# The Catalyzing Effect of Aggregates on the Fibrillation Pathway of Human Insulin: A Spectroscopic Investigation During the Lag Phase

**Authors:** Giorgia Ciufolini, Alessandra Filabozzi, Angela Capocefalo, Francesca Ripanti, Angelo Tavella, Giulia Imparato, Alessandro Nucara, Marilena Carbone

PMC · DOI: 10.3390/ijms26157599 · International Journal of Molecular Sciences · 2025-08-06

## TL;DR

This study uses spectroscopy to investigate how protein aggregates influence the early stages of insulin fibril formation.

## Contribution

The study reveals the catalytic role of aggregates in insulin fibrillation and identifies transient β-sheet structures during the lag phase.

## Key findings

- Early incubation stages show disordered pseudo-filaments forming on large aggregates.
- FTIR PCA identifies transient β-sheet structures linked to secondary nucleation mechanisms.
- A chemical equilibrium model estimates a secondary nucleation rate constant of ~10⁴ M⁻² s⁻¹.

## Abstract

The kinetics of insulin aggregation and fibril formation were studied in vitro using Scanning Electron Microscopy (SEM) and Fourier Transform Infrared (FTIR) spectroscopy. Our investigation centered on the protein’s morphological and structural changes to better understand the transient molecular configurations that occur during the lag phase. SEM images showed that, already at early incubation stages, a network of disordered pseudo-filaments, ranging in length between 200 and 500 nanometers, develops on the surface of large aggregates. At later stages, fibrils catalyzed by protein aggregates were observed. Principal Component Analysis (PCA) of the FTIR data identified signatures of intramolecular β-sheet secondary structures forming during the lag phase and at the onset of the exponential growth phase. These absorption bands are linked to secondary nucleation mechanisms due to their transient nature. This interpretation is further supported by a chemical equilibrium model, which yielded a reliable secondary nucleation rate constant, K2, on the order of 104 M−2 s−1.

## Linked entities

- **Proteins:** PIN (insulin precursor)

## Full-text entities

- **Genes:** INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12347091/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12347091/full.md

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Source: https://tomesphere.com/paper/PMC12347091