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Flanders WH, Moïse NS, Otani NF. Use of machine learning and Poincaré density grid in the diagnosis of sinus node dysfunction caused by sinoatrial conduction block in dogs. J Vet Intern Med 2024; 38:1305-1324. [PMID: 38682817 PMCID: PMC11099791 DOI: 10.1111/jvim.17071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 03/27/2024] [Indexed: 05/01/2024] Open
Abstract
BACKGROUND Sinus node dysfunction because of abnormal impulse generation or sinoatrial conduction block causes bradycardia that can be difficult to differentiate from high parasympathetic/low sympathetic modulation (HP/LSM). HYPOTHESIS Beat-to-beat relationships of sinus node dysfunction are quantifiably distinguishable by Poincaré plots, machine learning, and 3-dimensional density grid analysis. Moreover, computer modeling establishes sinoatrial conduction block as a mechanism. ANIMALS Three groups of dogs were studied with a diagnosis of: (1) balanced autonomic modulation (n = 26), (2) HP/LSM (n = 26), and (3) sinus node dysfunction (n = 21). METHODS Heart rate parameters and Poincaré plot data were determined [median (25%-75%)]. Recordings were randomly assigned to training or testing. Supervised machine learning of the training data was evaluated with the testing data. The computer model included impulse rate, exit block probability, and HP/LSM. RESULTS Confusion matrices illustrated the effectiveness in diagnosing by both machine learning and Poincaré density grid. Sinus pauses >2 s differentiated (P < .0001) HP/LSM (2340; 583-3947 s) from sinus node dysfunction (8503; 7078-10 050 s), but average heart rate did not. The shortest linear intervals were longer with sinus node dysfunction (315; 278-323 ms) vs HP/LSM (260; 251-292 ms; P = .008), but the longest linear intervals were shorter with sinus node dysfunction (620; 565-698 ms) vs HP/LSM (843; 799-888 ms; P < .0001). CONCLUSIONS Number and duration of pauses, not heart rate, differentiated sinus node dysfunction from HP/LSM. Machine learning and Poincaré density grid can accurately identify sinus node dysfunction. Computer modeling supports sinoatrial conduction block as a mechanism of sinus node dysfunction.
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Affiliation(s)
- Wyatt Hutson Flanders
- Department of Clinical Sciences, College of Veterinary MedicineCornell UniversityIthacaNew YorkUSA
| | - N. Sydney Moïse
- Section of Cardiology, Department of Clinical Sciences, College of Veterinary MedicineCornell UniversityIthacaNew YorkUSA
| | - Niels F. Otani
- School of Mathematical SciencesRochester Institute of TechnologyRochesterNew YorkUSA
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deLaforcade A, Bacek L, Blais M, Boyd C, Brainard BM, Chan DL, Cortellini S, Goggs R, Hoareau GL, Koenigshof A, Li R, Lynch A, Ralph A, Rozanski E, Sharp CR. 2022 Update of the Consensus on the Rational Use of Antithrombotics and Thrombolytics in Veterinary Critical Care (CURATIVE) Domain 1- Defining populations at risk. J Vet Emerg Crit Care (San Antonio) 2022; 32:289-314. [PMID: 35499966 PMCID: PMC9322658 DOI: 10.1111/vec.13204] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 03/31/2022] [Accepted: 03/31/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVES To expand the number of conditions and interventions explored for their associations with thrombosis in the veterinary literature and to provide the basis for prescribing recommendations. DESIGN A population exposure comparison outcome format was used to represent patient, exposure, comparison, and outcome. Population Exposure Comparison Outcome questions were distributed to worksheet authors who performed comprehensive searches, summarized the evidence, and created guideline recommendations that were reviewed by domain chairs. The revised guidelines then underwent the Delphi survey process to reach consensus on the final guidelines. Diseases evaluated in this iteration included heartworm disease (dogs and cats), immune-mediated hemolytic anemia (cats), protein-losing nephropathy (cats), protein-losing enteropathy (dogs and cats), sepsis (cats), hyperadrenocorticism (cats), liver disease (dogs), congenital portosystemic shunts (dogs and cats) and the following interventions: IV catheters (dogs and cats), arterial catheters (dogs and cats), vascular access ports (dogs and cats), extracorporeal circuits (dogs and cats) and transvenous pacemakers (dogs and cats). RESULTS Of the diseases evaluated in this iteration, a high risk for thrombosis was defined as heartworm disease or protein-losing enteropathy. Low risk for thrombosis was defined as dogs with liver disease, cats with immune-mediated hemolytic anemia, protein-losing nephropathy, sepsis, or hyperadrenocorticism. CONCLUSIONS Associations with thrombosis are outlined for various conditions and interventions and provide the basis for management recommendations. Numerous knowledge gaps were identified that represent opportunities for future studies.
