Nature CommunicationsNeurosciencePeer-reviewed journal article
Network of hotspot interactions cluster tau amyloid folds
Vishruth MullapudiiD, Jaime Vaquer‐AliceaiD, Vaibhav BommareddyiD, Anthony R. VegaiD, Bryan D. RyderiD, Charles L. WhiteiD, Marc I. DiamondiD, Łukasz A. JoachimiakiD
Abstract
Cryogenic electron microscopy has revealed unprecedented molecular insight into the conformation of {beta}-sheet-rich protein amyloids linked to neurodegenerative diseases. It remains unknown how a protein can adopt a diversity of folds and form multiple distinct fibrillar structures. Here we develop an in silico alanine scan method to estimate the relative energetic contribution of each amino acid in an amyloid assembly. We apply our method to twenty-seven ex vivo and in vitro fibril structural polymorphs of the microtubule-associated protein tau. We uncover networks of energetically important interactions involving amyloid-forming motifs that stabilize the different fibril folds. We test our predictions in cellular and in vitro aggregation assays. Using a machine learning approach, we classify the structures based on residue energetics to identify distinguishing and unifying features. Our energetic profiling suggests that minimal sequence elements that control the stability of tau fibrils, allowing future design of protein sequences that fold into unique structures.
- assay: protein structure
- research focus: gene regulatory network inference
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 36
- FWCI
- 6.18
- Field percentile
- top 3%
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