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Marti E, Hartopo AB, Haryani, Rahayu MH, Diana R, Yunitri N. Improving outcomes in acute coronary syndrome: A meta-analysis of home-based compared to hospital-based cardiac rehabilitation and usual care: 3-4 months (end of the program) and 9-10 months (6 months after the end of the program). Am J Prev Cardiol 2025; 22:100982. [PMID: 40275942 PMCID: PMC12019845 DOI: 10.1016/j.ajpc.2025.100982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 03/19/2025] [Accepted: 03/26/2025] [Indexed: 04/26/2025] Open
Abstract
Aim To assess the effectiveness of home-based cardiac rehabilitation (HBCR) in improving health-related quality of life (HRQoL) and other outcomes in patients with acute coronary syndrome (ACS), compared to hospital-based cardiac rehabilitation (CR) and usual care. Methods This systematic review followed PRISMA guidelines and included a comprehensive search across MEDLINE, CINAHL, ProQuest, Cochrane Library, Clinical Key, PubMed, Embase, and ClinicalTrials.gov up to June 2023. A total of 19 studies with 2822 participants were included. Eligible RCTs assessed the impact of HBCR on ACS patients, comparing it with hospital-based CR or usual care. The primary outcome was QoL, with secondary outcomes including cardiovascular capacity, cardiovascular disease risk factors, and rehospitalization rates. Statistical analysis was conducted using a random-effects model in R Statistic. Results HBCR improves QoL compared to all comparators (hospital-based CR and usual care) (SMD 0.17, 95 % CI 0.00 to 0.33). HBCR was equally effective as hospital-based CR in enhancing QoL, peak VO2, 6-min walk distance (6 MWD), lipid profiles, and blood pressure. Compared to usual care, HBCR significantly improved QoL (SMD 0.29, 95 % CI 0.11 to 0.46) and HDL-cholesterol level (SMD 0.18, 95 % CI 0.02 to 0.34), while reducing triglyceride level more effectively (SMD -0.34, 95 % CI -0.57 to -0.11). However, no significant differences were observed between HBCR and usual care in terms of peak VO2, rehospitalization rates, LDL-cholesterol, total cholesterol, or blood pressure. Conclusions HBCR significantly improves QoL and is equally effective as hospital-based CR across all measured outcomes. Compared to usual care, HBCR leads to significant improvements in specific aspects of QoL as a primary outcome, as well as in HDL-cholesterol and triglyceride levels. However, its impact on other outcomes, such as peak VO2, LDL-cholesterol, total cholesterol, and blood pressure, is not consistently significant.
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Affiliation(s)
- Eva Marti
- School of Health Sciences Panti Rapih, Yogyakarta, Indonesia
- The Doctoral Program in Medical and Health Sciences, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Anggoro Budi Hartopo
- Department of Cardiology and Vascular Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada – Dr. Sardjito Hospital, Yogyakarta, Indonesia
| | - Haryani
- Department of Medical-Surgical Nursing, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Margareta Hesti Rahayu
- School of Health Sciences Panti Rapih, Yogyakarta, Indonesia
- The Doctoral Program in Medical and Health Sciences, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Riris Diana
- The Doctoral Program in Medical and Health Sciences, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
- Department of Epidemiology, Biostatistics, Population Studies and Health Promotion, Public Health Faculty, Universitas Airlangga, Surabaya, Indonesia
| | - Ninik Yunitri
- Faculty of Nursing, Universitas Muhammadiyah Jakarta, Jakarta, Indonesia
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Sajid M, Ali D, Qureshi S, Ahmad R, Sajjad A, Waqas SA, Ahmed R, Collins P. Trends and Disparities in Acute Myocardial Infarction-Related Mortality Among U.S. Adults With Hypertension, 2000-2023. Clin Cardiol 2025; 48:e70129. [PMID: 40259707 PMCID: PMC12012249 DOI: 10.1002/clc.70129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2025] [Revised: 03/20/2025] [Accepted: 03/25/2025] [Indexed: 04/23/2025] Open
Abstract
BACKGROUND Hypertension is a major public health concern and a key risk factor for acute myocardial infarction (AMI), significantly contributing to cardiovascular mortality. Despite advancements in management and treatment, trends in associated mortality remain underexplored. OBJECTIVE This study examines U.S. national trends in hypertension- and AMI-associated mortality from 2000 to 2023, focusing on demographics and regions. METHODS Age-adjusted mortality rates (AAMRs) per 100,000 for adults aged ≥ 25 with hypertension and AMI were extracted from the CDC WONDER database. Annual percent changes (APCs) and average APCs (AAPCs) with 95% confidence intervals (CIs) were calculated, stratified by year, sex, race/ethnicity, age, urbanization, and Census region. RESULTS From 2000 to 2023, 933,024 hypertension- and AMI-related deaths were recorded. Overall, AAMR declined from 19.84 per 100,000 in 2000 to 16.26 in 2023 (AAPC: -0.93%, 95% CI: -1.18% to -0.76%). However, a sharp rise in mortality occurred between 2018 and 2021, coinciding with the COVID-19 pandemic. Stratified analyses revealed persistently higher mortality rates among menmen, non-Hispanic BlackBlack individuals, and residents of the Southern and rural U.S. regions. Younger adults showed an increasing AAMR trend, indicating a growing burden of hypertension and AMI-associated disease. CONCLUSION While long-term mortality trends show a decline, recent years have seen a rise, particularly among high-risk groups. Targeted public health interventions addressing hypertension management, cardiovascular risk reduction, and healthcare disparities are essential to mitigate the ongoing burden of hypertension and AMI mortality in the U.S.
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Affiliation(s)
- Maryam Sajid
- Department of MedicineDow University of Health SciencesKarachiPakistan
| | - Dua Ali
- Department of MedicineDow University of Health SciencesKarachiPakistan
| | - Shaheer Qureshi
- Department of MedicineDow University of Health SciencesKarachiPakistan
| | - Reja Ahmad
- Department of MedicineZiauddin Medical UniversityKarachiPakistan
| | - Asim Sajjad
- Department of MedicineDow University of Health SciencesKarachiPakistan
| | - Saad Ahmed Waqas
- Department of MedicineDow University of Health SciencesKarachiPakistan
| | - Raheel Ahmed
- National Heart and Lung InstituteImperial College LondonLondonUK
| | - Peter Collins
- National Heart and Lung InstituteImperial College LondonLondonUK
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Surma S, Czapla M, Uchmanowicz I, Juárez-Vela R, Pietrzykowski Ł, Uchmanowicz B, Leśkiewicz M, Griesmann K, Burzyński M, Smereka J, Lewandowski Ł. Prolonged Hospital Stay in Hypertensive Patients: Retrospective Analysis of Risk Factors and Interactions. NURSING REPORTS 2025; 15:110. [PMID: 40137683 PMCID: PMC11945548 DOI: 10.3390/nursrep15030110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Revised: 03/16/2025] [Accepted: 03/17/2025] [Indexed: 03/29/2025] Open
Abstract
Background/Objectives: Arterial hypertension (HT) is a leading modifiable risk factor for cardiovascular diseases, often contributing to prolonged lengths of hospital stay (LOHS), which place significant strain on healthcare systems. This study aimed to analyze the factors associated with prolonged lengths of hospital stay in patients with HT, focusing on key biochemical and clinical predictors. Methods: This retrospective study included 356 adult patients hospitalized in the Cardiology Department of the University Hospital in Wroclaw, Poland, between January 2017 and June 2021. Data collected included demographic characteristics, body mass index (BMI), comorbidities, and laboratory parameters. Logistic regression models were used to identify predictors of prolonged LOHS, defined as four or more days, and to evaluate interactions between variables. Results: Lower levels of low-density lipoprotein cholesterol (LDL-c) and elevated concentrations of high-sensitivity C-reactive protein (hsCRP) were identified as significant predictors of prolonged LOHS, with each 1 mg/dL decrease in LDL-c increasing the odds of prolonged LOHS by 1.21% (p < 0.001) and each 1 mg/L increase in hsCRP raising the odds by 3.80% (p = 0.004). An interaction between sex and heart failure (HF) was also observed. Female patients with HF had 3.995-fold higher odds of prolonged LOHS compared to females without HF (p < 0.001), while no significant difference was found among male patients with or without HF (p = 0.890). Conclusions: The predictors of prolonged LOHS in patients with HT include lower levels of LDL-c, elevated hsCRP, and the interaction between sex and heart failure (HF). Specifically, female patients with HF demonstrated significantly higher odds of prolonged LOHS compared to females without HF, while this relationship was not observed in male patients.
