{"id":17711,"date":"2025-11-02T16:25:23","date_gmt":"2025-11-02T21:25:23","guid":{"rendered":"https:\/\/ccna-ccnv.ca\/?post_type=ccna_publication&#038;p=17711"},"modified":"2026-02-02T16:25:37","modified_gmt":"2026-02-02T21:25:37","slug":"exploring-sex-specific-risk-factors-in-cognitive-decline-insights-into-modifiable-and-non-modifiable-determinants-using-a-network-analysis","status":"publish","type":"ccna_publication","link":"https:\/\/ccna-ccnv.ca\/fr\/ccna_publication\/exploring-sex-specific-risk-factors-in-cognitive-decline-insights-into-modifiable-and-non-modifiable-determinants-using-a-network-analysis\/","title":{"rendered":"Exploring sex-specific risk factors in cognitive decline: Insights into modifiable and non-modifiable determinants using a network analysis"},"content":{"rendered":"<h2>Abstract<\/h2>\n<p><strong class=\"sub-title\">Background:\u00a0<\/strong>How sex-specific risk factors for dementia interact remains understudied. Network analysis provides a novel approach to examine these relationships, offering insights into sex-specific risk factor connectivity in healthy controls (HCs) and individuals with mild cognitive impairment or Alzheimer&rsquo;s disease (cognitive decline [CD]).<\/p>\n<p><strong class=\"sub-title\">Methods:\u00a0<\/strong>A network analysis of 896 participants examined associations among modifiable, non-modifiable, and cognitive risk factors. Network invariance and global strength tests assessed structural and connectivity differences.<\/p>\n<p><strong class=\"sub-title\">Results:\u00a0<\/strong>In males, network invariance differed between HC and CD groups, but connectivity was unchanged. In females, network invariance and connectivity were significantly altered, with HC females exhibiting stronger overall connectivity. Key risk factors in females included systolic blood pressure and apolipoprotein E \u03b54, whereas males&rsquo; networks were primarily influenced by cognitive outcomes.<\/p>\n<p><strong class=\"sub-title\">Discussion:\u00a0<\/strong>Sex-specific networks suggest distinct mechanisms underlying cognitive decline. Future work differentiating mild cognitive impairment and Alzheimer&rsquo;s disease stages will refine our understanding of risk factor evolution and inform precision medicine approaches to dementia prevention.<\/p>\n<h2>Plain Language Summary<\/h2>\n<p>There are many risk factors for dementia. We wanted to know if there are unique patterns of risk between females and males. In other words, are there sex differences in the risk factors for dementia?<\/p>\n<p>To begin to answer this question, we used data from three large Canadian studies on aging and dementia. We studied the patterns of risk separately for males and females.<\/p>\n<p>Our findings demonstrated that the networks of risk factors were different for females and males. For example, vascular health factors played a stronger role in females\u2019 risk factors. But mental health factors were more central in males\u2019 risk factor patterns.<\/p>\n<p>These findings matter because they can help us to have more accurate risk reduction strategies. \u00a0\u00a0Dementia risk is not the same for everyone. Sex-specific health strategies\u2014such as better heart health monitoring in females, or mental health support for males\u2014could help delay or prevent cognitive decline.<\/p>\n","protected":false},"author":14,"featured_media":0,"template":"","meta":{"_acf_changed":false},"studies-relation":[],"class_list":["post-17711","ccna_publication","type-ccna_publication","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Exploring sex-specific risk factors in cognitive decline: Insights into modifiable and non-modifiable determinants using a network analysis - CCNA - CCNV<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ccna-ccnv.ca\/fr\/ccna_publication\/exploring-sex-specific-risk-factors-in-cognitive-decline-insights-into-modifiable-and-non-modifiable-determinants-using-a-network-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"fr_CA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Exploring sex-specific risk factors in cognitive decline: Insights into modifiable and non-modifiable determinants using a network analysis - 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