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Yu CS, Wu JL, Shih CM, Chiu KL, Chen YD, Chang TH. Exploring Mortality and Prognostic Factors of Heart Failure with In-Hospital and Emergency Patients by Electronic Medical Records: A Machine Learning Approach. Risk Manag Healthc Policy 2025; 18:77-93. [PMID: 39807211 PMCID: PMC11727332 DOI: 10.2147/rmhp.s488159] [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: 09/03/2024] [Accepted: 12/30/2024] [Indexed: 01/16/2025] Open
Abstract
Purpose As HF progresses into advanced HF, patients experience a poor quality of life, distressing symptoms, intensive care use, social distress, and eventual hospital death. We aimed to investigate the relationship between morality and potential prognostic factors among in-patient and emergency patients with HF. Patients and Methods A case series study: Data are collected from in-hospital and emergency care patients from 2014 to 2021, including their international classification of disease at admission, and laboratory data such as blood count, liver and renal functions, lipid profile, and other biochemistry from the hospital's electrical medical records. After a series of data pre-processing in the electronic medical record system, several machine learning models were used to evaluate predictions of HF mortality. The outcomes of those potential risk factors were visualized by different statistical analyses. Results In total, 3871 hF patients were enrolled. Logistic regression showed that intensive care unit (ICU) history within 1 week (OR: 9.765, 95% CI: 6.65, 14.34; p-value < 0.001) and prothrombin time (OR: 1.193, 95% CI: 1.098, 1.296; <0.001) were associated with mortality. Similar results were obtained when we analyzed the data using Cox regression instead of logistic regression. Random forest, support vector machine (SVM), Adaboost, and logistic regression had better overall performances with areas under the receiver operating characteristic curve (AUROCs) of >0.87. Naïve Bayes was the best in terms of both specificity and precision. With ensemble learning, age, ICU history within 1 week, and respiratory rate (BF) were the top three compelling risk factors affecting mortality due to HF. To improve the explainability of the AI models, Shapley Additive Explanations methods were also conducted. Conclusion Exploring HF mortality and its patterns related to clinical risk factors by machine learning models can help physicians make appropriate decisions when monitoring HF patients' health quality in the hospital.
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Affiliation(s)
- Cheng-Sheng Yu
- Graduate Institute of Data Science, College of Management, Taipei Medical University, New Taipei City, 235603, Taiwan
- Clinical Data Center, Office of Data Science, Taipei Medical University, New Taipei City, 235603, Taiwan
- Fintech Innovation Center, Nan Shan Life Insurance Co., Ltd., Taipei, 11049, Taiwan
- Beyond Lab, Nan Shan Life Insurance Co., Ltd., Taipei, 11049, Taiwan
| | - Jenny L Wu
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, New Taipei City, 235603, Taiwan
| | - Chun-Ming Shih
- Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, 11031, Taiwan
- Cardiovascular Research Center, Taipei Medical University Hospital, Taipei, 11031, Taiwan
- Taipei Heart Institute, Taipei Medical University, Taipei, 11031, Taiwan
| | - Kuan-Lin Chiu
- Department of Family Medicine, Taipei Medical University Hospital, Taipei, 11031, Taiwan
| | - Yu-Da Chen
- Department of Family Medicine, Taipei Medical University Hospital, Taipei, 11031, Taiwan
- School of Medicine, College of Medicine, Taipei Medical University, Taipei, 11031, Taiwan
| | - Tzu-Hao Chang
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, New Taipei City, 235603, Taiwan
- Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei, 11031, Taiwan
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Selvi Sarıgül S, Ürek D, Uğurluoğlu Ö. The effect of caregivers' health literacy levels on the quality of life and self-care of patients with heart failure. Geriatr Nurs 2024; 60:491-496. [PMID: 39426273 DOI: 10.1016/j.gerinurse.2024.10.015] [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: 06/20/2024] [Revised: 09/10/2024] [Accepted: 10/03/2024] [Indexed: 10/21/2024]
Abstract
BACKGROUND The aim of this study is to examine the effects of health literacy levels of caregivers on the self-care behaviors and quality of life of patients aged 65 years and older with heart failure. METHODS The study was conducted in a university hospital in Erzincan, Türkiye between November 4, 2023, and February 12, 2024, on patients hospitalized in internal medicine, cardiology, and cardiovascular surgery wards and their caregivers (n = 206 pairs). RESULTS As a result of the multivariate regression analysis, it was determined that the access, appraisal, and application sub-dimensions of the health literacy of the caregivers positively affected the self-care behaviors and quality of life levels of the patients. CONCLUSIONS These results reveal the significant effect of the health literacy levels of the caregivers in the management process of heart failure disease. Healthcare providers -especially nurses- can improve patient outcomes of patients with heart failure by considering the health literacy level of their caregivers and using innovative educational methods that can improve the health knowledge and skills of caregivers.
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Affiliation(s)
- Seval Selvi Sarıgül
- Department of Health Management, Faculty of Economics and Administrative Sciences, Erzincan Binali Yıldırım University, Erzincan, Türkiye.
| | - Duygu Ürek
- Department of Health Management, Faculty of Health Sciences, Karadeniz Technical University, Trabzon, Türkiye.
| | - Özgür Uğurluoğlu
- Department of Health Management, Faculty of Economics and Administrative Sciences, Hacettepe University, Ankara, Türkiye.
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Rakisheva A, Soloveva A, Shchendrygina A, Giverts I. Heart Failure With Preserved Ejection Fraction and Frailty: From Young to Superaged Coexisting HFpEF and Frailty. INTERNATIONAL JOURNAL OF HEART FAILURE 2024; 6:93-106. [PMID: 39081641 PMCID: PMC11284337 DOI: 10.36628/ijhf.2023.0064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 04/01/2024] [Accepted: 06/14/2024] [Indexed: 08/02/2024]
Abstract
Being commonly diagnosed in elderly women and associated with comorbidities as well as ageing-related cardio-vascular changes, heart failure with preserved ejection fraction (HFpEF) has been recently considered as a distinct cardiogeriatric syndrome. Frailty is another frequent geriatric syndrome. HFpEF and frailty share common underlying mechanisms, often co-exist, and represent each other's risk factors. A threshold of 65 years old is usually used to screen patients for both frailty and HFpEF in research and clinical settings. However, both HFpEF and frailty are very heterogenous conditions that may develop at younger ages. In this review we aim to provide a broader overview on the coexistence of HFpEF and frailty throughout the lifetime. We hypothesize that HFpEF and frailty patients' profiles (young, elderly, superaged) represent a continuum of the common ageing process modified by cumulative exposure to risk factors resulting to a presentation of HFpEF and frailty at different ages. We believe, that suggested approach might stimulate assessment of frailty in HFpEF assessment and vice versa regardless of age and early implementation of targeted interventions. Future studies of pathophysiology, clinical features, and outcomes of frailty in HFpEF by age are needed.
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Affiliation(s)
| | - Anzhela Soloveva
- Department of Cardiology, Almazov Almazov National Medical Research Centre, Saint Petersburg, Russia
| | | | - Ilya Giverts
- Maimonides Medical Center, Brooklyn, NY, USA
- Massachusetts General Hospital, Boston, MA, USA
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Gobbens RJJ, Kuiper S, Dijkshoorn H, van Assen MALM. Associations of individual chronic diseases and multimorbidity with multidimensional frailty. Arch Gerontol Geriatr 2024; 117:105259. [PMID: 37952423 DOI: 10.1016/j.archger.2023.105259] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/29/2023] [Accepted: 11/02/2023] [Indexed: 11/14/2023]
Abstract
OBJECTIVE To examine the associations between individual chronic diseases and multidimensional frailty comprising physical, psychological, and social frailty. METHODS Dutch individuals (N = 47,768) age ≥ 65 years completed a general health questionnaire sent by the Public Health Services (response rate of 58.5 %), including data concerning self-reported chronic diseases, multidimensional frailty, and sociodemographic characteristics. Multidimensional frailty was assessed with the Tilburg Frailty Indicator (TFI). Total frailty and each frailty domain were regressed onto background characteristics and the six most prevalent chronic diseases: diabetes mellitus, cancer, hypertension, arthrosis, urinary incontinence, and severe back disorder. Multimorbidity was defined as the presence of combinations of these six diseases. RESULTS The six chronic diseases had medium and strong associations with total ((f2 = 0.122) and physical frailty (f2 = 0.170), respectively, and weak associations with psychological (f2 = 0.023) and social frailty (f2 = 0.008). The effects of the six diseases on the frailty variables differed strongly across diseases, with urinary incontinence and severe back disorder impairing frailty most. No synergetic effects were found; the effects of a disease on frailty did not get noteworthy stronger in the presence of another disease. CONCLUSIONS Chronic diseases, in particular urinary incontinence and severe back disorder, were associated with frailty. We thus recommend assigning different weights to individual chronic diseases in a measure of multimorbidity that aims to examine effects of multimorbidity on multidimensional frailty. Because there were no synergetic effects of chronic diseases, the measure does not need to include interactions between diseases.
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Affiliation(s)
- Robbert J J Gobbens
- Faculty of Health, Sports and Social Work, Inholland University of Applied Sciences, Amsterdam, the Netherlands; Zonnehuisgroep Amstelland, Amstelveen, the Netherlands; Department of Family Medicine and Population Health, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Tranzo, Tilburg University, Tilburg, the Netherlands.
| | - Sandra Kuiper
- Tranzo, Tilburg University, Tilburg, the Netherlands; Department of Research, Public Health Service of West-Brabant, Breda, the Netherlands
| | - Henriëtte Dijkshoorn
- Department of Healthy Living, Public Health Service of Amsterdam, Amsterdam, the Netherlands
| | - Marcel A L M van Assen
- Faculty of Social and Behavioral Sciences, Tilburg University, Tilburg, the Netherlands; Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht, the Netherlands
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Shashikumar SA, Zheng J, Orav EJ, Epstein AM, Joynt Maddox KE. Changes in Cardiovascular Spending, Care Utilization, and Clinical Outcomes Associated With Participation in Bundled Payments for Care Improvement - Advanced. Circulation 2023; 148:1074-1083. [PMID: 37681315 PMCID: PMC10540757 DOI: 10.1161/circulationaha.123.065109] [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: 04/10/2023] [Accepted: 08/03/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Bundled Payments for Care Improvement - Advanced (BPCI-A) is a Medicare initiative that aims to incentivize reductions in spending for episodes of care that start with a hospitalization and end 90 days after discharge. Cardiovascular disease, an important driver of Medicare spending, is one of the areas of focus BPCI-A. It is unknown whether BPCI-A is associated with spending reductions or quality improvements for the 3 cardiovascular medical events or 5 cardiovascular procedures in the model. METHODS In this retrospective cohort study, we conducted difference-in-differences analyses using Medicare claims for patients discharged between January 1, 2017, and September 30, 2019, to assess differences between BPCI-A hospitals and matched nonparticipating control hospitals. Our primary outcomes were the differential changes in spending, before versus after implementation of BPCI-A, for cardiac medical and procedural conditions at BPCI-A hospitals compared with controls. Secondary outcomes included changes in patient complexity, care utilization, healthy days at home, readmissions, and mortality. RESULTS Baseline spending for cardiac medical episodes at BPCI-A hospitals was $25 606. The differential change in spending for cardiac medical episodes at BPCI-A versus control hospitals was $16 (95% CI, -$228 to $261; P=0.90). Baseline spending for cardiac procedural episodes at BPCI-A hospitals was $37 961. The differential change in spending for cardiac procedural episodes was $171 (95% CI, -$429 to $772; P=0.58). There were minimal differential changes in physicians' care patterns such as the complexity of treated patients or in their care utilization. At BPCI-A versus control hospitals, there were no significant differential changes in rates of 90-day readmissions (differential change, 0.27% [95% CI, -0.25% to 0.80%] for medical episodes; differential change, 0.31% [95% CI, -0.98% to 1.60%] for procedural episodes) or mortality (differential change, -0.14% [95% CI, -0.50% to 0.23%] for medical episodes; differential change, -0.36% [95% CI, -1.25% to 0.54%] for procedural episodes). CONCLUSIONS Participation in BPCI-A was not associated with spending reductions, changes in care utilization, or quality improvements for the cardiovascular medical events or procedures offered in the model.
