Geoffrey A. Strange , Michael P. Feneley , David Prior , David Muller , Prasanna Venkataraman , Yiling Situ , Simon Stewart , David Playford
{"title":"Detection of severe aortic stenosis by clinicians versus artificial intelligence: A retrospective clinical cohort study","authors":"Geoffrey A. Strange , Michael P. Feneley , David Prior , David Muller , Prasanna Venkataraman , Yiling Situ , Simon Stewart , David Playford","doi":"10.1016/j.ahjo.2024.100485","DOIUrl":"10.1016/j.ahjo.2024.100485","url":null,"abstract":"<div><div>Many severe aortic stenosis (AS) cases are undetected and/or not considered for potentially life-saving treatment, with a persistent male-bias reported among those undergoing aortic valve replacement (AVR). We evaluated the clinical value of a validated artificial intelligence automated alert system (AI-AAS) that detects severe AS from routine echocardiographic measurements. In a retrospective, clinical cohort of 21,749 adults investigated with transthoracic echocardiography at two tertiary-referral centres, we identified 4057 women (aged 61.6 ± 18.1 years) and 5132 men (60.8 ± 17.5 years) with native aortic valves. We firstly applied the AI-AAS to the cardiologists' reported echo measurements, to detect all AS cases, including guideline-defined severe AS. Two expert clinicians then independently reviewed the original clinical diagnosis/management based on the initial report. Initially, 218/9189 (2.4 %, 95%CI 2.1–2.7 %) severe AS cases were diagnosed. The AI-AAS subsequently increased this number by 158 (52 % women) to 376 cases (4.1 %, 95%CI 3.7–4.5 %) of severe guideline-defined AS. Overall, more women were under-diagnosed (92/169 [54.4 %] versus 80/207 [38.6 %] men – adjusted odds ratio [aOR] 0.21, 95%CI 0.10–0.45). Even when accounting for potential contraindications to valvular intervention, women were persistently less likely to be considered for valvular intervention (aOR 0.54, 95%CI 0.31–0.95) and/or underwent AVR (aOR 0.29, 95%CI 0.09–0.74). Our study suggests an AI-AAS application that is agnostic to gender, haemodynamic bias, symptoms, or clinical factors, provides an objective alert to severe forms of AS (including guideline-defined severe AS) following a routine echocardiogram, and has the potential to increase the number of people (especially women) directed towards more definitive treatment/specialist care.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"48 ","pages":"Article 100485"},"PeriodicalIF":1.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142744368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Diego Araiza-Garaygordobil , Oscar-Ulises Preciado-Gutierrez , Jorge Daniel Sierra-Lara Martinez , Hector Gonzalez-Pacheco , Rodrigo Gopar-Nieto , Ximena Latapi-Ruiz Esparza , Sarai Hernandez-Pastrana , Braiana-Angeles Diaz-Herrera , Amada Alvarez-Sangabriel , Antonio Jordan-Rios , Alexandra Arias-Mendoza
{"title":"Prospective registry of heart failure with preserved ejection fraction in México: EDIFICE-Mx","authors":"Diego Araiza-Garaygordobil , Oscar-Ulises Preciado-Gutierrez , Jorge Daniel Sierra-Lara Martinez , Hector Gonzalez-Pacheco , Rodrigo Gopar-Nieto , Ximena Latapi-Ruiz Esparza , Sarai Hernandez-Pastrana , Braiana-Angeles Diaz-Herrera , Amada Alvarez-Sangabriel , Antonio Jordan-Rios , Alexandra Arias-Mendoza","doi":"10.1016/j.ahjo.2024.100486","DOIUrl":"10.1016/j.ahjo.2024.100486","url":null,"abstract":"<div><h3>Background and aims</h3><div>Heart failure with preserved ejection fraction (HFpEF) is an increasingly common clinical syndrome, estimated to constitute approximately 50 % of all heart failure (HF) cases. Nonetheless, registries from specific geographic areas, as Latin America, are lacking. The present study aims to report the underlying causes, comorbidities, treatment patterns and outcomes of patients with HFpEF in a large cardiovascular center in Mexico City.</div></div><div><h3>Methods</h3><div>The present is a prospective, longitudinal, observational study, including female and male patients over 18 years of age, who presented to the emergency department, coronary care unit or outpatient department of the National Institute of Cardiology Ignacio Chavez in Mexico City with HFpEF. Patients were classified according to different phenotypes and current literature. The primary outcome was the composite total HFpEF hospitalization and all-cause mortality.