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Affiliation(s)
- Stanisław Surma
- Department of Internal Medicine and Clinical Pharmacology, Medical University of Silesia, 40-752 Katowice, Poland;
| | - Michał Czapla
- Department of Emergency Medical Service, Faculty of Nursing and Midwifery, Wroclaw Medical University, 51-618 Wroclaw, Poland; (K.G.); (M.B.); (J.S.)
- Group of Research in Care (GRUPAC), Faculty of Health Sciences, University of La Rioja, 26006 Logroño, Spain;
- Institute of Heart Diseases, University Hospital, 50-566 Wroclaw, Poland
| | - Izabella Uchmanowicz
- Department of Nursing, Faculty of Nursing and Midwifery, Wroclaw Medical University, 51-618 Wroclaw, Poland; (I.U.); (B.U.)
- Centre for Cardiovascular Health, Edinburgh Napier University, Sighthill Campus, Edinburgh EH11 4DN, UK
| | - Raúl Juárez-Vela
- Group of Research in Care (GRUPAC), Faculty of Health Sciences, University of La Rioja, 26006 Logroño, Spain;
| | - Łukasz Pietrzykowski
- Department of Cardiac Rehabilitation and Health Promotion, Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, 85-094 Bydgoszcz, Poland;
| | - Bartosz Uchmanowicz
- Department of Nursing, Faculty of Nursing and Midwifery, Wroclaw Medical University, 51-618 Wroclaw, Poland; (I.U.); (B.U.)
| | - Marcin Leśkiewicz
- Department of Emergency Medicine, Wroclaw Medical University, 50-556 Wroclaw, Poland;
| | - Krzysztof Griesmann
- Department of Emergency Medical Service, Faculty of Nursing and Midwifery, Wroclaw Medical University, 51-618 Wroclaw, Poland; (K.G.); (M.B.); (J.S.)
| | - Michał Burzyński
- Department of Emergency Medical Service, Faculty of Nursing and Midwifery, Wroclaw Medical University, 51-618 Wroclaw, Poland; (K.G.); (M.B.); (J.S.)
| | - Jacek Smereka
- Department of Emergency Medical Service, Faculty of Nursing and Midwifery, Wroclaw Medical University, 51-618 Wroclaw, Poland; (K.G.); (M.B.); (J.S.)
| | - Łukasz Lewandowski
- Department of Medical Biochemistry, Wroclaw Medical University, 50-368 Wroclaw, Poland;
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Kwok CS, Borovac JA, Will M, Schwarz K, Hinton J, Holroyd E, Hanley DF, Ford DE, Lip GYH, Qureshi AI. Hospitalizations during the 30-day period preceding admissions with ST-elevation myocardial infarction: Insights from the Nationwide Readmission Database (NRD). Int J Cardiol 2025; 423:132991. [PMID: 39826577 DOI: 10.1016/j.ijcard.2025.132991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 01/05/2025] [Accepted: 01/13/2025] [Indexed: 01/22/2025]
Abstract
INTRODUCTION The extent and associated reasons or characteristics related to patients presenting to hospital prior with ST-elevation myocardial infarction (STEMI) are unknown. METHODS This retrospective cohort study analyzed the Nationwide Readmission Database from 2018 to 2020 to evaluate hospitalizations within 30 days preceding a hospitalization with the diagnosis of STEMI in order to determine how often this occurs and what are the causes and factors associated with the recent admission. RESULTS There were 1,355,765 hospital admissions with a diagnosis of STEMI and 54,545 (4.0 %) were hospitalized within 30-days prior to STEMI event. The most common causes of preceding hospitalization were sepsis, chronic ischemic heart disease, hypertensive disease with chronic kidney disease, complications of cardiac or vascular prosthetic devices, and implants/grafts, hypertensive heart disease with heart failure, and cerebral infarction. Independent factors associated with hospitalization within 30-days preceding STEMI, were cancer (OR 3.44 95 %CI 3.23-3.67, p < 0.001), elective admission (OR 2.76 95 %CI 2.59-2.95, p < 0.001), chronic kidney disease (OR 1.93 95 %CI 1.84-2.02, p < 0.001), chronic lung disease (OR 1.65 95 %CI 1.58-1.73, p < 0.001), previous stroke (OR 1.46 95 %CI 1.38-1.73, p < 0.001), and previous myocardial infarction (OR 1.45 95 %CI 1.37-1.53, p < 0.001). CONCLUSIONS Among the 4.0 % of patients were admitted to hospital within 30-days prior to a later admission for STEMI, predictors of such admissions were sepsis, chronic ischemic heart disease and hypertension and cancer. This raises potential opportunities to prevent future admissions with STEMI once such patients are hospitalized.
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Affiliation(s)
- Chun Shing Kwok
- Department of Cardiology, Mid Cheshire Hospitals NHS Foundation Trust, Crewe, UK.
