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Mass Spectrometry and Machine Learning Reveal Determinants of Client Recognition by Antiamyloid Chaperones
Stockholm University, Faculty of Science, Department of Biochemistry and Biophysics.ORCID iD: 0000-0003-0905-7911
Stockholm University, Faculty of Science, Department of Biochemistry and Biophysics.ORCID iD: 0000-0003-2187-1537
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2022 (English)In: Molecular & Cellular Proteomics, ISSN 1535-9476, E-ISSN 1535-9484, Vol. 21, no 10, article id 100413Article in journal (Refereed) Published
Abstract [en]

The assembly of proteins and peptides into amyloid fibrils is causally linked to serious disorders such as Alzheimer’s disease. Multiple proteins have been shown to prevent amyloid formation in vitro and in vivo, ranging from highly specific chaperone–client pairs to completely nonspecific binding of aggregation-prone peptides. The underlying interactions remain elusive. Here, we turn to the machine learning–based structure prediction algorithm AlphaFold2 to obtain models for the nonspecific interactions of β-lactoglobulin, transthyretin, or thioredoxin 80 with the model amyloid peptide amyloid β and the highly specific complex between the BRICHOS chaperone domain of C-terminal region of lung surfactant protein C and its polyvaline target. Using a combination of native mass spectrometry (MS) and ion mobility MS, we show that nonspecific chaperoning is driven predominantly by hydrophobic interactions of amyloid β with hydrophobic surfaces in β-lactoglobulin, transthyretin, and thioredoxin 80, and in part regulated by oligomer stability. For C-terminal region of lung surfactant protein C, native MS and hydrogen–deuterium exchange MS reveal that a disordered region recognizes the polyvaline target by forming a complementary β-strand. Hence, we show that AlphaFold2 and MS can yield atomistic models of hard-to-capture protein interactions that reveal different chaperoning mechanisms based on separate ligand properties and may provide possible clues for specific therapeutic intervention.

Place, publisher, year, edition, pages
2022. Vol. 21, no 10, article id 100413
Keywords [en]
structural proteomics, machine learning, protein misfolding, molecular chaperones
National Category
Cell and Molecular Biology
Identifiers
URN: urn:nbn:se:su:diva-211847DOI: 10.1016/j.mcpro.2022.100413ISI: 000877820400002PubMedID: 36115577Scopus ID: 2-s2.0-85140395227OAI: oai:DiVA.org:su-211847DiVA, id: diva2:1713899
Available from: 2022-11-28 Created: 2022-11-28 Last updated: 2023-09-04Bibliographically approved
In thesis
1. Capturing transient peptide assemblies associated with Alzheimer's disease: Native mass spectrometry studies of amyloid-β oligomerization
Open this publication in new window or tab >>Capturing transient peptide assemblies associated with Alzheimer's disease: Native mass spectrometry studies of amyloid-β oligomerization
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Correct folding of proteins is essential for maintaining a functional living cell. Misfolding and aggregation of proteins, where non-native intermolecular interactions form large and highly ordered amyloid aggregates with low free energy, is hence associated with multiple diseases. One example is Alzheimer’s disease (AD) where the Amyloid-β (Aβ) peptide aggregates into amyloid fibrils, which deposit as neuritic plaques in the brains of AD patients. Nucleation of amyloid fibrils takes place via formation of smaller pre-nucleation clusters, so-called oligomers, which are considered to be especially toxic and are therefore potentially important in AD pathology. Detailed mechanistic molecular knowledge of Aβ aggregation is important for design of AD treatments that target these processes. The oligomeric species are however challenging to study experimentally due to their low abundance and high polydispersity.  

Aβ oligomers are in this thesis studied under controlled in vitro conditions using bottom-up biophysics. Highly pure recombinant Aβ peptides are studied, primarily using native ion-mobility mass spectrometry, to monitor the spontaneous formation of oligomers in aqueous solution. Mass spectrometry is capable of resolving individual oligomeric states, while ion mobility provides low-resolution structure information. This is complemented with other biophysical techniques, as well as theoretical modeling. The oligomers are also studied upon modulating intrinsic factors, such as peptide length and sequence, or extrinsic factors, such as the chemical environment. Interactions with two important biological interaction partners are studied: chaperone proteins and cell membranes.  

We show how Aβ oligomers assemble, and form extended structures which may be linked to continued growth into amyloid fibrils. We also show how different amyloid chaperone proteins interact with growing aggregates, which modifies and delays the aggregation process. These interactions are shown to depend on specific sequence-motifs in the chaperones and client peptides. Membrane-mimicking micelles are on the other hand able to stabilize globular compact forms of the Aβ oligomers and to inhibit the formation of extended structures which nucleate into amyloid fibrils. This may contribute to enrichment of toxic species in vivo. Interactions with membrane-mimicking systems are shown to be highly dependent on both the Aβ peptide isoform and the properties of the membrane environment, such as headgroup charges. It is also demonstrated how addition of a designed small peptide construct can inhibit formation of Aβ oligomers in the membrane environment. 

Place, publisher, year, edition, pages
Stockholm: Department of Biochemistry and Biophysics, Stockholm University, 2023. p. 74
Keywords
Protein aggregation, amyloid-β, neurodegeneration, Alzheimer’s disease, chaperones, DnaJ, biomembranes, native mass spectrometry
National Category
Biophysics Biochemistry Molecular Biology Analytical Chemistry
Research subject
Biophysics
Identifiers
urn:nbn:se:su:diva-212567 (URN)978-91-8014-130-7 (ISBN)978-91-8014-131-4 (ISBN)
Public defence
2023-01-27, Magnélisalen (AR-L208), Kemiska övningslaboratoriet, Svante Arrhenius väg 16B, Stockholm, 10:00 (English)
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Available from: 2023-01-02 Created: 2022-12-08 Last updated: 2025-02-20Bibliographically approved

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Österlund, NicklasGräslund, AstridIlag, Leopold L.Elofsson, Arne

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