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Affiliation(s)
- Armelle deLaforcade
- Department of Clinical Sciences, Cummings School of Veterinary MedicineTufts UniversityNorth GraftonMassachusettsUSA
| | - Lenore Bacek
- Bluepearl Specialty and Emergency Pet HospitalTampaFloridaUSA
| | - Marie‐Claude Blais
- Department of Clinical SciencesUniversity of MontrealSaint‐HyacintheQCCanada
| | - Corrin Boyd
- School of Veterinary MedicineMurdoch UniversityMurdochAustralia
| | - Benjamin M Brainard
- Department of Small Animal Medicine and Surgery, Clinical SciencesUniversity of GeorgiaAthensGeorgiaUSA
| | - Daniel L. Chan
- Department of Clinical Science and ServicesThe Royal Veterinary CollegeLondonUK
| | - Stefano Cortellini
- Department of Clinical Science and ServicesThe Royal Veterinary CollegeLondonUK
| | - Robert Goggs
- Department of Clinical SciencesCornell University College of Veterinary MedicineIthacaNew YorkUSA
| | | | - Amy Koenigshof
- Department of Emergency CareTwo by Two Animal HospitalBerrien SpringsMichiganUSA
| | - Ron Li
- Department of Veterinary Surgical and Radiological SciencesSchool of Veterinary MedicineUniversity of California DavisDavisCaliforniaUSA
| | - Alex Lynch
- Department of Clinical SciencesNC State College of Veterinary MedicineRaleighNorth CarolinaUSA
| | | | - Elizabeth Rozanski
- Department of Clinical Sciences, Cummings School of Veterinary MedicineTufts UniversityNorth GraftonMassachusettsUSA
| | - Claire R Sharp
- School of Veterinary MedicineMurdoch UniversityMurdochAustralia
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Santilli RA, Giacomazzi F, Porteiro Vázquez DM, Perego M. Indications for permanent pacing in dogs and cats. J Vet Cardiol 2019; 22:20-39. [PMID: 30709617 PMCID: PMC7185536 DOI: 10.1016/j.jvc.2018.12.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 12/14/2018] [Accepted: 12/14/2018] [Indexed: 12/25/2022]
Abstract
Pacemaker implantation is considered as a standard procedure for treatment of symptomatic bradycardia in both dogs and cats. Advanced second-degree and third-degree atrioventricular blocks, sick sinus syndrome, persistent atrial standstill, and vasovagal syncope are the most common rhythm disturbances that require pacing to either alleviate clinical signs or prolong survival. Most pacemakers are implanted transvenously, using endocardial leads, but rarely epicardial leads may be necessary. To decide whether a patient is a candidate for pacing, as well as which pacing modality should be used, the clinician must have a clear understanding of the etiology, the pathophysiology, and the natural history of the most common bradyarrhythmias, as well as what result can be achieved by pacing patients with different rhythm disturbances. The goal of this review was, therefore, to describe the indications for pacing by evaluating the available evidence in both human and veterinary medicine. We described the etiology of bradyarrhythmias, clinical signs and electrocardiographic abnormalities, and the choice of pacing modality, taking into account how different choices may have different physiological consequences to selected patients. It is expected that this review will assist veterinarians in recognizing arrhythmias that may require permanent pacing and the risk-benefit of each pacing modality and its impact on outcome.