| | - Josip Andelo Borovac
- Division of Interventional Cardiology, Cardiovascular Diseases Department, University Hospital of Split, Split, Croatia
| | - Maximillian Will
- Karl Landsteiner University of Health Sciences, Krems, Austria; Division of Internal Medicine 3, University Hospital St. Pölten, St. Pölten, Austria; Karl Landsteiner Institute for Cardiometabolics, Karl Landsteiner Society, St. Pölten, Austria
| | - Konstantin Schwarz
- Karl Landsteiner University of Health Sciences, Krems, Austria; Division of Internal Medicine 3, University Hospital St. Pölten, St. Pölten, Austria
| | - Jonathan Hinton
- Dorset Heart Centre, Royal Bournemouth Hospital, Bournemouth, UK
| | - Eric Holroyd
- Department of Cardiology, Mid Cheshire Hospitals NHS Foundation Trust, Crewe, UK
| | | | | | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University, Liverpool Heart and Chest Hospital, Liverpool, UK; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Adnan I Qureshi
- Zeenat Qureshi Stroke Institute and Department of Neurology, University of Missouri Columbia Health Care, Columbia, MO, USA; Department of Neurology, University of Missouri, Columbia, MO, USA
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De Luca G, Nardin M, Algowhary M, Uguz B, Oliveira DC, Ganyukov V, Zimbakov Z, Cercek M, Okkels Jensen L, Loh PH, Calmac L, Roura I Ferrer G, Quadros A, Milewski M, Scotto D'Uccio F, von Birgelen C, Versaci F, Ten Berg J, Casella G, Lung AWS, Kala P, Díez Gil JL, Carrillo X, Dirksen M, Becerra-Munoz VM, Lee MKY, Juzar DA, Moura Joaquim RD, Paladino R, Milicic D, Davlouros P, Bakraceski N, Zilio F, Donazzan L, Kraaijeveld A, Galasso G, Lux A, Marinucci L, Guiducci V, Menichelli M, Scoccia A, Yamac AH, Mert KU, Flores Rios X, Kovarnik T, Kidawa M, Moreu J, Flavien V, Fabris E, Lozano Martínez-Luengas I, Boccalatte M, Bosa Ojeda F, Arellano-Serrano C, Caiazzo G, Cirrincione G, Kao HL, Sanchis Forés J, Vignali L, Pereira H, Manzo S, Ordoñez S, Arat Özkan A, Scheller B, Lehtola H, Teles R, Mantis C, Antti Y, Brum Silveira JA, Zoni R, Bessonov I, Savonitto S, Kochiadakis G, Alexopulos D, Uribe CE, Kanakakis J, Faurie B, Gabrielli G, Gutierrez Barrios A, Bachini JP, Rocha A, Tam FCC, Rodriguez A, Lukito AA, Saint-Joy V, Pessah G, Parodi G, Burgadha MA, Kedhi E, Lamelas P, Suryapranata H, Verdoia M. Impact of hypertension on mortality in patients with ST-elevation myocardial infarction undergoing primary angioplasty: insights from the international multicenter ISACS-STEMI registry. J Hypertens 2025; 43:246-254. [PMID: 39445586 DOI: 10.1097/hjh.0000000000003890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Accepted: 07/04/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND Hypertension is the most prevalent cardiovascular risk factor, with several detrimental effects on the cardiovascular system. Contrasting results have been reported so far on its prognostic role in patients admitted for ST-segment elevation myocardial infarction (STEMI). Therefore, we investigated the impact of hypertension on short-term mortality in a large multicenter contemporary registry of STEMI patients, including patients treated during COVID-19 pandemic. METHODS The ISACS-STEMI COVID-19 was a retrospective registry that included STEMI patients treated with primary percutaneous coronary intervention (PCI) between March and June of 2019 and 2020 in 109 high-volume primary PCI centers from 4 continents. We collected data on baseline, clinical and procedural characteristics, in-hospital outcome and 30-day mortality. For this analysis patients were grouped according to history of hypertension at admission. RESULTS A total of 16083 patients were assessed, including 8813 (54.8%) with history of hypertension. These patients were more often elderly, with a worse cardiovascular risk profile, but were less frequently active smoker. Some procedural differences were observed between the two groups, including lower rate of thrombectomy and use of glycoprotein IIb/IIIa inhibitors or cangrelor but more extensive coronary disease in patients with hypertension. Between patients with and without hypertension, there was no significant difference in SARS-CoV-2 positivity. Hypertensive patients had a significantly higher in-hospital and 30-day mortality, similarly observed in both pre-COVID-19 and COVID-19 era, and confirmed after adjustment for main baseline differences and propensity score (in-hospital mortality: adjusted odds ratio (OR) [95% confidence interval (CI)] =1.673 [1.389-2.014], P < 0.001; 30-day mortality: adjusted hazard ratio (HR) [95% CI] = 1.418 [1.230-1.636], P < 0.001). CONCLUSION This is one of the largest and contemporary study assessing the impact of hypertension in STEMI patients undergoing primary angioplasty, including also the COVID-19 pandemic period. Hypertension was independently associated with significantly higher rates of in-hospital and 30-day mortality.
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Affiliation(s)
- Giuseppe De Luca
- Division of Cardiology, AOU Policlinico G. Martino, University of Messina, Messina, Italy and Division of Cardiology, IRCCS Hospital Galeazzi-Sant'Ambrogio, Milan
| | - Matteo Nardin
- Internal Medicine, Department of Medicine, ASST Spedali Civili, Brescia, Italy
| | - Magdy Algowhary
- Division of Cardiology, Assiut University Heart Hospital, Assiut University, Asyut, Egypt
| | - Berat Uguz
- Division of Cardiology, Bursa City Hospital, Bursa, Turkey
| | - Dinaldo C Oliveira
- Pronto de Socorro Cardiologico Prof. Luis Tavares, Centro PROCAPE, Federal University of Pernambuco, Recife, Brazil
| | - Vladimir Ganyukov
- Department of Heart and Vascular Surgery, State Research Institute for Complex Issues of Cardiovascular Diseases, Kemerovo, Russia
| | - Zan Zimbakov
- University Clinic for Cardiology, Medical Faculty, Ss' Cyril and Methodius University, Skopje, North Macedonia
| | - Miha Cercek
- Centre for Intensive Internal Medicine, University Medical Centre, Ljubljana, Slovenia
| | | | - Poay Huan Loh
- Department of Cardiology, National University Hospital, Singapore
| | | | - Gerard Roura I Ferrer
- Interventional Cardiology Unit, Heart Disease Institute. Hospital Universitari de Bellvitge, Spain
| | | | - Marek Milewski
- Division of Cardiology, Medical University of Silezia, Katowice, Poland
| | | | - Clemens von Birgelen
- Department of Cardiology, Medisch Spectrum Twente, Thoraxcentrum Twente, Enschede, The Netherlands
| | | | - Jurrien Ten Berg
- Division of Cardiology, St Antonius Hospital, Nieuwegein, The Netherlands
| | - Gianni Casella
- Division of Cardiology, Ospedale Maggiore Bologna, Italy
| | | | - Petr Kala
- University Hospital Brno, Medical Faculty of Masaryk University Brno, Czech Republic
| | | | | | - Maurits Dirksen
- Division of Cardiology, Northwest Clinics Alkmaar, The Netherlands
| | | | - Michael Kang-Yin Lee
- Department of Cardiology, Queen Elizabeth Hospital, University of Hong Kong, Hong Kong
| | - Dafsah Arifa Juzar
- Department of cardiology and Vascular Medicine, University of Indonesia National Cardiovascular Center "Harapan Kita", Jakarta
| | | | | | - Davor Milicic
- Department of Cardiology, University Hospital Centre, University of Zagreb, Zagreb, Croatia
| | - Periklis Davlouros
- Invasive Cardiology and Congenital Heart Disease, Patras University Hospital, Patras, Greece
| | | | - Filippo Zilio
- Division of Cardiology, Ospedale Santa Chiara di Trento
| | - Luca Donazzan
- Division of Cardiology, Ospedale "S. Maurizio" Bolzano Italy
| | | | - Gennaro Galasso
- Division of Cardiology, Ospedale San Giovanni di Dio e Ruggi d'Aragona, Salerno, Italy
| | - Arpad Lux
- Maastricht University Medical Center, The Netherlands
| | - Lucia Marinucci
- Division of Cardiology, Azienda Ospedaliera "Ospedali Riuniti Marche Nord", Pesaro
| | | | | | | | | | - Kadir Ugur Mert
- Division of Cardiology, Eskisehir Osmangazi University, Faculty of Medicine, Eskisehir, Turkey
| | | | | | - Michal Kidawa
- Central Hospital of Medical University of Lodz, Poland
| | - Josè Moreu
- Division of Cardiology, ComplejoHospitalario de Toledo, Toledo, Spa in
| | - Vincent Flavien
- Division of Cardiology, Center Hospitalier Universitaire de Lille, Lille, France
| | - Enrico Fabris
- Azienda Ospedaliero - Universitaria Ospedali Riuniti Trieste, Italy
| | | | - Marco Boccalatte
- Division of Cardiology, Ospedale Santa Maria delle Grazie, Pozzuoli, Italy
| | - Francisco Bosa Ojeda
- Division of cardiology, Hospital Universitario de Canarias, Santa Cruz de Tenerife
| | | | | | | | - Hsien-Li Kao
- Cardiology Division, Department of Internal Medicine, National Taiwan University Hospital, Tapei, Taiwan
| | - Juan Sanchis Forés
- Division of Cardiology, Hospital Clinico Universitario de Valencia, Spain
| | - Luigi Vignali
- Interventional Cardiology Unit, Azienda Ospedaliera Sanitaria, Parma, Italy
| | - Helder Pereira
