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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.
TMBIM4 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
67.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
170.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
147.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
122.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
119.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
118.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
110.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
109.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
108.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
103.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
100.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
99.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
96.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
95.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
94.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
93.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
91.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
88.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
81.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
80.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
78.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
78.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
76.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
75.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
72.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
71.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
71.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
67.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
67.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
63.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
63.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
63.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
62.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
62.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
61.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
61.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
60.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
56.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
54.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
52.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
52.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
51.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
51.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
51.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
48.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
48.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
46.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
45.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
45.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
44.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
43.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
42.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
42.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
39.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
37.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
37.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
34.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
29.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
TMBIM4 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
65.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
187.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
134.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
134.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
127.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
125.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
125.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
124.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
123.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
123.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
120.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
120.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
117.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
116.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
115.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
115.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
114.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
113.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
112.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
111.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
110.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
109.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
107.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
105.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
105.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
105.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
104.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
104.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
103.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
103.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
102.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
102.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
101.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
101.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
101.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
100.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
98.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
98.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
96.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
96.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
95.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
95.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
95.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
95.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
95.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
95.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
94.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
94.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
94.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
94.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
93.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
93.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
93.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
93.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
92.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
91.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
91.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
91.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
90.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
90.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
90.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
90.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
90.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
90.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
90.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
89.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
89.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
89.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
89.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
88.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
88.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
88.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
88.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
87.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
87.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
87.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
87.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
86.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
86.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
86.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
86.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
86.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
86.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
86.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
85.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
85.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
85.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
85.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
85.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
84.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
84.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
84.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
84.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
84.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
84.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
84.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
83.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
83.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
83.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
83.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
83.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
83.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
82.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
82.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
82.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
82.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
81.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
81.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
81.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
81.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
81.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
81.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
81.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
81.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
81.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
81.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
80.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
80.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
80.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
80.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
79.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
79.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
79.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
79.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
78.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
78.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
78.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
78.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
78.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
78.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
78.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
78.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
78.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
78.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
78.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
78.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
78.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
77.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
77.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
77.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
77.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
77.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
77.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
77.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
76.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
76.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
76.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
76.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
76.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
76.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
76.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
76.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
75.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
75.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
75.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
75.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
75.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
75.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
75.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
75.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
75.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
75.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
75.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
75.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
75.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
74.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
74.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
74.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
74.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
74.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
74.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
74.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
74.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
74.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
74.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
74.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
74.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
73.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
73.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
73.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
73.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
73.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
73.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
73.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
73.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
72.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
72.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
72.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
72.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
72.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
71.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
71.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
71.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
71.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
71.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
71.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
71.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
71.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
71.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
70.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
70.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
70.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
70.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
70.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
70.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
70.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
70.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
70.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
70.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
70.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
69.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
69.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
69.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
69.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
69.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
69.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
69.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
68.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
68.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
68.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
68.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
68.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
68.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
68.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
68.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
68.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
68.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
68.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
67.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
67.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
67.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
67.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
67.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
67.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
67.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
67.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
66.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
66.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
66.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
66.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
66.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
66.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
66.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
66.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
66.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
66.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
66.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
65.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
65.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
65.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
65.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
65.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
65.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
65.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
65.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
65.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
65.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
64.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
64.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
64.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
64.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
64.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
64.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
63.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
63.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
63.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
63.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
63.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
63.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
63.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
63.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
63.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
63.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
63.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
62.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
62.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
61.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
61.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
61.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
61.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
61.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
61.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
60.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
60.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
60.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
60.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
60.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
60.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
60.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
60.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
60.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
60.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
60.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
60.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
59.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
59.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
59.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
59.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
59.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
59.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
59.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
59.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
59.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
59.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
59.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
58.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
58.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
58.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
58.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
57.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
57.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
57.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
57.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
57.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
57.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
57.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
57.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
56.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
56.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
56.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
56.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
56.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
56.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
56.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
56.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
55.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
55.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
55.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
55.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
55.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
55.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
54.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
54.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
54.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
54.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
