Electronic health record mining reveals effects of patient immune status on clinical outcomes of biomaterial implantation following skeletal muscle damage.

medRxiv : the preprint server for health sciences 2025

Sharma S, Horton I, Josyula A, Sadtler K

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Abstract

Implantation of medical devices and biomaterials can help restore form and function of missing or damaged tissue. It is known that the immune system plays a critical role in both positive and negative outcomes of these implanted materials. The foreign body response is characterized by protein deposition and clotting followed by macrophage inflammation, frustrated phagocytosis, giant cell formation, and ultimately fibrosis. This can inhibit the function of implanted devices (e.g. Insulin pumps) as well as cosmesis (e.g. capsular contracture in breast implants) and persistent inflammation has been associated with more severe outcomes in some patients, including emergence of autoimmune-like pathologies. On the other hand, the immune system plays a constructive role in tissue remodeling and regeneration and is needed for the positive effects of some biomaterials, such as extracellular matrix-based scaffolds in muscle repair. Given these factors, we sought to understand potential variations in post-operative complications in individuals with primary and secondary immune disorders - both autoimmune and immunodeficiencies. This preliminary observational study using electronic health record mining showed increased complication odds for individuals with both autoimmune conditions and immunodeficiencies, with variations dependent upon the individual's sex and age as well as the type of material implanted. Future prospective studies could yield improved insight into both mechanisms of immune response to materials in humans and identify potential risk factors for individual patients undergoing plastics and reconstructive surgeries.

추출된 의학 개체 (NER)

유형영어 표현한국어 / 풀이UMLS CUI출처등장
해부 breast 유방 dict 1
해부 skeletal muscle scispacy 1
해부 tissue scispacy 1
해부 macrophage scispacy 1
해부 cell scispacy 1
해부 extracellular scispacy 1
해부 muscle scispacy 1
합병증 capsular contracture 피막구축 dict 1
질환 skeletal muscle damage C3806200
Skeletal muscle damage
scispacy 1
질환 inflammation C0021368
Inflammation
scispacy 1
질환 fibrosis C0016059
Fibrosis
scispacy 1
질환 autoimmune and immunodeficiencies scispacy 1
질환 immunodeficiencies C0021051
Immunologic Deficiency Syndromes
scispacy 1
질환 breast implants scispacy 1
기타 patient scispacy 1
기타 Insulin scispacy 1
기타 patients scispacy 1
기타 humans scispacy 1

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