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Affiliation(s)
- Sukruth A. Shashikumar
- Department of Medicine (S.A.S.), Brigham and Women’s Hospital, Boston, MA
- Center for Advancing Health Services, Policy & Economics Research, Washington University, St. Louis, MO (S.A.S., K.E.J.M.)
| | - Jie Zheng
- Department of Health Policy and Management (J.Z., A.M.E.), Harvard T.H. Chan School of Public Health, Boston, MA
| | - E. John Orav
- Division of General Internal Medicine and Primary Care, Department of Medicine (E.J.O., A.M.E.), Brigham and Women’s Hospital, Boston, MA
- Department of Biostatistics (E.J.O.), Harvard T.H. Chan School of Public Health, Boston, MA
| | - Arnold M. Epstein
- Division of General Internal Medicine and Primary Care, Department of Medicine (E.J.O., A.M.E.), Brigham and Women’s Hospital, Boston, MA
- Department of Health Policy and Management (J.Z., A.M.E.), Harvard T.H. Chan School of Public Health, Boston, MA
| | - Karen E. Joynt Maddox
- Center for Advancing Health Services, Policy & Economics Research, Washington University, St. Louis, MO (S.A.S., K.E.J.M.)
- Cardiovascular Division, Department of Medicine, Washington University School of Medicine, St. Louis, MO (K.E.J.M.)
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Rubens M, Ramamoorthy V, Saxena A, Ruiz-Pelaez JG, Ahmed MA, Zhang Z, McGranaghan P, Chaparro S, Jimenez J. Association Between Frailty, 30-day Unplanned Readmission and Mortality After Hospitalization for Heart Failure: Results From the Nationwide Readmissions Database. J Aging Health 2023; 35:651-659. [PMID: 36655743 DOI: 10.1177/08982643231152694] [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] [Indexed: 01/20/2023]
Abstract
Objectives: This study examined how frailty in traditional risk-adjusted models could improve the predictability of unplanned 30-day readmission and mortality among heart failure patients. Methods: This study was a retrospective analysis of Nationwide Readmissions Database data collected during the years 2010-2018. All patients ≥65 years who had a principal diagnosis of heart failure were included in the analysis. The Johns Hopkins Adjusted Clinical Groups frailty-defining diagnosis indicator was used to identify frail patients. Results: There was a total of 819,854 patients admitted for heart failure during the study period. Among them, 63,302 (7.7%) were frail. In the regression analysis, the risk of all-cause 30-day readmission (OR, 1.18; 95% CI, 1.14-1.22) and in-hospital mortality (OR, 1.52; 95% CI, 1.40-1.66) were higher in patients with frailty. Discussion: Inclusion of frailty in comorbidity-based risk-prediction models significantly improved the predictability of unplanned 30-day readmission and in-hospital mortality.
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Affiliation(s)
- Muni Rubens
- Office of Clinical Research, Baptist Health South Florida, Miami, USA
- Herbert Wertheim College of Medicine, Florida International University, Miami, USA
- Universidad Espíritu Santo, Guayaquil, Ecuador
| | | | - Anshul Saxena
- Herbert Wertheim College of Medicine, Florida International University, Miami, USA
- Center for Advanced Analytics, Baptist Health South Florida, Miami, USA
| | - Juan G Ruiz-Pelaez
- Herbert Wertheim College of Medicine, Florida International University, Miami, USA
| | - Md Ashfaq Ahmed
- Center for Advanced Analytics, Baptist Health South Florida, Miami, USA
| | - Zhenwei Zhang
- Center for Advanced Analytics, Baptist Health South Florida, Miami, USA
| | - Peter McGranaghan
- Office of Clinical Research, Baptist Health South Florida, Miami, USA
- Department of Internal Medicine and Cardiology, Charité Campus Virchow-Klinikum, Berlin, Germany
| | - Sandra Chaparro
- Herbert Wertheim College of Medicine, Florida International University, Miami, USA
- Miami Cardiac & Vascular Institute, Baptist Health South Florida, Miami, USA
| | - Javier Jimenez
- Herbert Wertheim College of Medicine, Florida International University, Miami, USA
- Miami Cardiac & Vascular Institute, Baptist Health South Florida, Miami, USA
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Ramonfaur D, Skali H, Claggett B, Windham BG, Palta P, Kitzman D, Ndumele C, Konety S, Shah AM. Bidirectional Association Between Frailty and Cardiac Structure and Function: The Atherosclerosis Risk in Communities Study. J Am Heart Assoc 2023; 12:e029458. [PMID: 37522168 PMCID: PMC10492980 DOI: 10.1161/jaha.122.029458] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/30/2023] [Indexed: 08/01/2023]
Abstract
Background Frailty and heart failure frequently coexist in late life. Limited data exist regarding the longitudinal associations of frailty and subclinical cardiac dysfunction. We aim to quantify the association of frailty with longitudinal changes in cardiac function and of cardiac function with progression in frailty status in older adults. Methods and Results Participants in the Atherosclerosis Risk in Communities cohort underwent frailty assessments at Visit 5 (V5; 2011-2013), V6 (2016-2017), and V7 (2018-2019), and echocardiographic assessments at V5 and V7. We assessed the association between frailty status at V5 and changes in frailty status from V5 to V7 and changes in cardiac function over 6 years. We then evaluated the association of cardiac function measured at Visit 5 with progression in frailty status over 4 years. Multivariable regression models adjusted for demographics and comorbidities. Among 2574 participants free of heart failure at V5 and V7 (age 74±4 years at V5 and 81±4 years at V7), 3% (n=83) were frail. Frailty at V5 was associated with greater left atrial volume index and E/e' ratio at V5 and 7. Participants who transitioned from robust at V5 to frail at V7 demonstrated greater increases in left ventricular mass index, left atrial volume index, and E/e' over the same period. Among 1648 robust participants at Visit 5, greater left ventricular mass index and mean wall thickness, lower tissue Doppler imaging e', and higher E/e' ratio at Visit 5 were associated with progression in frailty status. Conclusions Among robust, older adults free of heart failure, progression in frailty and subclinical left ventricular remodeling and diastolic dysfunction are interrelated.
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Affiliation(s)
- Diego Ramonfaur
- Department of Medicine, Cardiovascular Medicine Division, Brigham and Women’s HospitalBostonMA
| | - Hicham Skali
- Department of Medicine, Cardiovascular Medicine Division, Brigham and Women’s HospitalBostonMA
| | - Brian Claggett
- Department of Medicine, Cardiovascular Medicine Division, Brigham and Women’s HospitalBostonMA
| | - B. Gwen Windham
- The MIND CenterUniversity of Mississippi Medical CenterJacksonMS
| | - Priya Palta
- Division of General Medicine, Departments of Medicine and EpidemiologyColumbia University Irving Medical CenterNew YorkNY
| | - Dalane Kitzman
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Chiadi Ndumele
- Division of CardiologyDepartment of MedicineJohns Hopkins University School of MedicineBaltimoreMD
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular DiseaseDivision of CardiologyDepartment of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | | | - Amil M. Shah
- Department of Medicine, Cardiovascular Medicine Division, Brigham and Women’s HospitalBostonMA
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van Leunen MMCJ, de Lathauwer ILJ, Verstappen CCAG, Visser-Stevelink DMG, Brouwers RWM, Herkert C, Tio RA, Spee RF, Lu Y, Kemps HMC. Telerehabilitation in patients with recent hospitalisation due to acute decompensated heart failure: protocol for the Tele-ADHF randomised controlled trial. BMC Cardiovasc Disord 2023; 23:379. [PMID: 37516829 PMCID: PMC10386674 DOI: 10.1186/s12872-023-03407-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/19/2023] [Indexed: 07/31/2023] Open
Abstract
BACKGROUND Cardiac rehabilitation in patients with chronic heart failure (CHF) has favourable effects on exercise capacity, the risk at hospital (re-)admission and quality of life. Although cardiac rehabilitation is generally recommended it is still under-utilised in daily clinical practice, particularly in frail elderly patients after hospital admission, mainly due to low referral and patient-related barriers. Cardiac telerehabilitation (CTR) has the potential to partially solve these barriers. The purpose of this study is to evaluate the effects of CTR as compared to standard remote care after hospital admission on physical functional capacity in CHF patients. METHODS In this randomised controlled trial, 64 CHF patients will be recruited during hospitalisation for acute decompensated heart failure, and randomised to CTR combined with remote patient management (RPM) or RPM alone (1:1). All participants will start with RPM after hospital discharge for early detection of deterioration, and will be up titrated to optimal medical therapy before being randomised. CTR will start after randomisation and consists of an 18-week multidisciplinary programme with exercise training by physical and occupational therapists, supported by a (remote) technology-assisted dietary intervention and mental health guiding by a physiologist. The training programme consists of three centre-based and two home-based video exercise training sessions followed by weekly video coaching. The mental health and dietary programme are executed using individual and group video sessions. A wrist-worn device enables remote coaching by the physical therapist. The web application is used for promoting self-management by the following modules: 1) goal setting, 2) progress tracking, 3) education, and 4) video and chat communication. The primary outcome measure is physical functional capacity evaluated by the Short Physical Performance Battery (SPPB) score. Secondary outcome measures include frailty scoring, recovery after submaximal exercise, subjective health status, compliance and acceptance to the rehabilitation programme, and readmission rate. DISCUSSION The Tele-ADHF trial is the first prospective randomised controlled trial designed for evaluating the effects of a comprehensive combined RPM and CTR programme in recently hospitalised CHF patients. We hypothesize that this intervention has superior effects on physical functional capacity than RPM alone. TRIAL REGISTRATION Netherlands Trial Registry (NTR) NL9619, registered 21 July 2021.
