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Nicholson K, Liu W, Fitzpatrick D, Hardacre KA, Roberts S, Salerno J, Stranges S, Fortin M, Mangin D. Prevalence of multimorbidity and polypharmacy among adults and older adults: a systematic review. THE LANCET. HEALTHY LONGEVITY 2024; 5:e287-e296. [PMID: 38452787 DOI: 10.1016/s2666-7568(24)00007-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 12/28/2023] [Accepted: 01/15/2024] [Indexed: 03/09/2024] Open
Abstract
Multimorbidity (multiple conditions) and polypharmacy (multiple medications) are increasingly common, yet there is a need to better understand the prevalence of co-occurrence. In this systematic review, we examined the prevalence of multimorbidity and polypharmacy among adults (≥18 years) and older adults (≥65 years) in clinical and community settings. Six electronic databases were searched, and 87 studies were retained after two levels of screening. Most studies focused on adults 65 years and older and were done in population-based community settings. Although the operational definitions of multimorbidity and polypharmacy varied across studies, consistent cut-points (two or more conditions and five or more medications) were used across most studies. In older adult samples, the prevalence of multimorbidity ranged from 4·8% to 93·1%, while the prevalence of polypharmacy ranged from 2·6% to 86·6%. High heterogeneity between studies indicates the need for more consistent reporting of specific lists of conditions and medications used in operational definitions.
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Affiliation(s)
- Kathryn Nicholson
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada; Department of Family Medicine, McMaster University, Hamilton, ON, Canada.
| | - Winnie Liu
- Michael G DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Daire Fitzpatrick
- Michael G DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada; Department of Family Medicine, Queen's University, Kingston, ON, Canada
| | - Kate Anne Hardacre
- Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Sarah Roberts
- Michael G DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada; Department of Family Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Jennifer Salerno
- Department of Family Medicine, McMaster University, Hamilton, ON, Canada; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Saverio Stranges
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada; Department of Family Medicine, Western University, London, ON, Canada; Department of Medicine, Western University, London, ON, Canada; Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Martin Fortin
- Department of Family Medicine and Emergency Medicine, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Dee Mangin
- Department of Family Medicine, McMaster University, Hamilton, ON, Canada; Department of General Practice, University of Otago, Christchurch, New Zealand
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Pazan F, Wehling M, Weiss C, Frohnhofen H. Medication optimization according to the Fit fOR The Aged (FORTA) rules improves functional status in patients hospitalized for geriatric rehabilitation. Eur Geriatr Med 2023:10.1007/s41999-023-00779-w. [PMID: 37074562 DOI: 10.1007/s41999-023-00779-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 04/03/2023] [Indexed: 04/20/2023]
Abstract
INTRODUCTION Functional status is one of the most important issues of geriatric care. Polypharmacy seems to be a modifiable factor associated with functional decline in older adults. However, the impact of pharmacotherapy optimization on the activities of daily living in patients undergoing geriatric rehabilitation has not been investigated prospectively so far. METHODS This post hoc analysis of a subsample of the VALFORTA study included individuals only undergoing geriatric rehabilitation with a length of in-hospital stay of at least 14 days. Medication was modified according to the FORTA rules in the intervention group while in the control group standard drug treatment was applied. Both groups received comprehensive geriatric treatment. RESULTS The intervention and control groups consisted of 96 and 93 individuals respectively. They did not differ according to basic data except for age and Charlson Comorbidity Index (CCI) on admission. On discharge, activities of daily living (Barthel index, BI) were improved in both groups. An increase of at least 20 points of the BI was observed in 40% of patients in the intervention group and in 12% of patients in the control group (p< 0.001). Logistic regression analysis with an increase of at least 20 BI-points was significantly and independently associated with patient group (2.358, p< 0.02), BI on admission (0.957, p< 0.001), and the CCI (0.793, p< 0.041). CONCLUSION This post hoc analysis of a subsample of older individuals hospitalized for geriatric rehabilitation demonstrates a significant additional improvement in activities of daily living by modification of medication according to FORTA. REGISTRATION DRKS-ID: DRKS00000531.
