ArticleInternational journal of biological macromolecules2026
Gangliosides GM3 and GD3 modulate insulin aggregation pathways and reduce cytotoxicity through structural remodeling.
Article in International journal of biological macromolecules, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
- Update of
Authors and funding
7 authors.
Funding
Abstract
Insulin amyloid aggregation is a key pathological and pharmaceutical concern, particularly in the context of Type-2 Diabetes (T2D), where amyloid deposition can impair therapeutic efficacy and contribute to local tissue damage. While gangliosides are known to modulate amyloid formation in neurodegenerative systems, their influence on insulin aggregation remains largely unexplored. In this study, we investigate the effects of gangliosides GM3 and GD3 on insulin amyloid aggregation using Thioflavin-T (ThT) based fluorescence kinetics, Fourier Transform Infrared (FTIR) spectroscopy, Circular Dichroism (CD) spectroscopy, Small Angle X-ray Scattering (SAXS), Nuclear Magnetic Resonance (NMR) spectroscopy, and Transmission Electron Microscopy (TEM) to examine the aggregation pathway, changes in the secondary structure and morphology of insulin aggregates. Our results show that both GM3 and GD3 lipids accelerated insulin aggregation in a concentration-dependent manner while steering the pathway away from classical fibril formation, producing short, beaded structures distinct from the extended fibrils observed under lipid-free conditions. Structural analyses revealed distinct non-fibrillar intermediates with β-sheet-rich globular clusters in presence of GD3 and α-helical intermediates in GM3-treated samples. Notably, these ganglioside-induced aggregates exhibit significantly reduced cytotoxicity when compared to insulin-only aggregates. Furthermore, ganglioside-bound insulin species retain seeding capacity, suggesting that they can nucleate further aggregation despite their non-fibrillar morphology. These findings underscore the role of gangliosides in modulating insulin amyloid polymorphism and toxicity, offering new insights into their potential impact on the pathology of T2D and treatment strategies.
Indexed as
Identifiers
42665140What OpenQuestion holds
Registered trials
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 OpenQuestion graph.