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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.
MORN2 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
9.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
45.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
39.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
34.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
32.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
31.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
22.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
16.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MORN2 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
29.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
150.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
97.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
96.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
85.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
79.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
75.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
72.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
71.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
66.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
65.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
63.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
63.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
62.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
61.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
61.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
60.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
59.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
58.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
57.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
57.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
56.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
55.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
55.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
54.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
53.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
52.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
52.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
52.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
52.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
51.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
50.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
49.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
49.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
48.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
47.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
47.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
47.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
46.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
46.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
45.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
45.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
45.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
45.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
45.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
44.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
44.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
43.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
43.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
43.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
42.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
42.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
42.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
42.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
41.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
41.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
41.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
41.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
41.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
40.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
40.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
40.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
40.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
40.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
40.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
40.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
40.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
39.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
39.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
39.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
38.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
38.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
37.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
37.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
37.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
37.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
36.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
36.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
36.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
36.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
36.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
36.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
36.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
36.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
36.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
36.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
35.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
35.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
35.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
35.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
35.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
35.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
35.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
35.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
34.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
34.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
34.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
34.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
34.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
34.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
34.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
33.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
33.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
33.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
33.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
33.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
33.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
32.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
32.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
32.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
32.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
32.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
32.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
31.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
31.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
31.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
31.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
31.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
31.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
31.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
31.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
31.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
30.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
30.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
30.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
30.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
30.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
30.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
29.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
28.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
28.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
28.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
28.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
28.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
28.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
28.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
28.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
27.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
27.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
27.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
27.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
27.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
27.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
27.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
26.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
26.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
26.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
26.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
26.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
26.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
25.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
25.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
25.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
25.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
24.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
24.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
23.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
23.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
23.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
22.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
22.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
21.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
21.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
21.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
21.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
21.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
20.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
18.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
18.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
18.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
17.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
16.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
14.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 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.
MORN2 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
39.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
118.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
83.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
82.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
67.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
63.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
60.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
59.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
59.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
57.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
55.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
54.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
53.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
50.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
49.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
47.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
46.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
45.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
44.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
44.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
44.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
44.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
41.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
41.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
41.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
38.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
38.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
38.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
37.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
36.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
36.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
36.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
35.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
33.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
32.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
32.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
31.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
31.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
31.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
30.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
26.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
24.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
MORN2 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
49.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
131.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
130.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
121.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
103.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
100.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
98.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
98.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
96.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
96.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
95.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
95.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
95.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
93.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
90.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
86.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
86.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
83.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
82.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
81.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
80.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
80.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
79.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
79.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
79.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
78.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
77.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
77.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
76.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
76.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
76.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
76.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
75.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
74.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
73.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
73.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
73.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
72.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
72.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
71.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
70.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
69.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
69.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
69.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
68.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
68.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
68.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
68.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
67.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
67.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
67.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
67.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
66.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
66.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
65.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
65.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
65.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
65.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
64.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
64.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
64.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
64.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
63.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
63.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
63.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
63.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
63.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
63.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
63.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
63.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
62.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
62.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
62.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
61.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
61.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
61.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
61.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
60.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
60.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
60.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
59.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
59.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
59.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
59.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
59.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
59.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
58.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
58.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
57.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
57.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
57.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
57.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
56.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
56.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
56.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
56.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
56.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
56.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
56.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
55.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
55.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
54.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
54.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
54.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
53.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
53.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
53.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
53.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
52.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
52.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
52.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
51.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
50.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
50.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
50.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
50.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
49.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
49.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
49.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
49.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
49.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
48.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
48.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
48.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
48.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
48.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
47.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
47.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
47.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
46.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
46.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
46.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
45.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
45.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
45.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
45.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
45.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
45.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
44.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
44.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
43.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
43.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
42.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
42.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
42.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
41.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
40.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
40.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
40.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
40.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
40.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
40.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
40.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
40.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
40.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
39.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
39.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
39.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
39.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
38.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
38.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
38.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
37.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
37.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
37.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
36.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
35.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
35.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
35.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
35.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
35.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
35.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
34.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
34.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
34.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
34.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
33.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
33.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
31.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
30.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
29.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
29.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
29.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
28.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
28.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
28.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
27.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
26.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
26.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
25.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
24.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
23.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
21.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
15.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