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Affiliation(s)
- Farhad Pazan
- Clinical Pharmacology Mannheim, Medical Faculty Mannheim, Ruprecht-Karls-University Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
| | - Martin Wehling
- Clinical Pharmacology Mannheim, Medical Faculty Mannheim, Ruprecht-Karls-University Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Christel Weiss
- Department of Medical Statistics, Biomathematics and Information Processing, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Helmut Frohnhofen
- Faculty of Health, Department Medicine, University Witten-Herdecke, Alfred-Herrhausen-Str. 50, 58455, Witten, Germany
- Department of Orthopedics and Trauma Surgery, Medical Faculty, Heinrich-Heine-University Duesseldorf, Moorenstr. 5, 40225, Duesseldorf, Germany
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Molenaar EA, Barten DJJA, de Hoop AM, Bleijenberg N, de Wit NJ, Veenhof C. Cluster analysis of functional independence in community-dwelling older people. BMC Geriatr 2022; 22:996. [PMID: 36564718 PMCID: PMC9789619 DOI: 10.1186/s12877-022-03684-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The concept of Functional Independence (FI), defined as 'functioning physically safe and independent from other persons, within one's context", plays an important role in maintaining the functional ability to enable well-being in older age. FI is a dynamic and complex concept covering four clinical outcomes: physical capacity, empowerment, coping flexibility, and health literacy. As the level of FI differs widely between older adults, healthcare professionals must gain insight into how to best support older people in maintaining their level of FI in a personalized manner. Insight into subgroups of FI could be a first step in providing personalized support This study aims to identify clinically relevant, distinct subgroups of FI in Dutch community-dwelling older people and subsequently describe them according to individual characteristics. RESULTS One hundred fifty-three community-dwelling older persons were included for participation. Cluster analysis identified four distinctive clusters: (1) Performers - Well-informed; this subgroup is physically strong, well-informed and educated, independent, non-falling, with limited reflective coping style. (2) Performers - Achievers: physically strong people with a limited coping style and health literacy level. (3) The reliant- Good Coper representing physically somewhat limited people with sufficient coping styles who receive professional help. (4) The reliant - Receivers: physically limited people with insufficient coping styles who receive professional help. These subgroups showed significant differences in demographic characteristics and clinical FI outcomes. CONCLUSIONS Community-dwelling older persons can be allocated to four distinct and clinically relevant subgroups based on their level of FI. This subgrouping provides insight into the complex holistic concept of FI by pointing out for each subgroup which FI domain is affected. This way, it helps to better target interventions to prevent the decline of FI in the community-dwelling older population.
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Affiliation(s)
- Esther A.L.M. Molenaar
- grid.438049.20000 0001 0824 9343Research Group Innovation of Human Movement Care, Research Centre for Healthy and Sustainable Living, Utrecht University of Applied Sciences, Utrecht, The Netherlands ,grid.7692.a0000000090126352Department of Rehabilitation, Physical Therapy Science & Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Di-Janne JA Barten
- grid.438049.20000 0001 0824 9343Research Group Innovation of Human Movement Care, Research Centre for Healthy and Sustainable Living, Utrecht University of Applied Sciences, Utrecht, The Netherlands
| | - Anne M.S. de Hoop
- grid.438049.20000 0001 0824 9343Research Group Innovation of Human Movement Care, Research Centre for Healthy and Sustainable Living, Utrecht University of Applied Sciences, Utrecht, The Netherlands ,grid.7692.a0000000090126352Department of Rehabilitation, Physical Therapy Science & Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands ,grid.438049.20000 0001 0824 9343Research group Innovative Testing in Life Sciences and Chemistry, Research Center for Healthy and Sustainable Living, University of Applied Sciences Utrecht, Utrecht, the Netherlands
| | - Nienke Bleijenberg
- grid.7692.a0000000090126352Department of General Practice, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands ,Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, The Netherlands
| | - Niek J de Wit
- grid.7692.a0000000090126352Department of General Practice, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands ,Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, The Netherlands
| | - Cindy Veenhof
- grid.438049.20000 0001 0824 9343Research Group Innovation of Human Movement Care, Research Centre for Healthy and Sustainable Living, Utrecht University of Applied Sciences, Utrecht, The Netherlands ,grid.7692.a0000000090126352Department of Rehabilitation, Physical Therapy Science & Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands ,Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, The Netherlands
