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Non-invasive simulated electrical and measured mechanical indices predict response to cardiac resynchronization therapy
- Source :
- Computers in Biology and Medicine. 138:104872
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- Background Cardiac Resynchronization Therapy (CRT) in dyssynchronous heart failure patients is ineffective in 20–30% of cases. Sub-optimal left ventricular (LV) pacing location can lead to non-response, thus there is interest in LV lead location optimization. Invasive acute haemodynamic response (AHR) measurements have been used to optimize the LV pacing location during CRT implantation. In this manuscript, we aim to predict the optimal lead location (AHR>10%) with non-invasive computed tomography (CT) based measures of cardiac anatomical and mechanical properties, and simulated electrical activation times. Methods Non-invasive measurements from CT images and ECG were acquired from 34 patients indicated for CRT upgrade. The LV lead was implanted and AHR was measured at different pacing sites. Computer models of the ventricles were used to simulate the electrical activation of the heart, track the mechanical motion throughout the cardiac cycle and measure the wall thickness of the LV on a patient specific basis. Results We tested the ability of electrical, mechanical and anatomical indices to predict the optimal LV location. Electrical (RV-LV delay) and mechanical (time to peak contraction) indices were correlated with an improved AHR, while wall thickness was not predictive. A logistic regression model combining RV-LV delay and time to peak contraction was able to predict positive response with 70 ± 11% accuracy and AUROC curve of 0.73. Conclusion Non-invasive electrical and mechanical indices can predict optimal epicardial lead location. Prospective analysis of these indices could allow clinicians to test the AHR at fewer pacing sites and reduce time, costs and risks to patients.
- Subjects :
- Heart Failure
medicine.medical_specialty
Cardiac cycle
business.industry
Haemodynamic response
Heart Ventricles
medicine.medical_treatment
Non invasive
Cardiac resynchronization therapy
Health Informatics
medicine.disease
Lead location
Ventricular Function, Left
Computer Science Applications
Cardiac Resynchronization Therapy
Treatment Outcome
Positive response
Internal medicine
Heart failure
medicine
Cardiology
Humans
Lead (electronics)
business
Subjects
Details
- ISSN :
- 00104825
- Volume :
- 138
- Database :
- OpenAIRE
- Journal :
- Computers in Biology and Medicine
- Accession number :
- edsair.doi.dedup.....e570df529a0ff5d0abfed0b64e3e9b53
- Full Text :
- https://doi.org/10.1016/j.compbiomed.2021.104872