</div></div><div><h3>Results</h3><div>Within a median follow-up of 472 (IQR 425–518) days, total mortality was 14.56 %, with 10.68 % attributed to cardiovascular causes. HF hospitalization was 7.77 %. Atrial fibrillation showed a notable association with outcomes (adjusted HR 2.87, P = 0.028). Beta-blocker showed a non-significant trend towards benefit, while mineralocorticoid receptor antagonists (MRA) significantly influenced outcomes (adjusted HR 3.30, P = 0.018). The primary composite endpoint occurred in 19.42 % of patients, with no significant difference among phenotypes (P = 0.536).</div></div><div><h3>Conclusions</h3><div>We observed a substantial comorbidity burden impacting quality of life, as indicated by KCCQ scores. There was a high incidence of hard endpoints, including cardiovascular death and hospitalizations, alongside significant variability in treatment utilization. Future research should focus on elucidating individual healthcare trajectories in HFpEF patients and promoting wider adoption of evidence-based therapies.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"48 ","pages":"Article 100486"},"PeriodicalIF":1.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142758843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kirsten Tolstrup, Massoud Akhtari, Donatella Brisinda, Anna M Meloni, Robert J Siegel, Riccardo Fenici
{"title":"Accurate diagnosis of ischemic heart disease without exposure to radiation using non-stress unshielded magnetocardiography.","authors":"Kirsten Tolstrup, Massoud Akhtari, Donatella Brisinda, Anna M Meloni, Robert J Siegel, Riccardo Fenici","doi":"10.1016/j.ahjo.2024.100483","DOIUrl":"10.1016/j.ahjo.2024.100483","url":null,"abstract":"<p><strong>Study objectives: </strong>To evaluate the capability and accuracy of magnetocardiography (MCG) to identify patients with ischemic chest pain from those with non-ischemic pain and to verify normalcy in the MCG in healthy subjects.</p><p><strong>Design: </strong>We studied 133 patients (mean age 59 ± 14 years, 69 % male) with chronic or acute chest pain syndrome and 63 healthy subjects (mean age 41.7 ± 12.2 years, 51 % male) using unshielded cryogenically cooled MCG systems (Cardiomag Imaging Inc., 9 and 36 channels) in a general clinical setting. Scan time was 90 s to 6 min. Interventions: The MCG data were processed with the same automated analysis software and results were immediately available. All patients were chest pain free at the time of scanning.</p><p><strong>Results: </strong>A diagnosis of ischemic chest pain was established in 41 % after non-invasive and invasive testing. Rest MCG was normal in all healthy subjects. An abnormal rest MCG was strongly associated with ischemic chest pain, <i>p</i> < 0.0001 (sensitivity of 86 %, specificity of 80 %, positive (PPV) and negative predictive value (NPV) of 75 % and 89 %, respectively). In comparison, the sensitivity, specificity, PPV and NPV of stress SPECT was 93 %, 72 %, 77 % and 91 %, respectively.</p><p><strong>Conclusion: </strong>Resting MCG is a rapid risk-free method for the detection of ischemic chest pain without the use of radiation or contrast with results comparable with stress SPECT.</p>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"49 ","pages":"100483"},"PeriodicalIF":1.3,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11665658/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142885942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Agnes Koczo , Deeksha Acharya , Benay Ozbay , Rami Alharethi , Michael M. Givertz , Uri Elkayam , Erik B. Schelbert , Dennis M. McNamara , Timothy C. Wong
{"title":"CMR and adverse clinical outcomes in peripartum cardiomyopathy","authors":"Agnes Koczo , Deeksha Acharya , Benay Ozbay , Rami Alharethi , Michael M. Givertz , Uri Elkayam , Erik B. Schelbert , Dennis M. McNamara , Timothy C. Wong","doi":"10.1016/j.ahjo.2024.100484","DOIUrl":"10.1016/j.ahjo.2024.100484","url":null,"abstract":"<div><h3>Background</h3><div>Peripartum cardiomyopathy (PPCM) is associated with significant morbidity and mortality. Recent studies show recovery of left ventricular ejection fraction (LVEF) can still be associated with longitudinal adverse clinical outcomes. Cardiac MRI (CMR) may yield additional prognostic parameters of serious adverse outcomes (SAE) beyond LVEF.</div></div><div><h3>Methods</h3><div>Individuals with PPCM and CMR within 3 months of diagnosis were analyzed from the Investigations in Pregnancy Associated Cardiomyopathy (IPAC) trial and our institution from 2010-present. Indexed left ventricular (LV) mass, ventricular volumes, cardiac output, global longitudinal strain (GLS), extracellular cellular volume (ECV) as well as epicardial fat volume (EFV) were analyzed. SAEs included left ventricular assist device (LVAD), heart transplant and death. CMR parameters were compared between SAE and no SAEs groups by non-parametric techniques.