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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LAPTM4B 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
47.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
141.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
108.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
107.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
100.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
97.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
92.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
86.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
73.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
71.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
68.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
67.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
67.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
63.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
63.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
62.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
62.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
60.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
55.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
55.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
53.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
53.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
52.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
51.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
51.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
50.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
49.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
49.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
45.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
44.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
41.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
40.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
38.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
38.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
38.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
36.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
35.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
32.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
32.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
31.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
19.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
15.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
LAPTM4B is not prognostic 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
46.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
295.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
264.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
246.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
220.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
178.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
167.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
166.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
157.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
151.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
135.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
133.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
129.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
129.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
126.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
124.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
123.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
122.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
121.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
118.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
115.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
112.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
111.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
109.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
108.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
105.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
103.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
103.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
102.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
101.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
99.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
99.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
98.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
97.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
94.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
94.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
93.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
93.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
90.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
89.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
88.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
88.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
88.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
84.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
82.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
81.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
81.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
80.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
80.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
80.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
80.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
80.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
78.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
78.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
77.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
76.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
76.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
75.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
72.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
71.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
71.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
71.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
70.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
69.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
69.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
69.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
68.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
67.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
66.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
66.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
65.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
65.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
65.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
65.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
64.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
64.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
63.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
63.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
63.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
62.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
62.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
62.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
62.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
61.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
61.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
60.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
60.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
60.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
60.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
60.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
60.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
60.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
60.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
59.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
59.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
59.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
59.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
58.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
58.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
58.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
58.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
57.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
57.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
57.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
57.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
57.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
56.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
56.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
56.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
55.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
55.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
55.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
54.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
54.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
53.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
53.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
53.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
53.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
52.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
52.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
52.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
52.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
52.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
52.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
52.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
52.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
52.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
51.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
51.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
51.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
51.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
51.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
51.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
51.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
51.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
51.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
50.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
50.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
50.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
50.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
49.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
49.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
49.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
49.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
49.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
49.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
49.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
49.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
48.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
48.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
48.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
48.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
48.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
48.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
47.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
47.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
47.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
47.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
47.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
47.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
47.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
47.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
47.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
47.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
47.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
47.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
46.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
46.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
46.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
46.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
46.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
46.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
46.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
46.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
46.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
46.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
46.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
46.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
46.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
45.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
45.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
45.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
45.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
45.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
45.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
45.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
45.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
44.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
44.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
44.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
44.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
43.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
43.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
43.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
43.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
43.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
43.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
43.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
43.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
43.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
42.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
42.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
42.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
42.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
42.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
42.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
41.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
41.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
41.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
41.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
41.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
41.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
41.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
41.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
40.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
40.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
40.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
40.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
40.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
39.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
39.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
39.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
39.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
39.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
38.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
38.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
38.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
38.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
38.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
36.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
36.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
36.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
35.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
35.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
35.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
35.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
35.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
35.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
35.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
34.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
34.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
34.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
34.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
34.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
34.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
34.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
34.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
33.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
33.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
33.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
32.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
32.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
32.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
31.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
31.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
31.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
31.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
30.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
30.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
30.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
30.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
30.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
29.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
29.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
29.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
29.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
29.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
28.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
28.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
28.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
28.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
28.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
28.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
27.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
27.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
26.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
26.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
26.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
25.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
23.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
19.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
18.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LAPTM4B 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
52.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
468.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
182.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
147.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
122.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
121.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
99.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
83.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
77.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
73.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
71.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
69.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
66.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
66.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
64.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
64.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
62.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
58.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
57.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
57.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
57.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
57.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
56.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
55.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
54.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
54.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
54.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
53.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
52.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
51.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
51.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
48.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
48.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
47.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
47.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
45.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
44.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
44.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
39.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
39.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
39.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
37.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
37.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
36.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
35.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
35.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
35.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
35.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
35.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
28.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
28.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
27.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LAPTM4B 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
93.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
337.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
268.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
256.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
247.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
244.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
238.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
234.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
231.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
209.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
199.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
198.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
195.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
194.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
192.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
192.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
191.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
190.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
184.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
183.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
183.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
179.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
178.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
176.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
171.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
170.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
170.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
168.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
167.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
167.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
163.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
163.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
159.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
158.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
156.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
155.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
154.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
153.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
153.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
152.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
151.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
150.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
148.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
145.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
144.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
143.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
142.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
142.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
142.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
141.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
141.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
140.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
140.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
140.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
139.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
139.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
139.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
138.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
135.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
134.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
133.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
133.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
128.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
126.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
123.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
122.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
122.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
120.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
120.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
119.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
118.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
116.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
116.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
115.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
115.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
115.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
115.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
115.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
115.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
115.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
115.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
114.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
113.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
113.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
113.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
111.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
109.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
109.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
109.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
109.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
109.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
108.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
107.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
107.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
107.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
107.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
107.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
106.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
105.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
105.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
104.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
104.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
104.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
103.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
102.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
102.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
101.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
101.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
100.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
100.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
99.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
99.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
98.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
97.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
95.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
95.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
95.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
94.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
94.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
94.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
93.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
93.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
93.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
92.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
92.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
91.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
90.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
90.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
89.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
88.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
88.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
88.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
87.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
87.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
86.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
86.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
85.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
85.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
85.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
85.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
85.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
85.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
84.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
84.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
83.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
82.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
82.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
82.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
82.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
82.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
81.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
81.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
81.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
79.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
79.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
78.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
78.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
78.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
78.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
77.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
77.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
77.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
77.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
76.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
76.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
74.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
74.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
73.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
72.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
71.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
71.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
71.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
71.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
71.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
71.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
71.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
71.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
70.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
70.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
70.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
70.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
69.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
69.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
69.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
68.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
66.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
65.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
65.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
63.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
63.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
62.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
62.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
61.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
60.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
60.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
60.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
58.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
58.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
58.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
57.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
57.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
57.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
57.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
57.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
54.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
54.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
54.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
53.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
53.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
53.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
53.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
53.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
52.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
51.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
51.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
51.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
50.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
50.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
50.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
50.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
49.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
49.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
49.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
48.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
48.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
47.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
47.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
47.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
46.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
45.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
44.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
44.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
43.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
42.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
40.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
39.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
39.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
39.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
39.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
38.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
38.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
38.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
37.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
36.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
36.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
36.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
36.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
35.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
35.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
35.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
32.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
32.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
31.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
29.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
29.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
25.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
17.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
