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dc.contributor.authorChang, Brian Yale
dc.contributor.authorKeller, Steven
dc.contributor.authorEdelman, Elazer R
dc.date.accessioned2020-08-25T15:53:30Z
dc.date.available2020-08-25T15:53:30Z
dc.date.issued2019-10
dc.identifier.issn0018-9294
dc.identifier.urihttps://hdl.handle.net/1721.1/126798
dc.description.abstractLimitations in available diagnostic metrics restrict the efficacy of managing therapies for cardiogenic shock. In current clinical practice, cardiovascular state is inferred through measurement of pulmonary capillary wedge pressure and reliance on linear approximations between pressure and flow to estimate peripheral vascular resistance. Mechanical circulatory support devices residing within the left ventricle and aorta provide an opportunity for both determining cardiac and vascular state and offering therapeutic benefit. We leverage the controllable mode of operation and transvalvular position of an indwelling percutaneous ventricular assist device to assess vascular and, in turn, cardiac state through the effects of device-arterial coupling across different levels of device support. Methods: Vascular state is determined by measuring changes in the pressure waveforms induced through intentional variation in the device generated blood flow. We evaluate this impact by applying a lumped parameter model to quantify state-specific vascular resistance and compliance and calculate beat-to-beat stroke volume and cardiac output in both animal models and retrospective patient data without external calibration. Results: Vascular state was accurately predicted in patients and animals in both baseline and experimental conditions. In the animal, stroke volume was predicted within a total root mean square error of 3.71 mL (n = 482). Conclusion: We demonstrate that device-arterial coupling is a powerful tool for evaluating patient and state specific parameters of cardiovascular function. Significance: These insights may yield improved clinical care and support the development of next generation mechanical circulatory support devices that determine and operate in tandem with the supported organ.en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (Grants R01 GM49039, 1K08HL1433402–01)en_US
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en_US
dc.relation.isversionof10.1109/TBME.2019.2895752en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourcePMCen_US
dc.titleLeveraging device-arterial coupling to determine cardiac and vascular stateen_US
dc.typeArticleen_US
dc.identifier.citationChang, Brian Y., Steven P. Keller and Elazer R. Edelman. “Leveraging device-arterial coupling to determine cardiac and vascular state.” IEEE Transactions on Biomedical Engineering, 66, 10 (October 2019): 2800-2808 © 2019 The Author(s)en_US
dc.contributor.departmentMassachusetts Institute of Technology. Institute for Medical Engineering & Scienceen_US
dc.relation.journalIEEE Transactions on Biomedical Engineeringen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2020-08-24T12:45:59Z
dspace.date.submission2020-08-24T12:46:01Z
mit.journal.volume66en_US
mit.journal.issue10en_US
mit.licenseOPEN_ACCESS_POLICY
mit.metadata.statusComplete


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