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Affiliation(s)
- Mayke M C J van Leunen
- Department of Cardiology, Máxima Medical Centre, De Run 4600, 5504 DB, Veldhoven, The Netherlands.
- Department of Industrial Design, Eindhoven University of Technology, Eindhoven, the Netherlands.
| | - Ignace L J de Lathauwer
- Department of Cardiology, Máxima Medical Centre, De Run 4600, 5504 DB, Veldhoven, The Netherlands
- Department of Industrial Design, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Cindy C A G Verstappen
- Department of Cardiology, Catharina Hospital Eindhoven, Eindhoven, the Netherlands
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | | | - Rutger W M Brouwers
- Department of Cardiology, Máxima Medical Centre, De Run 4600, 5504 DB, Veldhoven, The Netherlands
- Department of Industrial Design, Eindhoven University of Technology, Eindhoven, the Netherlands
- Department of Cardiology, Catharina Hospital Eindhoven, Eindhoven, the Netherlands
| | - Cyrille Herkert
- Department of Cardiology, Máxima Medical Centre, De Run 4600, 5504 DB, Veldhoven, The Netherlands
- Department of Cardiology, Catharina Hospital Eindhoven, Eindhoven, the Netherlands
| | - René A Tio
- Department of Cardiology, Catharina Hospital Eindhoven, Eindhoven, the Netherlands
| | - Ruud F Spee
- Department of Cardiology, Máxima Medical Centre, De Run 4600, 5504 DB, Veldhoven, The Netherlands
| | - Yuan Lu
- Department of Industrial Design, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Hareld M C Kemps
- Department of Cardiology, Máxima Medical Centre, De Run 4600, 5504 DB, Veldhoven, The Netherlands
- Department of Industrial Design, Eindhoven University of Technology, Eindhoven, the Netherlands
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9
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Wang Q, Wang H, Tian H, Niu S, Xu R. A Prospective Case-Control Study Examining the Relationship Between Frailty and Serum Myostatin in Older Persons with Chronic Heart Failure. Risk Manag Healthc Policy 2023; 16:1343-1349. [PMID: 37497257 PMCID: PMC10365999 DOI: 10.2147/rmhp.s412725] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 06/15/2023] [Indexed: 07/28/2023] Open
Abstract
Background Frailty affects the prognosis and management of patients with heart failure, and is often related with sarcopenia. Also, the serum myostatin (MSTN) involved in the development of sarcopenia and frailty. This study aimed to determine the connection between MSTN level and frailty in older adults with chronic heart failure (CHF). Methods This prospective case-control study enrolled older adult patients with CHF between May 2019 and May 2021, and analyzed their clinical data. Results In this study 75 older adults with CHF were included, 29 of whom were frail. The B-type natriuretic peptide (BNP) levels were significantly higher in frail older adults with CHF than in older adults with CHF who were not frail (316.82 ± 235.64 pg/mL vs 198.61 ± 112.58 pg/mL; P = 0.016). The MSTN levels were significantly higher in frail participants than in participants who were not frail (2.93 ± 1.35 ng/mL vs 2.24 ± 0.84 ng/mL; P = 0.018). Based on multivariable analysis the BNP (odds ratio [OR] = 1.004, 95% confidence interval [CI] = 1 0.001-1.008; P = 0.018) and MSTN (OR = 1.772, 95% CI = 1.079-2.912; P =0 0.024) levels were independently associated with frailty in older adults with CHF. Conclusion MSTN is a promising biomarker of frailty in elderly patients with CHF.
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Affiliation(s)
- Qing Wang
- Department of the Sixth Health Care, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, 100048, People’s Republic of China
| | - Hongyan Wang
- Department of Geriatrics, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, 100048, People’s Republic of China
| | - Haitao Tian
- Department of Geriatrics, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, 100048, People’s Republic of China
| | - Shaoli Niu
- Department of Geriatrics, The Sixth Medical Center, Chinese PLA General Hospital, Beijing, 100048, People’s Republic of China
| | - Ruyi Xu
- Department of the Sixth Health Care, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, 100048, People’s Republic of China
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10
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Aguilar-Iglesias L, Merino-Merino A, Sanchez-Corral E, Garcia-Sanchez MJ, Santos-Sanchez I, Dominguez-Calvo J, Saez-Maleta R, Perez-Rivera JA. Fast systematic geriatric assessment in acute heart failure patients admitted in Cardiology. Heart Lung 2023; 60:133-138. [PMID: 36996756 DOI: 10.1016/j.hrtlng.2023.03.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 03/13/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023]
Abstract
BACKGROUND Heart failure prevalence is increasing in elder adults. These patients usually present geriatric syndromes, especially frailty. The effect of frailty on heart failure is under discussion but there are few data about the clinical characterization of frail patients who are admitted for acute heart failure decompensation. OBJECTIVE The purpose of this study was to study the differences in clinical baseline variables and geriatric scales between frail and non-frail patients admitted to the Cardiology unit via the Emergency Department for acute heart failure. METHODS We enrolled all patients with acute heart failure who were admitted to the Cardiology unit from the Emergency Department of our hospital from July 2020 through May 2021. A multidimensional and comprehensive geriatric assessment was performed at the moment of admission. We studied differences in baseline variables and geriatric scales according to the frailty status determined by the FRAIL scale. RESULTS A total of 202 patients were included. In the whole population, 68 (33.7%) patients presented frailty defined by a FRAIL score ≥ 3. The frail patients were older (80±9 vs. 69±12 years; p<0.001), and had a worse quality of life (58.31±12.18 vs.39.26±13.71 points; p<0.001) according to the Minnesota scale, presented high comorbidity (47 (69.1%) vs. 67 (50.4%) patients; p = 0.011) defined as ≥3 points according to the Charlson scale and were more dependent (40 (58.8%) vs. 25 (18.8%) patients; p<0.001) according to the Barthel scale. The frail patients presented higher MAGGIC risk scores (24.09±4.99 vs. 18.89±6.26; p<0.001). Despite this adverse profile, the treatments prescribed during the admission and at the hospital discharge were similar. CONCLUSIONS The prevalence of geriatric syndromes, especially frailty, is very high in patients admitted for acute heart failure. Frail patients with acute heart failure had an adverse clinical profile with more prevalence of concomitant geriatric syndromes. Therefore, we consider that a geriatric assessment should be performed during the admission of acute heart failure patients to improve care and attention.
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Razjouyan J, Horstman MJ, Orkaby AR, Virani SS, Intrator O, Goyal P, Amos CI, Naik AD. Developing a Parsimonious Frailty Index for Older, Multimorbid Adults With Heart Failure Using Machine Learning. Am J Cardiol 2023; 190:75-81. [PMID: 36566620 PMCID: PMC9951585 DOI: 10.1016/j.amjcard.2022.11.044] [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: 08/10/2022] [Revised: 10/13/2022] [Accepted: 11/19/2022] [Indexed: 12/24/2022]
Abstract
Frailty is associated with adverse outcomes in heart failure (HF). A parsimonious frailty index (FI) that predicts outcomes of older, multimorbid patients with HF could be a useful resource for clinicians. A retrospective study of veterans hospitalized from October 2015 to October 2018 with HF, aged ≥50 years, and discharged home developed a 10-item parsimonious FI using machine learning from diagnostic codes, laboratory results, vital signs, and ejection fraction (EF) from outpatient encounters. An unsupervised clustering technique identified 5 FI strata: severely frail, moderately frail, mildly frail, prefrail, and robust. We report hazard ratios (HRs) of mortality, adjusting for age, gender, race, and EF and odds ratios (ORs) for 30-day and 1-year emergency department visits and all-cause hospitalizations after discharge. We identified 37,431 veterans (age, 73 ± 10 years; co-morbidity index, 5 ± 3; 43.5% with EF ≤40%). All frailty groups had a higher mortality than the robust group: severely frail (HR 2.63, 95% confidence interval [CI] 2.42 to 2.86), moderately frail (HR 2.04, 95% CI 1.87 to 2.22), mildly frail (HR 1.60, 95% CI 1.47 to 1.74), and prefrail (HR 1.18, 95% CI: 1.07 to 1.29). The associations between frailty and mortality remained unchanged in the stratified analysis by age or EF. The combined (severely, moderately, and mildly) frail group had higher odds of 30-day emergency visits (OR 1.62, 95% CI 1.43 to 1.83), all-cause readmission (OR, 1.75, 95% CI 1.52 to 2.02), 1-year emergency visits (OR 1.70, 95% CI 1.53 to 1.89), rehospitalization (OR 2.18, 95% CI 1.97 to 2.41) than the robust group. In conclusion, a 10-item FI is associated with postdischarge outcomes among patients discharged home after a hospitalization for HF. A parsimonious FI may aid clinical prediction at the point of care.
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Affiliation(s)
- Javad Razjouyan
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, District of Columbia.
| | - Molly J Horstman
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Ariela R Orkaby
- New England Geriatrics Research, Education, and Clinical Center, VA Boston Health Care System, Boston Massachusetts; Brigham and Women's Hospital, Harvard Medical School, Boston Massachusetts
| | - Salim S Virani
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Orna Intrator
- Geriatrics and Extended Care Data Analysis Center, Veterans Health Administration, Canandaigua, New York; University of Rochester, Rochester, New York
| | - Parag Goyal
- Division of General Internal Medicine, Department of Medicine, Weill Medical College of Cornell University, New York, New York; Division of Cardiology, Department of Medicine, Weill Medical College of Cornell University, New York, New York
| | | | - Aanand D Naik
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, District of Columbia; Department of Management, Policy, and Community Health, School of Public Health, University of Texas Health Science Center, Houston, TX; UTHealth Consortium on Aging, University of Texas Health Science Center, Houston, TX
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12
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Dewaswala N, Mishra V, Bhopalwala H, Minhas AK, Keshavamurthy S. Pathophysiology and Management of Heart Failure in the Elderly. Int J Angiol 2022; 31:251-259. [PMID: 36588873 PMCID: PMC9803556 DOI: 10.1055/s-0042-1758357] [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: 11/13/2022] Open
Abstract
The population of elderly adults is increasing globally. It has been projected that the population of adults aged 65 years will increase by approximately 80% by 2050 in the United States. Similarly, the elderly population is rising in other countries; a notable example being Japan where approximately 30% of the population are aged above 65 years. The pathophysiology and management of heart failure (HF) in this age group tend to have more intricacies than in younger age groups owing to the presence of multiple comorbidities. The normal aging biology includes progressive disruption at cellular and genetic levels and changes in molecular signaling and mechanical activities that contribute to myocardial abnormalities. Older adults with HF secondary to ischemic or valvular heart disease may benefit from surgical therapy, valve replacement or repair for valvular heart disease and coronary artery bypass grafting for coronary artery disease. While referring these patients for surgery, patient and family expectations and life expectations should be taken into account. In this review, we will cover the pathophysiology and the management of HF in the elderly, specifically discussing important geriatric domains such as frailty, cognitive impairment, delirium, polypharmacy, and multimorbidity.
