Evidence map›Paper›PMID 40806728›Full record

ArticleInternational journal of molecular sciences2025

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

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

Abstract read
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Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Giorgia CiufoliniDepartment of Chemical Science and Technologies, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy.
Alessandra FilabozziDepartment of Physics, Tor Vergata University of Rome, Via della Ricerca Scientifica 1, 00133 Rome, Italy.
Angela CapocefaloDepartment of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100 L'Aquila, Italy.ORCID 0000-0001-7005-3309
Francesca RipantiDepartment of Life and Environmental Sciences, Marche Polytechnic University, Via Brecce Bianche, 60131 Ancona, Italy.
Angelo TavellaDepartment of Physics, Sapienza University of Rome, P.le A. Moro 5, 00185 Rome, Italy.ORCID 0009-0003-8116-724X
Giulia ImparatoDepartment of Physics, Sapienza University of Rome, P.le A. Moro 5, 00185 Rome, Italy.
Alessandro NucaraDepartment of Physics, Sapienza University of Rome, P.le A. Moro 5, 00185 Rome, Italy.ORCID 0000-0002-7088-4820
Marilena CarboneDepartment of Chemical Science and Technologies, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy.ORCID 0000-0002-4224-1393

Funding

Italian Ministry of University and Research (MUR) National Innovation Ecosystem ECS00000041Sapienza University of Rome GA123188D3BCE6EESapienza University of Rome RM123188E4FE88EF
6 · The paper itself

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, K

Indexed as

InsulinProtein AggregatesCatalysisHumansKineticsMicroscopy, Electron, ScanningPrincipal Component AnalysisProtein Structure, SecondarySpectroscopy, Fourier Transform InfraredInsulinProtein Aggregatesamyloid fibrilsinsulinlag phasesecondary nucleation

Identifiers

PMID40806728
PMCPMC12347091

What Socratic holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.