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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.
METTL27 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
8.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
36.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
35.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
7.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
3.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
METTL27 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
155.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
62.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
62.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
57.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
53.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
50.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
50.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
49.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
45.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
43.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
39.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
38.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
37.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
36.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
33.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
32.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
30.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
30.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
29.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
27.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
24.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
24.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
23.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
23.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
23.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
22.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
21.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
19.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
19.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
13.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
11.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
9.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
9.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
9.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
9.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
9.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
8.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
8.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
8.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
7.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
7.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
7.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
7.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
7.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
7.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
6.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
6.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
6.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
6.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
6.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
6.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
6.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
6.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
6.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
6.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
5.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
5.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
5.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
5.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
5.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
5.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
5.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
5.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
5.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
5.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
5.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
5.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
4.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
4.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
4.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
4.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
4.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
4.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
4.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
4.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
4.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
4.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
4.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
3.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
3.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
3.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
3.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
3.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
3.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
3.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
3.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
3.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
3.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
3.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
3.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
3.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
3.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
3.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
3.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
3.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
3.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
3.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
3.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
3.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
2.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
2.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
2.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
2.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
2.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
0.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
0.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
0.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
0.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
0.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
METTL27 is validated prognostic, high expression is favorable 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
14.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
47.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
39.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
37.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
32.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
19.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
12.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
12.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
9.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
8.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
7.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
7.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
7.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
7.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
6.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
6.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
4.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
4.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
3.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
3.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
3.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
3.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
3.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
2.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
METTL27 is potential prognostic, high expression is favorable 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
52.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
426.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
420.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
270.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
266.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
256.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
247.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
231.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
217.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
192.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
179.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
178.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
178.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
174.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
163.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
162.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
161.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
152.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
143.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
143.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
141.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
138.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
137.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
126.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
125.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
123.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
120.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
119.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
116.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
114.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
113.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
112.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
112.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
112.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
110.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
109.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
104.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
104.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
103.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
103.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
102.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
101.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
101.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
99.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
98.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
96.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
96.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
94.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
92.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
90.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
89.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
89.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
87.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
84.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
82.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
82.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
81.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
79.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
75.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
75.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
75.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
72.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
72.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
72.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
71.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
70.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
69.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
69.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
66.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
66.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
65.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
64.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
63.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
63.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
63.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
62.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
62.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
61.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
59.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
59.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
59.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
59.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
57.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
56.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
55.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
55.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
54.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
54.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
53.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
52.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
52.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
51.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
51.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
49.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
47.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
46.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
46.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
46.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
45.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
45.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
44.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
44.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
43.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
42.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
42.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
41.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
41.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
40.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
40.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
39.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
38.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
38.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
37.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
37.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
36.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
36.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
36.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
35.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
34.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
33.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
33.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
32.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
32.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
31.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
29.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
28.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
28.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
26.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
25.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
25.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
24.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
23.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
22.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
21.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
19.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
9.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
7.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
6.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
5.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
5.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
4.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
