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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.
LYRM1 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
17.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
37.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
35.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
34.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
28.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
27.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
27.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
26.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
25.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
24.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
23.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
22.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
20.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
15.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
2.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LYRM1 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
35.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
232.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
171.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
120.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
105.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
104.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
102.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
100.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
95.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
95.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
91.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
90.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
88.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
85.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
80.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
80.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
76.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
73.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
71.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
71.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
70.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
70.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
70.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
69.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
69.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
69.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
67.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
67.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
66.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
65.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
65.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
65.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
65.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
65.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
64.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
63.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
62.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
61.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
61.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
60.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
60.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
59.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
58.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
57.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
57.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
57.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
57.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
56.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
56.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
56.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
55.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
55.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
54.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
53.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
53.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
52.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
52.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
52.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
51.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
51.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
51.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
51.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
51.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
51.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
51.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
50.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
50.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
50.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
50.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
50.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
50.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
50.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
49.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
48.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
48.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
48.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
48.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
47.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
47.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
47.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
47.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
47.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
47.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
46.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
46.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
46.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
46.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
46.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
45.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
45.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
45.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
45.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
45.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
44.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
44.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
44.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
44.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
44.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
44.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
44.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
44.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
44.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
44.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
43.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
43.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
43.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
42.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
42.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
42.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
42.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
41.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
41.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
41.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
40.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
40.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
40.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
40.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
40.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
40.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
40.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
40.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
39.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
39.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
39.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
39.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
39.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
38.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
38.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
38.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
38.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
38.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
37.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
37.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
37.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
36.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
36.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
36.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
35.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
35.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
35.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
35.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
35.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
35.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
35.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
34.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
34.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
34.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
34.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
33.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
33.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
33.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
33.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
33.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
33.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
33.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
32.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
32.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
32.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
32.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
32.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
32.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
32.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
32.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
32.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
32.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
31.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
31.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
31.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
31.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
31.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
31.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
31.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
31.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
31.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
30.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
30.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
30.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
30.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
30.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
30.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
30.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
30.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
30.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
30.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
30.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
29.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
29.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
28.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
28.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
28.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
28.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
28.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
28.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
27.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
27.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
27.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
27.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
27.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
27.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
27.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
26.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
26.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
26.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
26.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
26.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
26.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
25.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
25.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
24.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
24.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
24.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
24.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
24.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
23.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
23.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
23.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
22.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
22.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
20.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
20.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
19.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
19.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
17.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
LYRM1 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
40.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
119.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
114.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
89.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
86.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
80.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
80.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
77.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
75.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
