The influence of host traits on the gut microbiome

The composition of the human gut microbiome is a reflection of the host’s lifestyle, health status, and exposures. Our research uses epidemiological methods to study the relationship of sleep apnea, physical activity, and antibiotic use with the gut microbiome using large population-based data.

Details

  • Funder: EU – Horizon Europe – ERC, Hjärt-Lungfonden, Swedish Research Council

Project description

Growing evidence has implicated the gut microbiome in the development of gastrointestinal, cardiovascular, and neurological diseases. Examining how host traits and exposures influence the composition of the gut microbiome can elucidate the mechanism connecting the gut microbiome to health and help us identify the characteristics of a healthy or a dysbiotic gut microbiome. In this project, we use refined exposure measurements, such as sensor-derived measurements or national register data, combined with data from deep shotgun metagenomics of fecal samples in large population-based studies to investigate the associations with gut microbiome composition. We are also applying Mendelian randomization analysis to complement our observational associations with evidence of a causal effect.

To examine the association of sleep apnea and physical activity with the gut microbiome, we used respiratory polygraph-measured obstructive sleep apnea parameters and accelerometer-measured physical activity in SCAPIS participants. The next step for our study on physical activity is to perform a Mendelian randomization analysis, which was made possible due to the ongoing genome-wide association studies of the gut microbiome conducted in our group.

A well-known factor influencing the microbiome is antibiotic use. However, the duration of the effect of antibiotics on the gut microbiome is unclear. We aim to provide important insights into this matter by using data from the Swedish Prescribed Data Register, which captures all dispensed antibiotics in Sweden since July 2005. We will use the register data together with gut microbiome data from participants from SCAPIS, SIMPLER, and MOS to investigate the association between past antibiotic use and gut microbiome.

Marju Orho-Melander, institutionen för kliniska vetenskaper i Malmö, Lunds universitets Diabetescentrum, Lunds universitet, Malmö, Sverige.

Johan Ärnlöv, avdelningen för familjemedicin och primärvård, Institutionen för neurobiologi, vårdvetenskap och samhälle, Karolinska Institutet, samt Hälsohögskolan, Högskolan Dalarna, Falun.

Elin Ekblom-Bak, institutionen för fysisk aktivitet och hälsa, Gymnastik- och idrottshögskolan, Stockholm, Sverige.

Örjan Ekblom, institutionen för fysisk aktivitet och hälsa, Gymnastik- och idrottshögskolan, Stockholm.

Anna Larsson, institutionen för kliniska vetenskaper i Malmö, Lunds universitet, Malmö, Sverige.

Ulrika Ericson, institutionen för kliniska vetenskaper i Malmö, Lunds universitet, Malmö, Sverige.

Guillaume Meric, Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australien.

Baldanzi G, Sayols-Baixeras S, Theorell-Haglöw J, Dekkers KF, Hammar U, Nguyen D, Lin YT, Ahmad S, Holm JB, Nielsen HB, Brunkwall L, Benedict C, Cedernaes J, Koskiniemi S, Phillipson M, Lind L, Sundström J, Bergström G, Engström G, Smith JG, Orho-Melander M, Ärnlöv J, Kennedy B, Lindberg E, Fall T. OSA Is Associated With the Human Gut Microbiota Composition and Functional Potential in the Population-Based Swedish CardioPulmonary bioImage Study. Chest. 2023 Aug;164(2):503-516. doi: 10.1016/j.chest.2023.03.010.

Baldanzi G, Sayols-Baixeras S, Ekblom-Bak E, Ekblom Ö, Dekkers KF, Hammar U, Nguyen D, Ahmad S, Ericson U, Arvidsson D, Börjesson M, Johanson PJ, Smith JG, Bergström G, Lind L, Engström G, Ärnlöv J, Kennedy B, Orho-Melander M, Fall T. Accelerometer-based physical activity is associated with the gut microbiota in 8416 individuals in SCAPIS. EBioMedicine. 2024 Feb;100:104989. doi: 10.1016/j.ebiom.2024.104989. Epub 2024 Jan 31

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