In silico predicted therapy against chronic Staphylococcus aureus infection leads to bacterial clearance in vivo

计算机预测慢性金黄色葡萄球菌感染的治疗可导致体内细菌清除

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作者:Lito A Papaxenopoulou, Gang Zhao, Sahamoddin Khailaie, Konstantinos Katsoulis-Dimitriou, Ingo Schmitz, Eva Medina, Haralampos Hatzikirou, Michael Meyer-Hermann

Abstract

Staphylococcus aureus can lead to chronic infections and abscesses in internal organs including kidneys, which are associated with the expansion of myeloid-derived suppressor cells (MDSCs) and their suppressive effect on T cells. Here, we developed a mathematical model of chronic S. aureus infection that incorporates the T-cell suppression by MDSCs and suggests therapeutic strategies for S. aureus clearance. A therapeutic protocol with heat-killed S. aureus (HKSA) was quantified in silico and tested in vivo. Contrary to the conventional administration of heat-killed bacteria as vaccination prior to infection, we administered HKSA as treatment in chronically infected hosts. Our treatment eliminated S. aureus in kidneys of all chronically S. aureus-infected mice, reduced MDSCs, and reversed T-cell dysfunction by inducing acute inflammation during ongoing, chronic infection. This study is a guideline for a treatment protocol against chronic S. aureus infection and renal abscesses by repurposing heat-killed treatments, directed by mathematical modeling.

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