</div></div><div><h3>Results</h3><div>Among 51 individuals with mean age of 31 years at diagnosis, 6/51 (12 %) experienced 11 adverse outcomes. EF at time of CMR (15.0 vs 37.3 %, <em>p</em> < 0.001), peak LV GLS (−4.1 % vs −10.0, <em>p</em> = 0.002) ECV (43.6 vs 28.2, <em>p</em> = 0.02) and stroke volume differed significantly among groups. In univariate regression analysis, worse LVEF, lower peak GLS and greater LVESVi were predictive of adverse outcomes.</div></div><div><h3>Conclusion</h3><div>Prior studies found baseline LVEF by echo is a predictor of serious adverse outcomes. CMR identified significantly different baseline LVESVi peak LV GLS and ECV among PPCM with SAEs vs no SAEs. If confirmed in larger studies, diffuse myocardial fibrosis may represent a therapeutic target in PPCM.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"48 ","pages":"Article 100484"},"PeriodicalIF":1.3,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142651794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Christina Healy, Palwinder Sodhi, Annabelle Barnett, Timothy Hess, Jennifer M. Wright
{"title":"Prevalence and risk factors associated with decompensated heart failure after successful elective cardioversion for atrial fibrillation and atrial flutter","authors":"Christina Healy, Palwinder Sodhi, Annabelle Barnett, Timothy Hess, Jennifer M. Wright","doi":"10.1016/j.ahjo.2024.100480","DOIUrl":"10.1016/j.ahjo.2024.100480","url":null,"abstract":"<div><h3>Study objective</h3><div>To determine the incidence of and risk factors for HF after successful electrical and ablative cardioversion (CV) of atrial fibrillation (AF) and atrial flutter (AFL).</div></div><div><h3>Design</h3><div>Retrospective cohort study.</div></div><div><h3>Setting</h3><div>Single center academic institution.</div></div><div><h3>Participants</h3><div>Seven hundred fifty-five patients underwent successful elective CV from July 1, 2018 to May 20, 2019. Patients presenting in arrhythmias other than AF or AFL, those who developed HF due to alternative etiologies, and those who developed arrhythmia recurrence within 30 days were excluded. Medical records of the remaining 451 patients were reviewed before and after CV.</div></div><div><h3>Main outcomes measured</h3><div>Development of heart failure despite sinus rhythm following CV and the risk factors associated with this outcome.</div></div><div><h3>Results</h3><div>Thirty-three (7.3 %) of 451 patients who met inclusion criteria for our study developed new or worsening HF symptoms while maintaining sinus rhythm (SR) after successful CV. Symptoms were reported an average of 5.1 days following CV (range 0–17 days, SD 4.71). Following a multivariate stepwise logistic regression model, prior HF hospitalization (OR 3.91, 95 % CI 1.82–8.39), BMI (OR 1.06, 95 % CI 1.02–1.11), and valve disease (OR 2.51, 95 % CI 1.12–5.60) remained significant risk factors, and anti-arrhythmic drug (AAD) use was marginally significant (OR 2.02, 95 % CI 0.95–4.31).</div></div><div><h3>Conclusion</h3><div>Despite maintenance of SR, 7.3 % of patients developed decompensated HF in the 30 days following successful CV of AF or AFL, indicating this complication may be more frequent than previously believed. Predictors of HF post-CV included elevated BMI, valve disease, previous HF hospitalization, and prior AAD use.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"47 ","pages":"Article 100480"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142571947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shufu Chang , Rende Xu , Hao Lu , Yuxiang Dai , Chenguang Li , Jie Zhang , Gang Zhao , Juying Qian , Jianying Ma , Junbo Ge
{"title":"The evaluation of combined fractional flow reserve and dynamic SPECT in chronic total occlusion","authors":"Shufu Chang , Rende Xu , Hao Lu , Yuxiang Dai , Chenguang Li , Jie Zhang , Gang Zhao , Juying Qian , Jianying Ma , Junbo Ge","doi":"10.1016/j.ahjo.2024.100477","DOIUrl":"10.1016/j.ahjo.2024.100477","url":null,"abstract":"<div><h3>Background</h3><div>Chronic total occlusion (CTO) is the most challenging subset in percutaneous coronary intervention (PCI), but the optimal selection of patients and indication for such procedures remain a subject of debate. We sought to investigate the role of physiological function in treatment decisions of CTO PCI by measuring fractional flow reserve (FFR) and Dynamic SPECT imaging in this study.</div></div><div><h3>Methods</h3><div>All the FFR of CTO vessel were measured before and immediately after CTO revascularization, and Dynamic SPECT imaging were detected before PCI in patients with an identified CTO.