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Affiliation(s)
- Nakeya Dewaswala
- Department of Cardiovascular Diseases, University of Kentucky, Lexington, Kentucky
| | - Vinayak Mishra
- Grant Medical College and Sir JJ Group of Hospitals, Mumbai, Maharashtra, India
| | - Huzefa Bhopalwala
- Department of Internal Medicine, Appalachian Regional Healthcare, Whitesburg, Kentucky
| | - Abdul Khan Minhas
- Department of Internal Medicine, Forrest General Hospital, Hattiesburg, Mississippi
| | - Suresh Keshavamurthy
- Department of Surgery, University of Kentucky College of Medicine, Lexington, Kentucky
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Abstract
ABSTRACT BACKGROUND: Surgical frailty is a condition in which patients are weak with varied recovery of various organ functions after surgery resulting in unpleasant outcomes. Frailty studies have been conducted in several populations with a limited knowledge on postoperative brain tumor patients. This study aimed to examine factors predicting frailty in brain tumor patients after craniotomy. METHODS: This study was a cross-sectional predictive study. The sample included 85 patients who were 18 years or older and underwent craniotomy with tumor removal from 1 university hospital in Bangkok, Thailand, between February and October 2021. Data were analyzed using descriptive statistic, Pearson correlation, and multiple linear regression, which determined significance level at .05. RESULTS: The prevalence of frailty among participants was 50.6%. Postoperative symptom and mood state were positively associated with frailty (r = 0.410 and r = 0.448, respectively; P < .01). Postoperative symptom, mood state, age, tumor type, and income could explain the variance of frailty in brain tumor patients after craniotomy by 40.3% (R2 = 0.403, P < .01). CONCLUSION: Healthcare providers should plan for discharge planning including assessment and develop the intervention for managing postoperative symptoms and psychological symptoms to promote recovery from frailty that generally occurs after brain tumor surgery.
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Oliosi E, Guede-Fernández F, Londral A. Machine Learning Approaches for the Frailty Screening: A Narrative Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19148825. [PMID: 35886674 PMCID: PMC9320589 DOI: 10.3390/ijerph19148825] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/18/2022] [Accepted: 07/19/2022] [Indexed: 12/16/2022]
Abstract
Frailty characterizes a state of impairments that increases the risk of adverse health outcomes such as physical limitation, lower quality of life, and premature death. Frailty prevention, early screening, and management of potential existing conditions are essential and impact the elderly population positively and on society. Advanced machine learning (ML) processing methods are one of healthcare’s fastest developing scientific and technical areas. Although research studies are being conducted in a controlled environment, their translation into the real world (clinical setting, which is often dynamic) is challenging. This paper presents a narrative review of the procedures for the frailty screening applied to the innovative tools, focusing on indicators and ML approaches. It results in six selected studies. Support vector machine was the most often used ML method. These methods apparently can identify several risk factors to predict pre-frail or frailty. Even so, there are some limitations (e.g., quality data), but they have enormous potential to detect frailty early.
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Affiliation(s)
- Eduarda Oliosi
- Value for Health CoLAB, 1150-190 Lisboa, Portugal; (E.O.); (F.G.-F.)
- LIBPhys (Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics), NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal
| | - Federico Guede-Fernández
- Value for Health CoLAB, 1150-190 Lisboa, Portugal; (E.O.); (F.G.-F.)
- LIBPhys (Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics), NOVA School of Science and Technology, NOVA University of Lisbon, 2829-516 Caparica, Portugal
| | - Ana Londral
- Value for Health CoLAB, 1150-190 Lisboa, Portugal; (E.O.); (F.G.-F.)
- Comprehensive Health Research Center, NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Correspondence:
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15
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Employing the Multivariate Edmonton Scale in the Assessment of Frailty Syndrome in Heart Failure. J Clin Med 2022; 11:jcm11144022. [PMID: 35887785 PMCID: PMC9318958 DOI: 10.3390/jcm11144022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/09/2022] [Accepted: 07/11/2022] [Indexed: 11/29/2022] Open
Abstract
Background: Frailty syndrome (FS) is a syndrome characterized by a reduction in the body’s physiological reserves as a result of the accumulation of reduced efficiency of many organs and systems. Experts of the Heart Failure Association of the European Society of Cardiology (ECS) emphasize the need to assess frailty in all patients with heart failure (HF). There is no specific scale dedicated to this group of patients. The aim of the study was to assess the occurrence of the frailty syndrome in heart failure using the multidimensional Edmonton Frailty Scale (EFS). Methods: The study included 106 patients diagnosed with heart failure with reduced left ventricular ejection fraction (LVEF < 40%). The average age was 62.6 ± 9.7 years. Most of the patients (84%) studied were men. In 70 people (66%), the cause of heart failure was coronary artery disease. The study group included patients admitted to hospital on a scheduled basis and with exacerbation of heart failure. Frailty was measured using the EFS before discharge from the hospital. Demographic, sociodemographic and clinical data were obtained. A 12-month follow-up period was included in the project. The number of readmissions after 6 and 12 months was assessed. Results: A correlation was observed between the New York Heart Association (NYHA) functional class and the occurrence of frailty—this applies to the assessment at the beginning and at the end of hospitalization. When analyzing the age of the patients in relation to frailty, a statistically significant difference was obtained. The youngest group in terms of age were non-frail patients. Hospitalization of people prone to development of the frailty syndrome and diagnosed with the FS was significantly more often associated with the occurrence of complications during hospital stays. Rehospitalizations for exacerbation of heart failure were much more frequent in patients with frailty. Conclusions: Assessment and monitoring of the state of increased sensitivity to the development of frailty or FS in patients with heart failure should influence the differentiation of clinical management. The Edmonton Questionnaire may be a helpful tool for the assessment of frailty in hospitalized patients with HF.
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16
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Wang X, Zhang C. Chinese expert consensus on the diagnosis and treatment of chronic heart failure in elderly patients (2021). Aging Med (Milton) 2022; 5:78-93. [PMID: 35792618 PMCID: PMC9245176 DOI: 10.1002/agm2.12215] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 05/20/2022] [Accepted: 05/22/2022] [Indexed: 11/30/2022] Open
Abstract
Heart failure is a clinical syndrome caused by ventricular insufficiency, which results in decreased activity tolerance and repeated hospitalization, seriously affecting quality of life, and it is the main cause of death in elderly people. In recent years, great progress has been made in the treatment of heart failure, but the prevalence, mortality, and readmission rate among elderly patients with heart failure remain high. Because elderly patients have multiple cardiovascular disease risk factors, coexistence of multiple diseases accompanied by multiple syndromes, multiple medications, and natural decline of body functions, the clinical diagnosis, treatment, rehabilitation, and long-term management of these patients differ from those in other populations. To facilitate clinical practice and application of clinical geriatric medicine, especially among community physicians, experts from the Cardiovascular Group, Geriatrics Branch of the Chinese Medical Association have drafted this consensus to summarize the diagnosis and treatment regimens for elderly patients with chronic heart failure and provide guidance for its clinical diagnosis and treatment in China.
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Affiliation(s)
- Xiaoming Wang
- Department of GeriatricsXijing Hospital, Air Force Medical UniversityXi'anChina
| | - Cuntai Zhang
- Department of GeriatricsTongji Hospital, Tongji Medical College of Huazhong University of Science & TechnologyWuhanChina
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17
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Son Y, Kim S, Lee W, Shin SY, Won H, Cho JH, Kim HM, Hong J, Choi J. Prevalence and factors associated with pre‐frailty and frailty among Korean older adults with heart failure. J Adv Nurs 2022; 78:3235-3246. [DOI: 10.1111/jan.15248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 01/24/2022] [Accepted: 03/17/2022] [Indexed: 11/30/2022]
Affiliation(s)
- Youn‐Jung Son
- Red Cross College of Nursing Chung‐Ang University Dongjak‐gu Seoul South Korea
| | - Sang‐Wook Kim
- Division of Cardiology Chung‐Ang University Gwang‐Myeong Hospital, Chung‐Ang University College of Medicine Gwangmyeong‐si South Korea
| | - Wang‐Soo Lee
- Division of Cardiology Chung‐Ang University Hospital, Chung‐Ang University College of Medicine Dongjak‐gu Seoul South Korea
| | - Seung Yong Shin
- Division of Cardiology Chung‐Ang University Hospital, Chung‐Ang University College of Medicine Dongjak‐gu Seoul South Korea
| | - Hoyoun Won
- Division of Cardiology Chung‐Ang University Hospital, Chung‐Ang University College of Medicine Dongjak‐gu Seoul South Korea
| | - Jun Hwan Cho
- Division of Cardiology Chung‐Ang University Gwang‐Myeong Hospital, Chung‐Ang University College of Medicine Gwangmyeong‐si South Korea
| | - Hyue Mee Kim
- Division of Cardiology Chung‐Ang University Hospital, Chung‐Ang University College of Medicine Dongjak‐gu Seoul South Korea
| | - Joonhwa Hong
- Department of Thoracic and Cardiovascular Surgery Chung‐Ang University Hospital, Chung‐Ang University College of Medicine Dongjak‐gu Seoul South Korea
| | - JiYeon Choi
- Mo‐Im Kim Nursing Research Institute Yonsei University College of Nursing Seodaemun‐gu Seoul South Korea
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Herrero-Torrus M, Badosa N, Roqueta C, Ruiz-Bustillo S, Solé-González E, Belarte-Tornero LC, Valdivielso-Moré S, Vázquez O, Farré N. Randomized Controlled Trial Comparing a Multidisciplinary Intervention by a Geriatrician and a Cardiologist to Usual Care after a Heart Failure Hospitalization in Older Patients: The SENECOR Study. J Clin Med 2022; 11:jcm11071932. [PMID: 35407540 PMCID: PMC8999953 DOI: 10.3390/jcm11071932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 03/25/2022] [Accepted: 03/28/2022] [Indexed: 12/16/2022] Open
Abstract
Background: The prognosis of older patients after a heart failure (HF) hospitalization is poor. Methods: In this randomized trial, we consecutively assigned 150 patients 75 years old or older with a recent heart failure hospitalization to follow-up by a cardiologist (control) or follow-up by a cardiologist and a geriatrician (intervention). The primary outcome was all-cause hospitalization at a one-year follow-up. Results: All-cause hospitalization occurred in 47 of 75 patients (62.7%) in the intervention group and in 58 of 75 patients (77.3%) in the control group (hazard ratio, 0.67; 95% confidence interval, 0.46 to 0.99; p = 0.046). The number of patients with at least one HF hospitalization was similar in both groups (34.7% in the intervention group vs. 40% in the control group, p = 0.5). There were a total of 236 hospitalizations during the study period. The main reasons for hospitalization were heart failure (38.1%) and infection (14.8%). Mortality was 24.7%. Heart failure was the leading cause of mortality (54.1% of all deaths), without differences between groups. Conclusions: A follow-up by a cardiologist and geriatrician in older patients after an HF hospitalization was superior to a cardiologist’s follow-up in reducing all-cause hospitalization in older patients. (Funded by Beca Primitivo de la Vega, Fundación MAPFRE. ClinicalTrials.gov number, NCT03555318).