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Affiliation(s)
- R A Santilli
- Clinica Veterinaria Malpensa, Viale Marconi 27, 21017 Samarate, Varese, Italy; Department of Clinical Sciences, Cornell University, Ithaca, NY, USA.
| | - F Giacomazzi
- Clinica Veterinaria Malpensa, Viale Marconi 27, 21017 Samarate, Varese, Italy
| | | | - M Perego
- Clinica Veterinaria Malpensa, Viale Marconi 27, 21017 Samarate, Varese, Italy
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Retrospective Analysis of Indications and Complications Related to Implantation of Permanent Pacemaker: 25 Years of Experience in 31 Dogs. J Vet Res 2019; 63:133-140. [PMID: 30989145 PMCID: PMC6458549 DOI: 10.2478/jvetres-2019-0016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Accepted: 02/04/2019] [Indexed: 11/20/2022] Open
Abstract
Introduction Pacemaker implantation is the only effective symptomatic treatment for life-threatening bradyarrhythmias. Major complications observed after implantation of cardiac pacemakers include lead dislocation, loss of pulse generator function, and inadequate stimulation. The aim of this retrospective single-centre study was to analyse the indications for pacemaker implantation and the incidence and types of complications associated with this procedure in dogs treated for symptomatic bradyarrhythmia. Material and Methods The retrospective analysis included 31 dogs with symptomatic bradyarrhythmia, implanted with permanent cardiac pacemakers in 1992-2017. The list of analysed variables included patient age, breed, sex, indication for pacemaker implantation, comorbidities, and the incidence of procedure-related complications along with the type thereof. Results The most common indication for pacemaker implantation was 3rd degree AVB, followed by SSS, advanced 2nd degree AVB, and PAS. Pacemaker implantation was associated with a 35% overall complication rate and 6.45% periprocedural mortality. There were no significant differences in terms of procedure-related complications with regard to age, sex, breed, indications for pacemaker implantation, or comorbidities. Conclusions Cardiac pacing is the only effective treatment of symptomatic bradycardia, but as an invasive procedure, may pose a risk of various complications, including death.
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Borgarelli M, Lanz O, Pavlisko N, Abbott JA, Menciotti G, Aherne M, Lahmers SM, Lahmers KK, Gammie JS. Mitral valve repair in dogs using an ePTFE chordal implantation device: a pilot study. J Vet Cardiol 2017; 19:256-267. [PMID: 28576476 DOI: 10.1016/j.jvc.2017.03.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Revised: 02/07/2017] [Accepted: 03/28/2017] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Mitral valve (MV) regurgitation due to degenerative MV disease is the leading cause of cardiac death in dogs. We carried out preliminary experiments to determine the feasibility and short-term effects of beating-heart MV repair using an expanded polytetrafluorethylene (ePTFE) chordal implantation device (Harpoon TSD-5) in dogs. ANIMALS This study involved six healthy purpose-bred Beagles (weight range 8.9-11.4 kg). MATERIAL AND METHODS Following a mini-thoracotomy performed under general anesthesia, the TSD-5 was used to place 1 or 2 artificial ePTFE cords on the anterior MV leaflet or the posterior MV leaflet via a left-ventricular transapical approach. The procedure was guided and monitored by transesophageal echocardiography. Postoperative antithrombotic treatment consisted of clopidogrel or a combination of clopidogrel and apixaban. Dogs were serially evaluated by transthoracic echocardiography at day 1, 7, 14, 21, and 30. The hearts were then examined for evaluation of tissues reactions and to detect signs of endothelialization. RESULTS One or two chords were successfully implanted in five dogs. Four dogs completed the 30 days follow-up. One dog died intra-operatively because of aortic perforation. One dog died early post-operatively from a hemorrhagic pleural effusion attributed to overly aggressive antithrombotic treatment. One dog developed a thrombus surrounding both the knot and the synthetic cord. Postmortem exam confirmed secure placement of ePTFE knots in the mitral leaflets in all dogs and the presence of endothelialization of the knots and chords. CONCLUSIONS These preliminary results demonstrate the feasibility of artificial chordal placement using an ePTFE cordal implantation device in dogs.
