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Musialek P, Bonati LH, Bulbulia R, Halliday A, Bock B, Capoccia L, Eckstein HH, Grunwald IQ, Lip PL, Monteiro A, Paraskevas KI, Podlasek A, Rantner B, Rosenfield K, Siddiqui AH, Sillesen H, Van Herzeele I, Guzik TJ, Mazzolai L, Aboyans V, Lip GYH. Stroke risk management in carotid atherosclerotic disease: a clinical consensus statement of the ESC Council on Stroke and the ESC Working Group on Aorta and Peripheral Vascular Diseases. Cardiovasc Res 2025; 121:13-43. [PMID: 37632337 DOI: 10.1093/cvr/cvad135] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 08/20/2023] [Accepted: 08/21/2023] [Indexed: 08/28/2023] Open
Abstract
Carotid atherosclerotic disease continues to be an important cause of stroke, often disabling or fatal. Such strokes could be largely prevented through optimal medical therapy and carotid revascularization. Advancements in discovery research and imaging along with evidence from recent pharmacology and interventional clinical trials and registries and the progress in acute stroke management have markedly expanded the knowledge base for clinical decisions in carotid stenosis. Nevertheless, there is variability in carotid-related stroke prevention and management strategies across medical specialities. Optimal patient care can be achieved by (i) establishing a unified knowledge foundation and (ii) fostering multi-specialty collaborative guidelines. The emergent Neuro-Vascular Team concept, mirroring the multi-disciplinary Heart Team, embraces diverse specializations, tailors personalized, stratified medicine approaches to individual patient needs, and integrates innovative imaging and risk-assessment biomarkers. Proposed approach integrates collaboration of multiple specialists central to carotid artery stenosis management such as neurology, stroke medicine, cardiology, angiology, ophthalmology, vascular surgery, endovascular interventions, neuroradiology, and neurosurgery. Moreover, patient education regarding current treatment options, their risks and advantages, is pivotal, promoting patient's active role in clinical care decisions. This enables optimization of interventions ranging from lifestyle modification, carotid revascularization by stenting or endarterectomy, as well as pharmacological management including statins, novel lipid-lowering and antithrombotic strategies, and targeting inflammation and vascular dysfunction. This consensus document provides a harmonized multi-specialty approach to multi-morbidity prevention in carotid stenosis patients, based on comprehensive knowledge review, pinpointing research gaps in an evidence-based medicine approach. It aims to be a foundational tool for inter-disciplinary collaboration and prioritized patient-centric decision-making.
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Affiliation(s)
- Piotr Musialek
- Jagiellonian University Department of Cardiac and Vascular Diseases, St. John Paul II Hospital, ul. Pradnicka 80, 31-202 Krakow, Poland
| | | | - Richard Bulbulia
- Medical Research Council Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Roosevelt Drive, Oxford OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Roosevelt Drive, Oxford OX3 7LF, UK
| | - Alison Halliday
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Roosevelt Drive, Oxford OX3 7LF, UK
| | | | - Laura Capoccia
- Department of Surgery 'Paride Stefanini', Policlinico Umberto I, 'Sapienza' University of Rome, Rome, Italy
| | - Hans-Henning Eckstein
- Department for Vascular and Endovascular Surgery, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Iris Q Grunwald
- Department of Radiology, Ninewells Hospital, University of Dundee, Dundee, UK
- Tayside Innovation MedTech Ecosystem (TIME), Division of Imaging Science and Technology, University of Dundee, Dundee, UK
| | | | - Andre Monteiro
- Department of Neurosurgery, Gates Vascular Institute at Kaleida Health, Buffalo, NY, USA
| | | | - Anna Podlasek
- Tayside Innovation MedTech Ecosystem (TIME), Division of Imaging Science and Technology, University of Dundee, Dundee, UK
- Division of Radiological and Imaging Sciences, University of Nottingham, Nottingham, UK
| | - Barbara Rantner
- Vascular Surgery Department, Ludwig Maximilian University Hospital, Campus Grosshadern, Munich, Germany