- Hospital Garcia de Orta, Cardiology Department, Pragal, Almada, Portugal
| | - Stephane Manzo
- Division of Cardiology, CHU Lariboisière, AP-HP, Paris VII University, INSERM UMRS 942, France
| | - Santiago Ordoñez
- Instituto Cardiovascular de Buenos Aires, Buenos Aires, Argentina
| | | | - Bruno Scheller
- Division of Cardiology, Clinical and Experimental Interventional Cardiology, University of Saarland, Germany
| | - Heidi Lehtola
- Division of Cardiology, Oulu University Hospital, Finland
| | - Rui Teles
- Division of Cardiology, Hospital de Santa Cruz, CHLO - Nova Medical School, CEDOC, Lisbon, Portugal
| | - Christos Mantis
- Division of Cardiology, Konstantopoulion Hospital, Athens, Greece
| | | | | | - Rodrigo Zoni
- Department of Teaching and Research, Instituto de Cardiología de Corrientes "Juana F. Cabral", Argentina
| | | | | | | | | | - Carlos E Uribe
- Carlos E Uribe, Division of Cardiology, Universidad UPB, Universidad CES.Medellin, Colombia
| | - John Kanakakis
- Division of Cardiology, Alexandra Hospital, Athens, Greece
| | - Benjamin Faurie
- Division of Cardiology, Groupe Hospitalier Mutualiste de Grenoble, France
| | | | | | | | - Alex Rocha
- Department of Cardiology and Cardiovascular Interventions, Instituto Nacional de Cirugía Cardíaca, Montevideo, Uruguay
| | | | | | - Antonia Anna Lukito
- Cardiovascular Department Pelita Harapan University/Heart Center Siloam Lippo Village Hospital, Tangerang, Banten, Indonesia
| | | | - Gustavo Pessah
- Division of Cardiology, Hospiatl Cordoba, Cordoba, Argentina
| | - Guido Parodi
- Azienda Ospedaliero-Universitaria Sassari, Italy
| | | | - Elvin Kedhi
- Division of Cardiology, Hopital Erasmus, Universitè Libre de Bruxelles
| | - Pablo Lamelas
- Instituto Cardiovascular de Buenos Aires, Buenos Aires, Argentina
| | - Harry Suryapranata
- Division of Cardiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Monica Verdoia
- Division of Cardiology, Ospedale degli Infermi, ASL Biella, Italy
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Xu X, Jia L, Qiao B, Gong Y, Gao S, Wang Y, Du J. Changes in Phenylacetylglutamine Levels Provide Add-On Value in Risk Stratification of Hypertensive Patients: A Longitudinal Cohort Study. Metabolites 2025; 15:64. [PMID: 39852406 PMCID: PMC11767660 DOI: 10.3390/metabo15010064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 01/12/2025] [Accepted: 01/14/2025] [Indexed: 01/26/2025] Open
Abstract
BACKGROUND Despite antihypertensive treatment, some high-risk hypertensive patients still experience major adverse cardiovascular events (MACEs). Current risk stratification tools may underestimate the presence of metabolites in hypertension and thereby risk of MACEs. OBJECTIVES We aimed to explore the potential value of gut microbiota-derived metabolite phenylacetylglutamine (PAGln) in risk stratification of hypertension. METHODS We measured plasma PAGln levels using liquid chromatography tandem mass spectrometry in 1543 high-risk hypertensive patients, dividing them into a discovery cohort (n = 792) and a validation cohort (n = 751). After follow-up, the Kaplan-Meier curve and the Cox regression model were utilized to determine the correlation between PAGln and MACEs (death, non-fatal ischemic stroke and hemorrhagic stroke, non-fatal acute coronary syndrome and unplanned revascularization). We examined the predictive performance of PAGln in different subgroups and evaluated the incremental predictive value of PAGln as an addition to the ASCVD risk assessment model. RESULTS Among all high-risk hypertensive patients, 148 patients experienced MACEs after a mean follow-up of 3.02 years. In both cohorts, after adjusting other confounding risk factors, PAGln remained an independent risk factor the MACEs in hypertensive patients. Patients with plasma PAGln ≥ 1.047 μmol/L have a higher risk of MACEs. PAGln concentration provided incremental predictive value to the ASCVD risk model, with better performance in the discovery cohort. It was most effective in female, patients with a systolic blood pressure (SBP) ≥ 130 mmHg and taking angiotensin-converting enzyme inhibitors (ACEIs). CONCLUSIONS PAGln was associated with an increased risk of MACEs in hypertension, especially in women or in subgroups with SBP ≥ 130 mmHg and taking ACEIs. PAGln should be considered as an independent predictor in risk stratification to improve prognosis.
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Affiliation(s)
- Xuan Xu
- Beijing Anzhen Hospital, The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Center for Cardiovascular Disorders, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China; (X.X.); (B.Q.); (Y.G.); (S.G.); (Y.W.)
- Beijing Institute of Heart, Lung & Blood Vessel Disease, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China
| | - Lixin Jia
- Institute for Biological Therapy, Henan Academy of Innovations in Medical Science, Zhengzhou 450046, China;
| | - Bokang Qiao
- Beijing Anzhen Hospital, The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Center for Cardiovascular Disorders, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China; (X.X.); (B.Q.); (Y.G.); (S.G.); (Y.W.)
- Beijing Institute of Heart, Lung & Blood Vessel Disease, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China
| | - Yanyan Gong
- Beijing Anzhen Hospital, The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Center for Cardiovascular Disorders, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China; (X.X.); (B.Q.); (Y.G.); (S.G.); (Y.W.)
- Beijing Institute of Heart, Lung & Blood Vessel Disease, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China
| | - Shan Gao
- Beijing Anzhen Hospital, The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Center for Cardiovascular Disorders, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China; (X.X.); (B.Q.); (Y.G.); (S.G.); (Y.W.)
- Beijing Institute of Heart, Lung & Blood Vessel Disease, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China
| | - Yuan Wang
- Beijing Anzhen Hospital, The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Center for Cardiovascular Disorders, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China; (X.X.); (B.Q.); (Y.G.); (S.G.); (Y.W.)
- Beijing Institute of Heart, Lung & Blood Vessel Disease, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China
| | - Jie Du
- Beijing Anzhen Hospital, The Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing Collaborative Innovation Center for Cardiovascular Disorders, Capital Medical University, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China; (X.X.); (B.Q.); (Y.G.); (S.G.); (Y.W.)
- Beijing Institute of Heart, Lung & Blood Vessel Disease, No. 2 Anzhen Road, Chaoyang District, Beijing 100029, China
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7
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Song Y, Yang K, Su Y, Song K, Ding N. Nomogram for Predicting in-Hospital Severe Complications in Patients with Acute Myocardial Infarction Admitted in Emergency Department. Risk Manag Healthc Policy 2024; 17:3171-3186. [PMID: 39697902 PMCID: PMC11653858 DOI: 10.2147/rmhp.s485088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 10/16/2024] [Indexed: 12/20/2024] Open
Abstract
Background There is lack of predictive models for the risk of severe complications during hospitalization in patients with acute myocardial infarction (AMI). In this study, we aimed to create a nomogram to forecast the likelihood of in-hospital severe complications in AMI. Methods From August 2020 to January 2023, 1024 patients with AMI including the modeling group (n=717) and the validation group (n=307) admitted in Changsha Central Hospital's emergency department. Conduct logistic regression analysis, both univariate and multivariate, on the pertinent patient data from the modeling cohort at admission, identify independent risk factors, create a nomogram to forecast the likelihood of severe complications in patients with AMI, and assess the accuracy of the graph's predictions in the validation cohort. Results Age, heart rate, mean arterial pressure, diabetes, hypertension, triglycerides and white blood cells were seven independent risk factors for serious complications in AMI patients. Based on these seven variables, the nomogram model was constructed. The nomogram has high predictive accuracy (AUC=0.793 for the modeling group and AUC=0.732 for the validation group). The calibration curve demonstrates strong consistency between the anticipated and observed values of the nomogram in the modeling and validation cohorts. Moreover, the DCA curve results show that the model has a wide threshold range (0.01-0.73) and has good practicality in clinical practice. Conclusion This study developed and validated an intuitive nomogram to assist clinicians in evaluating the probability of severe complications in AMI patients using readily available clinical data and laboratory parameters.
