{"title":"A computational-first proof-of-concept for dual-function metal chelation and aggregate neutralization in an Aβ42 <i>Drosophila</i> model.","authors":"Edric Tsai, Zimu Wang, James Truglio","doi":"10.3389/fnagi.2026.1912315","DOIUrl":null,"url":null,"abstract":"<p><p>Alzheimer's disease (AD) pathology is amplified by a self-reinforcing metal-Aβ-ROS axis, in which redox-active Cu and Fe bound to Aβ N-terminal histidines catalyze Fenton-like ROS generation and accelerate aggregation. Existing single-target interventions - anti-amyloid antibodies, antioxidants, metal-protein attenuating compounds, aggregation inhibitors, and photooxygenation catalysts - each address only one node of this loop. We used a computational-first framework to evaluate a dual-function strategy targeting two connected points of the axis: upstream redox-active metal sequestration by maltol, and downstream photodynamic modification of Aβ aggregates via endogenous protoporphyrin IX (PpIX), generated from 5-aminolevulinic acid (5-ALA) under 400 nm illumination. <i>Drosophila</i> experiments served as functional validation, testing whether this combined intervention improved Aβ42-associated behavioral and survival outcomes and was tolerated in wild-type (WT) flies. DFT calculations (B3LYP-D3BJ/def2-SVP//def2-TZVP, CPCM/SMD water) showed deprotonated maltol localizes oxygen-donor electron density comparable to deprotonated deferiprone, and forms a converged, solvent-stabilized Fe(III)-maltol complex. Cu(II) and Zn(II) coordination was weak and geometrically incomplete, indicating an Fe-preferential rather than broadly nonspecific chelation profile; the study does not demonstrate protection against Cu(II)-mediated ROS. Time-dependent DFT predicted PpIX excitations spanning the visible/near-UV range consistent with photosensitizer behavior, and docking against Aβ42 fibril 5OQV showed PpIX engaged the central hydrophobic/turn surface more strongly than chlorin e6 or maltol. In a pan-neuronal Aβ42 <i>Drosophila</i> model, dual treatment improved climbing performance (<i>p</i> = 2.39 × 10<sup>-3</sup> vs. untreated Aβ42) and extended lifespan (log-rank <i>p</i> = 6.04 × 10<sup>-13</sup>; median survival ∼40 d); WT + Treatment flies appeared tolerant, though no formal statistical contrast was pre-specified. Treatment-group ThT amyloid burden was not measured, so no amyloid-reduction claim is made. Because chelation-only and 5-ALA/light-only arms were not included, we cannot attribute improvement to either intervention alone and cannot make a formal claim of additive or interactive effects between the two intervention components. The combined intervention was associated with improved behavioral and survival outcomes in the Aβ42 <i>Drosophila</i> model. Because the present study lacks single-intervention controls and treatment-group pathological measurements, these findings do not establish the mechanism responsible for the observed functional improvement. The study illustrates how ground-state, excited-state, and docking calculations can jointly inform a computationally motivated intervention tested in a tractable organismal model.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"18 ","pages":"1912315"},"PeriodicalIF":5.2000,"publicationDate":"2026-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13638577/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Aging Neuroscience","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fnagi.2026.1912315","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"GERIATRICS & GERONTOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Alzheimer's disease (AD) pathology is amplified by a self-reinforcing metal-Aβ-ROS axis, in which redox-active Cu and Fe bound to Aβ N-terminal histidines catalyze Fenton-like ROS generation and accelerate aggregation. Existing single-target interventions - anti-amyloid antibodies, antioxidants, metal-protein attenuating compounds, aggregation inhibitors, and photooxygenation catalysts - each address only one node of this loop. We used a computational-first framework to evaluate a dual-function strategy targeting two connected points of the axis: upstream redox-active metal sequestration by maltol, and downstream photodynamic modification of Aβ aggregates via endogenous protoporphyrin IX (PpIX), generated from 5-aminolevulinic acid (5-ALA) under 400 nm illumination. Drosophila experiments served as functional validation, testing whether this combined intervention improved Aβ42-associated behavioral and survival outcomes and was tolerated in wild-type (WT) flies. DFT calculations (B3LYP-D3BJ/def2-SVP//def2-TZVP, CPCM/SMD water) showed deprotonated maltol localizes oxygen-donor electron density comparable to deprotonated deferiprone, and forms a converged, solvent-stabilized Fe(III)-maltol complex. Cu(II) and Zn(II) coordination was weak and geometrically incomplete, indicating an Fe-preferential rather than broadly nonspecific chelation profile; the study does not demonstrate protection against Cu(II)-mediated ROS. Time-dependent DFT predicted PpIX excitations spanning the visible/near-UV range consistent with photosensitizer behavior, and docking against Aβ42 fibril 5OQV showed PpIX engaged the central hydrophobic/turn surface more strongly than chlorin e6 or maltol. In a pan-neuronal Aβ42 Drosophila model, dual treatment improved climbing performance (p = 2.39 × 10-3 vs. untreated Aβ42) and extended lifespan (log-rank p = 6.04 × 10-13; median survival ∼40 d); WT + Treatment flies appeared tolerant, though no formal statistical contrast was pre-specified. Treatment-group ThT amyloid burden was not measured, so no amyloid-reduction claim is made. Because chelation-only and 5-ALA/light-only arms were not included, we cannot attribute improvement to either intervention alone and cannot make a formal claim of additive or interactive effects between the two intervention components. The combined intervention was associated with improved behavioral and survival outcomes in the Aβ42 Drosophila model. Because the present study lacks single-intervention controls and treatment-group pathological measurements, these findings do not establish the mechanism responsible for the observed functional improvement. The study illustrates how ground-state, excited-state, and docking calculations can jointly inform a computationally motivated intervention tested in a tractable organismal model.
期刊介绍:
Frontiers in Aging Neuroscience is a leading journal in its field, publishing rigorously peer-reviewed research that advances our understanding of the mechanisms of Central Nervous System aging and age-related neural diseases. Specialty Chief Editor Thomas Wisniewski at the New York University School of Medicine is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.