| | | | - Adnan H Siddiqui
- Department of Radiology, Jacobs School of Medicine and Biomedical Sciences, and Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, NY, USA
- Jacobs Institute, Buffalo, NY, USA
| | - Henrik Sillesen
- Department of Vascular Surgery, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Isabelle Van Herzeele
- Department of Thoracic and Vascular Surgery, Ghent University Hospital, Ghent, Belgium
| | - Tomasz J Guzik
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- Department of Internal Medicine, Jagiellonian University Collegium Medicum, Krakow, Poland
| | - Lucia Mazzolai
- Department of Angiology, University Hospital Lausanne, Lausanne, Switzerland
| | - Victor Aboyans
- Department of Cardiology, CHRU Dupuytren Limoges, Limoges, France
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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Poorthuis MH, Hageman SH, Fiolet AT, Kappelle LJ, Bots ML, Steg PG, Visseren FL, Bhatt DL, de Borst GJ. Prediction of Severe Baseline Asymptomatic Carotid Stenosis and Subsequent Risk of Stroke and Cardiovascular Disease. Stroke 2024; 55:2632-2640. [PMID: 39319460 PMCID: PMC11518973 DOI: 10.1161/strokeaha.123.046894] [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: 02/14/2024] [Revised: 07/09/2024] [Accepted: 07/17/2024] [Indexed: 09/26/2024]
Abstract
BACKGROUND Risk models to identify patients at high risk of asymptomatic carotid artery stenosis (ACAS) can help in selecting patients for screening, but long-term outcomes in these patients are unknown. We assessed the diagnostic and prognostic value of the previously published Prevalence of ACAS (PACAS) risk model to detect ACAS at baseline and to predict subsequent risk of stroke and cardiovascular disease (CVD) during follow-up. METHODS We validated the discrimination and calibration of the PACAS risk model to detect severe (≥70% narrowing) ACAS with patients from the Reduction of Atherothrombosis for Continued Health registry. We subsequently calculated the incidence rates of stroke and CVD (fatal and nonfatal stroke or myocardial infarction or vascular death) during follow-up in 4 risk groups (low, medium, high, and very high, corresponding to sum scores of ≤9, 10-13, 14-17, and ≥18, respectively). RESULTS Among 26 384 patients, aged between 45 and 80 years, without prior carotid procedures, 1662 (6.3%) had severe baseline ACAS. During ≈70 000 patient-years of follow-up, 1124 strokes and 2484 CVD events occurred. Discrimination of the PACAS model was 0.67 (95% CI, 0.65-0.68), and calibration showed adequate concordance between predicted and observed risks of severe baseline ACAS after recalibration. Significantly higher incidence rates of stroke (Ptrend<0.011) and CVD (Ptrend<0.0001) during follow-up were found with increasing PACAS risk groups. Among patients with high PACAS sum score of ≥14 (corresponding to 27.7% of all patients), severe baseline ACAS prevalence was 11.4%. In addition, 56.6% of incident strokes and 64.9% of incident CVD events occurred in this group. CONCLUSIONS The PACAS risk model can reliably identify patients at high risk of severe baseline ACAS. Incidence rates of stroke and CVD during follow-up were significantly higher in patients with high PACAS sum scores. Selective screening of patients with high PACAS sum scores may help to prevent future stroke or CVD.
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Affiliation(s)
- Michiel H.F. Poorthuis
- Department of Neurology (M.H.F.P., L.J.K.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Steven H.J. Hageman
- Department of Vascular Medicine (S.H.J.H., F.L.J.V.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Aernoud T.L. Fiolet
- Department of Cardiology (A.T.L.F.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - L. Jaap Kappelle
- Department of Neurology (M.H.F.P., L.J.K.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Michiel L. Bots
- Julius Center for Health Sciences and Primary Care (M.L.B.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Ph. Gabriel Steg
- Université Paris-Cité, INSERM-UMR1148, F-75018, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, French Alliance for Cardiovascular Trials, France (P.G.S.)
