Computational model-informed comparative evaluation of botulinum toxin a formulations: A 20-year simulation of onset, diffusion, duration, and immunogenicity.
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)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 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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