Unravelling the pandemic: impaired bone metabolism and risk of SARS-CoV-2 infection.

IF 2.2 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Current Medical Research and Opinion Pub Date : 2025-03-01 Epub Date: 2025-03-20 DOI:10.1080/03007995.2025.2479782
Emilio Pariente, Marta Martín-Millán, Daniel Nan, Daniel Martínez-Revuelta, Hector Basterrechea, Javier Pardo, Merelyn Bonome, Sandra Solares, Carmen Ramos, Jose-Manuel Olmos-Martinez, Raquel Pascua, Victor M Martínez-Taboada, José Luis Hernández
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Abstract

Introduction: While the impact of COVID-19 on bone metabolism has been extensively studied, the inverse relationship remains less understood. This study investigates whether impaired bone metabolism is associated with an increased risk of COVID-19 infection.

Methods: We conducted a nested case-control study within a population-based cohort, incorporating Kaplan-Meier analysis (KMA) to assess time to infection (TTI) differences. Propensity score matching (1:2) was performed and validated through standardized mean differences (<0.10), variance ratio (=1), and McFadden's pseudo-R2 (=0), ensuring balanced covariates. Bone status was evaluated using a composite index (AOMI), which included five components: P1NP and CTX (bone turnover markers), total hip bone mineral density (BMD-TH), trabecular bone score (TBS), and integral volumetric BMD (IvBMD). Inflammation and insulin resistance (IR) were assessed by albumin-to-globulin ratio (AGR <1.50) and the TG/HDL ratio (>2.50 in women and >2.80 in men), respectively.

Results: We analysed 294 COVID-19 cases and 528 controls. AOMI+ individuals had a higher prevalence of COVID-19 (41.5% vs. 33.2%; p = 0.031), an adverse lipid pattern ("A" profile: high ApoB, LDL and TC) and pronounced bone changes (higher P1NP and CTX, lower BMD-TH, TBS, and IvBMD). AOMI - individuals were more likely to have metabolic syndrome, displayed a different lipid profile ("B" profile: elevated TG, AIP, and TG/HDL ratio), fewer bone alterations, and lower COVID-19 prevalence. TG/HDL ratio was 1.66 ± 1 in "A" profile, while it was 2.85 ± 1.4 in "B" profile individuals (p = 0.0001). Age acted as an effect modifier, and lowest tercile significantly increased COVID-19 risk associated with AOMI+ [Mantel-Haenszel OR = 1.42 (95%CI: 1.08-1.9); p = 0.022]. KMA identified AOMI+ men and individuals of both sexes in lowest age tercile, as groups with shorter TTI: These younger individuals had high CTX (women), low TBS (men), and high ApoB (both). In multivariable analyses, plasma CTX levels negatively correlated with TTI (adjusted β= -0.325; p = 0.0001). AOMI+ status was associated with increased COVID-19 risk after controlling for confounders, including IR (adjusted OR = 1.51; 95%CI: 1.04-2.10; p = 0.027), although this association weakened when adjusting for AGR (95%CI: 0.99-2.28; p = 0.055). ANCOVA-estimated adjusted TBS means were lower in COVID-19 cases compared to controls (1.259 vs. 1.294; p = 0.013).

Conclusions: Impaired bone metabolism was found to be associated with increased COVID-19 risk, in a relationship potentially mediated by underlying inflammation. Elevated osteoclastic activity and a defined lipid profile with high ApoB, TC, LDL levels, played a crucial role in the results. Bone quality parameters more accurately captured COVID-19-related bone changes than BMD.

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解开大流行:骨骼代谢受损和感染SARS-CoV-2的风险。
导言:虽然COVID-19对骨代谢的影响已被广泛研究,但其反比关系仍鲜为人知。本研究调查了骨代谢受损是否与COVID-19感染风险增加有关。方法:我们在以人群为基础的队列中进行了一项巢式病例对照研究,采用Kaplan-Meier分析(KMA)来评估感染时间(TTI)的差异。进行倾向评分匹配(1:2),并通过标准化均值差(2(=0)进行验证,确保协变量平衡。使用复合指数(AOMI)评估骨状态,该指数包括五个组成部分:P1NP和CTX(骨转换标志物)、髋部总骨矿物质密度(BMD- th)、骨小梁评分(TBS)和整体体积骨密度(IvBMD)。炎症和胰岛素抵抗(IR)分别通过白蛋白与球蛋白比值(女性AGR为2.50,男性AGR为2.80)进行评估。结果:分析新冠肺炎病例294例,对照组528例。AOMI +个体的COVID-19患病率更高(41.5%比33.2%;p = 0.031),不利的脂质模式(“A”谱:高载脂蛋白、低密度脂蛋白和TC)和明显的骨骼变化(P1NP和CTX较高,BMD-TH、TBS和IvBMD较低)。AOMI-个体更有可能患有代谢综合征,表现出不同的脂质谱(“B”谱:TG、AIP和TG/HDL比值升高),骨骼改变较少,COVID-19患病率较低。A型人群TG/HDL比值为1.66±1,B型人群TG/HDL比值为2.85±1.4 (p = 0.0001)。年龄是影响因子,最低不育期显著增加AOMI+相关的COVID-19风险[Mantel-Haenszel OR = 1.42 (95%CI: 1.08-1.9);p = 0.022]。KMA鉴定了最低年龄不育者中AOMI +男性和男女个体,作为TTI较短的群体:这些年轻个体具有高CTX(女性),低TBS(男性)和高ApoB(两者)。在多变量分析中,血浆CTX水平与TTI呈负相关(调整后β= -0.325;p = 0.0001)。在控制混杂因素后,AOMI +状态与COVID-19风险增加相关,包括IR(调整后OR = 1.51;95%置信区间:1.04—-2.10;p = 0.027),但在调整AGR后,这种关联减弱(95%CI: 0.99-2.28;p = 0.055)。与对照组相比,COVID-19病例经ancova估计的调整后TBS均值较低(1.259 vs 1.294;p = 0.013)。结论:骨代谢受损与COVID-19风险增加有关,这种关系可能由潜在炎症介导。破骨细胞活性升高和高载脂蛋白、TC、LDL水平的脂质谱在结果中发挥了关键作用。骨质量参数比骨密度更准确地捕获与covid -19相关的骨骼变化。
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来源期刊
Current Medical Research and Opinion
Current Medical Research and Opinion 医学-医学:内科
CiteScore
4.40
自引率
4.30%
发文量
247
审稿时长
3-8 weeks
期刊介绍: Current Medical Research and Opinion is a MEDLINE-indexed, peer-reviewed, international journal for the rapid publication of original research on new and existing drugs and therapies, Phase II-IV studies, and post-marketing investigations. Equivalence, safety and efficacy/effectiveness studies are especially encouraged. Preclinical, Phase I, pharmacoeconomic, outcomes and quality of life studies may also be considered if there is clear clinical relevance
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