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Affiliation(s)
- Marta Herrero-Torrus
- Geriatrics Department, Hospital del Mar, 08003 Barcelona, Spain; (M.H.-T.); (C.R.); (O.V.)
| | - Neus Badosa
- Heart Failure Unit, Cardiology Department, Hospital del Mar, 08003 Barcelona, Spain; (N.B.); (S.R.-B.); (E.S.-G.); (L.C.B.-T.); (S.V.-M.)
- Biomedical Research Group on Heart Disease, Hospital del Mar Medical Research Group (IMIM), 08003 Barcelona, Spain
| | - Cristina Roqueta
- Geriatrics Department, Hospital del Mar, 08003 Barcelona, Spain; (M.H.-T.); (C.R.); (O.V.)
- Department of Medicine, Universitat Autónoma de Barcelona, 08193 Barcelona, Spain
| | - Sonia Ruiz-Bustillo
- Heart Failure Unit, Cardiology Department, Hospital del Mar, 08003 Barcelona, Spain; (N.B.); (S.R.-B.); (E.S.-G.); (L.C.B.-T.); (S.V.-M.)
- Biomedical Research Group on Heart Disease, Hospital del Mar Medical Research Group (IMIM), 08003 Barcelona, Spain
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, 08002 Barcelona, Spain
| | - Eduard Solé-González
- Heart Failure Unit, Cardiology Department, Hospital del Mar, 08003 Barcelona, Spain; (N.B.); (S.R.-B.); (E.S.-G.); (L.C.B.-T.); (S.V.-M.)
| | - Laia C. Belarte-Tornero
- Heart Failure Unit, Cardiology Department, Hospital del Mar, 08003 Barcelona, Spain; (N.B.); (S.R.-B.); (E.S.-G.); (L.C.B.-T.); (S.V.-M.)
- Biomedical Research Group on Heart Disease, Hospital del Mar Medical Research Group (IMIM), 08003 Barcelona, Spain
| | - Sandra Valdivielso-Moré
- Heart Failure Unit, Cardiology Department, Hospital del Mar, 08003 Barcelona, Spain; (N.B.); (S.R.-B.); (E.S.-G.); (L.C.B.-T.); (S.V.-M.)
- Biomedical Research Group on Heart Disease, Hospital del Mar Medical Research Group (IMIM), 08003 Barcelona, Spain
| | - Olga Vázquez
- Geriatrics Department, Hospital del Mar, 08003 Barcelona, Spain; (M.H.-T.); (C.R.); (O.V.)
| | - Núria Farré
- Heart Failure Unit, Cardiology Department, Hospital del Mar, 08003 Barcelona, Spain; (N.B.); (S.R.-B.); (E.S.-G.); (L.C.B.-T.); (S.V.-M.)
- Biomedical Research Group on Heart Disease, Hospital del Mar Medical Research Group (IMIM), 08003 Barcelona, Spain
- Department of Medicine, Universitat Autónoma de Barcelona, 08193 Barcelona, Spain
- Correspondence:
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Adherence to Medication in Older Adults with Type 2 Diabetes Living in Lubuskie Voivodeship in Poland: Association with Frailty Syndrome. J Clin Med 2022; 11:jcm11061707. [PMID: 35330032 PMCID: PMC8953376 DOI: 10.3390/jcm11061707] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 03/09/2022] [Accepted: 03/17/2022] [Indexed: 02/06/2023] Open
Abstract
Purpose: Diabetic patients aged 65 years or older are more likely to be frail than non-diabetic older adults. Adherence to therapeutic recommendations in the elderly suffering from diabetes and co-existent frailty syndrome may prevent complications such as micro- or macroangiopathy, as well as significantly affect prevention and reversibility of frailty. The study aimed at assessing the impact of frailty syndrome (FS) on the level of adherence to medication in elderly patients with type 2 diabetes (DM2). Patients and Methods: The research was carried out among 175 DM2 patients (87; 49.71% women and 88; 50.29% men) whose average age amounted to 70.25 ± 6.7. Standardized research instruments included Tilburg frailty indicator (TFI) to assess FS and adherence in chronic disease scale questionnaire (ACDS) to measure adherence to medications. Results: The group of 101 (57.71%) patients displayed medium, 39 (22.29%)—low, and 35 (20.00%)—high adherence. As many as 140 of them (80.00%) were diagnosed with frailty syndrome. The median of the average result of TFI was significantly higher in the low adherence group (p ˂ 0.001) (Mdn = 9, Q1–Q3; 7–10 pt.) than in the medium (Mdn = 6, Q1–Q3; 5–9 pt.) or high adherence (Mdn = 6.00, Q1–Q3; 4.5–8 pt.) ones. The independent predictors of the chance to be qualified to the non-adherence group included three indicators: TFI (OR 1.558, 95% CI 1.245–1.95), male gender (OR 2.954, 95% CI 1.044–8.353), and the number of all medications taken daily (each extra pill decreased the chance of being qualified to the non-adherence group by 15.3% (95% CI 0.728–0.954). Conclusion: Frailty syndrome in elderly DM2 patients influenced medical adherence in this group. The low adhesion group had higher overall TFI scores and separately higher scores in the physical and psychological domains compared to the medium and high adhesion groups.
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Uchmanowicz I, Pasieczna AH, Wójta-Kempa M, Gobbens RJJ, Młynarska A, Faulkner KM, Czapla M, Szczepanowski R. Physical, Psychological and Social Frailty Are Predictive of Heart Failure: A Cross-Sectional Study. J Clin Med 2022; 11:jcm11030565. [PMID: 35160017 PMCID: PMC8836458 DOI: 10.3390/jcm11030565] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 01/18/2022] [Accepted: 01/21/2022] [Indexed: 02/07/2023] Open
Abstract
Background: Little is known about frailty among patients hospitalized with heart failure (HF). To date, the limited information on frailty in HF is based on a unidimensional view of frailty, in which only physical aspects are considered when determining frailty. The aims of this study were to study different dimensions of frailty (physical, psychological and social) in patients with HF and the effect of different dimensions of frailty on the incidence of heart failure. Methods: The study used a cross-sectional design and included 965 patients hospitalized for heart failure and 164 healthy controls. HF was defined according to the ESC guidelines. The Tilburg Frailty Indicator (TFI) was used to assess frailty. Probit regression analyses and chi-square statistics were used to examine associations between the occurrence of heart failure and TFI domains of frailty. Results: Patients diagnosed with frailty were 15.3% more likely to develop HF compared to those not diagnosed with frailty (p < 0.001). An increase in physical, psychological and social frailty corresponded to an increased risk of HF of 2.9% (p < 0.001), 4.4% (p < 0.001) and 6.6% (p < 0.001), respectively. Conclusions: We found evidence of the association between different dimensions of frailty and incidence of HF.
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Affiliation(s)
- Izabella Uchmanowicz
- Department of Nursing and Obstetrics, Faculty of Health Sciences, Wroclaw Medical University, 51-618 Wrocław, Poland;
- Institute of Heart Diseases, University Hospital, 50-566 Wroclaw, Poland
| | | | - Monika Wójta-Kempa
- Department of Health Humanities and Social Science, Wroclaw Medical University, 51-618 Wrocław, Poland;
| | - Robbert J. J. Gobbens
- Faculty of Health, Sports and Social Work, Inholland University of Applied Sciences, 1081 HV Amsterdam, The Netherlands;
- Zonnehuisgroep Amstelland, 1186 AA Amstelveen, The Netherlands
- Department Family Medicine and Population Health, Faculty of Medicine and Health Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Agnieszka Młynarska
- Department of Gerontology and Geriatric Nursing, School of Health Sciences, Medical University of Silesia, 40-055 Katowice, Poland;
| | | | - Michał Czapla
- Institute of Heart Diseases, University Hospital, 50-566 Wroclaw, Poland
- Laboratory for Experimental Medicine and Innovative Technologies, Department of Emergency Medical Service, Wroclaw Medical University, 51-616 Wroclaw, Poland
- Correspondence:
| | - Remigiusz Szczepanowski
- Department of Computer Science and Systems Engineering, Wrocław University of Science and Technology, 50-370 Wrocław, Poland;
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Zhang Y, Liu S, Ma JL, Chen C, Huang P, Ji JH, Wu D, Ren LQ. Apocynum venetum leaf extract alleviated doxorubicin-induced cardiotoxicity through the AKT/Bcl-2 signaling pathway. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2022; 94:153815. [PMID: 34781232 DOI: 10.1016/j.phymed.2021.153815] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 10/01/2021] [Accepted: 10/17/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Doxorubicin (DOX) is a broad-spectrum anti-tumor drug that has been associated with cardiotoxicity. Plant extracts have been shown to confer protection against DOX-induced cardiotoxicity. Apocynum venetum L. belongs to the Apocynaceae family. Flavonoid extracted from Apocynum venetum L. possess various biological effects, such as lowering blood pressure levels, sedation, diuresis, anti-aging, and improving immunity. PURPOSE This study investigated the mechanism by which dry leaf extract of Apocynum venetum L. (AVLE) alleviates DOX-induced cardiomyocyte apoptosis. METHODS HPLC-MS/MS and HPLC methods were used to analyze the components of AVLE. The effects of DOX and AVLE on apoptosis of H9c2 and HMC cells were assessed using the MTT assay. Calcein AM/PI, TUNEL, and flow cytometry were carried out to determine the effects of AVLE on DOX-induced apoptosis. The effect of AVLE on DOX-induced oxidative stress in cardiomyocytes was investigated using ELISA test. Mito-Tracker Red CMXRos, JC-1, and RT-qPCR assays were performed to evaluate the impact of AVLE on DOX-induced cardiomyocyte mitochondrial activity and membrane permeability. Western blot assay was carried out to determine the activation of multiple signaling molecules, including phosphorylated-protein kinase B (p-AKT), Cytochrome c, Bcl-2 family, and caspase family in the apoptosis pathway. The AKT inhibitor was used to block AKT/Bcl-2 signaling pathway to investigate the role of AKT in the protection conferred by AVLE against DOX-induced cardiotoxicity. RESULTS A total of 8 compounds, including rutin, hyperoside, isoquercetin, unidentified compounds, myricetin, quercetin, quercetin-3-O-glucuronide and kaempferol, were detected in AVLE. Of note, DOX suppressed lactate dehydrogenase (LDH) levels, aggravated oxidative stress, and promoted cardiomyocyte apoptosis. It also upregulated the mRNA expression levels of voltage-dependent anion channel 1 (VDAC1), adenosine nucleotide transporter 1 (ANT1), and cyclophilin D (CYPD), while suppressing mitochondrial activity and mitochondrial membrane permeability. Treatment with DOX altered the expression levels of apoptosis-associated proteins, Bcl-2 and Bax. However, AVLE treatment alleviated DOX-induced effects on cardiomyocytes. In addition, application of AKT inhibitors promoted DOX-induced apoptosis and reversed the inhibitory effects of AVLE on DOX-induced apoptosis. CONCLUSIONS AVLE confer cardio protection by suppressing oxidative stress and apoptosis of cardiomyocytes via AKT/Bcl-2 signaling pathway.