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Creavin ST, Noel-Storr AH, Langdon RJ, Richard E, Creavin AL, Cullum S, Purdy S, Ben-Shlomo Y. Clinical judgement by primary care physicians for the diagnosis of all-cause dementia or cognitive impairment in symptomatic people. Cochrane Database Syst Rev 2022; 6:CD012558. [PMID: 35709018 PMCID: PMC9202995 DOI: 10.1002/14651858.cd012558.pub2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND In primary care, general practitioners (GPs) unavoidably reach a clinical judgement about a patient as part of their encounter with patients, and so clinical judgement can be an important part of the diagnostic evaluation. Typically clinical decision making about what to do next for a patient incorporates clinical judgement about the diagnosis with severity of symptoms and patient factors, such as their ideas and expectations for treatment. When evaluating patients for dementia, many GPs report using their own judgement to evaluate cognition, using information that is immediately available at the point of care, to decide whether someone has or does not have dementia, rather than more formal tests. OBJECTIVES To determine the diagnostic accuracy of GPs' clinical judgement for diagnosing cognitive impairment and dementia in symptomatic people presenting to primary care. To investigate the heterogeneity of test accuracy in the included studies. SEARCH METHODS We searched MEDLINE (Ovid SP), Embase (Ovid SP), PsycINFO (Ovid SP), Web of Science Core Collection (ISI Web of Science), and LILACs (BIREME) on 16 September 2021. SELECTION CRITERIA We selected cross-sectional and cohort studies from primary care where clinical judgement was determined by a GP either prospectively (after consulting with a patient who has presented to a specific encounter with the doctor) or retrospectively (based on knowledge of the patient and review of the medical notes, but not relating to a specific encounter with the patient). The target conditions were dementia and cognitive impairment (mild cognitive impairment and dementia) and we included studies with any appropriate reference standard such as the Diagnostic and Statistical Manual of Mental Disorders (DSM), International Classification of Diseases (ICD), aetiological definitions, or expert clinical diagnosis. DATA COLLECTION AND ANALYSIS Two review authors screened titles and abstracts for relevant articles and extracted data separately with differences resolved by consensus discussion. We used QUADAS-2 to evaluate the risk of bias and concerns about applicability in each study using anchoring statements. We performed meta-analysis using the bivariate method. MAIN RESULTS We identified 18,202 potentially relevant articles, of which 12,427 remained after de-duplication. We assessed 57 full-text articles and extracted data on 11 studies (17 papers), of which 10 studies had quantitative data. We included eight studies in the meta-analysis for the target condition dementia and four studies for the target condition cognitive impairment. Most studies were at low risk of bias as assessed with the QUADAS-2 tool, except for the flow and timing domain where four studies were at high risk of bias, and the reference standard domain where two studies were at high risk of bias. Most studies had low concern about applicability to the review question in all QUADAS-2 domains. Average age ranged from 73 years to 83 years (weighted average 77 years). The percentage of female participants in studies ranged from 47% to 100%. The percentage of people with a final diagnosis of dementia was between 2% and 56% across studies (a weighted average of 21%). For the target condition dementia, in individual studies sensitivity ranged from 34% to 91% and specificity ranged from 58% to 99%. In the meta-analysis for dementia as the target condition, in eight studies in which a total of 826 of 2790 participants had dementia, the summary diagnostic accuracy of clinical judgement of general practitioners was sensitivity 58% (95% confidence interval (CI) 43% to 72%), specificity 89% (95% CI 79% to 95%), positive likelihood ratio 5.3 (95% CI 2.4 to 8.2), and negative likelihood ratio 0.47 (95% CI 0.33 to 0.61). For the target condition cognitive impairment, in individual studies sensitivity ranged from 58% to 97% and specificity ranged from 40% to 88%. The summary diagnostic accuracy of clinical judgement of general practitioners in four studies in which a total of 594 of 1497 participants had cognitive impairment was sensitivity 84% (95% CI 60% to 95%), specificity 73% (95% CI 50% to 88%), positive likelihood ratio 3.1 (95% CI 1.4 to 4.7), and negative likelihood ratio 0.23 (95% CI 0.06 to 0.40). It was impossible to draw firm conclusions in the analysis of heterogeneity because there were small numbers of studies. For specificity we found the data were compatible with studies that used ICD-10, or applied retrospective judgement, had higher reported specificity compared to studies with DSM definitions or using prospective judgement. In contrast for sensitivity, we found studies that used a prospective index test may have had higher sensitivity than studies that used a retrospective index test. AUTHORS' CONCLUSIONS Clinical judgement of GPs is more specific than sensitive for the diagnosis of dementia. It would be necessary to use additional tests to confirm the diagnosis for either target condition, or to confirm the absence of the target conditions, but clinical judgement may inform the choice of further testing. Many people who a GP judges as having dementia will have the condition. People with false negative diagnoses are likely to have less severe disease and some could be identified by using more formal testing in people who GPs judge as not having dementia. Some false positives may require similar practical support to those with dementia, but some - such as some people with depression - may suffer delayed intervention for an alternative treatable pathology.
