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Sokhal BS, Matetić A, Marshall M, Twohig H, Shepherd T, Mallen CD, Mamas MA. 30-day unplanned readmission rates and causes in patients hospitalised for acute coronary syndrome based on DANish CoMorbidity index for Acute Myocardial Infarction score. Hellenic J Cardiol 2025:S1109-9666(25)00006-5. [PMID: 39909223 DOI: 10.1016/j.hjc.2025.01.006] [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: 11/11/2024] [Revised: 01/12/2025] [Accepted: 01/28/2025] [Indexed: 02/07/2025] Open
Abstract
OBJECTIVE This study aimed to investigate the association of the DANish CoMorbidity Index for Acute Myocardial Infarction (DANCAMI) score with 30-day unplanned readmission rates and causes in patients with acute coronary syndrome (ACS). METHODS Using the US National Readmission Database, all index hospitalisations with a principal diagnosis of ACS between October 2015 and December 2019 were stratified by their DANCAMI score using International Classification of Diseases-10th edition codes. Thirty-day unplanned readmission rates and causes were analysed, including the assessment of factors associated with readmission. Multivariable regression analyses were reported as adjusted odds ratios (aOR) with 95% confidence intervals (95% CI). RESULTS Of 2,066,328 ACS admissions, 173,304 (8.4%) had a DANCAMI score of 0, 602,640 (29.2%) had a DANCAMI score of 1-3, 327,046 (15.8%) had a DANCAMI score of 4-5, and 963,338 (46.6%) had a DANCAMI score ≥6. 189,240 (9.2%) had an unplanned readmission within 30 days. Patients with a higher DANCAMI score were more likely to be older and have an index presentation of non-ST-elevation ACS. A DANCAMI score ≥6 (aOR 1.30 95% CI 1.27-1.34), age (aOR 1.01 95% CI 1.01-1.01), female sex (aOR 1.09 95% CI 1.08-1.10), index ST-elevation ACS (aOR 1.03 95% CI 1.01-1.04), and atrial fibrillation (aOR 1.35 95% CI 1.33-1.37) were independently associated with readmission (all p < 0.001). Higher scores were associated with an increasing likelihood of readmission for non-cardiovascular causes. CONCLUSION Increased DANCAMI score was associated with higher readmissions in patients with ACS. The DANCAMI score could be a valuable tool to assess risk.
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Affiliation(s)
- Balamrit Singh Sokhal
- School of Medicine, Keele University, Keele, Staffordshire, United Kingdom; Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, United Kingdom; Royal Stoke University Hospital, University Hospitals North Midlands, Stoke-On-Trent, Staffordshire, United Kingdom
| | - Andrija Matetić
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, United Kingdom; Department of Cardiology, University Hospital of Split, Split, Croatia
| | - Michelle Marshall
- School of Medicine, Keele University, Keele, Staffordshire, United Kingdom
| | - Helen Twohig
- School of Medicine, Keele University, Keele, Staffordshire, United Kingdom
| | - Thomas Shepherd
- School of Medicine, Keele University, Keele, Staffordshire, United Kingdom
| | - Christian D Mallen
- School of Medicine, Keele University, Keele, Staffordshire, United Kingdom
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, United Kingdom.
