Shahzad Ahmad

University of Oxford
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Articles (19)

Year:

2025

Year:

2025

Trimethylamine N ‐oxide (TMAO) is a circulating microbiome‐derived metabolite implicated in the development of atherosclerosis and cardiovascular disease (CVD). We investigated whether plasma levels of TMAO, its precursors (betaine, carnitine, deoxycarnitine, choline), and TMAO‐to‐precursor ratios are associated with clinical outcomes, including CVD and mortality. This was followed by an in‐depth analysis of their genetic, gut microbial, and dietary determinants. The analyses were conducted in five Dutch prospective cohort studies including 7834 individuals. To further investigate association results, Mendelian Randomization (MR) was also explored. We found only plasma choline levels (hazard ratio [HR] 1.17, [95% CI 1.07; 1.28]) and not TMAO to be associated with CVD risk. Our association analyses uncovered 10 genome‐wide significant loci, including novel genomic regions for betaine (6p21.1, 6q25.3), choline (2q34, 5q31.1), and deoxycarnitine (10q21.2, 11p14.2) comprising several metabolic gene associations, for example, CPS1 or PEMT . Furthermore, our analyses uncovered 68 gut microbiota associations, mainly related to TMAO‐to‐precursors ratios and the Ruminococcaceae family, and 16 associations of food groups and metabolites including fish‐TMAO, meat‐carnitine, and plant‐based food‐betaine associations. No significant association was identified by the MR approach. Our analyses provide novel insights into the TMAO pathway, its determinants, and pathophysiological impact on the general population.

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2022

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2022

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2022

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2022

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2020

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2020

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2020

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2020

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2020

Collaborators (23)

Petroula Proitsi

King’s College London

UNITED KINGDOM
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Maria Valdés Hernández

Row Fogo Lecturer in Medical Image Analysis

University of Edinburgh

UNITED KINGDOM
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Anbupalam Thalamuthu

University of New South Wales

AUSTRALIA
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Robert Kraaij

Assistant Professor

Erasmus MC

NETHERLANDS
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Tobias Luck

Professor for Psychology; Vice Dean for Internationality, Research and Transfer

University of Erfurt

GERMANY
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Eero Vuoksimaa

University of Helsinki

FINLAND
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Jingyuan Fu

Full professor

University Medical Center Groningen

NETHERLANDS
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Mohsen Ghanbari

Associate Professor and Principal Investigator

Erasmus MC

NETHERLANDS
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Dina Vojinovic

-

NETHERLANDS
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Chloé Sarnowski

Assistant Professor

The University of Texas Health Science Center at Houston

UNITED STATES
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Amber Yaqub

Erasmus University Rotterdam

NETHERLANDS
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Alejandro Nato

Associate Professor

Marshall University

UNITED STATES
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Najaf Amin

Associate Professor

University of Oxford

UNITED KINGDOM
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Giulio Pergola

-

ITALY
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Jari Lahti

University of Helsinki

FINLAND
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Otto Valladares

University of Pennsylvania

UNITED STATES
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Yuk Yee Leung

Research Assistant Professor

University of Pennsylvania

UNITED STATES
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Anu-Maria Loukola

University of Helsinki

FINLAND
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Marian Beekman

Assistant Professor

Leiden University Medical Center

NETHERLANDS
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Anita DeStefano

Professor

Boston University

UNITED STATES
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Iryna Fedko

University of Amsterdam

NETHERLANDS
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Jose Luis Royo

University of Malaga

SPAIN
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Henry Paulson

University of Michigan

UNITED STATES
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