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BACMETH: Bacterial methylation of the human gut microbiome in response to diet for improvement of cardiometabolic health

Lead Research Organisation: King's College London
Department Name: Twin Research and Genetic Epidemiology

Abstract

Obesity and metabolic disease are a global health challenge and major risk factors for cardiovascular disease. Diet is a key modifiable risk factor for cardiometabolic disease but is challenging to study partly because metabolic response to diet is highly personalised. Diet exerts a major influence on the community of microbes in the human gut, the gut microbiota, which in turn plays a key role in metabolic health and disease. Understanding the links between diet, gut microbiota, and cardiometabolic health is crucial to provide tools to tackle the obesity crisis and its clinical consequences.

Although diet-induced changes to the human gut microbiota have been identified in metabolic health and disease, our understanding of the bacterial molecular processes mediating these effects remains limited. DNA methylation of bacteria in our gut could play a key mechanistic role. Bacterial methylation has been under-explored at genome-wide scale, but recent developments in sequencing show that methylation is wide-spread, plays important roles including in regulation of bacterial gene function, and may provide a valuable stable biomarker of gene regulation.

This project will characterise human gut bacterial methylation as a novel tool to uncover molecular pathways mediating diet impacts on cardiometabolic health. The hypothesis is that diet induces changes in bacterial methylation, which have functional consequences on the intestinal environment and its microbial community, and affect human health. The workflow includes 1/ diet intervention trials, 2/ large well-characterised cohorts, and 3/ functional experiments. The project will assess if diet-induced bacterial methylation marks together with bacterial methylation signatures of cardiometabolic traits can explain the inter-individual variability in metabolic response to diet, and its downstream effect on health. These novel mechanistic insights and tools will help to promote and optimise cardiometabolic disease prevention.

Publications

10 25 50
 
Title Pilot long read human gut meta genome dataset 
Description We generated pilot data from gut mirobiome samples from up to 3 TwinsUK individuals. The pilot data contain long-read meta genome data, generated at different coverage. The primary aim is to call DNA modifications from PacBio and ONT in these datasets, and directly compare the DNA methylation call rates across the two technologies. 
Type Of Material Database/Collection of data 
Year Produced 2025 
Provided To Others? No  
Impact No impacts yet. The envisioned impacts are to inform the scientific community of the call rate for DNA modifications in bacterial community samples across two different technologies. 
 
Description Collaboration on mock community standards for microbial communities - Zymo Research 
Organisation Zymo Research Corporation
Country United States 
Sector Private 
PI Contribution We formed a collaboration with researchers at Zymo Research to work on DNA modifications in Zymo mock community standards D6331 and D6332. We are analysing PacBio data in these samples generated by Zymo researchers. We have also requested biological samples from Zymo that we will profile using long-read sequencing.
Collaborator Contribution Our partners shared long-read meta genome data from Zymo samples D6331 and D6332 with us. They are also checking sample availability and aim to send us DNA from these microbial communities.
Impact We have obtained unpublished long-read sequencing data that Zymo Research researchers generated from Zymo D6331 and D6332 samples. Data analysis is underway and we aim to publish the results. However, at present analyses are underway and therefore there are no outputs from this collaboration.
Start Year 2025
 
Description Whole gut microbiome DNA methylation analysis using Oxford Nanopore long-read sequencing data (RC - CSHL Microbiome) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Conference poster presentation-

Ricardo Costeira, Jordana T. Bell. Whole gut microbiome DNA methylation analysis using Oxford Nanopore long-read sequencing data. Poster presentation. Microbiome: 29 October - 2 November, 2024; Cold Spring Harbour Laboratory, NY, USA.
Year(s) Of Engagement Activity 2024
 
Description Whole gut microbiome DNA methylation analysis using Oxford Nanopore long-read sequencing data (RC - FoG) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Conference poster presentation-

Ricardo Costeira, Jordana T. Bell. Whole gut microbiome DNA methylation analysis using Oxford Nanopore long-read sequencing data. Poster presentation. The Festival of Genomics and Biodata: 28-29 January, 2025; London, UK.
Year(s) Of Engagement Activity 2025