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Affiliation(s)
- Yaqin Song
- Department of Emergency Medicine, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, People’s Republic of China
| | - Kongzhi Yang
- Department of Emergency Medicine, Clinical Research Center for Emergency and Critical Care in Hunan Province, Hunan Provincial Institute of Emergency Medicine, Hunan Provincial Key Laboratory of Emergency and Critical Care Metabonomics, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, People’s Republic of China
| | - Yingjie Su
- Department of Emergency Medicine, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, People’s Republic of China
| | - Kun Song
- Department of Emergency Medicine, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, People’s Republic of China
| | - Ning Ding
- Department of Emergency Medicine, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, People’s Republic of China
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8
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Prakash GT, Dhewle P, Bose SC, Kandibendla V. Non-ST Elevation Myocardial Infarction in Patients With Hypertensive Emergency. Cureus 2024; 16:e63783. [PMID: 39099900 PMCID: PMC11297349 DOI: 10.7759/cureus.63783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/28/2024] [Indexed: 08/06/2024] Open
Abstract
Background Hypertensive emergencies represent high-cardiovascular-risk situations defined by severe increases in blood pressure. The prevalence of hypertension in non-ST elevation myocardial infarction (NSTEMI) is higher compared to STEMI and there is a lack of studies on NSTEMI patients with hypertensive emergencies. Patients with diabetes exhibited a higher rate of hypertensive emergencies. This study's primary aim was to investigate the coronary artery disease profile in hypertensive emergency patients with NSTEMI, and the secondary aim was to determine the impact of diabetes on the development of hypertensive emergencies. Methodology A total of 100 patients with NSTEMI and hypertensive emergency presenting to the hospital were enrolled in the study. The duration of the study was 24 months. The patients were also sub-grouped into diabetic and nondiabetic. Baseline characteristics were noted, and coronary angiogram and renal angiogram were also done. Based on variables, the chi-square test and t-test were employed to assess the significance. P-value < 0.05 was considered statistically significant. Results The mean age at presentation for patients with NSTEMI and hypertensive emergency was 58 years. Patients consuming alcohol were slightly higher (28, 28%) than those who smoked (23, 23%). Among all, 48 (48%) patients had diabetes. When considering the number of vessels, diabetic patients had more single-vessel diseases (18, 37.5%) and nondiabetic patients had more double-vessel diseases (15, 28.8%). The mean ejection fraction of the diabetic group was 56.1% ± 6.8% and the nondiabetic group was 54.2% ± 7.7%. Among all the patients, 52 (62.6%) used combination drugs, while 39 (46.9%) were on defaulter drugs. Conclusions Several risk factors like age, smoking, alcohol, and nonadherence to drugs were found to have an association with the occurrence of hypertensive emergency. Diabetes was found to be significantly associated with unfavorable coronary anatomy among the population.
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Affiliation(s)
| | - Prafull Dhewle
- Department of Cardiology, Shrikrishna Hrudayalaya Hospital, Nagpur, IND
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9
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Felix B, Aldoohan F, Kadirage HU, Keelathara Sajeev S, Kayani M, Hag Saeed MAI, Vempatapu S, Nasim K, Pendem H, Armenta AP, Nazir Z. Assessment of the Impact of Comorbidities on Outcomes in Non-ST Elevation Myocardial Infarction (NSTEMI) Patients: A Narrative Review. Cureus 2024; 16:e65568. [PMID: 39192929 PMCID: PMC11348641 DOI: 10.7759/cureus.65568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2024] [Indexed: 08/29/2024] Open
Abstract
Non-ST-segment elevation myocardial infarction (NSTEMI) is associated with significant morbidity and mortality, occurring when the heart's need for oxygen cannot be met. It is defined by elevated cardiac biomarkers without ST-segment elevation and often carries a poorer prognosis than most ST-segment elevation events. NSTEMI usually results from severe coronary artery narrowing, transient occlusion, or microembolization of thrombus/atheromatous material. Patients with NSTEMI often have multiple comorbidities, which can worsen their prognosis and complicate treatment. This study aims to investigate the impact of comorbidities such as hypertension (HTN), diabetes mellitus (DM), chronic obstructive pulmonary disease (COPD), obesity, dyslipidemia, and smoking on patients with NSTEMI. The prevalence of each comorbidity is examined individually within the NSTEMI population to provide a clearer picture of how frequently these conditions co-occur with NSTEMI and how they affect the established NSTEMI treatment protocols. This paper sheds light on the interaction between NSTEMI and commonly associated comorbidities through a comprehensive literature review and data analysis. This is critical for optimizing clinical decision-making and enhancing patient care, ultimately improving outcomes in this high-risk patient population.
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Affiliation(s)
- Bryan Felix
- Medical Student, Avalon University School of Medicine, Los Angeles, USA
| | - Fawaz Aldoohan
- Internal Medicine, American Academy of Research and Academics, Delaware, USA
| | | | | | - Maryam Kayani
- Cardiology, Shifa College of Medicine, Shifa Tameer-e-Millat University, Islamabad, PAK
| | | | - Sruthi Vempatapu
- Internal Medicine, Nandamuri Taraka Rama Rao (NTR) University of Health Sciences, Hyderabad, IND
| | - Khadija Nasim
- Medicine, Jinnah Sindh Medical University, Karachi, PAK
| | - Harini Pendem
- Internal Medicine, Chalmeda Anand Rao Institute of Medical Sciences, Karimnagar, IND
| | - Annia P Armenta
- Internal Medicine, Universidad Autónoma de Guadalajara, Guadalajara, MEX
| | - Zahra Nazir
- Internal Medicine, Combined Military Hospital (CMH), Quetta, PAK
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10
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Hosseini K, Khalaji A, Behnoush AH, Soleimani H, Mehrban S, Amirsardari Z, Najafi K, Fathian Sabet M, Hosseini Mohammadi NS, Shojaei S, Masoudkabir F, Aghajani H, Mehrani M, Razjouyan H, Hernandez AV. The association between metabolic syndrome and major adverse cardiac and cerebrovascular events in patients with acute coronary syndrome undergoing percutaneous coronary intervention. Sci Rep 2024; 14:697. [PMID: 38184738 PMCID: PMC10771421 DOI: 10.1038/s41598-024-51157-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 01/01/2024] [Indexed: 01/08/2024] Open
Abstract
Metabolic syndrome (MetS) poses an additional risk for the development of coronary artery disease and major adverse cardiac and cerebrovascular events (MACCE). In this study, we investigated the association between MetS and its components and MACCE after percutaneous coronary intervention (PCI) in patients with acute coronary syndrome (ACS). The presence of MetS was calculated at baseline using the NCEP-ATP III criteria. The primary outcome was MACCE and its components were secondary outcomes. Unadjusted and adjusted Cox Regression models were used to calculate hazard ratios (HRs) and 95% confidence intervals (CI) of the association between MetS or its components and MACCE and its components. A total of 13,459 ACS patients who underwent PCI (MetS: 7939 and non-MetS: 5520) with a mean age of 62.7 ± 11.0 years (male: 72.5%) were included and median follow-up time was 378 days. Patients with MetS had significantly higher MACCE risk (adjusted HR [aHR] 1.22, 95% CI 1.08-1.39). The only component of MACCE that exhibited a significantly higher incidence in MetS patients was myocardial infarction (aHR 1.43, 95% CI 1.15-1.76). MetS components that were significantly associated with a higher incidence of MACCE were hypertension and impaired fasting glucose. Having three MetS components did not increase MACCE (aHR 1.12, 95% CI 0.96-1.30) while having four (aHR 1.32, 95% CI 1.13-1.55) or five (aHR 1.42, 95% CI 1.15-1.75) MetS components was associated with a higher incidence of MACCE. MetS was associated with a higher risk of MACCE in ACS patients undergoing PCI. Among MACCE components, myocardial infarction was significantly higher in patients with MetS. Impaired fasting glucose and hypertension were associated with a higher risk of MACCE. Identifying these patterns can guide clinicians in choosing appropriate preventive measures.
