Computational model-informed comparative evaluation of botulinum toxin a formulations: A 20-year simulation of onset, diffusion, duration, and immunogenicity.

Toxicon : official journal of the International Society on Toxinology 2026 Vol.269() p. 108665

Rahman E, Michon A, Rao P, Ahmed M, Joseph JH, Wu WT, Carruthers JD, Webb WR

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Abstract

Comparative evaluation of botulinum neurotoxin type A (BoNT/A) formulations is limited by short clinical trials and lack of long-term safety data. This study applied a validated multiscale computational model (AesthetiSIM™) to simulate 20 years of repeated treatment with eight BoNT/A formulations, integrating receptor binding kinetics, tissue diffusion, pharmacodynamic response, and HLA-weighted immunogenicity. Model parameters were calibrated against published biochemical, imaging, and randomized clinical trial data, and uncertainty was quantified through 10,000 Monte Carlo iterations. Each virtual patient underwent standardized five-site glabellar injections with clinically equivalent doses. LetibotulinumtoxinA and PrabotulinumtoxinA predicted the most balanced profiles, combining high efficacy (mean peak strain reduction 72 % and 68 %, respectively), rapid onset (2.7-3.1 days), and minimal predicted neutralizing antibody incidence over 20 years (0.4-0.6 %). DaxibotulinumtoxinA showed the longest modelled duration of effect (median 142 days), whereas AbobotulinumtoxinA and Relatox exhibited broader diffusion and higher immunogenicity risk. Overall ranking stability remained high (ρ = 0.92) across all uncertainty scenarios. These simulations align closely with available empirical data and suggest that formulation-specific differences in protein structure, diffusion behaviour, and antigenicity may contribute to observed clinical variability. Model-informed comparative analysis can complement real-world and prospective studies to optimize product selection and dosing strategies in aesthetic and therapeutic applications.

추출된 의학 개체 (NER)

유형영어 표현한국어 / 풀이UMLS CUI출처등장
시술 botulinum toxin 보툴리눔독소 주사 dict 1
해부 tissue scispacy 1
해부 glabellar scispacy 1
해부 Relatox scispacy 1
약물 BoNT/A → botulinum neurotoxin type A C0006050
botulinum toxin type A
scispacy 1
약물 AbobotulinumtoxinA scispacy 1
약물 formulation-specific scispacy 1
기타 botulinum neurotoxin type A scispacy 1
기타 BoNT/A → botulinum neurotoxin type A scispacy 1
기타 BoNT/A formulations scispacy 1
기타 patient scispacy 1
기타 PrabotulinumtoxinA scispacy 1

MeSH Terms

Botulinum Toxins, Type A; Humans; Patient-Specific Modeling; Male; Female; Young Adult; Adult; Middle Aged; Aged; Treatment Outcome; Randomized Controlled Trials as Topic; Time Factors

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