Evidence map›Paper›PMID 41252121›Full record

ArticleLa Radiologia medica2026

Attenuation-based estimation of myocardial extracellular volume from ECG-ungated whole-body CT examinations as an early biomarker of chemotherapy-induced cardiotoxicity: preliminary findings.

Giovanni Donato Aquaro, Lorenzo Faggioni, Roberto Francischello, Simone Guidi, Maria Livia Del Giudice, Francesca Salani, Riccardo Lencioni, Sara Galimberti, Gianluca Masi, Chiara Cremolini and 2 more

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Article in La Radiologia medica, 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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12 authors.

Giovanni Donato Aquaro *Academic Radiology Unit, Department of Surgical, Medical and Molecular Pathology and of Critical Area, University of Pisa, Via Savi, 10, 56126, Pisa, Italy. aquarogd@gmail.com.ORCID http://orcid.org/0000-0003-0915-915X
Lorenzo Faggioni *Academic Radiology Unit, Department of Translational Research and of New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy.
Roberto FrancischelloAcademic Radiology Unit, Department of Translational Research and of New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy.
Simone GuidiAcademic Radiology Unit, Department of Surgical, Medical and Molecular Pathology and of Critical Area, University of Pisa, Via Savi, 10, 56126, Pisa, Italy.
Maria Livia Del GiudiceSection of Hematology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.
Francesca SalaniUnit of Medical Oncology 2, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.
Riccardo LencioniAcademic Radiology Unit, Department of Surgical, Medical and Molecular Pathology and of Critical Area, University of Pisa, Via Savi, 10, 56126, Pisa, Italy.
Sara GalimbertiSection of Hematology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.
Gianluca MasiUnit of Medical Oncology 2, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.
Chiara CremoliniUnit of Medical Oncology 2, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.
Emanuele Neri *Academic Radiology Unit, Department of Translational Research and of New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy.
Dania Cioni *Academic Radiology Unit, Department of Surgical, Medical and Molecular Pathology and of Critical Area, University of Pisa, Via Savi, 10, 56126, Pisa, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo evaluate whether myocardial extracellular volume (ECV) could be estimated from whole-body CT examinations without electrocardiographic gating in cancer patients before and after the chemotherapy, with the goal to detect early-stage myocardial alterations heralding chemotherapy-induced cardiotoxicity. MATERIAL AND

methodsConsecutive patients receiving chemotherapy with a high (High-risk group) or low (Low-risk group) risk of cardiotoxicity were retrospectively enrolled. Patients underwent a whole-body CT examination for cancer staging before (CT-I) and after the first chemotherapy cycle (CT-II). Precontrast, arterial phase, and late post-contrast CT-I and CT-II images were analysed using in-house software. Myocardial Attenuation-based estimation of ECV (ABE-ECV) maps were generated from the combined analysis of regions of interest in precontrast images and a pixel-wise analysis of late post-contrast images, whereas the increase of myocardial and blood densities in arterial phase from basal values were compared to calculate arterial myocardial λ (arterial increase of myocardial density/increase of blood density).

resultsThe population included 89 patients (mean age 63 ± 14 years): 58 High-Risk and 31 Low-Risk. High-risk patients showed a significant increase of ABE-ECV of the interventricular septum, from 32% (31-35%) to 37% (35-39%) (p = 0.0002) and lateral wall, from 30% (27-31) to 32% (29-34) (p = 0.028). In contrast, Low-risk patients showed no significant variation of septal (p = 0.16) and LV lateral wall ABE-ECV (p = 0.93). Arterial myocardial λ at CT-II was reduced compared to CT-I in 31% of High-risk patients vs 10% of Low-risk patients (p = 0.036).

conclusionThis preliminary study demonstrated that ECV can be estimated in ECG-ungated whole-body CT examinations for cancer staging in patients undergoing chemotherapy. Potentially cardiotoxic chemotherapy can be associated with alterations of ABE-ECV and arterial myocardial λ.

Indexed as

Antineoplastic AgentsCardiotoxicityNeoplasmsTomography, X-Ray ComputedWhole Body ImagingAgedBiomarkersContrast MediaElectrocardiographyFemaleHumansMaleMiddle AgedRetrospective StudiesAntineoplastic AgentsBiomarkersContrast MediaCardiotoxicityChemotherapyComputed tomographyExtracellular volume

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.