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2
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Qin Y, Qin H, Yang B, Chen L, Chen C, Xu J, Xue F, Jiang T, Xu M. Impact of multimorbidity on risk stratification and prognosis in elderly patients after acute myocardial infarction. J Thorac Dis 2024; 16:6677-6687. [PMID: 39552851 PMCID: PMC11565315 DOI: 10.21037/jtd-24-772] [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: 05/11/2024] [Accepted: 08/09/2024] [Indexed: 11/19/2024]
Abstract
Background Elderly patients with first acute myocardial infarction (AMI) often have serious clinical features and worse prognoses. The purpose of the study was to evaluate the burden of comorbidity in predicting prognosis of elderly patients after AMI. Methods A total of 479 elderly patients with AMI divided into three groups: group A (with zero or one comorbidity), group B (with two comorbidities), and group C (with three or more comorbidities). The clinical characteristics, medication, in-hospital complications, and one-year prognosis of these patients were collected and compared across the three groups. Results Compared to group A, the age, heart rate, creatinine and uric acid, glucose, left atrial diameter (LAd), relative number of multi-vessel and culprit vessels located in left main (LM) artery and thrombolysis in myocardial infarction (TIMI) grade 0-1 were significantly higher in groups B and C. Compared to group A, the incidences of in-hospital death, paroxysmal atrial flutter/atrial fibrillation, and acute heart failure were significantly higher in groups B and C and that of in-hospital cardiac rupture was remarkably higher in group C. Compared group A, the incidence of one-year major adverse cardiovascular events (MACEs), all-cause death, and attacks of acute heart failure were significantly higher in groups B and C. The incidences of one-year non-fatal ischemic stroke in group C and late revascularization in group B were dramatically higher. Conclusions A higher comorbidity burden was associated with more serious clinical presentations, more severe in-hospital complications, and worse one-year prognosis of elderly AMI patients. These findings can help clinicians to identify high-risk elderly AMI patients, determine the prognostic impact of comorbidity, and provide better managements.
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Affiliation(s)
- Yizhen Qin
- Department of Cardiology, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Hualong Qin
- Department of Thoracic Surgery, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Biwen Yang
- Department of Cardiovascular Surgery, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Lin Chen
- Department of Cardiology, First Affiliated Hospital of Soochow University, Suzhou, China
- Department of Cardiology, Suzhou Municipal Hospital, Suzhou, China
| | - Chao Chen
- Department of Cardiology, First Affiliated Hospital of Soochow University, Suzhou, China
- Department of Cardiology, Suzhou Municipal Hospital, Suzhou, China
| | - Jialiang Xu
- Department of Cardiology, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Feng Xue
- Department of Cardiology, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Tingbo Jiang
- Department of Cardiology, First Affiliated Hospital of Soochow University, Suzhou, China
| | - Mingzhu Xu
- Department of Cardiology, First Affiliated Hospital of Soochow University, Suzhou, China
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Lin H, Xi Y, Yang Z, Tong Z, Jiang G, Gao J, Kang B, Ma Y, Zhang W, Wang Z. Optimizing Prediction of In-Hospital Mortality in Elderly Patients With Acute Myocardial Infarction: A Nomogram Approach Using the Age-Adjusted Charlson Comorbidity Index Score. J Am Heart Assoc 2024; 13:e032589. [PMID: 38979832 PMCID: PMC11292757 DOI: 10.1161/jaha.123.032589] [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: 10/04/2023] [Accepted: 06/14/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND To study the age-adjusted Charlson comorbidity index (ACCI) scale, which is a comprehensive quantification of multimorbidity coexistence, for the assessment of the risk of acute myocardial infarction death in elderly people. METHODS AND RESULTS A total of 502 older patients with acute myocardial infarction were studied at Qilu Hospital from September 2017 to March 2022. They were categorized on the basis of ACCI into low (≤5), intermediate (6, 7), and high (≥8) risk groups. Hospitalization duration was observed, with death as the end point. least absolute shrinkage and selection operator regression was used to screen variables, 10-fold cross-validation was performed to validate the screened variables, a Cox regression nomogram predicting the risk of patient death was prepared, hazard ratio with 95% CI was calculated, a nomogram calibration curve was constructed, and a receiver operating characteristic curve, decision curve analysis, and a clinical impact curve were established. From 62 potential factors in a least absolute shrinkage and selection operator regression, 12 were selected via 10-fold cross-validation. Retain variables with significant statistical differences in the Cox regression. A nomogram of the risk of death from acute infarction was constructed, and risk factors included ventricular tachycardia/fibrillation, atrial fibrillation, nicorandil, angiotensin-converting enzyme inhibitors/angiotensin-converting enzyme inhibitors, β blockers, and ACCI score, carbon dioxide combining power, and blood calcium concentration. CONCLUSIONS The ACCI score effectively assesses multimorbidity in the older patients. As ACCI rises, the death risk from acute myocardial infarction grows. The study's nomogram is valid and clinically applicable.