- Institut Universitaire de France, Paris (P.G.S.)
| | - Frank L.J. Visseren
- Department of Vascular Medicine (S.H.J.H., F.L.J.V.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Deepak L. Bhatt
- Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, New York, NY (D.L.B.)
| | - Gert J. de Borst
- Department of Vascular Surgery (G.J.B.), University Medical Center Utrecht, Utrecht University, the Netherlands
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Musialek P, Rosenfield K, Siddiqui AH, Grunwald IQ. Carotid Stenosis and Stroke: Medicines, Stents, Surgery-"Wait-and-See" or Protect? Thromb Haemost 2024; 124:815-827. [PMID: 36170885 PMCID: PMC11349427 DOI: 10.1055/a-1952-1159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 09/27/2022] [Indexed: 10/14/2022]
Affiliation(s)
- Piotr Musialek
- Department of Cardiac and Vascular Diseases, Jagiellonian University, Krakow, Poland
- John Paul II Hospital Stroke Thrombectomy-Capable Centre, Krakow, Poland
| | - Kenneth Rosenfield
- Division of Cardiology, Vascular Medicine and Intervention Section, Massachusetts General Hospital, Boston, United States
| | - Adnan H. Siddiqui
- Departments of Neurosurgery and Radiology, School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States
- Jacobs Institute, Buffalo, New York, United States
- Department of Neurosurgery, Gates Vascular Institute Kaleida Health, Buffalo, New York, United States
| | - Iris Q. Grunwald
- Department of Radiology, Ninewells Hospital, Chair of Neuroradiology, University of Dundee, Dundee, Scotland, United Kingdom
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Zhu J, Jhang J, Yu H, Mushlin AI, Kamel H, Alemayehu N, Giardina JC, Gupta A, Pandya A. Cost-Effectiveness of Screening Asymptomatic Carotid Stenosis by Atherosclerotic Cardiovascular Risk. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.11.28.23299146. [PMID: 38798437 PMCID: PMC11118553 DOI: 10.1101/2023.11.28.23299146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Importance Extracranial internal carotid artery stenosis (50-99% arterial narrowing) is an important risk factor for ischemic stroke. Yet, the benefits and harms of targeted screening for asymptomatic carotid artery stenosis (ACAS) have not been assessed in population-based studies. Objective To estimate the cost-effectiveness of one-time, targeted ACAS screening stratified by atherosclerotic cardiovascular disease (ASCVD) risk using the American Heart Association's Pooled Cohort Equations. Design Setting and Participants We developed a lifetime microsimulation model of ACAS and stroke for a hypothetical cohort representative of US adults aged 50-80 years without stroke history. We used the Cardiovascular Health Study to estimate the probability and severity of ACAS based on individual characteristics (e.g., age, sex, smoking status, blood pressure, and cholesterol). Stroke risks were functions of these characteristics and ACAS severity. In the model, individuals testing positive for >70% stenosis with Duplex ultrasound and a confirmatory diagnostic test undergo revascularization, which may reduce the risk of stroke but also introduces complication risks. Diagnostic performance parameters, revascularization benefits and risks, utility weights, and costs were estimated from published sources. Cost-effectiveness was assessed from the health care sector perspective using a $100,000/quality-adjusted life year (QALY) threshold. Main Outcomes and Measures Estimated stroke events prevented, lifetime costs, QALYs, and incremental cost-effectiveness ratios (ICERs) associated with ACAS screening. Costs (2023 USD) and QALYs were discounted at 3% annually. Results We found that screening individuals with a 10-year ASCVD risk >30% was the most cost-effective strategy, with an ICER of $89,000/QALY. This strategy would make approximately 11.9% of the population eligible for screening, averting an estimated 24,084 strokes. Results were sensitive to variations in the efficacy and complication risk of revascularization. In probabilistic sensitivity analysis, screening those in lower ASCVD risk groups (0-20%) only had a 0.6% chance of being cost-effective. Conclusion and Relevance A one-time screening may only be cost-effective for adults at a relatively high ASCVD risk. Our findings provide a framework that can be adapted as future clinical trial data continue to improve our understanding of the role of revascularization and intensive medical therapy in contemporary stroke prevention secondary to carotid disease.
