Related Experiment Video
Updated: Sep 15, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Exploring causal gut-brain axes in Alzheimer's disease using mediation Mendelian randomization analysis
1Department of Traditional Chinese Medicine, The Second Hospital of Shandong University, Jinan, China.
None:
BackgroundAlzheimer's disease (AD) is a progressive neurodegenerative condition with unclear etiology. Recent studies suggest gut microbiota may be involved in AD pathogenesis through imbalances that increase intestinal permeability, affect blood-brain barrier function, and promote neuroinflammation. However, observational studies are susceptible to confounding biases and reverse causality.ObjectiveThis study aimed to explore causal relationships between gut microbiota, brain imaging-derived phenotypes (IDPs), and AD using mediation Mendelian randomization analysis to identify specific gut-brain axes involved in AD mechanisms.MethodsWe conducted a three-phase Mendelian randomization analysis using large-scale genome-wide association study (GWAS) data. Phase 1 analyzed causal effects of 412 gut microbiota on AD. Phase 2 examined causal effects of 920 IDPs on AD. Phase 3 performed mediation analysis to understand the role of IDPs in the gut microbiota-AD pathway. Data sources included Dutch population study (7738 individuals), MiBioGen consortium (18,340 individuals), UK Biobank brain imaging (8428 samples), and AD GWAS dataset (487,511 participants). Inverse variance weighted method was the primary analysis approach.ResultsWe identified 12 gut microbiota metabolic pathways and 32 gut microbiota species causally related to AD, plus 29 IDPs with potential causal relationships to AD. Mediation analysis revealed four distinct gut-brain axes: genus Butyrivibrio-brain stem-AD, genus Lachnospiraceae-brain stem-AD, PEPTIDOGLYCANSYN pathway-L1 External capsule Left-AD, and TCA cycle pathway-L1 External capsule Left-AD.ConclusionsThis study identified four specific gut microbiota-brain structure axes causally involved in AD mechanisms, providing novel insights for understanding the gut-brain axis role in AD pathogenesis and potential therapeutic targets.
More Related Videos
09:38Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
09:33Quantitative 3D In Silico Modeling q3DISM of Cerebral Amyloid-beta Phagocytosis in Rodent Models of Alzheimer's Disease
Published on: December 26, 2016
Related Concept Videos
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
Alzheimer's Disease: Treatment