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Affiliation(s)
- He Lin
- Department of Geriatric MedicineQilu Hospital, Shandong UniversityJinanShandongChina
- Key Laboratory of Cardiovascular Proteomics of Shandong ProvinceQilu Hospital, Shandong UniversityJinanShandongChina
| | - Ying‐Bin Xi
- Department of Geriatric MedicineQilu Hospital, Shandong UniversityJinanShandongChina
- Key Laboratory of Cardiovascular Proteomics of Shandong ProvinceQilu Hospital, Shandong UniversityJinanShandongChina
- The Affiliated Weihai Second Municipal Hospital of Qingdao UniversityWeihaiShandongChina
| | - Zhi‐Cheng Yang
- School of Nursing and RehabilitationShandong UniversityJinanShandongChina
| | - Zhou‐Jie Tong
- Department of CardiologyQilu Hospital, Shandong UniversityJinanShandongChina
| | - Guihua Jiang
- Department of CardiologyQilu Hospital, Shandong UniversityJinanShandongChina
| | - Jihong Gao
- Department of Geriatric MedicineQilu Hospital, Shandong UniversityJinanShandongChina
- Key Laboratory of Cardiovascular Proteomics of Shandong ProvinceQilu Hospital, Shandong UniversityJinanShandongChina
| | - Baoxu Kang
- Department of Geriatric MedicineQilu Hospital, Shandong UniversityJinanShandongChina
- Key Laboratory of Cardiovascular Proteomics of Shandong ProvinceQilu Hospital, Shandong UniversityJinanShandongChina
| | - Ying Ma
- Department of Geriatrics, Qilu Hospital (Qingdao)Cheeloo College of Medicine, Shandong UniversityQingdaoChina
| | - Wei Zhang
- Department of Geriatric MedicineQilu Hospital, Shandong UniversityJinanShandongChina
- Key Laboratory of Cardiovascular Proteomics of Shandong ProvinceQilu Hospital, Shandong UniversityJinanShandongChina
| | - Zhi‐Hao Wang
- Department of Geriatric MedicineQilu Hospital, Shandong UniversityJinanShandongChina
- Key Laboratory of Cardiovascular Proteomics of Shandong ProvinceQilu Hospital, Shandong UniversityJinanShandongChina
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Damluji AA, Nanna MG, Rymer J, Kochar A, Lowenstern A, Baron SJ, Narins CR, Alkhouli M. Chronological vs Biological Age in Interventional Cardiology: A Comprehensive Approach to Care for Older Adults: JACC Family Series. JACC Cardiovasc Interv 2024; 17:961-978. [PMID: 38597844 PMCID: PMC11097960 DOI: 10.1016/j.jcin.2024.01.284] [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: 08/25/2023] [Revised: 01/18/2024] [Accepted: 01/23/2024] [Indexed: 04/11/2024]
Abstract
Aging is the gradual decline in physical and physiological functioning leading to increased susceptibility to stressors and chronic illnesses, including cardiovascular disease. With an aging global population, in which 1 in 6 individuals will be older than 60 years by 2030, interventional cardiologists are increasingly involved in providing complex care for older individuals. Although procedural aspects remain their main clinical focus, interventionalists frequently encounter age-associated risks that influence eligibility for invasive care, decision making during the intervention, procedural adverse events, and long-term management decisions. The unprecedented growth in transcatheter interventions, especially for structural heart diseases at extremes of age, have pushed age-related risks and implications for cardiovascular care to the forefront. In this JACC state-of-the-art review, the authors provide a comprehensive overview of the aging process as it relates to cardiovascular interventions, with special emphasis on the difference between chronological and biological aging. The authors also address key considerations to improve health outcomes for older patients during and after their invasive cardiovascular care. The role of "gerotherapeutics" in interventional cardiology, technological innovation in measuring biological aging, and the integration of patient-centered outcomes in the older adult population are also discussed.