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Affiliation(s)
- Kaveh Hosseini
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Amirmohammad Khalaji
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Hossein Behnoush
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
| | - Hamidreza Soleimani
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Saghar Mehrban
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Amirsardari
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Cardiogenetic Research Center, Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Kimia Najafi
- Hakim Children Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Negin Sadat Hosseini Mohammadi
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Shayan Shojaei
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Farzad Masoudkabir
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Hassan Aghajani
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehdi Mehrani
- Cardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Tehran Heart Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Hadie Razjouyan
- Department of Medicine, Penn State College of Medicine, Hershey, PA, USA
| | - Adrian V Hernandez
- Health Outcomes, Policy, and Evidence Synthesis (HOPES) Group, University of Connecticut School of Pharmacy, Storrs, CT, USA
- Unidad de Revisiones Sistemáticas y Meta-Análisis (URSIGET), Vicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima, Peru
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Yu W, Yang L, Zhang F, Liu B, Shi Y, Wang J, Shao X, Chen Y, Yang X, Wang Y. Machine learning to predict hemodynamically significant CAD based on traditional risk factors, coronary artery calcium and epicardial fat volume. J Nucl Cardiol 2023; 30:2593-2606. [PMID: 37434084 DOI: 10.1007/s12350-023-03333-0] [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: 01/31/2023] [Accepted: 06/15/2023] [Indexed: 07/13/2023]
Abstract
We sought to establish an explainable machine learning (ML) model to screen for hemodynamically significant coronary artery disease (CAD) based on traditional risk factors, coronary artery calcium (CAC) and epicardial fat volume (EFV) measured from non-contrast CT scans. 184 symptomatic inpatients who underwent Single Photon Emission Computed Tomography/Myocardial Perfusion Imaging (SPECT/MPI) and Invasive Coronary Angiography (ICA) were enrolled. Clinical and imaging features (CAC and EFV) were collected. Hemodynamically significant CAD was defined when coronary stenosis severity ≥ 50% with a matched reversible perfusion defect in SPECT/MPI. Data was randomly split into a training cohort (70%) on which five-fold cross-validation was done and a test cohort (30%). The normalized training phase was preceded by the selection of features using recursive feature elimination (RFE). Three ML classifiers (LR, SVM, and XGBoost) were used to construct and choose the best predictive model for hemodynamically significant CAD. An explainable approach based on ML and the SHapley Additive exPlanations (SHAP) method was deployed to generate individual explanation of the model's decision. In the training cohort, hemodynamically significant CAD patients had significantly higher age, BMI and EFV, higher proportions of hypertension and CAC comparing with controls (P all < .05). In the test cohorts, hemodynamically significant CAD had significantly higher EFV and higher proportion of CAC. EFV, CAC, diabetes mellitus (DM), hypertension, and hyperlipidemia were the highest ranking features by RFE. XGBoost produced better performance (AUC of 0.88) compared with traditional LR model (AUC of 0.82) and SVM (AUC of 0.82) in the training cohort. Decision Curve Analysis (DCA) demonstrated that XGBoost model had the highest Net Benefit index. Validation of the model also yielded a favorable discriminatory ability with the AUC, sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and accuracy of 0.89, 68.0%, 96.8%, 94.4%, 79.0% and 83.9% in the XGBoost model. A XGBoost model based on EFV, CAC, hypertension, DM and hyperlipidemia to assess hemodynamically significant CAD was constructed and validated, which showed favorable predictive value. ML combined with SHAP can offer a transparent explanation of personalized risk prediction, enabling physicians to gain an intuitive understanding of the impact of key features in the model.
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Affiliation(s)
- Wenji Yu
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China
| | - Le Yang
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China
| | - Feifei Zhang
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China
| | - Bao Liu
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China
| | - Yunmei Shi
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China
| | - Jianfeng Wang
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China
| | - Xiaoliang Shao
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China
| | - Yongjun Chen
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Xiaoyu Yang
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Yuetao Wang
- Department of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, Institute of Clinical Translation of Nuclear Medicine and Molecular Imaging, Soochow University, No.185, Juqian Street, Changzhou, 213003, Jiangsu, China.
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12
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Davies A, Wenzl FA, Li XS, Winzap P, Obeid S, Klingenberg R, Mach F, Räber L, Muller O, Matter CM, Laaksonen R, Wang Z, Hazen SL, Lüscher TF. Short and medium chain acylcarnitines as markers of outcome in diabetic and non-diabetic subjects with acute coronary syndromes. Int J Cardiol 2023; 389:131261. [PMID: 37574027 DOI: 10.1016/j.ijcard.2023.131261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 07/27/2023] [Accepted: 08/10/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND Carnitine metabolism produces numerous molecular species of short-, medium-, and long-chain acylcarnitines, which play important roles in energy homeostasis and fatty acid transport in the myocardium. Given that disturbances in the carnitine metabolism are linked to cardiometabolic disease, we studied the relationship of circulating acylcarnitines with outcomes in patients with acute coronary syndromes (ACS) and evaluated differences in circulating levels of these metabolites between diabetic and non-diabetic patients. METHODS Harnessing a prospective multicentre cohort study (SPUM-ACS; NCT01000701), we measured plasma levels of acylcarnitines, carnitine, and carnitine metabolites to assess their relationship with adjudicated major adverse cardiac events (MACE), defined as composite of myocardial infarction, stroke, clinically indicated revascularization, or death of any cause. The SPUM-ACS study enrolled patients presenting with ACS to Swiss University Hospitals between 2009 and 2012. Acetylcarnitine, octanoylcarnitine, proprionylcarnitine, butyrylcarnitine, pentanoylcarnitine, hexanoylcarnitine, carnitine, γ-butyrobetaine, and trimethylamine N-oxide were measured in plasma using stable isotope dilution high-performance liquid chromatography with online electrospray ionization tandem mass spectrometry. RESULTS A total of 1683 patients with ACS were included in the study. All measured metabolites except γ-butyrobetaine and carnitine were higher in diabetic subject (n = 294) than in non-diabetic subjects (n = 1389). On univariate analysis, all metabolites, apart from octenoylcarnitine, were significantly associated with MACE at 1 year. After multivariable adjustment for established risk factors, acetylcarnitine remained an independent predictor of MACE at 1-year (quartile 4 vs. quartile 1, adjusted hazard ratio 2.06; 95% confidence interval 1.12-3.80, P = 0.020). CONCLUSION Circulating levels of acetylcarnitine independently predict residual cardiovascular risk in patients with ACS.