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Paraskevas KI, Dardik A, Schermerhorn ML, Liapis CD, Mansilha A, Lal BK, Gray WA, Brown MM, Myrcha P, Lavie CJ, Zeebregts CJ, Secemsky EA, Saba L, Blecha M, Gurevich V, Silvestrini M, Blinc A, Svetlikov A, Fernandes E Fernandes J, Schneider PA, Gloviczki P, White CJ, AbuRahma AF. Why selective screening for asymptomatic carotid stenosis is currently appropriate: a special report. Expert Rev Cardiovasc Ther 2024; 22:159-165. [PMID: 38480465 DOI: 10.1080/14779072.2024.2330660] [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: 11/08/2023] [Accepted: 03/11/2024] [Indexed: 03/19/2024]
Abstract
INTRODUCTION Two of the main reasons recent guidelines do not recommend routine population-wide screening programs for asymptomatic carotid artery stenosis (AsxCS) is that screening could lead to an increase of carotid revascularization procedures and that such mass screening programs may not be cost-effective. Nevertheless, selective screening for AsxCS could have several benefits. This article presents the rationale for such a program. AREAS COVERED The benefits of selective screening for AsxCS include early recognition of AsxCS allowing timely initiation of preventive measures to reduce future myocardial infarction (MI), stroke, cardiac death and cardiovascular (CV) event rates. EXPERT OPINION Mass screening programs for AsxCS are neither clinically effective nor cost-effective. Nevertheless, targeted screening of populations at high risk for AsxCS provides an opportunity to identify these individuals earlier rather than later and to initiate a number of lifestyle measures, risk factor modifications, and intensive medical therapy in order to prevent future strokes and CV events. For patients at 'higher risk of stroke' on best medical treatment, a prophylactic carotid intervention may be considered.
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Affiliation(s)
| | - Alan Dardik
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
- Department of Surgery, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Marc L Schermerhorn
- Department of Surgery, Division of Vascular and Endovascular Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Christos D Liapis
- Department of Vascular Surgery, Athens Vascular Research Center, Athens, Greece
| | - Armando Mansilha
- Faculty of Medicine of the University of Porto, Porto, Portugal
- Department of Angiology and Vascular Surgery, Hospital de S. Joao, Porto, Portugal
| | - Brajesh K Lal
- Department of Vascular Surgery, University of Maryland School of Medicine, Baltimore, USA
- Department of Vascular Surgery, Baltimore VA Medical Center, Baltimore, USA
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - Martin M Brown
- Stroke Research Centre, UCL Institute of Neurology, University College London, London, UK
| | - Piotr Myrcha
- Department of General and Vascular Surgery, Faculty of Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Carl J Lavie
- John Ochsner Heart and Vascular Institute, Ochsner Clinical School, The University of Queensland School of Medicine, New Orleans, LA, USA
| | - Clark J Zeebregts
- Department of Surgery (Division of Vascular Surgery), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Eric A Secemsky
- Smith Center for Outcomes Research, Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Luca Saba
- Department of Radiology, Azienda Ospedaliera Universitaria Di Cagliari, Cagliari, Italy
| | - Matthew Blecha
- Division of Vascular Surgery, Stritch School of Medicine, Loyola University Chicago, Chicago, IL, USA
| | - Victor Gurevich
- Center of Atherosclerosis and Lipid Disorders, Lab of Microangiopathic Mechanisms of Atherogenesis, Saint-Petersburg State University, Mechnikov, Saint-Petersburgh, Russia
| | - Mauro Silvestrini
- Neurological Clinic, Department of Experimental and Clinical Medicine, Marche Polytechnic University, Ancona, Italy
| | - Ales Blinc
- Department of Vascular Diseases, Division of Internal Medicine, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Alexei Svetlikov
- Division of Vascular & Endovascular Surgery, North-Western Scientific Clinical Center of Federal Medical Biological Agency, Department of Hospital Surgery, Saint-Petersburg State University, Saint-Petersburg, Russia
