MakroLyzer: A Graph-Based Software to Comb through Molecular Hairballs using the Example of Nanoplastics

We introduce MakroLyzer, a freely available software to analyze the structure of macromolecules of natural or synthetic origin, such as peptides or nanoplastics. Our program leverages graph theory and is based on several Python libraries. The program can identify the backbone, enabling characteristic analyses such as the end-to-end distance, as well as a function that assigns each atom to its respective repeating unit. Additional structural quantities, including the anisotropy factor and the asphericity parameter, can be determined based on the radius of gyration tensor. Furthermore, MakroLyzer provides an order parameter and a hydrogen bond analysis, offering deeper insight into the structure of the system at hand. These analyses altogether form a solid basis for deciphering polymeric structures, as exemplified on different nanoplastic structures and peptide derivatives in the present work.

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Publication Details

Journal
The Journal of Physical Chemistry B
Published
2025-12-03
DOI
https://doi.org/10.1021/acs.jpcb.5c06175
Citations
1
Primary Topic
Silk-based biomaterials and applications
Type
article
Field-Weighted Citation Impact
0.60
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article

MakroLyzer: A Graph-Based Software to Comb through Molecular Hairballs using the Example of Nanoplastics

Barbara Kirchner, Petra Mutzel, Oldamur Hollóczki, Paul Zaby et al.
1 citations
The Journal of Physical Chemistry B
Silk-based biomaterials and applications
0.60
article

MakroLyzer: A Graph-Based Software to Comb through Molecular Hairballs using the Example of Nanoplastics

Barbara Kirchner, Petra Mutzel, Oldamur Hollóczki, Paul Zaby, Leonard Dick, Katrin Drysch, Kai Buchmüller, Yashna Dawer
article en
1 citations

Abstract

We introduce MakroLyzer, a freely available software to analyze the structure of macromolecules of natural or synthetic origin, such as peptides or nanoplastics. Our program leverages graph theory and is based on several Python libraries. The program can identify the backbone, enabling characteristic analyses such as the end-to-end distance, as well as a function that assigns each atom to its respective repeating unit. Additional structural quantities, including the anisotropy factor and the asphericity parameter, can be determined based on the radius of gyration tensor. Furthermore, MakroLyzer provides an order parameter and a hydrogen bond analysis, offering deeper insight into the structure of the system at hand. These analyses altogether form a solid basis for deciphering polymeric structures, as exemplified on different nanoplastic structures and peptide derivatives in the present work.

The Journal of Physical Chemistry BVol. 129(50)
University of Debrecen (HU), University of Bonn (DE)
Openalex Percentile: Top 27%
Silk-based biomaterials and applications
0.60
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