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Article ? AI-assigned paper type based on the abstract. Classification may not be perfect — flag errors using the feedback button. Tier 2 ? Original research — experimental, observational, or case-control study. Direct primary evidence. Nanoplastics Sign in to save

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

The Journal of Physical Chemistry B 2025 1 citation ? Citation count from OpenAlex, updated daily. May differ slightly from the publisher's own count. Score: 43 ? 0–100 AI score estimating relevance to the microplastics field. Papers below 30 are filtered from public browse.
Leonard Dick, Katrin Drysch, Leonard Dick, Oldamur Hollóczki Oldamur Hollóczki Oldamur Hollóczki Oldamur Hollóczki Oldamur Hollóczki Oldamur Hollóczki Yashna Dawer, Oldamur Hollóczki Paul Zaby, Paul Zaby, Yashna Dawer, Oldamur Hollóczki Paul Zaby, Paul Zaby, Leonard Dick, Leonard Dick, Paul Zaby, Oldamur Hollóczki Kai Buchmüller, Katrin Drysch, Katrin Drysch, Kai Buchmüller, Yashna Dawer, Yashna Dawer, Yashna Dawer, Leonard Dick, Yashna Dawer, Petra Mutzel, Oldamur Hollóczki Oldamur Hollóczki Oldamur Hollóczki Barbara Kirchner, Barbara Kirchner, Barbara Kirchner, Oldamur Hollóczki Oldamur Hollóczki Barbara Kirchner, Oldamur Hollóczki Oldamur Hollóczki Barbara Kirchner, Oldamur Hollóczki Oldamur Hollóczki Oldamur Hollóczki

Summary

MakroLyzer is a new graph-based software tool designed to sift through large molecular datasets to identify and characterize microplastics by their chemical fingerprints. The tool accelerates the analysis pipeline for researchers processing high-throughput spectral data from environmental samples.

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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