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Affiliation(s)
- Abdulla A Damluji
- Inova Center of Outcomes Research, Fairfax, Virginia, USA; Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael G Nanna
- Yale University School of Medicine, New Haven, Connecticut, USA
| | - Jennifer Rymer
- Duke University School of Medicine, Durham, North Carolina USA
| | - Ajar Kochar
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Li S, Zheng W, Wang X, Fan J, Ai H, Que B, Yan Y, Gong W, Nie S. The impact of obstructive sleep apnea and comorbidity status on cardiovascular outcomes in patients with acute coronary syndrome. Nutr Metab Cardiovasc Dis 2023; 33:2372-2383. [PMID: 37586922 DOI: 10.1016/j.numecd.2023.07.024] [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: 03/09/2023] [Revised: 07/11/2023] [Accepted: 07/17/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND AND AIMS The association of comorbidities on the prognosis of patients with acute coronary syndrome (ACS) was well documented. However, the impact of obstructive sleep apnea (OSA) on this association has been less studied. METHODS AND RESULTS Between June 2015 to Jan 2020, we included consecutively eligible patients with ACS who underwent cardiorespiratory polygraphy. The definition of OSA was apnea-hypopnea index (AHI) ≥15 events/hour. Charlson Comorbidity Index (CCI) was used to evaluate the comorbidities. The primary endpoint was major adverse cardiovascular and cerebrovascular events (MACCE), including cardiovascular death, myocardial infarction, stroke, ischemia-driven revascularization, and hospitalization for unstable angina or heart failure. In the 1927 ACS patients, 1014 (52.6%) had OSA. The prevalence of the mild (CCI = 0), moderate (CCI = 1-2), and severe (CCI≥3) comorbidity were 23.6%, 65.9%, and 10.5%, respectively. During a median follow-up of 2.9 (1.5, 3.6) years, compared with patients without OSA, the presence of OSA increased the risk of MACCE in the moderate comorbidity group (22.6% vs. 17.5%; adjusted HR: 1.327; 95% CI: 1.019-1.728, p = 0.036) and severe comorbidity group (36.2% vs. 18.6%; adjusted HR: 2.194; 95% CI: 1.170-4.117, p = 0.014). There was no significant difference between OSA and non-OSA patients in the mild comorbidity group. CONCLUSION Among ACS patients, OSA was associated with an increased risk of subsequent events in the moderate and severe comorbidity groups but not in the mild comorbidity group. ACS patients with comorbidities should not be overlooked for OSA screening.
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Affiliation(s)
- Siyi Li
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Wen Zheng
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Xiao Wang
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Jingyao Fan
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Hui Ai
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Bin Que
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Yan Yan
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China
| | - Wei Gong
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China.
| | - Shaoping Nie
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China; Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing, China.
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Savic L, Mrdovic I, Asanin M, Stankovic S, Lasica R, Matic D, Simic D, Krljanac G. Prognostic Impact of Non-Cardiac Comorbidities on Long-Term Prognosis in Patients with Reduced and Preserved Ejection Fraction following Acute Myocardial Infarction. J Pers Med 2023; 13:1110. [PMID: 37511723 PMCID: PMC10381839 DOI: 10.3390/jpm13071110] [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: 05/31/2023] [Revised: 07/01/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND We aimed to analyze the prevalence and long-term prognostic impact of non-cardiac comorbidities in patients with reduced and preserved left-ventricular ejection fraction (EF) following ST-elevation myocardial infarction (STEMI). METHOD A total of 3033 STEMI patients undergoing primary percutaneous coronary intervention (pPCI) were divided in two groups: reduced EF < 50% and preserved EF ≥ 50%. The follow-up period was 8 years. RESULTS Preserved EF was present in 1726 (55.4%) patients and reduced EF was present in 1389 (44.5%) patients. Non-cardiac comorbidities were more frequent in patients with reduced EF compared with patients with preserved EF (38.9% vs. 27.4%, respectively, p < 0.001). Lethal outcome was registered in 240 (17.2%) patients with reduced EF and in 40 (2.3%) patients with preserved EF, p < 0.001. Diabetes and chronic kidney disease (CKD) were independent predictors for 8-year mortality in patients with preserved EF. In patients with reduced EF, CKD was independently associated with 8-year mortality. CONCLUSION In patients who had reduced EF, the prevalence of non-cardiac comorbidities was higher than in patients who had preserved EF after STEMI. Only diabetes mellitus and CKD were independently associated with 8-year mortality in analyzed patients.
