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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.
FAM120A is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
112.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
105.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
93.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
76.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
75.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
74.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
73.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
73.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
73.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
73.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
71.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
70.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
69.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
67.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
67.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
65.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
63.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
63.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
63.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
62.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
60.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
58.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
57.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
55.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
54.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
54.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
52.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
51.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
50.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
50.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
47.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
44.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
43.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
36.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
36.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
34.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
34.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
34.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
34.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
32.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
31.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
31.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
29.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
21.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 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.
FAM120A 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
48.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
159.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
125.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
115.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
106.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
105.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
105.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
103.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
99.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
97.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
96.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
94.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
90.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
90.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
89.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
89.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
89.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
89.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
89.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
88.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
88.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
88.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
85.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
85.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
84.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
84.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
84.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
84.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
83.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
81.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
81.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
81.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
80.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
80.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
79.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
79.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
78.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
78.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
78.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
78.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
78.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
77.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
77.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
77.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
77.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
77.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
77.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
77.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
76.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
76.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
76.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
74.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
74.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
74.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
74.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
74.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
74.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
74.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
73.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
73.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
72.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
72.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
72.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
72.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
72.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
71.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
71.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
71.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
70.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
70.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
70.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
70.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
70.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
69.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
69.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
69.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
68.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
68.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
68.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
68.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
68.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
68.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
67.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
67.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
67.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
67.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
67.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
66.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
66.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
66.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
66.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
66.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
66.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
65.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
65.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
64.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
64.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
64.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
64.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
63.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
63.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
63.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
63.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
63.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
63.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
63.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
63.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
63.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
63.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
62.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
62.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
62.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
62.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
62.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
62.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
62.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
62.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
62.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
61.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
61.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
61.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
61.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
61.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
61.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
61.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
61.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
60.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
60.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
60.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
60.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
60.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
60.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
60.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
59.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
59.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
59.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
59.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
58.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
58.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
58.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
58.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
58.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
58.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
57.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
57.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
57.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
57.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
57.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
57.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
56.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
56.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
56.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
56.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
56.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
56.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
56.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
56.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
56.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
56.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
56.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
56.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
55.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
55.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
55.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
55.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
55.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
55.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
55.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
55.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
54.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
54.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
54.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
54.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
54.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
54.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
54.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
54.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
54.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
54.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
54.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
54.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
54.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
53.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
53.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
53.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
53.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
53.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
53.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
53.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
53.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
53.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
53.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
52.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
52.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
52.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
52.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
52.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
52.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
52.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
52.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
52.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
51.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
51.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
51.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
51.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
51.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
51.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
51.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
51.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
50.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
50.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
50.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
50.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
50.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
50.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
50.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
50.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
50.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
49.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
49.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
49.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
49.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
49.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
48.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
48.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
48.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
48.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
48.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
48.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
47.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
47.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
47.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
47.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
46.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
46.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
46.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
46.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
45.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
45.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
45.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
45.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
45.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
45.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
45.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
45.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
45.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
44.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
44.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
44.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
44.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
44.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
44.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
44.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
44.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
44.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
44.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
44.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
44.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
43.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
43.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
43.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
43.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
43.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
43.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
43.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
43.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
42.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
42.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
42.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
42.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
42.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
41.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
41.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
41.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
41.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
41.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
41.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
40.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
40.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
39.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
39.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
39.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
39.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
38.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
38.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
38.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
38.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
38.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
38.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
38.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
38.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
37.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
37.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
37.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
37.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
37.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
37.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
36.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
36.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
36.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
36.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
36.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
36.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
36.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
36.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
36.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
35.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
35.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
35.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
35.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
35.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
34.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
34.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
34.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
34.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
33.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
33.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
33.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
33.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
33.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
32.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
32.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
31.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
31.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
30.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
30.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
30.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
29.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
29.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
29.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
28.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
27.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
27.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
26.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
26.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
25.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
25.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
23.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
23.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
22.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
22.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
21.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
20.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 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.
FAM120A 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
64.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
117.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
117.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
117.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
110.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
104.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
103.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
103.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
101.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
99.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
96.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
93.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
91.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
88.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
87.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
85.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
82.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
81.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
81.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
80.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
80.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
80.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
79.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
78.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
78.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
77.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
77.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
76.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
76.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
75.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
74.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
73.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
73.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
73.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
72.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
71.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
71.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
70.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
70.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
69.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
68.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
68.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
68.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
68.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
68.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
67.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
67.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
67.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
66.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
66.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
62.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
61.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
61.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
60.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
60.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
60.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
59.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
59.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
56.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
56.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
56.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
55.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
54.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
53.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
51.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
50.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
49.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
49.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
48.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
47.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
46.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
45.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
45.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
45.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
44.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
43.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
42.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
41.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
39.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
38.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
38.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
35.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
35.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM120A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
178.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
141.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
121.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
119.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
113.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
111.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
108.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
107.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
106.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
103.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
101.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
97.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
96.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
95.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
95.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
94.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
93.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
92.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
91.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
87.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
87.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
86.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
85.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
84.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
82.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
80.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
79.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
78.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
78.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
77.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
77.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
77.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
75.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
74.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
73.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
72.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
70.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
69.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
69.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
68.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
68.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
68.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
67.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
67.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
66.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
66.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
66.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
65.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
65.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
64.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
64.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
64.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
64.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
63.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
61.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
61.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
60.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
60.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
60.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
60.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
60.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
60.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
59.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
59.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
59.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
59.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
58.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
58.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
58.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
58.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
57.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
56.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
56.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
56.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
56.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
56.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
55.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
55.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
55.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
55.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
55.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
54.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
54.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
54.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
54.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
54.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
53.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
53.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
53.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
52.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
52.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
51.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
51.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
51.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
50.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
50.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
50.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
50.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
50.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
49.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
48.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
48.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
48.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
48.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
47.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
47.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
47.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
47.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
47.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
47.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
46.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
46.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
46.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
46.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
46.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
46.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
45.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
45.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
44.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
44.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
44.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
44.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
44.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
44.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
44.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
44.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
43.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
43.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
43.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
42.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
42.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
42.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
42.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
42.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
41.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
41.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
41.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
40.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
40.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
39.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
39.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
39.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
39.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
39.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
38.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
38.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
37.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
37.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
36.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
36.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
36.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
35.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
35.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
35.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
35.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
34.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
34.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
34.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
34.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
34.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
33.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
33.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
32.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
32.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
30.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
30.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
29.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
29.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
28.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
28.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
28.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
28.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
28.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
27.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
27.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
27.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
27.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
26.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
26.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
25.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
25.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
24.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
23.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
23.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
23.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
23.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
21.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
21.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
21.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
20.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
15.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.6
CPT0001180009
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0088970003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0065450001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0025060001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0079410003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0007470001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0092190003
Normal
0.0
CPT0084590001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0017410003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0015810003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0021240003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