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Affiliation(s)
- Yang Zhang
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China
| | - Shan Liu
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China
| | - Jiu-Long Ma
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China
| | - Chen Chen
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China
| | - Peng Huang
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China
| | - Jia-Hua Ji
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China
| | - Di Wu
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China
| | - Li-Qun Ren
- Department of Experimental Pharmacology and Toxicology, School of Pharmacy, Jilin University, 1266 Fujin Road, Changchun, Jilin 130021, China.
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22
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Kanazawa N, Inoue N, Tani T, Naito K, Horiguchi H, Fushimi K. Implementation of Rehabilitation and Patient Outcomes During the Initial COVID-19 Pandemic. Prog Rehabil Med 2022; 7:20220031. [PMID: 35814717 PMCID: PMC9225958 DOI: 10.2490/prm.20220031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/24/2022] [Indexed: 11/26/2022] Open
Abstract
Objectives: This study investigated the impact of the initial outbreak of coronavirus disease
(COVID-19) on rehabilitation and functional outcomes of patients in Japanese
hospitals. Methods: The study subjects were hospitals belonging to Japan’s National Hospital Organization
that provided inpatient care for patients with coronavirus COVID-19 during March–May
2020. We specifically focused on patients who were hospitalized for acute diseases, such
as stroke, hip fracture, acute myocardial infarction, congestive heart failure, or
chronic obstructive pulmonary disease, and received rehabilitation during
hospitalization. Data were sourced from Japanese administrative data. The primary
outcome was rehabilitation provision time in the target hospitals. The secondary
outcomes were patient outcomes: rehabilitation participation time, length of hospital
stay, 30-day readmission rate, and improvement of activities of daily living.
Interrupted time series analysis was performed to evaluate the trend of rehabilitation
provision time. Patient outcomes were compared with those for 2019. Results: The rehabilitation provision time for outpatients declined by 62% during the pandemic,
while that for inpatients declined temporarily, and then increased. Compared with 2019
outcomes, rehabilitation participation time was longer and hospital stay length was
shorter for stroke and hip-fracture patients, the 30-day readmission rate was increased
for hip-fracture patients, and improvement of activities in daily living was less for
patients with congestive heart failure who were totally dependent at admission. Other
outcomes did not change. Conclusions: The findings suggest that during the initial COVID-19 pandemic, resources for
rehabilitation were quickly reallocated to inpatient care, and the impact on inpatient
outcomes was minimized.
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Affiliation(s)
- Natsuko Kanazawa
- Department of Clinical Data Management and Research, Clinical Research Center, National Hospital Organization, Tokyo, Japan
| | - Norihiko Inoue
- Department of Health Policy and Informatics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takuaki Tani
- Department of Clinical Data Management and Research, Clinical Research Center, National Hospital Organization, Tokyo, Japan
| | - Koichi Naito
- Department of Physical Therapy, Faculty of Medical Sciences, Nagoya Women’s University, Nagoya, Japan
| | - Hiromasa Horiguchi
- Department of Clinical Data Management and Research, Clinical Research Center, National Hospital Organization, Tokyo, Japan
| | - Kiyohide Fushimi
- Department of Clinical Data Management and Research, Clinical Research Center, National Hospital Organization, Tokyo, Japan
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23
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Kang YP, Chen LY, Zhu JJ, Liu WX, Ma CS. Association of frailty with in-hospital outcomes in elderly patients with heart failure. World J Clin Cases 2021; 9:11208-11219. [PMID: 35071551 PMCID: PMC8717519 DOI: 10.12998/wjcc.v9.i36.11208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 06/28/2021] [Accepted: 08/17/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Frailty is prevalent in elderly patients with cardiovascular diseases. However, the association between frailty and in-hospital outcomes for elderly patients with heart failure and reduced ejection (HFrEF) remains unknown.
AIM To evaluate the predictive efficacy of frailty, compared with pre-frailty, for adverse events in these patients.
METHODS Elderly patients (≥ 60 years) with HFrEF were assessed. Frailty was evaluated with the Fried phenotype criteria, and physical performance was evaluated based on handgrip strength and the short physical performance battery (SPPB). The composite incidence of adverse events, including all-cause death, multiple organ failure, cardiac shock, and malignant arrhythmia, during hospitalization was recorded.
RESULTS Overall, 252 elderly individuals with HFrEF [mean age: 69.4 ± 6.7 years, male: 169 (67.0%)] were included. One hundred and thirty-five (53.6%) patients were frail and 93 (36.9%) were pre-frail. Frail patients were older, more likely to be female, to have a lower blood pressure, and to present with left ventricular thrombosis (P all < 0.05). Frail patients with HFrEF had a higher incidence of in-hospital mortality (11.9% vs 4.3%, P = 0.048). Multivariate analyses showed that female gender (OR = 0.422), aging (OR = 1.090), poor cardiac functional class (OR = 2.167), frailty (OR = 2.379), and lower handgrip strength (OR = 1.106) were independent predictors of in-hospital adverse events (P all < 0.05).
CONCLUSION Frailty may be associated with poor in-hospital outcomes for elderly patients with HFrEF. The influence of frailty on long-term prognosis in these patients deserves further investigation.
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Affiliation(s)
- Yun-Peng Kang
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, National Clinical Research Center for Cardiovascular Diseases, Beijing 100029, China
| | - Li-Ying Chen
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, National Clinical Research Center for Cardiovascular Diseases, Beijing 100029, China
| | - Jia-Jia Zhu
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, National Clinical Research Center for Cardiovascular Diseases, Beijing 100029, China
| | - Wen-Xian Liu
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, National Clinical Research Center for Cardiovascular Diseases, Beijing 100029, China
| | - Chang-Sheng Ma
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, National Clinical Research Center for Cardiovascular Diseases, Beijing 100029, China
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24
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Bodolea C, Hiriscau EI, Buzdugan EC, Grosu AI, Stoicescu L, Vesa Ș, Cauli O. The Association between Peripheral Blood Cells and the Frailty Syndrome in Patients with Cardiovascular Diseases. Endocr Metab Immune Disord Drug Targets 2021; 20:1419-1433. [PMID: 32787768 PMCID: PMC8226153 DOI: 10.2174/1871530320666200813135905] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 06/02/2020] [Accepted: 06/11/2020] [Indexed: 12/24/2022]
Abstract
Background Frailty syndrome is characterized by multisystem dysregulation frequently found in older individuals or even in younger patients with chronic disabling diseases such as cardiovascular diseases. Objective To determine whether peripheral blood cell count, and its subpopulations, red blood cell and platelets, morphology and different ratios (neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio and red blood distribution width-to-platelet ratio) are associated with cardiac frail patients, and through this to improve the prediction of frailty status in patients with cardiovascular diseases. Methods An observational, retrospective, cohort study enrolling 179 patients with cardiovascular disease divided into two groups: non-frail group (100 pts) and frail group (79 pts), a cohort detached from the Frail.RO study. The frailty was evaluated based on the Fried criteria; haematological markers, sociodemographic data, and variables related to cardiovascular diseases and comorbidities were also recorded. Results Lower lymphocytes, platelet count, and neutrophil-to-lymphocyte ratio were significantly associated with a more severe frailty syndrome. Regarding red blood cells, haemoglobin concentration and red cell distribution width significantly correlated with the severity of the frailty syndrome. Receiver operating characteristic curve analysis for these markers associated with the frailty syndrome revealed an acceptable sensitivity of 66% and specificity of 65% to identify frail individuals. Malnutrition and hypercholesterolemia are relevant predictors for identifying frailty in hospitalized cardiovascular patients. Conclusion The evaluation of peripheral blood cell composition routinely measured in clinical practice can represent a valuable, but limited indicator, to diagnose frailty syndrome and eventually, the effects of interventions in frail patients with cardiovascular diseases.
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Affiliation(s)
- Constantin Bodolea
- ICU Department, ”Iuliu Hațieganu”, University of Medicine and Pharmacy, Cluj-Napoca, Romania,ICU Department, ”Iuliu Hațieganu” University Clinical Municipal Hospital, Cluj-Napoca, Romania
| | - Elisabeta I Hiriscau
- ICU Department, ”Iuliu Hațieganu” University Clinical Municipal Hospital, Cluj-Napoca, Romania,Nursing Department, ”Iuliu Hațieganu”, University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Elena-Cristina Buzdugan
- Internal Medicine Department, ”Iuliu Hațieganu”University of Medicine and Pharmacy, Cluj-Napoca, Romania,Cardiology Unit, University Clinical Municipal Hospital, Cluj-Napoca, Romania
| | - Alin I Grosu
- Internal Medicine Department, ”Iuliu Hațieganu”University of Medicine and Pharmacy, Cluj-Napoca, Romania,Cardiology Unit, University Clinical Municipal Hospital, Cluj-Napoca, Romania
| | - Laurențiu Stoicescu
- Internal Medicine Department, ”Iuliu Hațieganu”University of Medicine and Pharmacy, Cluj-Napoca, Romania,Cardiology Unit, University Clinical Municipal Hospital, Cluj-Napoca, Romania
| | - Ștefan Vesa
- Department of Clinical Pharmacology,”Iuliu Hațieganu”University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Omar Cauli
- Department of Nursing, University of Valencia, Valencia, Spain
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25
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Weng SC, Lin CS, Tarng DC, Lin SY. Physical frailty and long-term mortality in older people with chronic heart failure with preserved and reduced ejection fraction: a retrospective longitudinal study. BMC Geriatr 2021; 21:92. [PMID: 33522908 PMCID: PMC7849094 DOI: 10.1186/s12877-020-01971-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 12/16/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Frailty, a syndrome characterized by a decline in function reserve, is common in older patients with heart failure (HF) and is associated with prognosis. This study aimed to evaluate the impact of frailty on outcomes in older patients with preserved and reduced cardiac function. METHODS In total, 811 adults aged ≥65 years were consecutively enrolled from 2009 to 2018. HF was diagnosed according to the ICD9 code and a 2D echocardiogram was categorized by reduced ejection fraction (HFrEF) and preserved ejection fraction (HFpEF). The index date was registered at the time of HF. All patients received a comprehensive geriatric assessment, and clinical outcomes were examined with adjustment of the other prognostic variables. RESULTS Mean age was 80.5 ± 7.1 years. The prevalence of HF, HFpEF, HFrEF, Fried, and Rockwood frailty indicators was 28.5, 10.4, 9.7, 52.5, and 74.9%, respectively. At baseline, scores in the Timed Up and Go test was closely associated with the severity of HF, either with HFpEF or HFrEF. After a mean follow-up of 3.2 ± 2.0 years, we found that HF patients with low handgrip strength (HGS) had the poorest survival, followed by non-HF patients with decreased HGS, and HF with fair HGS in comparison with non-HF with fair HGS (p = 0.008) if participants were arbitrarily divided into two HGS groups. In all patients, a high Rockwood frailty index was independently associated with increased mortality (adjusted hazard ratio [aHR] = 1.05; 95% confidence interval [CI]: 1.0004 to 1.10). In addition, the adjusted mortality HR was 3.42 with decreased HGS (95% CI: 1.03 to 11.40), 7.65 with use of mineralocorticoid receptor antagonist (95% CI: 2.22 to 26.32), and 1.26 with associated multi-comorbidities assessed by Charlson comorbidity index (95% CI: 1.05 to 1.51). CONCLUSIONS Our study results indicate that frailty and decreased physical functions were associated with HF. Besides, frailty and HGS predicted prognosis in the patients, and there was a combined effect of HF and low HGS on survival.