54.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
53.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
53.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
53.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
53.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
53.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
53.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
53.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
53.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
53.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
52.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
52.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
52.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
52.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
52.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
52.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
51.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
51.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
50.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
50.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
50.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
50.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
50.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
50.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
50.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
50.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
50.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
50.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
49.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
49.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
48.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
48.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
48.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
48.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
48.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
47.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
46.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
46.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
46.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
46.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
46.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
46.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
46.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
46.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
46.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
46.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
44.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
44.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
43.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
43.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
43.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
43.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
42.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
42.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
42.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
42.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
42.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
41.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
39.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
39.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
39.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
38.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
38.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
38.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
38.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
38.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
38.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
38.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
37.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
36.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
36.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
36.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
36.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
36.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
35.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
35.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
34.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
33.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
33.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
33.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
32.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
32.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
31.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
31.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
31.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
30.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
30.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
30.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
29.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
29.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
24.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
24.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
17.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMBIM4 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
93.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
147.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
141.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
137.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
134.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
132.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
130.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
128.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
125.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
125.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
124.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
124.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
122.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
120.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
117.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
117.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
116.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
116.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
114.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
111.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
111.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
110.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
110.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
109.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
108.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
108.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
108.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
108.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
106.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
104.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
104.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
103.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
103.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
102.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
101.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
101.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
100.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
99.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
99.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
99.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
98.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
98.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
97.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
97.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
97.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
97.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
96.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
95.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
95.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
95.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
94.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
92.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
92.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
90.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
90.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
90.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
90.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
89.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
88.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
88.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
88.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
87.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
86.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
85.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
84.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
84.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
84.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
82.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
81.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
81.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
81.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
80.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
79.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
78.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
77.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
76.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
74.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
73.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
72.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
72.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
72.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
72.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
72.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
71.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
70.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
70.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
69.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
69.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
68.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
67.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
67.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
65.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
57.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
56.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
56.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
52.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
49.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMBIM4 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
54.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
155.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
152.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
132.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
122.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
117.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
114.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
113.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
111.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
106.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
105.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
105.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
102.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
100.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
99.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
99.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
98.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
98.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
97.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
96.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
94.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
94.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
94.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
93.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
92.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
92.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
90.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
89.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
89.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
89.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
87.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
86.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
85.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
85.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
84.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
84.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
83.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
83.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
82.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
82.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
82.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
81.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
81.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
80.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
79.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
79.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
79.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
78.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
77.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
77.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
77.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
76.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
76.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
76.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
75.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
74.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
74.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
74.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
74.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
74.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
73.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
73.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
73.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
73.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
73.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
72.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
72.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
72.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
72.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
71.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
71.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
71.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
71.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
71.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
71.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
71.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
70.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
70.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
68.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
68.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
68.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
68.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
68.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
67.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
66.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
66.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
66.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
65.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
65.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
65.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
65.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
65.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
65.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
65.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
65.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
64.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
64.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
63.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
63.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
63.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
63.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
63.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
63.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
63.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
62.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
62.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
62.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
62.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
62.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
61.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
61.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
61.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
61.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
61.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
60.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
59.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
59.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
59.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
58.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
58.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
58.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
58.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
58.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
57.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
57.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
57.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
56.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
56.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
56.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
56.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
55.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
55.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
54.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
54.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
54.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
54.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
53.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
53.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
53.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
53.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
53.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
52.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
51.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
51.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
51.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
50.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
50.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
49.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
48.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
47.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
47.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
47.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
47.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
46.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
46.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
46.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
45.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
45.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
45.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
45.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
45.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
44.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
44.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
44.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
43.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
43.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
43.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
42.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
42.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
41.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
41.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
40.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
40.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
40.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
40.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
39.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
39.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
39.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
39.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
39.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
38.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
38.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
37.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
35.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
34.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
34.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
34.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
34.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
33.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
33.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
32.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
30.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
29.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
29.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
28.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
27.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
26.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
25.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
25.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
24.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
23.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
20.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
16.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
13.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
2.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
