Zhichao Wang, Yan Zhang, Jinli Hou, Bingyu Lv, Xue Li, Li Gao, Xuemei Qin, Yuetao Liu
{"title":"Multi-omics uncovers the critical role of ceramide-mediated <i>Acinetobacter</i> growth suppression in pressure injury healing under aging and malnutrition.","authors":"Zhichao Wang, Yan Zhang, Jinli Hou, Bingyu Lv, Xue Li, Li Gao, Xuemei Qin, Yuetao Liu","doi":"10.1016/j.jpha.2026.101587","DOIUrl":null,"url":null,"abstract":"<p><p>The epidemiology of tolerance and susceptibility in an individual suggests that aging and malnutrition (MN) should be critically regarded as a common clinical combination in the pathomechanism of pressure ulcer/injury (PU). However, the influence of these two factors on wound healing has not been fully elucidated. In this study, we used a random forest (RF) to screen macro and laboratory indicators to compare the characteristic variables of single versus dual interventions for aging or MN. The 16S ribosomal RNA (16S rRNA) microbiome sequencing as well as serum and skin metabolomics studies were conducted, along with the integration of bulk and single-cell RNA sequencing (scRNA-seq) data using bioinformatics. MetOrigin, MIMOSA2, and MetaNet were used to identify the molecular driving factors. The main findings demonstrated that the dual intervention played an essential role in inflammatory infiltration, promoting <i>Acinetobacter</i> colonization, affecting the activity of arachidonic acid (AA) and sphingolipid metabolic pathways, and simulating the metabolic profile of natural skin aging. The results of multi-omics association analysis, molecular biology, and antibacterial experiments <i>in vitro</i> indicated that the dual intervention affected keratinocytes through the cascading changes of the ceramide-<i>Acinetobacter</i>-AA-autophagy/wingless/integrated (WNT) axis to influence the healing process of PU wounds. In summary, this study has identified previously unknown links among skin microbiota, metabolites, and genomics in MN and aging, demonstrating that ceramide supplementation promotes wound healing in the older adults.</p>","PeriodicalId":94338,"journal":{"name":"Journal of pharmaceutical analysis","volume":"16 8","pages":"101587"},"PeriodicalIF":8.9000,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13471078/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of pharmaceutical analysis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.jpha.2026.101587","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/16 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The epidemiology of tolerance and susceptibility in an individual suggests that aging and malnutrition (MN) should be critically regarded as a common clinical combination in the pathomechanism of pressure ulcer/injury (PU). However, the influence of these two factors on wound healing has not been fully elucidated. In this study, we used a random forest (RF) to screen macro and laboratory indicators to compare the characteristic variables of single versus dual interventions for aging or MN. The 16S ribosomal RNA (16S rRNA) microbiome sequencing as well as serum and skin metabolomics studies were conducted, along with the integration of bulk and single-cell RNA sequencing (scRNA-seq) data using bioinformatics. MetOrigin, MIMOSA2, and MetaNet were used to identify the molecular driving factors. The main findings demonstrated that the dual intervention played an essential role in inflammatory infiltration, promoting Acinetobacter colonization, affecting the activity of arachidonic acid (AA) and sphingolipid metabolic pathways, and simulating the metabolic profile of natural skin aging. The results of multi-omics association analysis, molecular biology, and antibacterial experiments in vitro indicated that the dual intervention affected keratinocytes through the cascading changes of the ceramide-Acinetobacter-AA-autophagy/wingless/integrated (WNT) axis to influence the healing process of PU wounds. In summary, this study has identified previously unknown links among skin microbiota, metabolites, and genomics in MN and aging, demonstrating that ceramide supplementation promotes wound healing in the older adults.
个体耐受性和易感性的流行病学表明,在压疮/损伤(PU)的病理机制中,应审慎地将衰老和营养不良(MN)视为常见的临床组合。然而,这两种因素对创面愈合的影响尚未完全阐明。在这项研究中,我们使用随机森林(RF)筛选宏观指标和实验室指标,以比较单一和双重干预对衰老或MN的特征变量。进行16S核糖体RNA (16S rRNA)微生物组测序以及血清和皮肤代谢组学研究,同时使用生物信息学整合大量和单细胞RNA测序(scRNA-seq)数据。使用MetOrigin、MIMOSA2和MetaNet鉴定分子驱动因子。主要研究结果表明,双重干预在炎症浸润、促进不动杆菌定植、影响花生四烯酸(AA)和鞘脂代谢途径的活性、模拟皮肤自然衰老的代谢谱等方面发挥了重要作用。多组学关联分析、分子生物学和体外抗菌实验结果表明,双重干预通过神经酰胺-不动杆菌- aa -自噬/无翼/整合(WNT)轴的级联变化影响角质形成细胞,影响PU创面愈合过程。总之,这项研究已经确定了MN和衰老中皮肤微生物群、代谢物和基因组学之间以前未知的联系,表明神经酰胺补充剂促进老年人伤口愈合。