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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.
LPAR6 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
4.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
47.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
12.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
7.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
3.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
LPAR6 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
32.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
163.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
136.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
127.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
114.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
103.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
99.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
97.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
96.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
93.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
92.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
89.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
89.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
87.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
85.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
85.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
84.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
83.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
82.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
82.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
80.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
78.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
77.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
76.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
75.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
74.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
73.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
73.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
72.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
71.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
70.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
70.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
69.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
68.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
67.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
66.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
66.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
65.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
65.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
64.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
63.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
62.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
62.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
62.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
61.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
61.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
60.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
60.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
59.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
59.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
59.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
59.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
58.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
58.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
56.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
56.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
56.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
55.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
55.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
55.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
53.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
53.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
51.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
51.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
50.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
50.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
49.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
48.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
48.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
48.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
47.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
47.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
47.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
47.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
47.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
47.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
46.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
46.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
46.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
45.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
45.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
45.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
45.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
45.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
44.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
44.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
44.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
44.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
44.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
44.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
43.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
43.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
43.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
43.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
43.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
43.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
42.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
42.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
42.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
42.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
42.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
42.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
41.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
41.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
41.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
41.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
41.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
41.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
41.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
40.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
40.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
40.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
40.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
40.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
40.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
39.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
39.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
39.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
39.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
39.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
39.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
39.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
38.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
38.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
38.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
38.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
38.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
38.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
38.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
37.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
37.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
37.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
37.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
37.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
37.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
36.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
36.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
36.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
36.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
35.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
35.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
35.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
35.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
35.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
35.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
34.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
34.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
34.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
34.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
33.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
33.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
33.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
32.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
32.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
32.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
32.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
31.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
31.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
31.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
30.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
30.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
30.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
30.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
30.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
30.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
30.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
29.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
29.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
29.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
28.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
28.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
28.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
28.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
28.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
27.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
27.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
27.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
27.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
27.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
26.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
26.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
26.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
26.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
25.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
25.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
25.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
25.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
24.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
24.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
23.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
19.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
17.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
16.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
12.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
4.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LPAR6 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
59.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
157.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
132.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
130.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
121.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
119.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
112.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
108.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
108.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
107.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
105.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
105.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
104.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
103.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
101.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
101.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
99.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
98.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
98.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
91.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
90.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
84.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
81.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
81.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
80.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
78.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
77.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
76.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
75.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
75.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
75.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
74.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
73.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
68.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
68.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
67.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
65.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
65.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
65.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
63.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
63.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
62.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
62.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
62.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
60.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
59.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
59.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
58.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
55.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
53.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
53.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
52.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
50.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
49.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
49.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
47.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
46.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
44.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
43.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
42.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
38.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
38.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
34.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
33.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
21.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
LPAR6 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
22.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
125.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
111.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
99.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
98.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
93.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
91.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
90.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
81.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
77.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
75.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
67.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
67.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
66.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
63.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
61.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
60.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
59.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
58.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
56.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
56.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
54.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
54.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
53.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
53.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
50.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
50.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
50.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
49.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
49.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
45.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
44.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
41.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
40.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
40.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
39.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
39.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
38.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
37.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
36.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
36.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
34.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
34.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
33.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
32.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
31.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
27.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
26.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
26.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
25.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
24.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
22.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
20.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
20.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
19.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
19.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
19.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
17.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
17.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
11.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
9.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
9.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
7.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
6.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
6.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
5.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
4.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
4.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
