
90.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
89.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
89.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
89.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
88.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
88.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
87.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
87.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
86.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
85.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
85.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
84.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
84.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
84.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
84.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
83.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
83.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
82.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
82.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
82.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
81.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
81.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
80.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
80.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
80.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
79.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
78.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
78.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
78.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
78.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
78.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
77.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
77.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
77.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
77.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
76.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
76.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
76.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
73.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
73.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
72.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
72.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
71.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
71.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
70.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
69.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
67.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
67.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
66.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
66.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
65.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
60.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
59.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
58.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
57.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
57.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
56.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
55.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
54.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
54.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
53.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
52.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
48.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
42.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
37.8
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.
ADIPOR1 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
61.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
172.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
167.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
160.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
147.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
133.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
126.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
123.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
121.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
121.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
111.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
111.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
110.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
108.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
102.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
102.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
102.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
101.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
101.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
96.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
96.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
96.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
96.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
95.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
95.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
94.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
94.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
94.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
93.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
92.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
91.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
89.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
89.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
88.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
88.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
87.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
87.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
87.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
87.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
87.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
86.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
86.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
86.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
84.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
83.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
82.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
82.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
82.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
80.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
80.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
80.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
80.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
79.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
79.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
78.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
78.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
78.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
77.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
77.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
76.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
76.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
76.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
75.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
75.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
74.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
74.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
74.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
74.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
73.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
73.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
73.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
73.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
73.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
72.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
72.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
72.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
72.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
71.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
71.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
71.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
70.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
70.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
70.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
69.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
69.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
68.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
68.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
68.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
68.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
67.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
67.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
67.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
67.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
67.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
67.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
67.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
67.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
66.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
66.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
65.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
65.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
65.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
64.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
64.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
64.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
64.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
64.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
63.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
63.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
63.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
63.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
62.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
62.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
62.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
62.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
61.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
61.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
61.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
61.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
61.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
61.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
61.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
60.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
60.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
60.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
60.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
60.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
60.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
59.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
59.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
59.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
59.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
58.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
58.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
58.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
58.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
57.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
57.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
57.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
57.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
57.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
57.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
56.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
56.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
56.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
56.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
55.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
55.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
55.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
55.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
55.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
55.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
55.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
54.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
54.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
54.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
54.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
54.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
54.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
53.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
53.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
53.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
52.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
52.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
52.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
52.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
52.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
51.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
51.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
51.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
51.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
51.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
50.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
50.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
49.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
49.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
49.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
49.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
49.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
49.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
48.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
48.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
48.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
48.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
47.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
47.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
47.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
47.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
47.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
47.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
47.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
46.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
46.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
46.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
46.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
45.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
45.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
45.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
44.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
44.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
44.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
43.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
43.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
42.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
42.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
42.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
42.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
42.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
42.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
42.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
42.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
41.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
41.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
41.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
41.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
40.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
39.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
39.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
39.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
39.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
39.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
38.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
38.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
37.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
37.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
36.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
35.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
34.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
34.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
33.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
32.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
31.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
31.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
30.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
28.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
25.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.6
CPT0092740003
Normal
1.4
CPT0089040001
Normal
1.0
CPT0087050003
Normal
0.9
CPT0000890001
Normal
0.8
CPT0078530001
Normal
0.8
CPT0023360001
Normal
0.7
CPT0088710001
Normal
0.6
CPT0078670001
Normal
0.5
CPT0079510001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0079430001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0006950001
Normal
0.4
CPT0025920001
Normal
0.4
CPT0079000001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0077490003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0001350001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0075570001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0002370001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0063640001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0069160003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0088760003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0081600003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0023690003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0077320001
Normal
-0.6
CPT0089020003
Tumor
-0.6
CPT0023350003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0092190003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001230001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
