Shahzad Ahmad
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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
Maria Valdés Hernández
Row Fogo Lecturer in Medical Image Analysis
University of Edinburgh
Anbupalam Thalamuthu
University of New South Wales
Robert Kraaij
Assistant Professor
Erasmus MC
Tobias Luck
Professor for Psychology; Vice Dean for Internationality, Research and Transfer
University of Erfurt
Eero Vuoksimaa
University of Helsinki
Jingyuan Fu
Full professor
University Medical Center Groningen
Mohsen Ghanbari
Associate Professor and Principal Investigator
Erasmus MC
Dina Vojinovic
-
Chloé Sarnowski
Assistant Professor
The University of Texas Health Science Center at Houston
Amber Yaqub
Erasmus University Rotterdam
Alejandro Nato
Associate Professor
Marshall University
Najaf Amin
Associate Professor
University of Oxford
Giulio Pergola
-
Jari Lahti
University of Helsinki
Otto Valladares
University of Pennsylvania
Yuk Yee Leung
Research Assistant Professor
University of Pennsylvania
Anu-Maria Loukola
University of Helsinki
Marian Beekman
Assistant Professor
Leiden University Medical Center
Anita DeStefano
Professor
Boston University
Iryna Fedko
University of Amsterdam
Jose Luis Royo
University of Malaga
Henry Paulson
University of Michigan
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