Evidence map›Paper›PMID 42231427›Full record

ArticleCardiovascular diabetology2026

Cardiac remodeling after bariatric surgery associates with systemic metabolic reprogramming: a longitudinal untargeted metabolomics study.

Carmine Izzo, Martina Lombardi, Maria Rosaria Rusciano, Alessio Trotta, Cristina Gatto, Valeria Visco, Albino Carrizzo, Mario Masarone, Marcello Persico, Vincenzo Pilone and 4 more

Abstract read
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Article in Cardiovascular diabetology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Carmine Izzo *Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Martina Lombardi *Theoreo Srl Via Degli Ulivi, 3, 84090, Montecorvino Pugliano, SA, Italy.
Maria Rosaria RuscianoDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Alessio TrottaTheoreo Srl Via Degli Ulivi, 3, 84090, Montecorvino Pugliano, SA, Italy.
Cristina GattoDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Valeria ViscoDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Albino CarrizzoDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Mario MasaroneDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Marcello PersicoDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Vincenzo PilonePublic Health Department, Naples "Federico II" University, AOU "Federico II", Via S. Pansini 5, 80131, Naples, Italy.
Luigi SchiavoDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Carmine VecchioneDepartment of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Jacopo Troisi *Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy.
Michele Ciccarelli *Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy. mciccarelli@unisa.it.

Funding

Ministero della Salute SMART-CARE (Code CUP D43C22002120006)
6 · The paper itself

Abstract

backgroundObesity is a major contributor to adverse cardiac remodeling, particularly concentric left ventricular remodeling (LVCR), which is associated with diastolic dysfunction and increased cardiovascular risk. Bariatric surgery reverses many obesity-related comorbidities, including structural myocardial alterations. However, the molecular underpinnings of cardiac recovery, particularly metabolomic correlates, remain poorly understood.

objectiveThis study aimed to characterize longitudinal changes in the serum metabolome of patients undergoing bariatric surgery and to investigate the relationship between these metabolic shifts and the regression of concentric cardiac remodeling.

methodsA cohort of 127 adults with severe obesity was evaluated at baseline and 4, 12, and 24 weeks post-surgery. Echocardiographic parameters were assessed to define cardiac remodeling. Untargeted GC-MS-based metabolomic profiling was performed on serum samples. Multivariate models (PLS-DA), LASSO regression, and pathway enrichment analyses were employed to identify discriminant metabolites and predictors of remodeling outcomes.

resultsChanges in cardiac geometry primarily occurred within the first 12 weeks after the intervention and were mainly driven by reductions in relative wall thickness (RWT). Left ventricular mass index (LVMI) showed only modest, non-significant changes at the cohort level, consistent with the predominantly non-hypertrophic baseline profile. Metabolomic profiling showed time-dependent shifts involving amino acid, fatty acid, and ketone metabolism. Patients who experienced early favorable cardiac remodeling after bariatric surgery demonstrated enriched signatures of mitochondrial substrate flexibility, including short-chain fatty acids, branched-chain amino acid metabolites, and dicarboxylic acids. LASSO regression identified specific sets of metabolites associated with reductions in LVMI and RWT.

conclusionEarly geometric cardiac adaptation following bariatric surgery-primarily reflected by reductions in relative wall thickness (RWT), with modest and non-significant changes in LVMI at the cohort level-is associated with coordinated changes in systemic metabolic profiles. These findings suggest potential metabolic correlates of early cardiac adaptation while highlighting substantial interindividual variability. Metabolomic profiling provides insights into individual metabolic trajectories and may inform future strategies for cardiometabolic risk stratification.

Indexed as

Bariatric SurgeryEnergy MetabolismMetabolomicsVentricular Function, LeftVentricular RemodelingAdultBiomarkersFemaleHumansLongitudinal StudiesMaleMetabolic ReprogrammingMiddle AgedRecovery of FunctionTime FactorsTreatment OutcomeBiomarkersBariatric surgeryCardiac remodelingMetabolic signaturesMetabolic stratificationObesity-associated cardiomyopathyPLS-DA multivariate analysisPrecision cardiologyUntargeted metabolomicsWeight loss

Identifiers

PMID42231427
PMCPMC13491655

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