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Affiliation(s)
- Shuo-Chun Weng
- Institute of Clinical Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Center for Geriatrics and Gerontology, Taichung Veterans General Hospital, Taichung, Taiwan.,Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Chu-Sheng Lin
- Center for Geriatrics and Gerontology, Taichung Veterans General Hospital, Taichung, Taiwan.,Department of Family Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Der-Cherng Tarng
- Institute of Clinical Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department and Institute of Physiology, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Center for intelligent Drug Systems and Smart Bio-devices (IDS2B), Hsinchu, Taiwan.,Department of Biological Science and Technology, College of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Shih-Yi Lin
- Institute of Clinical Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. .,Center for Geriatrics and Gerontology, Taichung Veterans General Hospital, Taichung, Taiwan. .,Center for Geriatrics and Gerontology, Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, No.1650 Boulevard Sect. 4, Taichung, Taiwan.
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26
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Carhuallanqui Bastidas J, Mejía Sánchez EG, Carhuallanqui Bastidas JL, Villanueva Pérez FI, Ludeña Riveros E. [Frailty in older adults with chronic heart failure in a hospital from Lima]. ARCHIVOS PERUANOS DE CARDIOLOGIA Y CIRUGIA CARDIOVASCULAR 2021; 2:15-21. [PMID: 37727258 PMCID: PMC10506547 DOI: 10.47487/apcyccv.v2i1.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 03/30/2021] [Indexed: 09/21/2023]
Abstract
Objective To determine the prevalence of frailty in older adults with heart failure and to examine the association between frailty and socio-demographic and clinical characteristics in patients in the Chronic Heart Failure program of the Guillermo Almenara Irigoyen National Hospital in the period 2018-2020. Materials and methods Observational, cross-sectional, correlational study with quantitative approach in patients older than 60 years who had a frailty assessment using the Edmonton scale; as non-frail (0-4), apparently vulnerable (5-6), mildly frail (7-8), moderately frail (9-10) and severely frail (11-17). The association of frailty and patient characteristics was assessed using Pearson's Chi-Square test, values of p<0.05 and with a 95% confidence interval were considered significant. Results The prevalence of frailty was 58.8%, most patients were male (71.8%) and the average age was 72.9 years. Age and number of comorbidities were statistically significant factors associated with frailty with p=0.004 and p<0.001 respectively. Conclusions The prevalence of frailty was high in patients older than 60 years in the chronic heart failure program. Older patients with more comorbidities were at higher risk of frailty, highlighting the need for comprehensive assessment and screening for frailty in order to design secondary prevention programs in a timely manner.
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Affiliation(s)
| | | | | | | | - Erika Ludeña Riveros
- Hospital Guillermo Almenara Irigoyen-EsSalud. Lima,Perú.Hospital Guillermo Almenara Irigoyen-EsSaludLimaPerú
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27
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Tyler Williamson P, Aponte-Hao S, Mele B, Lethebe BC, Leduc C, Thandi M, Katz A, Wong ST. Developing and Validating a Primary Care EMR-based Frailty Definition using Machine Learning. Int J Popul Data Sci 2020; 5:1344. [PMID: 32935059 PMCID: PMC7477778 DOI: 10.23889/ijpds.v5i1.1344] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Introduction Individuals who have been identified as frail have an increased state of vulnerability, often leading to adverse health events, increased health spending, and potentially detrimental outcomes. Objective The objective of this work is to develop and validate a case definition for frailty that can be used in a primary care electronic medical record database. Methods This is a cross-sectional validation study using data from the Canadian Primary Care Sentinel Surveillance Network (CPCSSN) in Southern Alberta. 52 CPCSSN sentinels assessed a random sample of their own patients using the Rockwood Clinical Frailty scale, resulting in a total of 875 patients to be used as reference standard. Patients must be over the age of 65 and have had a clinic visit within the last 24 months. The case definition for frailty was developed using machine learning methods using CPCSSN records for the 875 patients. Results Of the 875 patients, 155 (17.7%) were frail and 720 (84.2%) were not frail. Validation metrics of the case definition were: sensitivity and specificity of 0.28, 95% CI (0.21 to 0.36) and 0.94, 95% CI (0.93 to 0.96), respectively; PPV and NPV of 0.53, 95% CI (0.42 to 0.64) and 0.86, 95% CI (0.83 to 0.88), respectively. Conclusions The low sensitivity and specificity results could be because frailty as a construct remains under-developed and relatively poorly understood due to its complex nature. These results contribute to the literature by demonstrating that case definitions for frailty require expert consensus and potentially more sophisticated algorithms to be successful.
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Affiliation(s)
- PhD Tyler Williamson
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary.,O'Brien Institute for Public Health and Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary.,Centre for Health Informatics, Cumming School of Medicine, University of Calgary
| | - Sylvia Aponte-Hao
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary
| | - Bria Mele
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary
| | - Brendan Cord Lethebe
- Centre for Health Informatics, Cumming School of Medicine, University of Calgary.,Clinical Research Unit, Cumming School of Medicine, University of Calgary
| | - Charles Leduc
- Department of Family Medicine, Cumming School of Medicine, University of Calgary
| | - Manpreet Thandi
- School of Nursing, University of British Columba.,Centre for Health Services and Policy Research, University of British Columbia
| | - Alan Katz
- Departments of Family Medicine and Community Health Sciences, Manitoba Centre for Health Policy, University of Manitoba
| | - Sabrina T Wong
- School of Nursing, University of British Columba.,Centre for Health Services and Policy Research, University of British Columbia
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28
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Sacha M, Sacha J, Wieczorowska-Tobis K. Simultaneous Employment of the FRAIL Scale and the Tilburg Frailty Indicator May Identify Elderly People Who Require Different Interventional Strategies. Clin Interv Aging 2020; 15:683-690. [PMID: 32546986 PMCID: PMC7245429 DOI: 10.2147/cia.s250437] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 04/02/2020] [Indexed: 12/14/2022] Open
Abstract
Purpose Frailty is a geriatric syndrome that is usually considered as a set of physical deficits (unidimensional concept); however, it can also concern the psychological and social domains of human functioning (multidimensional concept). The FRAIL scale is a diagnostic tool which ascertains only physical frailty, whereas the Tilburg Frailty Indicator (TFI) is a diagnostic instrument for multidimensional frailty. The study investigates if non-robust physical status and multidimensional frailty affect the same individuals and whether simultaneous employment of the FRAIL scale and TFI identifies specific subgroups of elderly people which require different interventions. Patients and Methods In this cross-sectional study, 1024 community dwelling elderly individuals at the age of 65 years or older (mean age 72.6 ± 6.3 years; range 65-93 years) were evaluated with the FRAIL scale and TFI. Results According to the FRAIL scale, 52.9% of the subjects were physically non-robust, but according to TFI, 54.6% presented multidimensional frailty. These two diagnostic tools were concordant in their outcomes in 77.1% (ie, 42.3% of individuals were physically and multidimensionally frail but 34.8% were robust according to both two instruments); however, in 22.9% the outcomes were discordant. Consequently, by simultaneous employment of the FRAIL scale and TFI, four distinct functional categories have been distinguished: (i) non-robust physical status with multidimensional frailty, (ii) exclusive non-robust physical status, (iii) exclusive multidimensional frailty, and (iv) full robust status. Conclusion By applying simple physical and multidimensional frailty diagnostic tools, subgroups of elderly people may be identified that require specific management strategies to improve their functional status.
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Affiliation(s)
- Magdalena Sacha
- Department of Palliative Medicine, Poznan University of Medical Sciences, Poznan, Poland
| | - Jerzy Sacha
- Faculty of Physical Education and Physiotherapy, Opole University of Technology, Opole, Poland.,Department of Cardiology, University Hospital in Opole, Opole, Poland
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29
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Shashikumar SA, Luke AA, Johnston KJ, Joynt Maddox KE. Assessment of HF Outcomes Using a Claims-Based Frailty Index. JACC-HEART FAILURE 2020; 8:481-488. [PMID: 32387065 DOI: 10.1016/j.jchf.2019.12.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 12/10/2019] [Accepted: 12/17/2019] [Indexed: 12/18/2022]
Abstract
OBJECTIVES This study used a claims-based frailty index to investigate outcomes of frail patients with heart failure (HF). BACKGROUND Medicare value-based payment programs financially reward and penalize hospitals based on HF patients' outcomes. Although programs adjust risks for comorbidities, they do not adjust for frailty. Hospitals caring for high proportions of frail patients may be unfairly penalized. Understanding frail HF patients' outcomes may allow improved risk adjustment and more equitable assessment of health care systems. METHODS Adapting a claims-based frailty index, the study assigned a frailty score to each adult in the National in-patient Sample (NIS) from 2012 through September 2015 with a primary diagnosis of HF and dichotomized frailty by using a cutoff value established in the general NIS population. Multivariate regression models were estimated, controlling for comorbidities and hospital characteristics, to investigate relationships between frailty and outcomes. RESULTS Of 732,932 patients, 369,298 were frail. Frail patients were more likely than nonfrail patients to die during hospital stay (3.57% vs. 2.37%, respectively; adjusted odds ratio [aOR]: 1.67; 95% confidence interval [CI]: 1.61 to 1.72; p < 0.001); were less likely to be discharged to home (66.5% vs. 79.3%, respectively; aOR: 0.58; 95% CI: 0.57 to 0.58; p < 0.001); were hospitalized for more days (5.89 vs. 4.63 days, respectively; adjusted coefficient: 0.21 days; 95% CI: 0.21 to 0.22; p < 0.001); and incurred higher charges ($47,651 vs. $40,173, respectively; adjusted difference = $9,006; 95% CI: $8,596 to $9,416; p < 0.001). CONCLUSIONS Frail patients with HF had significantly poorer outcomes than nonfrail patients after accounting for comorbidities. Clinicians should screen for frailty to identify high-risk patients who could benefit from targeted intervention. Policymakers should perform risk adjustments for frailty for more equitable quality measurement and financial incentive allocation.