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Affiliation(s)
- Lidija Savic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
- University Clinical Center of Serbia, Emergency Hospital, Coronary Care Unit & Cardiology Clinic, 11000 Belgrade, Serbia
| | - Igor Mrdovic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
- University Clinical Center of Serbia, Emergency Hospital, Coronary Care Unit & Cardiology Clinic, 11000 Belgrade, Serbia
| | - Milika Asanin
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
- University Clinical Center of Serbia, Emergency Hospital, Coronary Care Unit & Cardiology Clinic, 11000 Belgrade, Serbia
| | - Sanja Stankovic
- Center for Medical Biochemistry, Emergency Hospital, University Clinical Center of Serbia, 11000 Belgrade, Serbia
| | - Ratko Lasica
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
- University Clinical Center of Serbia, Emergency Hospital, Coronary Care Unit & Cardiology Clinic, 11000 Belgrade, Serbia
| | - Dragan Matic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
- University Clinical Center of Serbia, Emergency Hospital, Coronary Care Unit & Cardiology Clinic, 11000 Belgrade, Serbia
| | - Damjan Simic
- University Clinical Center of Serbia, Emergency Hospital, Coronary Care Unit & Cardiology Clinic, 11000 Belgrade, Serbia
| | - Gordana Krljanac
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
- University Clinical Center of Serbia, Emergency Hospital, Coronary Care Unit & Cardiology Clinic, 11000 Belgrade, Serbia
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7
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Nanna MG, Sutton NR, Kochar A, Rymer JA, Lowenstern AM, Gackenbach G, Hummel SL, Goyal P, Rich MW, Kirkpatrick JN, Krishnaswami A, Alexander KP, Forman DE, Bortnick AE, Batchelor W, Damluji AA. Assessment and Management of Older Adults Undergoing PCI, Part 1: A JACC: Advances Expert Panel. JACC. ADVANCES 2023; 2:100389. [PMID: 37584013 PMCID: PMC10426754 DOI: 10.1016/j.jacadv.2023.100389] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
As the population ages, older adults represent an increasing proportion of patients referred to the cardiac catheterization laboratory. Older adults are the highest-risk group for morbidity and mortality, particularly after complex, high-risk percutaneous coronary interventions. Structured risk assessment plays a key role in differentiating patients who are likely to derive net benefit vs those who have disproportionate risks for harm. Conventional risk assessment tools from national cardiovascular societies typically rely on 3 pillars: 1) cardiovascular risk; 2) physiologic and hemodynamic risk; and 3) anatomic and procedural risks. We propose adding a fourth pillar: geriatric syndromes, as geriatric domains can supersede all other aspects of risk.
