Evidence map›Paper›PMID 42895543›Full record

ArticleClinical research in cardiology : official journal of the German Cardiac Society2026

Echocardiography-derived Left Atrial Volumetric-Mechanical Coupling Index predicts early new-onset atrial fibrillation after embolic stroke/transient ischemic attack of undetermined source.

Chiara Giordano, Giacomo Gamberini, Andrea Faggiano, Laura Garau, Giulia Conti, Paolo Fabio D'Andria, Francesco Moda, Giulio Mallardi, Massimo Saviano, Sara Bonato and 7 more

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Article in Clinical research in cardiology : official journal of the German Cardiac Society, 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

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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

17 authors.

Chiara Giordano *Department of Clinical Sciences and Community Health, University of Milano, Milan, Italy.
Giacomo Gamberini *Department of Clinical Sciences and Community Health, University of Milano, Milan, Italy.
Andrea FaggianoDepartment of Cardio-Thoracic-Vascular Diseases, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122, Milan, Italy. andreafaggiano95@gmail.com.ORCID http://orcid.org/0000-0002-3247-3203
Laura GarauDepartment of Clinical Sciences and Community Health, University of Milano, Milan, Italy.
Giulia ContiDepartment of Clinical Sciences and Community Health, University of Milano, Milan, Italy.
Paolo Fabio D'AndriaDepartment of Clinical Sciences and Community Health, University of Milano, Milan, Italy.
Francesco ModaDepartment of Clinical Sciences and Community Health, University of Milano, Milan, Italy.
Giulio MallardiDepartment of Cardio-Thoracic-Vascular Diseases, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122, Milan, Italy.
Massimo SavianoDepartment of Cardio-Thoracic-Vascular Diseases, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122, Milan, Italy.
Sara BonatoStroke Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Isabella GhioneStroke Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Silvia LanfranconiStroke Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Elisa GherbesiDepartment of Cardio-Thoracic-Vascular Diseases, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122, Milan, Italy.
Gloria SantangeloDepartment of Cardio-Thoracic-Vascular Diseases, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122, Milan, Italy.
Massimiliano RuscicaDepartment of Cardio-Thoracic-Vascular Diseases, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122, Milan, Italy.
Francesca BursiHealth Sciences Department, University of Milan, Milan, Italy.
Stefano CarugoDepartment of Clinical Sciences and Community Health, University of Milano, Milan, Italy.

Funding

Ministero della Salute Fondazione IRCCS Ca' Granda Ospedale Maggiore PoliclinicoMinistero della Salute Ricerca Corrente 2026Ministero della Salute This study was partially supported by the Italian Ministry of Health
6 · The paper itself

Abstract

aimIn patients with embolic stroke or transient ischemic attack of undetermined source (ESUS/TIA), occult atrial fibrillation (AF) is a frequent underlying mechanism with critical therapeutic implications, yet selecting patients who warrant intensified rhythm monitoring remains challenging. The Left Atrioventricular Coupling Index (LACI = LA end-diastolic volume/LV end-diastolic volume) captures atrioventricular uncoupling, whereas the Left Atrial Volumetric-Mechanical Coupling Index (LACI-VM = LAVi/a') integrates atrial size with mechanical performance; both may capture complementary domains of atrial remodelling relevant to subclinical AF. We aimed to investigate the association of LACI-VM and LACI with incident AF in ESUS/TIA. METHODS AND

resultsIn this retrospective single-center cohort, 285 consecutive patients with ESUS/TIA of undetermined source underwent transthoracic echocardiography at index hospitalization, including measurement of LACI-VM and LACI. The primary endpoint was new-onset AF during follow-up. Median age was 71 years and 43% were women. Over a median follow-up of 10.9 months, AF occurred in 24 patients (8.4%), with 62% of events occurring within the first year. LACI-VM was higher in patients who developed AF and remained independently associated with incident AF after multivariable adjustment (HR 6.64, CI 1.34-59.88; p = 0.041). LACI showed a non-significant association overall (HR 2.28, CI 0.74-7.01; p = 0.09), with predictive value confined to events within 12 months. A combined assessment of LACI-VM and LV filling pressures further refined risk stratification: patients with preserved LACI-VM (< 2.5) and normal filling pressures (E/e' ≤ 10) had a very low AF incidence (~ 2%), identifying a truly low-risk subgroup; conversely, when both LACI-VM (≥ 2.5) and filling pressures (E/e' > 10) were impaired, AF risk was ~ tenfold higher (~ 20%).

conclusionIn ESUS/TIA, echocardiography-derived LACI-VM independently predicts incident AF and identifies patients at genuinely low risk. As a simple echocardiographic metric, its integration with LV filling pressures may support a more personalized use of rhythm monitoring.

Indexed as

Atrial fibrillationEmbolic stroke of undetermined sourceLeft atrial mechanicsLeft Atrial Volumetric–Mechanical Coupling IndexLeft Atrioventricular Coupling Index

Identifiers

PMID42895543

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