Allan Böhm, Julia Lucka, Amitai Segev, Marta Kollarova, Stefan Toth, Nikola Jajcay, Branislav Bezak
{"title":"A Novel, Non-Invasive AI-Based Telemonitoring System for Heart Failure: Detection of Undiagnosed Hyperthyroidism in an Asymptomatic Patient.","authors":"Allan Böhm, Julia Lucka, Amitai Segev, Marta Kollarova, Stefan Toth, Nikola Jajcay, Branislav Bezak","doi":"10.12890/2025_005420","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Untreated thyroid disorders may precipitate heart failure (HF) decompensation. Assessment of cardiac filling pressures may aid in the early detection and prevention of clinical decompensation. Therapy guided by monitoring of cardiac filling pressures has been shown to improve quality of life and survival and reduce hospitalizations of individuals with HF. We have developed a non-invasive method to assess left ventricular filling pressures (LVFP) by analysing the photoplethysmography signal with Seeling HeartCore technology (Seerlinq, Bratislava, Slovakia).</p><p><strong>Case description: </strong>A 99-year-old female visited the clinic for a routine cardiac check-up. Laboratory investigations showed elevated NTproBNP and moderately elevated high sensitive troponin T. HeartCore algorithm indicated elevated LVFP. As part of the evaluation of worsening of sub-clinical HF, extended laboratory tests revealed low thyroid-stimulating hormone with high free thyroxine levels indicating increased thyroid function. The endocrinologist diagnosed hyperthyroidism with multinodular goitre and prescribed thiamazole. To prevent progression to clinical HF decompensation, the dose of furosemide was increased. At 4 months, during scheduled cardiac follow-up, the patient was clinically doing well, without any signs or symptoms of HF.</p><p><strong>Discussion: </strong>Remote monitoring devices that track pressures in the pulmonary artery require invasive implantation and are associated to potential complications. The high cost of these devices presents a significant barrier to widespread use. SEERLINQ is a novel system for remote haemodynamic monitoring based on non-invasive assessment of LVFP, presenting a promising alternative to current invasive methods.</p><p><strong>Conclusion: </strong>This case underscores the potential benefits of this technology in the early recognition of pre-clinical deterioration and its implementation for remote home monitoring in patients with HF.</p><p><strong>Learning points: </strong>Untreated thyroid disorders in patients with heart failure (HF) can exacerbate signs and symptoms of HF.Left ventricular filling pressure (LVFP) rises 3-4 weeks before HF symptoms. Echocardiographic assessment of LVFP can be challenging in patients with atrial fibrillation or paced rhythms.Photoplethysmography-based analysis could be utilized to assess LVFP, enabling remote monitoring of HF patients and potentially preventing HF decompensation and hospitalization.</p>","PeriodicalId":11908,"journal":{"name":"European journal of case reports in internal medicine","volume":"12 8","pages":"005420"},"PeriodicalIF":0.0000,"publicationDate":"2025-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12331272/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European journal of case reports in internal medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12890/2025_005420","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Untreated thyroid disorders may precipitate heart failure (HF) decompensation. Assessment of cardiac filling pressures may aid in the early detection and prevention of clinical decompensation. Therapy guided by monitoring of cardiac filling pressures has been shown to improve quality of life and survival and reduce hospitalizations of individuals with HF. We have developed a non-invasive method to assess left ventricular filling pressures (LVFP) by analysing the photoplethysmography signal with Seeling HeartCore technology (Seerlinq, Bratislava, Slovakia).
Case description: A 99-year-old female visited the clinic for a routine cardiac check-up. Laboratory investigations showed elevated NTproBNP and moderately elevated high sensitive troponin T. HeartCore algorithm indicated elevated LVFP. As part of the evaluation of worsening of sub-clinical HF, extended laboratory tests revealed low thyroid-stimulating hormone with high free thyroxine levels indicating increased thyroid function. The endocrinologist diagnosed hyperthyroidism with multinodular goitre and prescribed thiamazole. To prevent progression to clinical HF decompensation, the dose of furosemide was increased. At 4 months, during scheduled cardiac follow-up, the patient was clinically doing well, without any signs or symptoms of HF.