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Affiliation(s)
- Allan Davies
- Royal Brompton and Harefield Hospitals, London, UK
| | - Florian A Wenzl
- Center for Molecular Cardiology, University of Zurich, Switzerland
| | - Xinmin S Li
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Patric Winzap
- Center for Molecular Cardiology, University of Zurich, Switzerland
| | - Slayman Obeid
- Division of Cardiology, Department of Medicine, Aarau Cantonal Hospital, Aarau, Switzerland; Herzklinik Kreuzlingen, Kreuzlingen, Switzerland
| | - Roland Klingenberg
- Kerckhoff Heart and Thorax Center, Department of Cardiology, Kerckhoff-Klinik, Bad Nauheim, Germany; Campus of the Justus Liebig University of Giessen, Germany; DZHK (German Center for Cardiovascular Research), Partner Site Rhine-Main, Bad Nauheim, Germany
| | - François Mach
- Department of Cardiology, Hopital Universitaire de Geneve, Switzerland
| | - Lorenz Räber
- Department of Cardiology, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Olivier Muller
- Department of Cardiology, University Hospital of Lausanne, Lausanne, Switzerland
| | - Christian M Matter
- University Heart Center, Cardiology, University Hospital Zurich, Zurich, Switzerland
| | - Reijo Laaksonen
- Zora Biosciences Oy, Espoo, Finland; Department of Clinical Chemistry, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Faculty of Medicine and Health Technology, Finnish Cardiovascular Research Center Tampere, Tampere University, Tampere, Finland
| | - Zeneng Wang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Stanley L Hazen
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA; Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Thomas F Lüscher
- Royal Brompton and Harefield Hospitals, London, UK; Center for Molecular Cardiology, University of Zurich, Switzerland; National Heart and Lung Institute, Imperial College, London, UK; School of Cardiovascular Medicine and Sciences, Kings College London, London, UK.
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13
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Stătescu C, Anghel L, Benchea LC, Tudurachi BS, Leonte A, Zăvoi A, Zota IM, Prisacariu C, Radu R, Șerban IL, Sascău RA. A Systematic Review on the Risk Modulators of Myocardial Infarction in the "Young"-Implications of Lipoprotein (a). Int J Mol Sci 2023; 24:ijms24065927. [PMID: 36983001 PMCID: PMC10051886 DOI: 10.3390/ijms24065927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/18/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
The presence of a myocardial infarction at a younger age is of special interest, considering the psychological and socioeconomic impact, as well as long-term morbidity and mortality. However, this group has a unique risk profile, with less traditional cardiovascular risk factors that are not well studied. This systematic review aims to evaluate traditional risk factors of myocardial infarction in the "young", highlighting the clinical implications of lipoprotein (a). We performed a comprehensive search using Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) standards; we systematically searched the PubMed, EMBASE, and Science Direct Scopus databases, using the terms: "myocardial infarction", "young", "lipoprotein (a)", "low-density lipoprotein", "risk factors". The search identified 334 articles which were screened, and, at the end, 9 original research articles regarding the implications of lipoprotein (a) in myocardial infarction in the "young" were included in the qualitative synthesis. Elevated lipoprotein (a) levels were independently associated with an increased risk of coronary artery disease, especially in young patients, where this risk increased by threefold. Thus, it is recommended to measure the lipoprotein (a) levels in individuals with suspected familial hypercholesterolaemia or with premature atherosclerotic cardiovascular disease and no other identifiable risk factors, in order to identify patients who might benefit from a more intensive therapeutic approach and follow-up.
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Affiliation(s)
- Cristian Stătescu
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Larisa Anghel
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Laura-Cătălina Benchea
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Bogdan-Sorin Tudurachi
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Andreea Leonte
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Alexandra Zăvoi
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Ioana Mădălina Zota
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Cristina Prisacariu
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | - Rodica Radu
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
| | | | - Radu Andy Sascău
- Internal Medicine Department, "Grigore T. Popa" University of Medicine and Pharmacy, 700503 Iași, Romania
- Cardiology Department, Cardiovascular Diseases Institute "Prof. Dr. George I. M. Georgescu", 700503 Iași, Romania
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Lipoprotein a Combined with Fibrinogen as an Independent Predictor of Long-Term Prognosis in Patients with Acute Coronary Syndrome: A Multi-Center Retrospective Study. J Cardiovasc Dev Dis 2022; 9:jcdd9100322. [PMID: 36286274 PMCID: PMC9604333 DOI: 10.3390/jcdd9100322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/15/2022] [Accepted: 09/20/2022] [Indexed: 11/20/2022] Open
Abstract
Background: Patients with acute coronary syndrome (ACS) still have a high risk of recurrence of major adverse cardiovascular and cerebrovascular events (MACCE). However, there are rare studies on the prediction of MACCE in patients with ACS using lipoprotein a [Lp(a)] combined with fibrinogen. The aim of this study was to analyze the predictive value of Lp(a) combined with fibrinogen for the long-term prognosis of patients with ACS. Methods: 804 patients with ACS admitted to 11 tertiary general hospitals in Chengdu from January 2017 to June 2019 were included in the study. According to the Lp(a) 300 mg/L, patients were assigned to the non-high Lp(a) group and high Lp(a) group. Patients were assigned to the non-high or high fibrinogen groups using the fibrinogen level of 3.08 g/L. Subsequently, patients were divided into group A, B, or C by Lp(a) combined with fibrinogen. The study endpoints were MACCE, including all-cause death, non-fatal myocardial infarction, non-fatal stroke, and revascularization. The incidences of MACCE among groups were compared. Lp(a), fibrinogen, Lp(a) combined with fibrinogen classifications were each added into the basic model to construct three new models. The C-index, net reclassification index (NRI) and integrated discrimination improvement (IDI) of the three new models were then compared. Results: The median follow-up was 16 months. During follow-up, the cumulative incidence of MACCE in group C was significantly higher than that measured in group A and B (p < 0.001). The results of the multivariate Cox regression analysis of MACCE showed that Lp(a) ≥300 mg/L with fibrinogen ≥3.08 g/L was an independent predictor of MACCE. According to the GRACE score and the statistical analyses, the basic model was constructed, which had a C-index of 0.694. The C-index, NRI, and IDI of the new model constructed using the basic model + Lp(a) combined with fibrinogen classification were 0.736, 0.095, and 0.094 respectively. Conclusions: Single Lp(a), single fibrinogen and Lp(a) combined with fibrinogen were independent predictors of MACCE in patients with ACS. The predictive value of Lp(a) combined with fibrinogen in patients with ACS was better than that of single Lp(a) and single fibrinogen.
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Jabali MS, Sadeghi M, Nabovati E, Sarrafzadegan N, Farzandipour M. Determination of Characteristics and Data Elements requirements in National Acute Coronary Syndrome Registries for Post-discharge Follow-up. Curr Probl Cardiol 2022:101244. [DOI: 10.1016/j.cpcardiol.2022.101244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/05/2022] [Accepted: 05/06/2022] [Indexed: 11/03/2022]
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Vancheri C, Morini E, Prandi FR, Alkhoury E, Celotto R, Romeo F, Novelli G, Amati F. Two RECK Splice Variants (Long and Short) Are Differentially Expressed in Patients with Stable and Unstable Coronary Artery Disease: A Pilot Study. Genes (Basel) 2021; 12:genes12060939. [PMID: 34205376 PMCID: PMC8234100 DOI: 10.3390/genes12060939] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 06/10/2021] [Accepted: 06/15/2021] [Indexed: 12/12/2022] Open
Abstract
Primary prevention is crucial for coronary heart disease (CAD) and the identification of new reliable biomarkers might help risk stratification or predict adverse coronary events. Alternative splicing (AS) is a less investigated genetic factors implicated in CAD etiology. We performed an RNA-seq study on PBMCs from CAD patients and control subjects (CTR) and observed 113 differentially regulated AS events (24 up and 89 downregulated) in 86 genes. The RECK (Reversion-inducing-cysteine-rich protein with Kazal motifs) gene was further analyzed in a larger case study (24 CTR subjects, 72 CAD and 32 AMI patients) for its Splicing-Index FC (FC = −2.64; p = 0.0217), the AS event involving an exon (exon 18), and its role in vascular inflammation and remodeling. We observed a significant downregulation of Long RECK splice variant (containing exon 18) in PBMCs of AMI compared to CTR subjects (FC = −3.3; p < 0.005). Interestingly, the Short RECK splice variant (lacking exon 18) was under-expressed in AMI compared to both CTR (FC = −4.5; p < 0.0001) and CAD patients (FC = −4.2; p < 0.0001). A ROC curve, constructed combining Long and Short RECK expression data, shows an AUC = 0.81 (p < 0.001) to distinguish AMI from stable CAD patients. A significant negative correlation between Long RECK and triglycerides in CTR group and a positive correlation in the AMI group was found. The combined evaluation of Long and Short RECK expression levels is a potential genomic biomarker for the discrimination of AMI from CAD patients. Our results underline the relevance of deeper studies on the expression of these two splice variants to elucidate their functional role in CAD development and progression.
