Model-based meta-analysis to optimise Staphylococcus aureus-targeted therapies for atopic dermatitis
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Published version
Author(s)
Miyano, Takuya
Irvine, Alan
Tanaka, Reiko
Type
Journal Article
Abstract
Several clinical trials of Staphylococcus aureus (S. aureus)-targeted therapies for atopic dermatitis (AD) have demonstrated conflicting results regarding whether they improve AD severity scores. This study performs a model-based meta-analysis to investigate possible causes of these conflicting results and suggests how to improve the efficacies of S. aureus-targeted therapies.
We developed a mathematical model that describes systems-level AD pathogenesis involving dynamic interactions between S. aureus and Coagulase Negative Staphylococcus (CoNS). Our model simulation reproduced the clinically observed detrimental effects of application of S. hominis A9 (ShA9) and flucloxacillin on AD severity and showed that these effects disappeared if the bactericidal activity against CoNS was removed. A hypothetical (modelled) eradication of S. aureus by 3.0 log10 CFU/cm2, without killing CoNS, achieved comparable EASI-75 to dupilumab. This efficacy was potentiated if dupilumab was administered in conjunction with S. aureus eradication (EASI-75 at week 16; S. aureus eradication: 66.7%, dupilumab 61.6% and combination: 87.8%). The improved efficacy was also seen for virtual dupilumab poor responders.
Our model simulation suggests that killing CoNS worsens AD severity and that S. aureus-specific eradication without killing CoNS could be effective for AD patients, including dupilumab poor responders. This study will contribute to design promising S. aureus-targeted therapy.
We developed a mathematical model that describes systems-level AD pathogenesis involving dynamic interactions between S. aureus and Coagulase Negative Staphylococcus (CoNS). Our model simulation reproduced the clinically observed detrimental effects of application of S. hominis A9 (ShA9) and flucloxacillin on AD severity and showed that these effects disappeared if the bactericidal activity against CoNS was removed. A hypothetical (modelled) eradication of S. aureus by 3.0 log10 CFU/cm2, without killing CoNS, achieved comparable EASI-75 to dupilumab. This efficacy was potentiated if dupilumab was administered in conjunction with S. aureus eradication (EASI-75 at week 16; S. aureus eradication: 66.7%, dupilumab 61.6% and combination: 87.8%). The improved efficacy was also seen for virtual dupilumab poor responders.
Our model simulation suggests that killing CoNS worsens AD severity and that S. aureus-specific eradication without killing CoNS could be effective for AD patients, including dupilumab poor responders. This study will contribute to design promising S. aureus-targeted therapy.
Date Issued
2022-05-01
Date Acceptance
2022-01-25
Citation
JID Innovations, 2022, 2 (3)
ISSN
2667-0267
Publisher
Elsevier
Journal / Book Title
JID Innovations
Volume
2
Issue
3
Copyright Statement
ª 2022 The Authors. Published by Elsevier, Inc. on behalf of the Society for Investigative Dermatology. This is an open
access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Subjects
AD, atopic dermatitis
AIP, autoinducing peptide
AMP, antimicrobial peptide
CoNS, coagulase-negative Staphylococcus
EASI, Eczema Area and Severity Index
QSP, quantitative systems pharmacology
ShA9, Staphyloccocus hominis A9
agr, accessory gene regulatory
Publication Status
Published
Article Number
ARTN 100110
Date Publish Online
2022-02-18