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Affiliation(s)
| | - Nadia R. Sutton
- Department of Internal Medicine, Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, Michigan, USA
- Department of Internal Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, and Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, USA
| | - Ajar Kochar
- Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | | | - Grace Gackenbach
- University of Michigan School of Medicine, Ann Arbor, Michigan, USA
| | - Scott L. Hummel
- University of Michigan School of Medicine and VA Ann Arbor Health System, Ann Arbor, Michigan, USA
| | - Parag Goyal
- Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Michael W. Rich
- Division of Cardiology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
| | - James N. Kirkpatrick
- Division of Cardiology, Department of Bioethics and Humanities, University of Washington School of Medicine, Seattle, Washington, USA
| | - Ashok Krishnaswami
- Division of Cardiology, Kaiser Permanente San Jose Medical Center, San Jose, California, USA
| | | | - Daniel E. Forman
- Divisions of Geriatrics and Cardiology, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- VA Pittsburgh GRECC, Pittsburgh, Pennsylvania, USA
| | - Anna E. Bortnick
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, USA
| | | | - Abdulla A. Damluji
- Inova Center of Outcomes Research, Fairfax, Virginia, USA
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Portela D, Pereira Rodrigues P, Freitas A, Costa E, Bousquet J, Fonseca JA, Sousa Pinto B. Impact of multimorbidity patterns in hospital admissions: the case study of asthma. J Asthma 2023:1-11. [PMID: 36848045 DOI: 10.1080/02770903.2023.2185154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
Most previous studies assessing multimorbidity in asthma assessed the frequency of individual comorbid diseases. We aimed to assess the frequency and clinical and economic impact of co-occurring groups of comorbidities (comorbidity patterns using the Charlson Comorbidity Index) on asthma hospitalizations. We assessed the dataset containing a registration of all Portuguese hospitalisations between 2011-2015. We applied three different approaches (regression models, association rule mining, and decision trees) to assess both the frequency and impact of comorbidities patterns in the length-of-stay, in-hospital mortality and hospital charges. For each approach, separate analyses were performed for episodes with asthma as main and as secondary diagnosis. Separate analyses were performed by participants' age group. We assessed 198340 hospitalizations in patients >18 years old. Both in hospitalizations with asthma as main or secondary diagnosis, combinations of diseases involving cancer, metastasis, cerebrovascular disease, hemiplegia/paraplegia, and liver disease displayed a relevant clinical and economic burden. In hospitalizations having asthma as a secondary diagnosis, we identified several comorbidity patterns involving asthma and associated with increased length-of-stay (average impact of 1.3-3.2 additional days), in-hospital mortality (OR range = 1.4-7.9) and hospital charges (average additional charges of 351.0 to 1025.8 Euro compared with hospitalizations without any registered Charlson comorbidity). Consistent results were observed with association rules mining and decision tree approaches. Our findings highlight the importance not only of a complete assessment of patients with asthma, but also of considering the presence of asthma in patients admitted by other diseases, as it may have a relevant impact on clinical and health services outcomes.
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Affiliation(s)
- Diana Portela
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal.,ACES Entre o Douro e Vouga I - Feira/Arouca, Portugal.,Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
| | - Pedro Pereira Rodrigues
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal.,Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
| | - Alberto Freitas
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal.,Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
| | - Elísio Costa
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal.,Research Unit on Applied Molecular Biosciences (UCIBIO-REQUIMTE), Faculty of Pharmacy, University of Porto, Rua Jorge de Viterbo Ferreira 228, 4050-313 Porto, Portugal
| | - Jean Bousquet
- MASK-air, Montpellier, France.,eCharité, Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Comprehensive Allergy Center, Department of Dermatology and Allergy, Berlin, Germany.,University Hospital Montpellier, France
| | - João Almeida Fonseca
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal.,Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
| | - Bernardo Sousa Pinto
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal.,Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
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Egorova IS, Vezikova NN. Acute Coronary Syndrome after Percutaneous Coronary Intervention: State of the Problem and Clinical Practice Data. RATIONAL PHARMACOTHERAPY IN CARDIOLOGY 2023. [DOI: 10.20996/1819-6446-2022-12-04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Aim. To study the prevalence, clinical and endovascular predictors, causes and timing of the development of acute coronary syndrome (ACS) in patients who had previously undergone percutaneous coronary intervention (PCI), as well as the clinical features of the disease and lipid spectrum parameters.Material and methods. The prospective study included 768 patients successively hospitalized from 01.01.2019 to 01.01.2020 in the Regional cardiovascular center, undergoing to emergency coronary angiography.Results. The main group included 768 patients who underwent emergency coronary angiography for ACS. 90 of them had previously undergone PCI (11.7%). Men prevailed (66.7%), the average age was 62 years. 25.5% of patients underwent ACS within a year after coronary stenting, the mean time from PCI to ACS was 43 months. Most often, there was ACS without ST segment elevation (80%). The results of a retrospective analysis of the first PCI showed that 89.7% of patients underwent urgent PCI, 77.8% of patients received bare metal stents. In 67.1% of patients, 1 stent was implanted, the average diameter was 3.2 mm, the average length was 22 mm. Thromboaspiration was performed in 12% of cases, predilatation in 25%, and NC postdilation in 41.3% of cases. Complications of PCI developed in 9% of patients. Stent thrombosis was diagnosed in 7.8% of cases, significant restenosis in 35.6%. Repeated stenting due to ACS was performed in 64.4% of patients, of which 74.6% received 1 stent; average diameter 3.4 mm, average length 24.0 mm. Predilatation was performed in 52.9% of cases, thromboaspiration – in 41.2%, and NC-postdilation – in 86.7% of cases. Complications of PCI developed in 10%. In addition, 99% of patients had significant dyslipidemia. The average cholesterol level was 4.91 mmol/L, the average low-density lipoprotein level was 2.94 mmol/L.Conclusion. Patients after PCI are 12% of group with ACS in clinical practice of the Regional Vascular Center. The most common predictor of recurrent atherothrombotic events is bare metal stent implantation as well as dyslipidemia.
