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Updated: Jul 29, 2025

Automating Aggregate Quantification in Caenorhabditis elegans
Published on: October 14, 2021
Big versus small: The impact of aggregate size in disease
Brianna Hnath1,2, Jiaxing Chen2, Joshua Reynolds1,2
1Department of Biomedical Engineering, Penn State University, University Park, Pennsylvania, USA.
Abstract:
Protein aggregation results in an array of different size soluble oligomers and larger insoluble fibrils. Insoluble fibrils were originally thought to cause neuronal cell deaths in neurodegenerative diseases due to their prevalence in tissue samples and disease models. Despite recent studies demonstrating the toxicity associated with soluble oligomers, many therapeutic strategies still focus on fibrils or consider all types of aggregates as one group. Oligomers and fibrils require different modeling and therapeutic strategies, targeting the toxic species is crucial for successful study and therapeutic development. Here, we review the role of different-size aggregates in disease, and how factors contributing to aggregation (mutations, metals, post-translational modifications, and lipid interactions) may promote oligomers opposed to fibrils. We review two different computational modeling strategies (molecular dynamics and kinetic modeling) and how they are used to model both oligomers and fibrils. Finally, we outline the current therapeutic strategies targeting aggregating proteins and their strengths and weaknesses for targeting oligomers versus fibrils. Altogether, we aim to highlight the importance of distinguishing the difference between oligomers and fibrils and determining which species is toxic when modeling and creating therapeutics for protein aggregation in disease.
Insights
Distinguishing between soluble oligomers and insoluble fibrils is crucial for understanding neurodegenerative diseases. Targeting the specific toxic protein aggregate species is key for developing effective therapeutic strategies.
Area of Science:
- Neuroscience
- Biochemistry
- Computational Biology
Background:
- Protein aggregation, forming soluble oligomers and insoluble fibrils, is implicated in neurodegenerative diseases.
- Historically, insoluble fibrils were considered the primary cause of neuronal death, but soluble oligomers are now recognized as toxic species.
- Current therapeutic strategies often group all aggregates or focus solely on fibrils, potentially overlooking the distinct roles of oligomers.
Approach:
- Reviewing the role of different-sized protein aggregates (oligomers vs. fibrils) in disease pathogenesis.
- Examining factors influencing aggregation pathways, such as mutations, metal ions, post-translational modifications, and lipid interactions.
- Analyzing computational modeling strategies, including molecular dynamics and kinetic modeling, for simulating both oligomers and fibrils.
- Outlining current therapeutic approaches targeting protein aggregation, evaluating their efficacy against oligomers versus fibrils.
Key Points:
- Soluble oligomers and insoluble fibrils represent distinct species with different roles in neurodegenerative disease.
- Factors like mutations and lipid interactions can influence the propensity for protein aggregation towards oligomers or fibrils.
- Computational models are essential tools for understanding the structural and dynamic properties of both oligomers and fibrils.
- Therapeutic strategies must differentiate between aggregate species to effectively target the toxic entities.
Conclusions:
- Accurate identification of toxic protein aggregate species (oligomers or fibrils) is paramount for successful therapeutic development.
- Developing distinct modeling and therapeutic strategies for oligomers and fibrils is crucial for combating protein aggregation diseases.
- Future research should focus on precisely targeting the specific toxic aggregate species driving neurodegeneration.
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