Back

Type 2 Diabetes Mellitus pathogenesis and role of Peptidylglycine Alpha-Amidating Monooxygenase (PAM) Gene elaboration by In-silico Analysis

Mohsin, M.; Yusof, H. M.

2025-10-14 bioinformatics
10.1101/2025.10.12.681891 bioRxiv
Show abstract

Type 2 Diabetes Mellitus (T2DM) is caused by pancreatic beta cell failure and alpha cell dysfunction that are central to this disease pathophysiology. For T2DM, the Peptidylglycine Alpha-Amidating Monooxygenase (PAM) gene has susceptible locus as identified by Genome-wide association studies (GWAS) though underlying molecular mechanisms remained poorly characterised. This study have explored comprehensive in-silico characterization of the PAM gene potential role in T2DM. InterPro was employed to identify protein family and it was observed it belongs to Peptidylglycine alpha-hydroxylating monooxygenase/peptidyl-hydroxyglycine alpha-amidating lyase family (IR000720), consisting of two catalytic domains and nine active regions. Clinically significant 153 genetic variants including non-synonymous SNPs within the locus were identified after analysis of dbSNP through UCSC Genome Browser. Intrinsically disrupted large region (aa 290-495) was observed during protein disorder prediction by utilizing IUPred-3. Ensembl and NCBI BLAST were used to analyse evolutionary conservation sites. This analysis resulted in high sequence similarity with common model organisms Mus musculus and Rattus norvegicus with similarity 90% and 89% respectively. These computational findings suggest specific PAM variants likely to disrupt protein function, providing validated future direction for experimental studies to confirm PAM gene pivotal role in T2DM.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Bioscience Reports
25 papers in training set
Top 0.1%
19.3%
2
PLOS ONE
4510 papers in training set
Top 17%
10.4%
3
Frontiers in Genetics
197 papers in training set
Top 0.7%
6.5%
4
Scientific Reports
3102 papers in training set
Top 26%
4.4%
5
Gene Reports
13 papers in training set
Top 0.1%
3.4%
6
Gene
41 papers in training set
Top 0.3%
3.4%
7
Journal of Medical Virology
137 papers in training set
Top 1%
2.1%
8
Genomics
60 papers in training set
Top 0.8%
1.8%
50% of probability mass above
9
Informatics in Medicine Unlocked
21 papers in training set
Top 0.4%
1.7%
10
BMC Genomic Data
12 papers in training set
Top 0.1%
1.7%
11
Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease
25 papers in training set
Top 0.3%
1.7%
12
Genes
126 papers in training set
Top 0.9%
1.7%
13
ACS Omega
90 papers in training set
Top 2%
1.7%
14
Frontiers in Medicine
113 papers in training set
Top 3%
1.7%
15
Life Sciences
25 papers in training set
Top 0.6%
1.5%
16
International Journal of Molecular Sciences
453 papers in training set
Top 8%
1.5%
17
Frontiers in Pharmacology
100 papers in training set
Top 3%
1.4%
18
BioMed Research International
25 papers in training set
Top 2%
1.4%
19
Molecules
37 papers in training set
Top 1%
1.4%
20
BMC Genomics
328 papers in training set
Top 4%
1.1%
21
Frontiers in Molecular Biosciences
100 papers in training set
Top 3%
1.0%
22
Journal of Biomolecular Structure and Dynamics
43 papers in training set
Top 0.9%
1.0%
23
Aging
69 papers in training set
Top 2%
1.0%
24
PeerJ
261 papers in training set
Top 12%
0.9%
25
Frontiers in Nutrition
23 papers in training set
Top 1%
0.8%
26
Biology
43 papers in training set
Top 2%
0.8%
27
Biochemical and Biophysical Research Communications
78 papers in training set
Top 2%
0.8%
28
Biochimica et Biophysica Acta (BBA) - General Subjects
16 papers in training set
Top 0.2%
0.8%
29
Frontiers in Cellular and Infection Microbiology
98 papers in training set
Top 5%
0.8%
30
Frontiers in Neuroscience
223 papers in training set
Top 8%
0.7%