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Sun CH, Chou YY, Lee YS, Weng SC, Lin CF, Kuo FH, Hsu PS, Lin SY. Prediction of 30-Day Readmission in Hospitalized Older Adults Using Comprehensive Geriatric Assessment and LACE Index and HOSPITAL Score. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:348. [PMID: 36612671 PMCID: PMC9819393 DOI: 10.3390/ijerph20010348] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/07/2022] [Accepted: 12/21/2022] [Indexed: 06/17/2023]
Abstract
(1) Background: Elders have higher rates of rehospitalization, especially those with functional decline. We aimed to investigate potential predictors of 30-day readmission risk by comprehensive geriatric assessment (CGA) in hospitalized patients aged 65 years or older and to examine the predictive ability of the LACE index and HOSPITAL score in older patients with a combination of malnutrition and physical dysfunction. (2) Methods: We included patients admitted to a geriatric ward in a tertiary hospital from July 2012 to August 2018. CGA components including cognitive, functional, nutritional, and social parameters were assessed at admission and recorded, as well as clinical information. The association factors with 30-day hospital readmission were analyzed by multivariate logistic regression analysis. The predictive ability of the LACE and HOSPITAL score was assessed using receiver operator characteristic curve analysis. (3) Results: During the study period, 1509 patients admitted to a ward were recorded. Of these patients, 233 (15.4%) were readmitted within 30 days. Those who were readmitted presented with higher comorbidity numbers and poorer performance of CGA, including gait ability, activities of daily living (ADL), and nutritional status. Multivariate regression analysis showed that male gender and moderately impaired gait ability were independently correlated with 30-day hospital readmissions, while other components such as functional impairment (as ADL) and nutritional status were not associated with 30-day rehospitalization. The receiver operating characteristics for the LACE index and HOSPITAL score showed that both predicting scores performed poorly at predicting 30-day hospital readmission (C-statistic = 0.59) and did not perform better in any of the subgroups. (4) Conclusions: Our study showed that only some components of CGA, mobile disability, and gender were independently associated with increased risk of readmission. However, the LACE index and HOSPITAL score had a poor discriminating ability for predicting 30-day hospitalization in all and subgroup patients. Further identifiers are required to better estimate the 30-day readmission rates in this patient population.
