Title
Probing the binding affinity of amyloids to reduce toxicity of oligomers in diabetes.
Abstract
Motivation: Amyloids play a role in the degradation of beta-cells in diabetes patients. In particular, short amyloid oligomers inject themselves into the membranes of these cells and create pores that disrupt the strictly controlled flow of ions through the membranes. This leads to cell death. Getting rid of the short oligomers either by a deconstruction process or by elongating them into longer fibrils will reduce this toxicity and allow the beta-cells to live longer. Results: We develop a computational method to probe the binding affinity of amyloid structures and produce an amylin analog that binds to oligomers and extends their length. The binding and extension lower toxicity and beta-cell death. The amylin analog is designed through a parsimonious selection of mutations and is to be administered with the pramlintide drug, but not to interact with it. The mutations (T9K L12K S28H T30K) produce a stable native structure, strong binding affinity to oligomers, and long fibrils. We present an extended mathematical model for the insulin-glucose relationship and demonstrate how affecting the concentration of oligomers with such analog is strictly coupled with insulin release and beta-cell fitness.
Year
DOI
Venue
2015
10.1093/bioinformatics/btv143
BIOINFORMATICS
Field
DocType
Volume
Toxicity,Amyloid,Ligand (biochemistry),Computer science,Biochemistry,Pramlintide,Membrane,Amylin analog,Bioinformatics,Fibril,Programmed cell death
Journal
31
Issue
ISSN
Citations 
14
1367-4803
0
PageRank 
References 
Authors
0.34
5
3
Name
Order
Citations
PageRank
Mohamed Raef Smaoui101.01
Henri Orland2283.67
Jérôme Waldispühl301.01