| | - Jose Fernandes E Fernandes
- Cardiovascular Center (CCUL), Faculty of Medicine University of Lisbon, Lisbon, Portugal
- Department of Vascular Surgery, Hospital da Luz Torres de Lisboa, Lisbon, Portugal
| | - Peter A Schneider
- Division of Vascular and Endovascular Surgery, University of California, San Francisco, CA, USA
| | - Peter Gloviczki
- Division of Vascular and Endovascular Surgery, Mayo Clinic, Rochester, MN, USA
| | - Christopher J White
- John Ochsner Heart and Vascular Institute, Ochsner Clinical School, The University of Queensland School of Medicine, New Orleans, LA, USA
| | - Ali F AbuRahma
- Department of Surgery, Division of Vascular and Endovascular Surgery, Charleston Area Medical Center/West Virginia University Health Sciences Center, Charleston, WV, USA
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Turnbull I, Camm CF, Halsey J, Du H, Bennett DA, Chen Y, Yu C, Sun D, Liu X, Li L, Chen Z, Clarke R. Correlates and consequences of atrial fibrillation in a prospective study of 25 000 participants in the China Kadoorie Biobank. EUROPEAN HEART JOURNAL OPEN 2024; 4:oeae021. [PMID: 38572088 PMCID: PMC10989653 DOI: 10.1093/ehjopen/oeae021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 02/08/2024] [Accepted: 02/15/2024] [Indexed: 04/05/2024]
Abstract
Aims The prevalence of atrial fibrillation (AF) is positively correlated with prior cardiovascular diseases (CVD) and CVD risk factors but is lower in Chinese than Europeans despite their higher burden of CVD. We examined the prevalence and prognosis of AF and other electrocardiogram (ECG) abnormalities in the China Kadoorie Biobank. Methods and results A random sample of 25 239 adults (mean age 59.5 years, 62% women) had a 12-lead ECG recorded and interpreted using a Mortara VERITAS™ algorithm in 2013-14. Participants were followed up for 5 years for incident stroke, ischaemic heart disease, heart failure (HF), and all CVD, overall and by CHA2DS2-VASc scores, age, sex, and area. Overall, 1.2% had AF, 13.6% had left ventricular hypertrophy (LVH), and 28.1% had ischaemia (two-thirds of AF cases also had ischaemia or LVH). The prevalence of AF increased with age, prior CVD, and levels of CHA₂DS₂-VASc scores (0.5%, 1.3%, 2.1%, 2.9%, and 4.4% for scores <2, 2, 3, 4, and ≥5, respectively). Atrial fibrillation was associated with two-fold higher hazard ratios (HR) for CVD (2.15; 95% CI, 1.71-2.69) and stroke (1.88; 1.44-2.47) and a four-fold higher HR for HF (3.79; 2.21-6.49). The 5-year cumulative incidence of CVD was comparable for AF, prior CVD, and CHA₂DS₂-VASc scores ≥ 2 (36.7% vs. 36.2% vs. 37.7%, respectively) but was two-fold greater than for ischaemia (19.4%), LVH (18.0%), or normal ECG (14.1%), respectively. Conclusion The findings highlight the importance of screening for AF together with estimation of CHA₂DS₂-VASc scores for prevention of CVD in Chinese adults.
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Affiliation(s)
- Iain Turnbull
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
| | - Christian Fielder Camm
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
| | - Jim Halsey
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
| | - Huaidong Du
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
| | - Derrick A Bennett
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
| | - Yiping Chen
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, Peking University, Beijing, China
- Department of Epidemiology and Biostatistics, Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
| | - Dianyianji Sun
- Department of Epidemiology and Biostatistics, Peking University, Beijing, China
- Department of Epidemiology and Biostatistics, Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
| | - Xiaohong Liu
- Medical Records Archive, Pengzhou Traditional Medicine Hospital, Penzhou, China
| | - Liming Li
- Department of Epidemiology and Biostatistics, Peking University, Beijing, China
- Department of Epidemiology and Biostatistics, Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases, Peking University, Beijing, China
| | - Zhengming Chen
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
| | - Robert Clarke
- Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, OX3 7LF, UK
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