</div></div><div><h3>Results</h3><div>A total of 53 patients with single-vessel CTO lesions were included in this cohort study. The mean FFR value was 0.34 ± 0.09 at baseline. Immediately after successful CTO PCI, the FFR value significantly increased to 0.79 ± 0.11. The regional coronary flow reserve (CFR) of CTO vessels was 1.62 ± 0.64, which was significantly and positively correlated with the baseline FFR value (<em>r</em> = 0.607, <em>p</em> = 0.005). The area under the ROC curve of the baseline FFR for the detection of ischemia was 0.923 (<em>p</em> < 0.001). The diagnostic performance in terms of sensitivity and specificity was 83.3 % and 85.7 % for baseline FFR with a ROC-optimized cutoff value of 0.35.</div></div><div><h3>Conclusions</h3><div>A significant correlation was found between the CFR derived from dynamic SPECT and baseline FFR. An FFR of <0.35 before CTO PCI can be taken as the cutoff for the presence of inducible ischemia, which was a useful index for therapy options.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"47 ","pages":"Article 100477"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142553749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Causal associations of Sjögren's syndrome with cardiovascular disease: A two-sample Mendelian randomization study","authors":"Chen Su , Xiaobo Zhu , Qiang Wang, Feng Jiang, Junjie Zhang","doi":"10.1016/j.ahjo.2024.100482","DOIUrl":"10.1016/j.ahjo.2024.100482","url":null,"abstract":"<div><h3>Study objectives</h3><div>Observational and cohort studies have associated Sjögren's syndrome (SS) with various types of cardiovascular disease (CVD), yet causal relationships have not been established. We employed Mendelian randomization (MR) to investigate potential causal links between SS and CVD in the general population.</div></div><div><h3>Methods</h3><div>We conducted a two-sample MR analysis using data from four distinct sources for 11 genome-wide significant single nucleotide polymorphisms (SNPs) associated with SS and data for 13 types of CVD sourced from FinnGen, IEU OpenGWAS, and GWAS catalog. The inverse variance weighted method was selected as the primary analytical approach, complemented by various sensitivity analyses.</div></div><div><h3>Results</h3><div>MR analyses provide evidence of a significantly increased risk of ischemic stroke associated with genetically predicted SS (odds ratio [OR], 1.0237; 95 % CI, 1.0096 to 1.0379; <em>p</em> = 0.0009), as well as suggestive evidence of a potential causal relationship between SS and an increased risk of chronic heart failure (OR, 1.0302; 95 % CI, 1.0020 to 1.0592; <em>p</em> = 0.0355). Sensitivity analyses reinforced these associations, demonstrating robustness and consistency across multiple statistical methods. The secondary analysis, conducted after outlier correction using MR-PRESSO and RadialMR methods, reaffirmed these associations and also indicated a suggestive causal link between SS and non-rheumatic valvular heart disease (OR, 1.0251; 95 % CI, 1.0021 to 1.0486; <em>p</em> = 0.0323).</div></div><div><h3>Conclusions</h3><div>This study demonstrates that genetically predicted SS is a potential causative risk factor for ischemic stroke, chronic heart failure, and non-rheumatic valvular heart disease on a large-scale population. However, further research incorporating ancestral diversity is required to confirm a causal relationship between SS and CVD.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"47 ","pages":"Article 100482"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142571948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Baseline inflammatory status affects the prognostic impact of statins in patients with peripheral arterial disease","authors":"Kentaro Jujo , Daisuke Ueshima , Takuro Abe , Kensuke Shimazaki , Yo Fujimoto , Tomofumi Tanaka , Teppei Murata , Toru Miyazaki , Michiaki Matsumoto , Hideo Tokuyama , Tsukasa Shimura , Ryuichi Funada , Naotaka Murata , Michiaki Higashitani , Toma-Code Registry Investigators","doi":"10.1016/j.ahjo.2024.100481","DOIUrl":"10.1016/j.ahjo.2024.100481","url":null,"abstract":"<div><h3>Background</h3><div>Statins bring favourable effects on the clinical prognosis of patients with atherosclerotic disease partly through their anti-inflammatory properties. However, this effect has not been fully verified in patients with peripheral arterial disease (PAD). We aimed to test whether statins exert different prognostic effects depending on the degrees of inflammation in patients with PAD.