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Affiliation(s)
| | | | - Ryan J Langdon
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Edo Richard
- Department of Neurology, Donders Institute for Brain, Behaviour and Cognition, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands
| | | | - Sarah Cullum
- Department of Psychological Medicine, University of Auckland, Auckland, New Zealand
| | - Sarah Purdy
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Yoav Ben-Shlomo
- Population Health Sciences, University of Bristol, Bristol, UK
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Suzuki A, Jin X, Ito T, Yoshie S, Ishizaki T, Iijima K, Tamiya N. Factors Affecting Care-Level Deterioration among Older Adults with Mild and Moderate Disabilities in Japan: Evidence from the Nationally Standardized Survey for Care-Needs Certification. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19053065. [PMID: 35270755 PMCID: PMC8910748 DOI: 10.3390/ijerph19053065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 01/25/2023]
Abstract
This study aims to investigate the factors of care-level deterioration in older adults with mild and moderate disabilities using nationally standardized survey data for care-needs certification. We enrolled people aged 68 years or older, certified as support levels 1-2 (mild disability) or care levels 1-2 (moderate disability) with no cancer. The outcome was care-level deterioration after two years. The possible factors were physical and mental functions which were categorized as the following five dimensions according to the survey for care-needs certification: body function, daily life function, instrumental activities of daily living (IADL) function, cognitive function, and behavioral problems. A multivariate logistic regression analysis was conducted after stratifying the care level at baseline. A total of 2844 participants were included in our analysis. A low IADL function was significantly associated with a risk of care-level deterioration in all participants. In addition, low cognitive function was linked to care-level deterioration, except for those with support level 1 at baseline. Participants with more behavioral problems were more likely to experience care-level deterioration, except for those with care level 2 at baseline. Our study showed the potential utility of the care-needs certification survey for screening high-risk individuals with care-level deterioration.
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Affiliation(s)
- Ai Suzuki
- Master’s Program in Public Health, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba 305-8575, Japan;
| | - Xueying Jin
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8577, Japan; (T.I.); (T.I.); (N.T.)
- Health Services Research and Development Center, University of Tsukuba, Tsukuba 305-8577, Japan;
- Correspondence: ; Tel.: +81-29-853-8849
| | - Tomoko Ito
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8577, Japan; (T.I.); (T.I.); (N.T.)
- Health Services Research and Development Center, University of Tsukuba, Tsukuba 305-8577, Japan;
| | - Satoru Yoshie
- Health Services Research and Development Center, University of Tsukuba, Tsukuba 305-8577, Japan;
- Institute of Gerontology, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan;
- Institute for Future Initiatives, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
- Department of Health Policy and Management, School of Medicine, Keio University, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Tatsuro Ishizaki
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8577, Japan; (T.I.); (T.I.); (N.T.)