73.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
73.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
72.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
71.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
64.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
59.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
52.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
51.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
50.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
50.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
49.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
49.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
46.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
45.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
44.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
44.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
41.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
40.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
39.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
38.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
38.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
38.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
36.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
36.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
36.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
33.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
32.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
31.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
30.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
26.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
26.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
25.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
21.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
18.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
LYRM1 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
34.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
88.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
82.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
81.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
75.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
69.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
68.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
68.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
68.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
65.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
64.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
64.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
63.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
62.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
62.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
61.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
58.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
56.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
55.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
55.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
54.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
53.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
52.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
52.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
51.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
51.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
51.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
50.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
50.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
50.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
49.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
48.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
48.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
48.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
48.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
48.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
48.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
48.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
47.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
47.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
46.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
46.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
46.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
45.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
45.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
45.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
45.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
45.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
45.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
45.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
44.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
44.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
43.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
43.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
43.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
43.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
43.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
43.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
43.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
42.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
42.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
41.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
40.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
40.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
40.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
40.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
40.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
40.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
40.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
40.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
39.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
39.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
39.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
39.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
39.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
39.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
39.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
38.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
38.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
38.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
38.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
37.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
37.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
37.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
37.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
37.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
36.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
36.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
36.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
36.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
35.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
35.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
35.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
35.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
34.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
34.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
34.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
34.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
34.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
34.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
33.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
33.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
33.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
33.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
33.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
32.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
32.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
32.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
32.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
31.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
31.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
31.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
31.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
31.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
31.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
31.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
31.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
31.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
31.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
31.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
31.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
30.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
30.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
29.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
29.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
29.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
29.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
29.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
28.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
28.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
28.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
28.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
27.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
27.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
26.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
26.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
26.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
26.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
25.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
25.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
23.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
23.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
22.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
22.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
21.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
19.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
19.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
11.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
2.4
CPT0078800003
Tumor
1.3
CPT0078660003
Tumor
0.9
CPT0077140001
Normal
0.9
CPT0009080003
Normal
0.9
CPT0010170001
Normal
0.9
CPT0007870001
Normal
0.9
CPT0088780001
Normal
0.9
CPT0012770003
Normal
0.8
CPT0026420001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0092800003
Normal
0.8
CPT0088920001
Normal
0.8
CPT0079430001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0078840001
Normal
0.7
CPT0001500009
Tumor
0.7
CPT0089480003
Normal
0.7
CPT0001350001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0012550003
Tumor
0.7
CPT0012090003
Normal
0.7
CPT0023350003
Tumor
0.7
CPT0088500001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0023360001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0078530001
Normal
0.7
CPT0006730001
Normal
0.7
CPT0081620001
Normal
0.7
CPT0082010001
Normal
0.7
CPT0025060001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0069010001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0079180003
Tumor
0.5
CPT0063640001
Normal
0.5
CPT0076350001
Normal
0.5
CPT0009020003
Normal
0.5
CPT0086370003
Normal
0.5
CPT0014350001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0086970003
Normal
0.4
CPT0020020001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0014470001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0007470001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0075570001
Normal
0.3
CPT0086950003
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0065820001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0012290003
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0012920003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0088570001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0079300001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0001180009
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0020120003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0025880003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0075130003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0001270001
Normal
-0.4
CPT0025050003
Tumor
-0.4
CPT0085670003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0078830003
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0014450004
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0088480003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0019130003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0088900003
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0065810003
Tumor
-0.9
CPT0081600003
Tumor
-0.9
CPT0065430003
Tumor
-0.9
CPT0075560003
Tumor
-0.9
CPT0065750003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0075720003
Tumor
-0.9
CPT0001260009
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0015910003
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0092190003
Normal
-1.0
CPT0014160003
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0086360003
Tumor
-1.0
CPT0089460004
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0079230003
Tumor
-1.0
CPT0066480003
Tumor
-1.1
CPT0077320001
Normal
-1.1
CPT0092790003
Tumor
-1.1
CPT0066470004
Tumor
-1.1
CPT0063630003
Tumor
-1.2
CPT0001340003
Tumor
-1.2
CPT0089020003
Tumor
-1.2
CPT0025230003
Tumor
-1.2
CPT0065870003
Tumor
-1.2
CPT0021240003
Tumor
-1.2
CPT0000640003
Tumor
-1.2
CPT0077310003
Tumor
-1.2
CPT0025110003
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0001220008
Tumor
-1.3
CPT0006900003
Tumor
-1.3
CPT0078930003
Tumor
-1.3
CPT0088550004
Tumor
-1.3
CPT0086030003
Tumor
-1.3
CPT0010160003
Tumor
-1.3
CPT0025170003
Tumor
-1.3
CPT0012080003
Tumor
-1.3
CPT0077490003
Tumor
-1.4
CPT0078990003
Tumor
-1.4
CPT0065930003
Tumor
-1.4
CPT0025580004
Tumor
-1.5
CPT0071150004
Tumor
-1.5
CPT0088760003
Tumor
-1.5
CPT0087040003
Tumor
-1.5
CPT0006630003
Tumor
-1.6
CPT0081880003
Tumor
-1.7
CPT0079380003
Tumor
-1.9
CPT0025350003
Tumor
-2.0
CPT0023690003
Tumor
-2.0
CPT0065690003
Tumor
-2.1
CPT0025290003
Tumor
-2.4
CPT0092730003
Tumor
-2.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