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Affiliation(s)
- Chiara Vancheri
- Genetics Unit, Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, 00133 Rome, Italy; (C.V.); (E.M.); (G.N.)
| | - Elena Morini
- Genetics Unit, Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, 00133 Rome, Italy; (C.V.); (E.M.); (G.N.)
| | - Francesca Romana Prandi
- Unit of Cardiology, University Hospital “Tor Vergata”, 00133 Rome, Italy; (F.R.P.); (E.A.); (R.C.); (F.R.)
| | - Elie Alkhoury
- Unit of Cardiology, University Hospital “Tor Vergata”, 00133 Rome, Italy; (F.R.P.); (E.A.); (R.C.); (F.R.)
| | - Roberto Celotto
- Unit of Cardiology, University Hospital “Tor Vergata”, 00133 Rome, Italy; (F.R.P.); (E.A.); (R.C.); (F.R.)
| | - Francesco Romeo
- Unit of Cardiology, University Hospital “Tor Vergata”, 00133 Rome, Italy; (F.R.P.); (E.A.); (R.C.); (F.R.)
- Unicamillus International Medical University, 00131 Rome, Italy
| | - Giuseppe Novelli
- Genetics Unit, Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, 00133 Rome, Italy; (C.V.); (E.M.); (G.N.)
- Medical Genetics Laboratories, Tor Vergata University Hospital, PTV, 00133 Rome, Italy
- Neuromed IRCCS Institute, 86077 Pozzilli, Italy
- School of Medicine, Reno University of Nevada, Reno, NV 1664, USA
| | - Francesca Amati
- Genetics Unit, Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, 00133 Rome, Italy; (C.V.); (E.M.); (G.N.)
- Department for the Promotion of Human Science and Quality of Life, University San Raffaele, 00166 Rome, Italy
- Correspondence:
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Jiang C, Wu S, Wang M, Zhao X, Li H. J-curve relationship between admission SBP and 2-year cardiovascular mortality in older patients admitted for acute coronary syndrome. J Hypertens 2021; 39:926-934. [PMID: 33201050 PMCID: PMC8048722 DOI: 10.1097/hjh.0000000000002737] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 10/17/2020] [Accepted: 11/07/2020] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To investigate the relationship between admission SBP and subsequent cardiovascular and all-cause mortality in older patients hospitalized for acute coronary syndrome (ACS). METHODS This is a retrospective observational study. Data from the CBD Bank (Cardiovascular Center Beijing Friendship Hospital Database Bank) were used to analyze the cardiovascular and all-cause mortality during hospitalization and over the follow-up period in relation to admission SBP among patients aged at least 65 years admitted for ACS from December 2012 through July 2019. Results were presented according to SBP quartiles: Q1, less than 120 mmHg; Q2, from 120 to 129 mmHg; Q3, from 130 to 143 mmHg; and Q4, at or above 144 mmHg. RESULTS A total of 6785 patients were included in this cohort study. Mean (SD) patient age was 74.0 (6.5) years, and 47.6% were women. Mean (SD) follow-up time was 2.54 (1.82) years. A nonlinear relation was observed between SBP at admission and cardiovascular and all-cause mortality during hospitalization and over the follow-up period using restricted cubic splines. After adjustment for potential confounders, patients in Q1 had higher risk for 2-year cardiovascular death by Cox proportional hazard model compared with patients in Q2 [hazard ratio, 1.58; 95% confidence interval (CI), 1.12-2.21, P = 0.009], whereas patients in Q3 or Q4 exhibited a trend towards increased risk for 2-year cardiovascular death (hazard ratio, 1.33, 95% CI, 0.95-1.86, P = 0.094, for Q3 vs. Q2; and hazard ratio, 1.28, 95% CI, 0.91-1.82, P = 0.160, for Q4 vs. Q2). Meanwhile, when compared with patients in Q1, patients in Q2 had lower risk for 2-year cardiovascular death (hazard ratio, 0.64; 95% CI, 0.45-0.89, P = 0.009) whereas patients in Q3 or Q4 had similar risk for cardiovascular death (hazard ratio, 0.85, 95% CI, 0.63-1.14, P = 0.272, for Q3 vs. Q1; and hazard ratio, 0.82, 95% CI, 0.59-1.13, P = 0.221, for Q4 vs. Q1). However, low-admission SBP was not an independent predictor of 2-year all-cause mortality in this population. CONCLUSION Among patients aged at least 65 years admitted for ACS, there is a J-curve relationship between supine admission SBP and risk for 2-year cardiovascular death, with a nadir at 120-129 mmHg.
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Affiliation(s)
| | - Shanshan Wu
- National Clinical Research Center for Digestive Diseases
| | - Man Wang
- Department of Cardiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Xueqiao Zhao
- Clinical Atherosclerosis Research Laboratory, Division of Cardiology, University of Washington, Seattle, USA
| | - Hongwei Li
- Department of Internal Medicine and Geriatrics
- Department of Cardiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Metabolic Disorder Related Cardiovascular Disease, Beijing, China
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Pei J, Wang X, Xing Z, Chen P, Su W, Deng S, Hu X. Association between admission systolic blood pressure and major adverse cardiovascular events in patients with acute myocardial infarction. PLoS One 2020; 15:e0234935. [PMID: 32559257 PMCID: PMC7304596 DOI: 10.1371/journal.pone.0234935] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 06/04/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Several studies have previously demonstrated that higher systolic blood pressure level means lower risk of adverse cardiovascular outcomes. However, there is a lack of further investigation into the nonlinear relationship between admission systolic blood pressure (SBP) and adverse outcomes of acute myocardial infarction (AMI) patients. OBJECTIVES The aim of this study was to investigate the specific relationship between admission SBP and incidence of major adverse cardiovascular events (MACE) in 30 days for AMI patients. METHODS AND RESULTS Using data from the ACS-QUIK trial, we analyzed 21,364 patients from Kerala, India. In univariate linear-regression model, the OR was 0.90 per 10mmHg, the confidence interval (CI) was 95% (0.87-0.92) and P < 0.0001. The generalized additive model (GAM) showed a nearly U-shaped curve between admission SBP and MACE. Using a two-piecewise linear regression model, we calculated an inflection point of 159 mmHg. We found that the higher admission SBP is associated with lower incidence of MACE of AMI patients. In addition, subgroups with different LVEF have distinct effects on blood pressure-related outcomes. Lower SBP has a greater risk when LVEF < 40%. CONCLUSION The present study revealed the U-shaped relationship between admission SBP and the risk of adverse cardiovascular outcome. The admission SBP could be a marker to provide clinical assessment and treatment. TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT02256657.
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Affiliation(s)
- Junyu Pei
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hu'nan, China
| | - Xiaopu Wang
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hu'nan, China
| | - Zhenhua Xing
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hu'nan, China
| | - Pengfei Chen
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hu'nan, China
| | - Wen Su
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hu'nan, China
| | - Simin Deng
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hu'nan, China
| | - Xinqun Hu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hu'nan, China
- * E-mail:
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19
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Kostis JB. Blood pressure levels for patients with acute coronary syndromes. J Clin Hypertens (Greenwich) 2019; 21:1144. [PMID: 31301109 DOI: 10.1111/jch.13620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- John B Kostis
- Cardiovascular Institute, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
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