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Updated: Jun 21, 2026

Visualization of Amyloid β Deposits in the Human Brain with Matrix-assisted Laser Desorption/Ionization Imaging Mass Spectrometry
Published on: March 7, 2019
Amyloidogenic determinants are usually not buried
Kimon K Frousios1, Vassiliki A Iconomidou, Carolina-Maria Karletidi
1Department of Cell Biology and Biophysics, Faculty of Biology, University of Athens, Panepistimiopolis, Athens 15701, Greece. kfrousios@biol.uoa.gr
Background:
Amyloidoses are a group of usually fatal diseases, probably caused by protein misfolding and subsequent aggregation into amyloid fibrillar deposits. The mechanisms involved in amyloid fibril formation are largely unknown and are the subject of current, intensive research. In an attempt to identify possible amyloidogenic regions in proteins for further experimental investigation, we have developed and present here a publicly available online tool that utilizes five different and independently published methods, to form a consensus prediction of amyloidogenic regions in proteins, using only protein primary structure data.
Results:
It appears that the consensus prediction tool is slightly more objective than individual prediction methods alone and suggests several previously not identified amino acid stretches as potential amyloidogenic determinants, which (although several of them may be overpredictions) require further experimental studies. The tool is available at: http://biophysics.biol.uoa.gr/AMYLPRED. Utilizing molecular graphics programs, like O and PyMOL, as well as the algorithm DSSP, it was found that nearly all experimentally verified amyloidogenic determinants (short peptide stretches favouring aggregation and subsequent amyloid formation), and several predicted, with the aid of the tool AMYLPRED, but not experimentally verified amyloidogenic determinants, are located on the surface of the relevant amyloidogenic proteins. This finding may be important in efforts directed towards inhibiting amyloid fibril formation.
Conclusion:
The most significant result of this work is the observation that virtually all, to date, experimentally determined amyloidogenic determinants and the majority of predicted, but not yet experimentally verified short amyloidogenic stretches, lie 'exposed' on the surface of the relevant amyloidogenic proteins, and also several of them have the ability to act as conformational 'switches'. Experiments, focused on these fragments, should be performed to test this idea.
Insights
A new online tool predicts amyloidogenic regions in proteins by combining five methods. Most identified regions, including newly predicted ones, are on protein surfaces, suggesting potential therapeutic targets for amyloid diseases.
Area of Science:
- Biophysics
- Computational Biology
- Molecular Biology
Background:
- Amyloid diseases result from protein misfolding and aggregation into amyloid fibrils.
- The precise mechanisms of amyloid fibril formation remain largely unknown.
- Identifying amyloidogenic regions is crucial for understanding and potentially treating these diseases.
Purpose of the Study:
- To develop a consensus prediction tool for identifying amyloidogenic regions in proteins.
- To utilize only protein primary structure data for prediction.
- To provide a publicly available online tool for researchers.
Main Methods:
- Development of a consensus prediction tool integrating five independent methods.
- Analysis of protein primary structure data.
- Utilizing molecular graphics programs (O, PyMOL) and DSSP algorithm to analyze protein structures.
Main Results:
- The consensus tool offers more objective predictions than individual methods.
- Several novel potential amyloidogenic regions were identified.
- Experimentally verified and predicted amyloidogenic determinants are predominantly located on protein surfaces.
Conclusions:
- Amyloidogenic determinants, both verified and predicted, are primarily exposed on protein surfaces.
- These surface-exposed regions may act as conformational switches.
- Targeting these surface fragments could be a strategy for inhibiting amyloid fibril formation.
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