</div></div><div><h3>Methods</h3><div>This study was a sub-analysis of a multicenter prospective cohort of 2321 consecutive patients with PAD who received endovascular therapy (EVT). After excluding patients without information on C-reactive protein (CRP) levels at the time of index EVT, 1974 patients (1021 statin users and 953 non-users) were classified into four groups depending on CRP levels: low CRP (<0.1 mg/dL), intermediate-low CRP (0.1–0.3 mg/dL), intermediate-high CRP (0.3–1.0 mg/dL), and high CRP (>1.0 mg/dL). A composite of death, stroke, myocardial infarction, and major amputation as the primary endpoint was compared between statin users and non-users in each CRP category.</div></div><div><h3>Results</h3><div>During the median observation period of 316 days, the primary composite endpoint occurred in 112 (11.0 %) statin users and 178 (18.7 %) non-users (log-rank test, <em>p</em> < 0.001). However, statin therapy was associated with significantly lower event rates only in the intermediate-high- and high-CRP categories (<em>p</em> = 0.02 and <em>p</em> = 0.008, respectively). Multivariable Cox regression analysis revealed that statin use was independently associated with the primary endpoint only in the high-CRP category (adjusted hazard ratio: 0.64 [95 % confidence interval: 0.41–0.98]).</div></div><div><h3>Conclusion</h3><div>Statins may exert favourable prognostic effects in patients with PAD and highly elevated CRP levels.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"47 ","pages":"Article 100481"},"PeriodicalIF":1.3,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142586065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gift Echefu , Rushabh Shah , Zanele Sanchez , John Rickards , Sherry-Ann Brown
{"title":"Artificial intelligence: Applications in cardio-oncology and potential impact on racial disparities","authors":"Gift Echefu , Rushabh Shah , Zanele Sanchez , John Rickards , Sherry-Ann Brown","doi":"10.1016/j.ahjo.2024.100479","DOIUrl":"10.1016/j.ahjo.2024.100479","url":null,"abstract":"<div><div>Numerous cancer therapies have detrimental cardiovascular effects on cancer survivors. Cardiovascular toxicity can span the course of cancer treatment and is influenced by several factors. To mitigate these risks, cardio-oncology has evolved, with an emphasis on prevention and treatment of cardiovascular complications resulting from the presence of cancer and cancer therapy. Artificial intelligence (AI) holds multifaceted potential to enhance cardio-oncologic outcomes. AI algorithms are currently utilizing clinical data input to identify patients at risk for cardiac complications. Additional application opportunities for AI in cardio-oncology involve multimodal cardiovascular imaging, where algorithms can also utilize imaging input to generate predictive risk profiles for cancer patients. The impact of AI extends to digital health tools, playing a pivotal role in the development of digital platforms and wearable technologies. Multidisciplinary teams have been formed to implement and evaluate the efficacy of these technologies, assessing AI-driven clinical decision support tools. Other avenues similarly support practical application of AI in clinical practice, such as incorporation into electronic health records (EHRs) to detect patients at risk for cardiovascular diseases. While these AI applications may help improve preventive measures and facilitate tailored treatment to patients, they are also capable of perpetuating and exacerbating healthcare disparities, if trained on limited, homogenous datasets. However, if trained and operated appropriately, AI holds substantial promise in positively influencing clinical practice in cardio-oncology. In this review, we explore the impact of AI on cardio-oncology care, particularly regarding predicting cardiotoxicity from cancer treatments, while addressing racial and ethnic biases in algorithmic implementation.</div></div>","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"48 ","pages":"Article 100479"},"PeriodicalIF":1.3,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142651793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michele Golino , Alexa Coe , Anas Aljabi , Azita H. Talasaz , Benjamin Van Tassell , Antonio Abbate , Roshanak Markley
{"title":"Effect of colchicine on 90-day outcomes in patients with acute myocarditis: a real-world analysis","authors":"Michele Golino , Alexa Coe , Anas Aljabi , Azita H. Talasaz , Benjamin Van Tassell , Antonio Abbate , Roshanak Markley","doi":"10.1016/j.ahjo.2024.100478","DOIUrl":"10.1016/j.ahjo.2024.100478","url":null,"abstract":"","PeriodicalId":72158,"journal":{"name":"American heart journal plus : cardiology research and practice","volume":"47 ","pages":"Article 100478"},"PeriodicalIF":1.3,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142532321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}