The Role of Metabolomics in Understanding Hypertension: Protocol for a Systematic Review and Meta-Analysis

This review will identify metabolites showing consistent hypertension associations and document methodological requirements for clinical translation, including standardization of sample collection, analytical platforms, and data processing. The findings will inform longitudinal validation studies and establish evidence-based pathways for potential applications in hypertension risk assessment and clinical trial design. Validation of consistently identified metabolite-hypertension associations in independent, prospective cohorts will be critical for establishing causality and assessing the temporal stability of metabolomic signatures. The review will also identify methodological gaps requiring standardization, such as sample collection protocols, analytical platform harmonization, and data processing procedures, which must be addressed before metabolomic findings can be translated into clinical applications.

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Publication Details

Journal
JMIR Research Protocols
Published
2026-03-17
DOI
https://doi.org/10.2196/77536
Primary Topic
Metabolomics and Mass Spectrometry Studies
Type
article
Field-Weighted Citation Impact
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article

The Role of Metabolomics in Understanding Hypertension: Protocol for a Systematic Review and Meta-Analysis

Puteri Sofia Nadira Megat Kamaruddin, Mohd Naeem Mohd Nawi
JMIR Research Protocols
Metabolomics and Mass Spectrometry Studies
article

The Role of Metabolomics in Understanding Hypertension: Protocol for a Systematic Review and Meta-Analysis

Puteri Sofia Nadira Megat Kamaruddin, Mohd Naeem Mohd Nawi
article en

Abstract

This review will identify metabolites showing consistent hypertension associations and document methodological requirements for clinical translation, including standardization of sample collection, analytical platforms, and data processing. The findings will inform longitudinal validation studies and establish evidence-based pathways for potential applications in hypertension risk assessment and clinical trial design. Validation of consistently identified metabolite-hypertension associations in independent, prospective cohorts will be critical for establishing causality and assessing the temporal stability of metabolomic signatures. The review will also identify methodological gaps requiring standardization, such as sample collection protocols, analytical platform harmonization, and data processing procedures, which must be addressed before metabolomic findings can be translated into clinical applications.

JMIR Research ProtocolsVol. 15
Ministry of Health (MY)
Good health and well-being
Openalex Percentile: Top 19%
Metabolomics and Mass Spectrometry Studies
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