- Human Care Research Team, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo 173-0015, Japan
| | - Katsuya Iijima
- Institute of Gerontology, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan;
- Institute for Future Initiatives, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Nanako Tamiya
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8577, Japan; (T.I.); (T.I.); (N.T.)
- Health Services Research and Development Center, University of Tsukuba, Tsukuba 305-8577, Japan;
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Functional Decline After Nonhospitalized Injuries in Older Patients: Results From the Canadian Emergency Team Initiative Cohort in Elders. Ann Emerg Med 2022; 80:154-164. [DOI: 10.1016/j.annemergmed.2022.01.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 11/23/2021] [Accepted: 01/20/2022] [Indexed: 11/17/2022]
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Meyer AM, Siri G, Becker I, Betz T, Bödecker AW, Robertz JW, Krause O, Benzing T, Pilotto A, Polidori MC. The Multidimensional Prognostic Index in general practice: One-year follow-up study. Int J Clin Pract 2019; 73:e13403. [PMID: 31408241 DOI: 10.1111/ijcp.13403] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 06/23/2019] [Accepted: 08/08/2019] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Older patients' health problems in general practice (GP) can often not be assigned to a specific disease, requiring a paradigm shift to goal-oriented, personalised care for clinical decision making. PURPOSE To investigate the predictive value of the comprehensive geriatric assessment (CGA)-based Multidimensional Prognostic Index (MPI) in a GP setting with respect to the main healthcare indicators during the 12 months following initial evaluation. METHODS One hundred twenty-five consecutive patients aged 70 years and older were enrolled in a GP and followed up to one year. All patients underwent a CGA based on which the MPI was calculated and subdivided into three risk groups (MPI-1, 0-0.33 = low risk, MPI-2, 0.34-0.66 = moderate risk and MPI-3, 0.67-1, severe risk). Grade of Care (GC), hospitalization rate, mortality, nursing home admission, use of home care services, falls, number of general practitioner contacts (GPC), of geriatric resources (GR) and geriatric syndromes (GS) during the 12 months following initial evaluation were collected. RESULTS The MPI was significantly associated with number of GS (P < .001), GR (P < .001), GC (P < .001) as well as with the average number of GPC per year (mean 10.4, P = .046). Interestingly, the clinical judgement of the general practitioner, in this case knowing his patients for 16 years on average, was associated with adverse outcomes to a similar extent than the prediction offered by the MPI (GP/adverse outcomes and MPI/adverse outcomes P < .001). CONCLUSION The MPI is strongly associated with adverse outcomes in older GP patients and strongly predicts the number of GPC up to one year after initial evaluation. Considering the feasibility and the strong clinimetric properties of the MPI, its collection should be encouraged as early as possible to disclose risk conditions, implement tailored preventive strategies and improve cost-effectiveness of healthcare resources use.
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Affiliation(s)
- Anna Maria Meyer
- Ageing Clinical Research, Department II of Internal Medicine and Center for Molecular Medicine Cologne, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Giacomo Siri
- Scientific Directorate-Biostatistics, E.O. Galliera Hospital, Genova, Italy
| | - Ingrid Becker
- Institute of Medical Statistics and Computational Biology, University Hospital of Cologne, Cologne, Germany
| | - Thomas Betz
- Institute for General Practice, Academic training practive, University Hospital of Cologne, Cologne, Germany
| | - August W Bödecker
- Institute for General Practice, University Hospital of Cologne, Cologne, Germany
| | - Jörg W Robertz
- Institute for General Practice, University Hospital of Cologne, Cologne, Germany
| | - Olaf Krause
- Institute for General Practice, Hannover Medical School, Hannover, Germany
| | - Thomas Benzing
- Ageing Clinical Research, Department II of Internal Medicine and Center for Molecular Medicine Cologne, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- CECAD, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Alberto Pilotto
- Department Geriatric Care, Orthogeriatrics and Rehabilitation, E.O. Galliera Hospital, Genova, Italy
- Department of Interdisciplinary Medicine, University of Bari, Bari, Italy
| | - Maria Cristina Polidori
- Ageing Clinical Research, Department II of Internal Medicine and Center for Molecular Medicine Cologne, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- CECAD, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
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