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Affiliation(s)
- Chia-Hui Sun
- Department of Family Medicine, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Yin-Yi Chou
- Center for Geriatrics & Gerontology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- Division of Allergy, Immunology and Rheumatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Yu-Shan Lee
- Center for Geriatrics & Gerontology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- Department of Neurology, Neurological Institute, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Shuo-Chun Weng
- Center for Geriatrics & Gerontology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Cheng-Fu Lin
- Center for Geriatrics & Gerontology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- Division of Occupational Medicine, Department of Emergency, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Fu-Hsuan Kuo
- Center for Geriatrics & Gerontology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- Department of Neurology, Neurological Institute, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Pi-Shan Hsu
- Department of Family Medicine, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Shih-Yi Lin
- Center for Geriatrics & Gerontology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 40705, Taiwan
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Stanbouly D, Kocaelli H, Arce K, Selvi F. Risk factors for increased length of hospital stay among young pediatric patients who suffer facial fractures. Dent Traumatol 2022; 38:457-465. [PMID: 35877474 DOI: 10.1111/edt.12776] [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: 04/04/2022] [Revised: 06/16/2022] [Accepted: 06/19/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND/AIM It is not known whether the mechanism of facial trauma influences the associated length of hospitalization. The aim of this study was to determine whether the mechanism of injury influenced the length of hospital stay (LOS) among pediatric patients who sustained facial fractures. MATERIALS AND METHODS This retrospective cohort study was completed using the Kids' Inpatient Database (KID). The primary predictor variable was the mechanism of injury. The primary outcome variable was LOS. Linear regression was used to determine independent predictors of increased/decreased length of stay. A p-value of less than .05 was considered statistically significant. RESULTS The final sample consisted of 2865 subjects aged 12 years or younger who had suffered facial fractures. The most common mechanism of injury was motor vehicle accidents (MVA) (58.6%). Facial fractures due to MVA added 1.20 days (95% CI, 0.02, 2.38; p < .05) when compared to those due to a fall. CONCLUSIONS MVA significantly prolonged the LOS among young pediatric patients who sustained facial fractures, reflecting the exceptional amount of force involved. Having a chronic condition was also a significant factor for longer LOS. Four or more fractures also led to a longer LOS.
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Affiliation(s)
- Dani Stanbouly
- College of Dental Medicine, Columbia University, New York, New York, USA
| | - Humeyra Kocaelli
- School of Dentistry, Department of Oral and Maxillofacial Surgery, Istanbul University, Istanbul, Turkey
| | - Kevin Arce
- Division of Oral and Maxillofacial Surgery, Section of Head and Neck Oncologic and Reconstructive Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Firat Selvi
- Division of Oral and Maxillofacial Surgery, Section of Head and Neck Oncologic and Reconstructive Surgery, Mayo Clinic, Rochester, Minnesota, USA
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Liu Y, Zhang C, Jiang L, Xu L, Tian J, Zhao X, Feng X, Wang D, Zhang Y, Sun K, Xu J, Liu R, Xu B, Zhao W, Hui R, Gao R, Gao Z, Song L, Yuan J. Relationship Between High-Sensitivity C-Reactive Protein and Long-Term Outcomes in Elderly Patients With 3-Vessel Disease. Angiology 2022; 73:60-67. [PMID: 34109809 DOI: 10.1177/00033197211021195] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The prognostic value of high-sensitivity C-reactive protein (hsCRP) in complex coronary artery disease has not been fully established. We aimed to determine the association between hsCRP and long-term outcomes in elderly patients with 3-vessel disease (TVD). From April 2004 to February 2011, 3069 patients aged ≥65 years with TVD were consecutively enrolled and received medical treatment alone, percutaneous coronary intervention, or coronary artery bypass grafting. The patients were divided into 2 groups according to their hsCRP levels: <3.00 mg/L (62.1%) and ≥3.00 mg/L (37.9%). The mean age was 71 ± 4 years. The high hsCRP group had more risk factors and more frequently received conservative treatment than the low hsCRP group. During a median follow-up period of 6.2 years, elevated hsCRP was significantly associated with increased all-cause death (19.5% vs 29.6%, P < .001), cardiac death (9.4% vs 15.2%, P = .001), and major adverse cardiovascular and cerebrovascular events (34.1% vs 42.5%, P = .001). Multivariable Cox regression analyses revealed that hsCRP was an independent predictor for all of these events. Combining hsCRP with Synergy between PCI with TAXUS and Cardiac Surgery score II further improved the predictive power of the score. The relationship between hsCRP and mortality was relatively consistent across subgroups. Overall, hsCRP could prove useful for risk prediction in elderly patients.
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Affiliation(s)
- Yue Liu
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Ce Zhang
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Lin Jiang
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Lianjun Xu
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Jian Tian
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Xueyan Zhao
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Xinxing Feng
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Dong Wang
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Yin Zhang
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Kai Sun
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Jingjing Xu
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Ru Liu
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Bo Xu
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Wei Zhao
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Rutai Hui
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Runlin Gao
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Zhan Gao
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Lei Song
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Jinqing Yuan
- 34736Fuwai Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
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