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Affiliation(s)
- M Borgarelli
- Department of Small Animal Clinical Sciences, Virginia-Maryland College of Veterinary Medicine, Blacksburg, Phase II, Duck Pond Dr., VA 24061, USA.
| | - O Lanz
- Department of Small Animal Clinical Sciences, Virginia-Maryland College of Veterinary Medicine, Blacksburg, Phase II, Duck Pond Dr., VA 24061, USA
| | - N Pavlisko
- Department of Small Animal Clinical Sciences, Virginia-Maryland College of Veterinary Medicine, Blacksburg, Phase II, Duck Pond Dr., VA 24061, USA
| | - J A Abbott
- Department of Small Animal Clinical Sciences, Virginia-Maryland College of Veterinary Medicine, Blacksburg, Phase II, Duck Pond Dr., VA 24061, USA
| | - G Menciotti
- Department of Small Animal Clinical Sciences, Virginia-Maryland College of Veterinary Medicine, Blacksburg, Phase II, Duck Pond Dr., VA 24061, USA
| | - M Aherne
- Department of Small Animal Clinical Sciences, Virginia-Maryland College of Veterinary Medicine, Blacksburg, Phase II, Duck Pond Dr., VA 24061, USA
| | - S M Lahmers
- Department of Small Animal Clinical Sciences, Virginia-Maryland College of Veterinary Medicine, Blacksburg, Phase II, Duck Pond Dr., VA 24061, USA
| | - K K Lahmers
- Department of Biomedical Sciences & Pathobiology, Virginia-Maryland College of Veterinary Medicine, Blacksburg, 205 Duck Pond Dr., VA 24061, USA
| | - J S Gammie
- Division of Cardiac Surgery, University of Maryland School of Medicine, 110 S. Paca St., MD 21201, USA
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Ward J, DeFrancesco T, Tou S, Atkins C, Griffith E, Keene B. Outcome and survival in canine sick sinus syndrome and sinus node dysfunction: 93 cases (2002–2014). J Vet Cardiol 2016; 18:199-212. [DOI: 10.1016/j.jvc.2016.04.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 03/29/2016] [Accepted: 04/08/2016] [Indexed: 12/01/2022]
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Saunders AB. The diagnosis and management of age-related veterinary cardiovascular disease. Vet Clin North Am Small Anim Pract 2012; 42:655-68, vi. [PMID: 22720807 DOI: 10.1016/j.cvsm.2012.04.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The American Veterinary Medical Association reported 81.7 million cats and 72.1 million dogs in the United States, with more than 10% over 11 years of age. Disorders of the cardiovascular system are one of the most commonly encountered disease entities in the aging pet population. This article reviews the diseases affecting older cats and dogs including how to make the diagnosis and when to treat while keeping in mind the unique aspects of comorbid conditions and polypharmacy situations encountered while managing pets with cardiovascular disease.
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Affiliation(s)
- Ashley B Saunders
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, 4474 TAMU, College Station, TX 77843-4474, USA.
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Abstract
OBJECTIVE To review indications, procedures, and prognosis for common cardiovascular emergencies requiring intervention in small animals. ETIOLOGY Pericardial effusion, symptomatic bradycardia, and heartworm-induced caval syndrome are examples of clinical scenarios commonly requiring intervention. Pericardial effusion in small animals occurs most frequently from cardiac neoplasia, idiopathic pericarditis, or congestive heart failure. Indications for temporary pacing include transient bradyarrhythmias, ingestions resulting in chronotropic incompetence, and emergency stabilization of critical bradyarrhythmias. Caval syndrome results from a large dirofilarial worm burden, pulmonary hypertension, and mechanical obstruction of right-sided cardiac output with resultant hemolysis and organ dysfunction. DIAGNOSIS The diagnosis of pericardial effusion is suspected from signalment and physical findings and confirmed with cardiac ultrasound. Symptomatic bradycardias often present for syncope and definitive diagnosis derives from an ECG. Caval syndrome is diagnosed upon clinical, hematologic, and ultrasonographic evidence of severe heartworm infestation, cardiovascular compromise, and/or mechanical hemolysis. THERAPY Pericardial effusion is alleviated by pericardiocentesis in the emergency setting, though may require further intervention for long-term palliation. Temporary transvenous pacing can be performed emergently to stabilize the symptomatic patient with a bradyarrhythmia. Dirofilariasis leading to caval syndrome requires urgent heartworm extraction. PROGNOSIS The prognosis for pericardial effusion is dependent upon the underlying etiology; the prognosis for cardiac pacing is favorable, and the prognosis for caval syndrome is grave if untreated and guarded to fair if heartworm extraction is performed.
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Affiliation(s)
- Brian A Scansen
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, The Ohio State University, Columbus, OH 43210, USA.
