We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TMEM9B 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
88.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
156.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
151.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
150.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
147.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
147.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
135.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
134.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
132.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
132.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
130.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
128.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
128.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
126.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
118.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
115.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
114.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
111.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
111.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
110.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
110.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
106.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
106.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
105.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
100.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
100.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
99.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
99.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
97.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
94.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
91.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
89.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
89.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
89.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
88.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
86.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
86.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
83.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
76.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
72.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
71.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
69.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
68.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
67.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
65.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
61.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
59.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
58.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
57.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
57.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
55.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
53.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
52.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
52.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
48.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
41.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
40.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
37.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
36.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
30.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
26.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
TMEM9B 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
43.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
128.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
126.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
126.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
118.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
111.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
106.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
95.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
92.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
91.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
91.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
84.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
84.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
82.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
81.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
78.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
77.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
72.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
72.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
71.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
71.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
70.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
70.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
68.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
67.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
67.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
66.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
65.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
65.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
64.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
64.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
64.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
64.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
64.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
63.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
63.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
63.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
63.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
63.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
62.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
62.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
62.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
62.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
61.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
61.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
61.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
61.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
60.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
60.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
59.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
59.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
59.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
59.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
59.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
59.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
59.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
59.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
58.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
58.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
58.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
58.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
57.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
57.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
57.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
57.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
57.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
57.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
56.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
56.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
56.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
56.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
56.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
55.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
55.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
55.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
55.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
54.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
54.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
54.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
54.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
54.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
53.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
53.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
53.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
53.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
53.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
53.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
53.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
53.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
52.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
52.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
52.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
52.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
52.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
52.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
51.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
51.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
51.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
51.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
51.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
51.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
51.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
51.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
51.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
51.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
51.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
51.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
51.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
50.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
50.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
50.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
50.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
50.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
50.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
50.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
50.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
49.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
49.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
49.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
49.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
49.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
49.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
49.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
49.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
49.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
49.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
49.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
49.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
49.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
49.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
49.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
49.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
49.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
48.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
48.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
48.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
48.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
48.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
48.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
48.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
48.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
48.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
48.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
47.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
47.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
47.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
47.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
47.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
47.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
47.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
47.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
47.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
47.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
47.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
47.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
47.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
46.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
46.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
46.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
46.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
46.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
46.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
46.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
46.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
46.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
45.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
45.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
45.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
45.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
45.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
45.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
45.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
45.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
45.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
45.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
45.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
44.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
44.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
44.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
44.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
44.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
44.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
44.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
44.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
44.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
44.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
44.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
44.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
44.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
44.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
44.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
43.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
43.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
43.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
43.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
43.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
43.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
43.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
43.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
43.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
43.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
43.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
43.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
43.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
42.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
42.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
42.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
42.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
42.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
42.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
42.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
42.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
42.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
42.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
42.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
42.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
42.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
41.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
41.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
41.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
41.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
41.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
41.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
41.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
41.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
41.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
41.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
41.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
41.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
41.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
41.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
41.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
40.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
40.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
40.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
40.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
40.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
40.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
40.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
40.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
40.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
39.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
39.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
39.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
39.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
39.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
39.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
39.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
39.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
39.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
38.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
38.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
38.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
38.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
38.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
38.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
38.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
38.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
38.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
38.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
38.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
38.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
38.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
37.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
37.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
37.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
37.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
37.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
37.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
37.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
37.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
37.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
37.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
37.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
37.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
37.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
37.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
36.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
36.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
36.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
36.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
36.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
36.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
35.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
35.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
35.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
35.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
34.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
34.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
34.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
34.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
34.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
34.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
33.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
33.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
33.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
33.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
33.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
32.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
32.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
32.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
32.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
31.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
31.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
31.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
31.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
31.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
31.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
30.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
30.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
30.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
30.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
29.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
29.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
28.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
28.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
28.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
28.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
28.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
28.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
28.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
28.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
27.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
27.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
26.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
26.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
26.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
25.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
24.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
23.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
23.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
22.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
21.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
21.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
16.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.1
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.
TMEM9B 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
50.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
83.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
77.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
75.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
73.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
70.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
70.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
67.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
67.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
66.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
65.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
65.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
64.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
63.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
63.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
62.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
62.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
62.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
61.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
61.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
61.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
60.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
60.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
60.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
60.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
59.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
58.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
57.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
57.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
57.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
57.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
56.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
56.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
56.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
55.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
54.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
53.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
53.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
53.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
52.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
52.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
51.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
51.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
50.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
50.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
50.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
48.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
48.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
47.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
47.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
46.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
46.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
46.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
46.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
45.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
44.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
44.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
43.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
43.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
42.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
42.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
42.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
42.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
42.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
41.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
41.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
38.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
38.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
37.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
36.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
35.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
31.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
30.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
TMEM9B 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
46.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
134.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
106.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
104.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
102.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
100.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
99.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
91.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
90.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
89.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
87.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
86.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
84.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
82.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
80.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
79.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
79.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
77.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
77.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
75.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
74.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
73.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
73.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
72.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
72.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
71.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
70.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
70.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
70.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
69.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
68.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
68.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
67.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
66.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
66.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
66.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
65.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
65.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
65.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
65.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
65.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
64.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
64.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
64.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
63.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
63.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
63.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
63.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
61.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
61.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
61.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
61.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
60.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
60.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
60.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
59.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
59.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
59.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
58.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
58.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
57.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
57.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
56.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
56.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
56.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
55.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
55.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
55.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
54.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
54.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
54.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
54.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
53.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
53.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
53.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
53.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
53.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
52.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
52.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
52.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
52.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
51.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
51.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
51.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
50.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
49.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
49.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
49.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
49.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
49.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
49.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
49.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
49.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
48.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
48.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
48.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
48.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
47.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
47.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
46.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
46.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
46.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
46.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
46.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
45.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
45.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
45.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
44.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
44.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
44.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
44.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
44.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
44.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
44.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
43.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
43.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
43.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
43.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
43.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
42.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
42.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
42.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
42.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
42.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
42.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
41.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
41.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
41.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
41.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
41.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
40.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
40.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
40.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
40.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
40.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
40.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
40.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
39.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
39.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
39.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
39.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
39.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
39.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
38.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
38.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
38.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
38.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
38.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
37.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
37.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
37.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
37.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
37.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
37.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
37.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
36.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
36.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
35.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
35.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
35.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
35.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
35.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
35.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
34.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
34.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
34.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
34.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
34.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
33.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
33.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
33.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
33.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
33.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
32.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
32.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
32.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
32.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
31.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
30.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
30.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
29.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
29.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
29.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
28.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
27.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
26.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
26.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
25.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
24.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
22.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
22.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
22.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001350001
Normal
0.7
CPT0078660003
Tumor
0.7
CPT0076350001
Normal
0.6
CPT0092740003
Normal
0.6
CPT0077140001
Normal
0.6
CPT0001190001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0092800003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0063640001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0026420001
Normal
0.4
CPT0025110003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0010170001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0017450001
Normal
0.4
CPT0065430003
Tumor
0.4
CPT0087050003
Normal
0.4
CPT0025290003
Tumor
0.4
CPT0077500001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0007470001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0065690003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0001550001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0069190001
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0001340003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0079300001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0012090003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0000660001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0010110003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0086870003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0025050003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0089020003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0001500009
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0025580004
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0001260009
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0066480003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0012670003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0069160003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0088760003
Tumor
-0.9
CPT0006630003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0017410003
Tumor
-1.2
CPT0011240003
Tumor
-1.3
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
