Wright Sterling L, Slusanschi Oana, Giura Ana Cristina, Părlătescu Ioanina, Funieru Cristian, Gaidula Samantha M, Moore Nicole E, Weyrich Laura S
College of Health Solutions, Arizona State University, Phoenix, AZ 85004, USA.
Center for Health Through Microbiomes, The Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA.
Healthcare (Basel). 2025 Aug 27;13(17):2133. doi: 10.3390/healthcare13172133.
Periodontal disease is a widespread chronic condition linked to systemic illnesses such as cardiovascular disease, diabetes, and adverse pregnancy outcomes. Despite its global burden, population-specific studies on its risk factors remain limited, particularly in Central and Eastern Europe. The SANA-biome Project is a cross-sectional, community-based study designed to investigate the biological and social determinants of periodontal disease in Romania, a country with disproportionately high oral disease rates and minimal microbiome data. This protocol will integrate metagenomic, proteomic, and metabolomic data of the oral microbiome from saliva and dental calculus samples with detailed sociodemographic and lifestyle data collected through a structured 44-question survey. This study is grounded in two complementary frameworks: the IMPEDE model, which conceptualizes inflammation as both a driver and a consequence of microbial dysbiosis, and Ecosocial Theory, which situates disease within social and structural contexts. Our aims are as follows: (1) to identify lifestyle and behavioral predictors of periodontal disease; (2) to characterize the oral microbiome in individuals with and without periodontal disease; and (3) to evaluate the predictive value of combined microbial and sociodemographic features using statistical and machine learning approaches. Power calculations based on pilot data indicate a target enrollment of 120 participants. This integrative approach will help disentangle the complex interplay between microbiological and structural determinants of periodontal disease and inform culturally relevant prevention strategies. By focusing on an underrepresented population, this work contributes to a more equitable and interdisciplinary model of oral health research and supports the development of future precision public health interventions.
牙周病是一种普遍存在的慢性疾病,与心血管疾病、糖尿病和不良妊娠结局等全身性疾病有关。尽管其全球负担沉重,但针对特定人群的牙周病危险因素研究仍然有限,尤其是在中东欧地区。SANA-生物群落项目是一项基于社区的横断面研究,旨在调查罗马尼亚牙周病的生物学和社会决定因素。罗马尼亚口腔疾病发病率极高,但微生物组数据极少。本方案将整合唾液和牙菌斑样本中口腔微生物组的宏基因组、蛋白质组和代谢组数据,以及通过一项包含44个问题的结构化调查收集的详细社会人口学和生活方式数据。本研究基于两个互补的框架:IMPEDE模型,该模型将炎症概念化为微生物群落失调的驱动因素和后果;生态社会理论,该理论将疾病置于社会和结构背景中。我们的目标如下:(1)确定牙周病的生活方式和行为预测因素;(2)描述患有和未患有牙周病的个体的口腔微生物组特征;(3)使用统计和机器学习方法评估微生物和社会人口学特征组合的预测价值。根据试点数据进行的功效计算表明,目标招募人数为120名参与者。这种综合方法将有助于理清牙周病微生物学和结构决定因素之间的复杂相互作用,并为具有文化相关性的预防策略提供信息。通过关注代表性不足的人群,这项工作有助于建立一个更公平、跨学科的口腔健康研究模型,并支持未来精准公共卫生干预措施的发展。