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Affiliation(s)
- Sukruth A Shashikumar
- Cardiovascular Division, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Alina A Luke
- Cardiovascular Division, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Kenton J Johnston
- Department of Health Management and Policy, and Center for Outcomes Research, College of Public Health and Social Justice, Saint Louis University, St. Louis, Missouri
| | - Karen E Joynt Maddox
- Cardiovascular Division, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri; Center for Health Economics and Policy, Institute for Public Health at Washington University, St. Louis, Missouri.
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30
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González-Montalvo JI, Ramírez-Martín R, Menéndez Colino R, Alarcón T, Tarazona-Santabalbina FJ, Martínez-Velilla N, Vidán MT, Pi-Figueras Valls M, Formiga F, Rodríguez Couso M, Hormigo Sánchez AI, Vilches-Moraga A, Rodríguez-Pascual C, Gutiérrez Rodríguez J, Gómez-Pavón J, Sáez López P, Bermejo Boixareu C, Serra Rexach JA, Martínez Peromingo J, Sánchez Castellano C, González Guerrero JL, Martín-Sánchez FJ. [Cross-speciality geriatrics: A health-care challenge for the 21st century]. Rev Esp Geriatr Gerontol 2020; 55:84-97. [PMID: 31870507 DOI: 10.1016/j.regg.2019.10.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 10/25/2019] [Indexed: 06/10/2023]
Abstract
Increasing numbers of older persons are being treated by specialties other than Geriatric Medicine. Specialists turn to Geriatric Teams when they need to accurately stratify their patients' risk and prognosis, predict the potential impact of their, often, invasive interventions, optimise their clinical status, and contribute to discharge planning. Oncology and Haematology, Cardiology, General Surgery, and other surgical departments are examples where such collaborative working is already established, to a varying extent. The use of the term "Cross-speciality Geriatrics" is suggested when geriatric care is provided in clinical areas traditionally outside the reach of Geriatric Teams. The core principles of Geriatric Medicine (comprehensive geriatric assessment, patient-centred multidisciplinary targeted interventions, and input at point-of-care) are adapted to the specifics of each specialty and applied to frail older patients in order to deliver a holistic assessment/treatment, better patient/carer experience, and improved clinical outcomes. Using Comprehensive Geriatric Assessment methodology and Frailty scoring in such patients provides invaluable prognostic information, helps in decision making, and enables personalised treatment strategies. There is evidence that such an approach improves the efficiency of health care systems and patient outcomes. This article includes a review of these concepts, describes existing models of care, presents the most commonly used clinical tools, and offers examples of excellence in this new era of geriatric care. In an ever ageing population it is likely that teams will be asked to provide Cross-specialty Geriatrics across different Health Care systems. The fundamentals for its implementation are in place, but further evidence is required to guide future development and consolidation, making it one of the most important challenges for Geriatrics in the coming years.
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Affiliation(s)
- Juan Ignacio González-Montalvo
- Servicio de Geriatría, Hospital Universitario La Paz, IdiPAZ, Madrid, España; Facultad de Medicina, Universidad Autónoma de Madrid, Madrid, España.
| | | | | | - Teresa Alarcón
- Servicio de Geriatría, Hospital Universitario La Paz, IdiPAZ, Madrid, España; Facultad de Medicina, Universidad Autónoma de Madrid, Madrid, España
| | | | - Nicolás Martínez-Velilla
- Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IDISNA, Pamplona, España
| | - María Teresa Vidán
- Servicio de Geriatría, Hospital General Universitario Gregorio Marañón, IiSGM, Facultad de Medicina, Universidad Complutense de Madrid, CIBERFES, Madrid, España
| | | | - Francesc Formiga
- Unidad de Geriatría, Servicio de Medicina Interna, IDIBELL, Hospital Universitario de Bellvitge, ĹHospitalet de Llobregat, Barcelona, España
| | | | - Ana Isabel Hormigo Sánchez
- Servicio de Geriatría, Hospital Universitario Fundación Jiménez Díaz, Madrid, España; Facultad de Medicina, Universidad Autónoma de Madrid, Madrid, España
| | - Arturo Vilches-Moraga
- Servicio de Geriatría, Salford Royal NHS Foundation Trust, Facultad de Medicina, Universidad de Manchester, Manchester, Inglaterra
| | | | - José Gutiérrez Rodríguez
- Área de Gestión Clínica de Geriatría, Hospital Monte Naranco, Instituto de Investigación Sanitaria del Principado de Asturias, Oviedo, España
| | - Javier Gómez-Pavón
- Servicio de Geriatría, Hospital Central de la Cruz Roja San José y Santa Adela, Facultad de Medicina, Universidad Alfonso X el Sabio, Madrid, España
| | - Pilar Sáez López
- Unidad de Geriatría, Hospital Universitario Fundación de Alcorcón, IdiPAZ, Alcorcón, Madrid, España
| | | | - José Antonio Serra Rexach
- Servicio de Geriatría, Hospital General Universitario Gregorio Marañón, IiSGM, Facultad de Medicina, Universidad Complutense de Madrid, CIBERFES, Madrid, España
| | | | | | - José Luis González Guerrero
- Servicio de Geriatría, Hospital San Pedro de Alcántara, Complejo Hospitalario Universitario de Cáceres, Cáceres, España
| | - Francisco Javier Martín-Sánchez
- Servicio de Urgencias, Hospital Universitario Clínico San Carlos, IdiSSC, Facultad de Medicina, Universidad Complutense de Madrid, Madrid, España
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Broughton KM, Sussman MA. Cardiac tissue engineering therapeutic products to enhance myocardial contractility. J Muscle Res Cell Motil 2019; 41:363-373. [PMID: 31863324 DOI: 10.1007/s10974-019-09570-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 12/13/2019] [Indexed: 12/11/2022]
Abstract
Researchers continue to develop therapeutic products for the repair and replacement of myocardial tissue that demonstrates contractility equivalent to normal physiologic states. As clinical trials focused on pure adult stem cell populations undergo meta-analysis for preclinical through clinical design, the field of tissue engineering is emerging as a new clinical frontier to repair the myocardium and improve cardiac output. This review will first discuss the three primary tissue engineering product themes that are advancing in preclinical to clinical models: (1) cell-free scaffolds, (2) scaffold-free cellular, and (3) hybrid cell and scaffold products. The review will then focus on the products that have advanced from preclinical models to clinical trials. In advancing the cardiac regenerative medicine field, long-term gains towards discovering an optimal product to generate functional myocardial tissue and eliminate heart failure may be achieved.
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Affiliation(s)
- Kathleen M Broughton
- Department of Biology and Heart Institute, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA
| | - Mark A Sussman
- Department of Biology and Heart Institute, San Diego State University, 5500 Campanile Drive, San Diego, CA, 92182, USA.
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Mossello E, Baroncini C, Pecorella L, Giulietti C, Chiti M, Caldi F, Cavallini MC, Simoni D, Baldasseroni S, Fumagalli S, Valoti P, Stroppa S, Parenti K, Ungar A, Masotti G, Marchionni N, Bari MD. Predictors and prognosis of delirium among older subjects in cardiac intensive care unit: focus on potentially preventable forms. EUROPEAN HEART JOURNAL. ACUTE CARDIOVASCULAR CARE 2019; 9:771-778. [PMID: 31617374 DOI: 10.1177/2048872619882359] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Delirium is a common and potentially preventable condition in older individuals admitted to acute and intensive care wards, associated with negative prognostic effects. Its clinical relevance is being increasingly recognised also in cardiology settings. The aim of the present study was to assess the prevalence, incidence, predictors and prognostic role of delirium in older individuals admitted to two cardiology intensive care units. METHODS All patients aged over 65 years consecutively admitted to the two participating cardiology intensive care units were enrolled. Assessment on admission included acute physiological derangement (modified rapid emergency medicine score, REMS), chronic comorbidity, premorbid disability and dementia. The Confusion Assessment Method-Intensive Care Unit was applied daily for delirium detection. RESULTS Of 497 patients (40% women, mean age 79 years), 18% had delirium over the entire cardiology intensive care unit course, half of whom more than 24 hours after admission (incident delirium). Advanced age, a main diagnosis of ST-segment elevation myocardial infarction or acute respiratory failure, modified REMS, comorbidity and dementia were independent predictors of delirium. Adjusting for patient's features on admission, incident delirium was predicted by invasive procedures (insertion of peripheral arterial catheter, urinary catheter, central venous catheter, naso-gastric tube and intra-aortic balloon pump). In a logistic regression model, delirium was an independent predictor of inhospital mortality (odds ratio 3.18, 95% confidence interval 1.02, 9.93). CONCLUSIONS Eighteen per cent of older cardiology intensive care unit patients had delirium, with half of the cases being incident, thus potentially preventable. Invasive procedures were independently associated with incident delirium. Delirium was an independent predictor of inhospital mortality. Awareness of delirium should be increased in the cardiology intensive care unit setting and prevention studies are warranted.
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Affiliation(s)
- Enrico Mossello
- Division of Geriatric Medicine and Cardiology, AOU Careggi, Firenze, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Caterina Baroncini
- Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Laura Pecorella
- Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Chiara Giulietti
- Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Maurizio Chiti
- Division of Cardiology, Pistoia, Azienda USL Toscana Centro, Italy
| | - Francesca Caldi
- Department of Experimental and Clinical Medicine, University of Florence, Italy
| | | | - David Simoni
- Department of Experimental and Clinical Medicine, University of Florence, Italy
| | | | - Stefano Fumagalli
- Division of Geriatric Medicine and Cardiology, AOU Careggi, Firenze, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Paolo Valoti
- Division of Geriatric Medicine and Cardiology, AOU Careggi, Firenze, Italy
| | - Stefano Stroppa
- Division of Cardiology, Pistoia, Azienda USL Toscana Centro, Italy
| | - Katia Parenti
- Division of Cardiology, Pistoia, Azienda USL Toscana Centro, Italy
| | - Andrea Ungar
- Division of Geriatric Medicine and Cardiology, AOU Careggi, Firenze, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Giulio Masotti
- Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Niccolò Marchionni
- Division of Geriatric Medicine and Cardiology, AOU Careggi, Firenze, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Italy
| | - Mauro Di Bari
- Division of Geriatric Medicine and Cardiology, AOU Careggi, Firenze, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Italy
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