Discussion: Remote monitoring devices that track pressures in the pulmonary artery require invasive implantation and are associated to potential complications. The high cost of these devices presents a significant barrier to widespread use. SEERLINQ is a novel system for remote haemodynamic monitoring based on non-invasive assessment of LVFP, presenting a promising alternative to current invasive methods.
Conclusion: This case underscores the potential benefits of this technology in the early recognition of pre-clinical deterioration and its implementation for remote home monitoring in patients with HF.
Learning points: Untreated thyroid disorders in patients with heart failure (HF) can exacerbate signs and symptoms of HF.Left ventricular filling pressure (LVFP) rises 3-4 weeks before HF symptoms. Echocardiographic assessment of LVFP can be challenging in patients with atrial fibrillation or paced rhythms.Photoplethysmography-based analysis could be utilized to assess LVFP, enabling remote monitoring of HF patients and potentially preventing HF decompensation and hospitalization.
背景:未经治疗的甲状腺疾病可能导致心力衰竭(HF)失代偿。评估心脏充盈压力可能有助于早期发现和预防临床失代偿。以心脏充血压力监测为指导的治疗已被证明可以改善心衰患者的生活质量和生存率,并减少住院率。我们利用Seeling HeartCore技术(Seerlinq, Bratislava, Slovakia),通过分析光容积脉搏波信号,开发了一种非侵入性方法来评估左心室充盈压力(LVFP)。病例描述:一名99岁女性到诊所做例行心脏检查。实验室调查显示NTproBNP升高,高敏感肌钙蛋白t中度升高。HeartCore算法显示LVFP升高。作为评估亚临床HF恶化的一部分,扩展的实验室检查显示低促甲状腺激素和高游离甲状腺素水平表明甲状腺功能增加。内分泌科医生诊断为甲状腺机能亢进伴多结节性甲状腺肿,并开了噻马唑。为了防止进展到临床HF失代偿,增加呋塞米的剂量。4个月时,在预定的心脏随访期间,患者临床表现良好,没有HF的任何体征或症状。讨论:跟踪肺动脉压力的远程监测设备需要侵入性植入,并且与潜在的并发症相关。这些设备的高成本是广泛使用的一个重大障碍。SEERLINQ是一种基于LVFP无创评估的新型远程血流动力学监测系统,是目前有创方法的一个有希望的替代方案。结论:该病例强调了该技术在早期识别临床前恶化以及在HF患者中实施远程家庭监测方面的潜在益处。学习要点:心衰(HF)患者未经治疗的甲状腺疾病可加重心衰的体征和症状。左心室充盈压(LVFP)在HF症状出现前3-4周升高。超声心动图评估LVFP可能是具有挑战性的患者心房颤动或节奏性心律。基于光容积脉搏波的分析可用于评估LVFP,实现对HF患者的远程监测,并有可能预防HF失代偿和住院。
期刊介绍:
The European Journal of Case Reports in Internal Medicine is an official journal of the European Federation of Internal Medicine (EFIM), representing 35 national societies from 33 European countries. The Journal''s mission is to promote the best medical practice and innovation in the field of acute and general medicine. It also provides a forum for internal medicine doctors where they can share new approaches with the aim of improving diagnostic and clinical skills in this field. EJCRIM welcomes high-quality case reports describing unusual or complex cases that an internist may encounter in everyday practice. The cases should either demonstrate the appropriateness of a diagnostic/therapeutic approach, describe a new procedure or maneuver, or show unusual manifestations of a disease or unexpected reactions. The Journal only accepts and publishes those case reports whose learning points provide new insight and/or contribute to advancing medical knowledge both in terms of diagnostics and therapeutic approaches. Case reports of medical errors, therefore, are also welcome as long as they provide innovative measures on how to prevent them in the current practice (Instructive Errors). The Journal may also consider brief and reasoned reports on issues relevant to the practice of Internal Medicine, as well as Abstracts submitted to the scientific meetings of acknowledged medical societies.