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Vailati MCF, Schwartz DS, Galli NM, Conti JP, Lourenço MLG, Machado LHA, Souza ML, Gonçalves RS. ECG of the month. Sick sinus syndrome in a dog. J Am Vet Med Assoc 2011; 238:850-2. [PMID: 21453169 DOI: 10.2460/javma.238.7.850] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- Maria C F Vailati
- School of Veterinary Medicine, São Paulo State University, Botucatu, Brazil
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Gladuli A, Moïse NS, Hemsley SA, Otani NF. Poincaré plots and tachograms reveal beat patterning in sick sinus syndrome with supraventricular tachycardia and varying AV nodal block. J Vet Cardiol 2011; 13:63-70. [PMID: 21288788 DOI: 10.1016/j.jvc.2010.12.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2010] [Revised: 11/23/2010] [Accepted: 12/06/2010] [Indexed: 12/11/2022]
Abstract
Using 24-h ambulatory electrocardiography, the RR intervals of all beats were determined in a West Highland white terrier with sick sinus syndrome characterized by long sinus pauses, bradycardia, supraventricular tachycardia (SVT) and varying degrees of atrioventricular (AV) heart block. Distinctive patterns of bradycardia and 1:1, 2:1, 3:1, 4:1 and 5:1 AV block associated with SVT were evident in the tachogram (RR interval distribution over time) and Poincaré plots (short-term heart rate variability plots of RRn versus RRn+1). These patterns differed from those of abrupt alteration in cycle length during long sinus pauses or bursts of supraventricular tachycardia. Recognition of such patterns may direct attention to time points for which close attention to the cardiac rhythm should be evaluated in the full-disclosure of the 24-h ECG recording.
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Affiliation(s)
- Andrea Gladuli
- Department of Clinical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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Fonfara S, Loureiro JF, Swift S, James RA, Pereira YM, Lopez-Alvarez J, Summerfield N, Dukes-McEwan J. English springer spaniels with significant bradyarrhythmias-presentation, troponin I and follow-up after pacemaker implantation. J Small Anim Pract 2010; 51:155-61. [DOI: 10.1111/j.1748-5827.2009.00867.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Abstract
OBJECTIVES To document the outcome, survival and complications involved in pacemaker implantation in dogs in a retrospective study. METHODS Case records for all dogs in which pacemaker implantation was performed were reviewed. RESULTS A total of 104 dogs underwent pacemaker implantation. Dogs were presented with atrioventricular (AV) block (71), sick sinus syndrome (25) or vasovagal syncope (eight). Age at presentation varied from six months to 13 years with a median age of seven years and two months. The Labrador was the most commonly represented breed (17 cases). All but one dog survived pacemaker implantation, with 93 showing resolution of their clinical signs while 10 dogs showed intermittent residual signs. One-, three- and five-year survival estimates were 86, 65 and 39 per cent, respectively. Major complications after implantation were documented in 15 dogs and three of these led to fatalities. Minor complications were noted in 23 dogs. Sudden death occurred in six dogs three to 55 months following successful pacemaker implantation. CLINICAL SIGNIFICANCE Transvenous pacemaker implantation was successful in reducing or eliminating clinical signs in over 90 per cent of dogs with third-degree atrioventricular (AV) block or sick sinus syndrome. In dogs with vasovagal syncope, six of eight dogs had greatly reduced frequency of collapse and two became asymptomatic. Although the procedure was associated with complications, these were rarely life threatening and good survival was documented in the majority of cases.
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Affiliation(s)
- M S Johnson
- Veterinary Cardiorespiratory Centre, 43 Waverley Road, Kenilworth, Warwickshire CV8 1JL
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Wess G, Thomas WP, Berger DM, Kittleson MD. Applications, Complications, and Outcomes of Transvenous Pacemaker Implantation in 105 Dogs (1997-2002). J Vet Intern Med 2006. [DOI: 10.1111/j.1939-1676.2006.tb01801.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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Guglielmini C. Cardiovascular diseases in the ageing dog: diagnostic and therapeutic problems. Vet Res Commun 2003; 27 Suppl 1:555-60. [PMID: 14535466 DOI: 10.1023/b:verc.0000014216.73396.f6] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- C Guglielmini
- Department of Veterinary Clinical Sciences, School of Veterinary Medicine, University of Teramo, Viale Crispi 212, I-64020 Cartecchio (TE), Italy.
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