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Lorefice L, Ferraro OE, Fenu G, Amato MP, Bresciamorra V, Conte A, De Luca G, Ferraro D, Filippi M, Gazzola P, Iaffaldano P, Inglese M, Lus G, Marfia GA, Patti F, Pesci I, Salemi G, Trojano M, Zaffaroni M, Monti MC, Cocco E. Late-onset multiple sclerosis: disability trajectories in relapsing-remitting patients of the Italian MS Registry. J Neurol 2024; 271:1630-1637. [PMID: 38172380 DOI: 10.1007/s00415-023-12152-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 12/07/2023] [Accepted: 12/08/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Generally infrequent, multiple sclerosis (MS) with late onset (LOMS) is characterized by an onset over the age of 50 and a mainly progressive course, while relapsing-remitting (RR) forms are less frequently observed and explored. This study aimed to characterize a large cohort of MS patients with RRMS at onset to assess the baseline factors related to the worst disability trajectories and explore the role of LOMS. METHODS The data were extracted from the Italian MS Register (IMSR). Disability trajectories, defined using at least two and up to twenty expanded disability status scale (EDSS) assessments annually performed, were implemented using group-based trajectory models (GBTMs) to identify different groups with the same trajectories over time. MS profiles were explored using multinomial logistic regression. RESULTS A total of 16,159 RR patients [1012 (6.26%) presented with LOMS] were analyzed. The GBTM identified four disability trajectories. The group with the most severe EDSS trend included 12.3% of the patients with a mean EDSS score > 4, which increased over time and exceeded 6 score. The group with medium severity EDSS trend comprised 21.9% of the patients and showed a change in EDSS > 3 scores over time. The largest group with 50.8% of patients reported a constant EDSS of 2 score. Finally, the benign group comprised 14.9% of the patients with a low and constant EDSS of 1 score over time. The probability of being in the worst groups increased if the patient was male; had LOMS or experienced brainstem, spinal, or supratentorial symptoms. CONCLUSIONS Four MS severity profiles among RRMS patients in the IMSR have been reported, with LOMS being associated with a rapid worsening of EDSS scores. These findings have important implications for recognizing and managing how older age, aging, and age-related factors interact with MS and its evolution.
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Affiliation(s)
- Lorena Lorefice
- Department of Medical Sciences and Public Health, Multiple Sclerosis Center, Binaghi Hospital, University of Cagliari, ASL Cagliari, via Is Guadazzonis 2, PO Binaghi, 01916, Cagliari, Italy.
| | - Ottavia Elena Ferraro
- Unit of Biostatistics and Clinical Epidemiology, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, 27100, Pavia, Italy
| | - Giuseppe Fenu
- Department of Neurosciences, ARNAS Brotzu, Cagliari, Italy
| | - Maria Pia Amato
- Department NEUROFARBA, Section of Neurosciences, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Vincenzo Bresciamorra
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, Multiple Sclerosis Clinical Care and Research Centre, University of Naples "Federico II", Naples, Italy
| | - Antonella Conte
- Department of Human Neurosciences, Sapienza, University of Rome, Rome, Italy
- IRCCS Neuromed, Pozzilli, IS, Italy
| | - Giovanna De Luca
- Multiple Sclerosis Centre, Neurology Unit, SS. Annunziata Hospital University "G D'Annunzio" Chieti-Pescara, Chieti, Italy
| | - Diana Ferraro
- Department of Neurosciences, Civil Hospital of Baggiovara, AOU of Modena, Baggiovara, Italy
| | - Massimo Filippi
- Neurology, Neurorehabilitation and Neuroimaging Research Units, Neurophysiology Service, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Paola Gazzola
- Neurology Unit, P.A. Micone Hospital, ASL3 Genovese, Genoa, Italy
| | - Pietro Iaffaldano
- Department of Translational Biomedicine and Neurosciences, DiBraiN University of Bari Aldo Moro, Bari, Italy
| | - Matilde Inglese
- Dipartimento Di Neuroscienze, Riabilitazione, Oftalmologia, Genetica E Scienze Materno - Infantili (DINOGMI), Universita' Di Genova, Genoa, Liguria, Italy
| | - Giacomo Lus
- Multiple Sclerosis Center, Second Division of Neurology, Department of Advanced Medical and Surgical Science, University of Campania Luigi Vanvitelli, 80131, Naples, Italy
| | - Girolama Alessandra Marfia
- Multiple Sclerosis Clinical and Research Unit, Department of Systems Medicine, Tor Vergata University, 00133, Rome, Italy
| | - Francesco Patti
- Department Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, University of Catania, Catania, Italy
| | - Ilaria Pesci
- Centro Sclerosi Multipla Unità Operativa Neurologia, Azienda Unità Sanitaria Locale, Ospedale Di Vaio, Fidenza, Parma, Italy
| | - Giuseppe Salemi
- Department of Biomedicine, Neuroscience and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Maria Trojano
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari "Aldo Moro", 70124, Bari, Italy
| | - Mauro Zaffaroni
- Multiple Sclerosis Center, Hospital of Gallarate - ASST Della Valle Olona, Gallarate, Italy
| | - Maria Cristina Monti
- Unit of Biostatistics and Clinical Epidemiology, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, 27100, Pavia, Italy
| | - Eleonora Cocco
- Department of Medical Sciences and Public Health, Multiple Sclerosis Center, Binaghi Hospital, University of Cagliari, ASL Cagliari, via Is Guadazzonis 2, PO Binaghi, 01916, Cagliari, Italy
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Han Y, Xue J, Pei W, Fang Y. Hierarchical structure in the activities of daily living and trajectories of disability prior to death in elderly Chinese individuals. BMC Geriatr 2021; 21:522. [PMID: 34600493 PMCID: PMC8487510 DOI: 10.1186/s12877-021-02460-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 09/10/2021] [Indexed: 11/29/2022] Open
Abstract
Background The global burden of disability continues to increase. Understanding the hierarchical structure of activities of daily living (ADL) and the trajectories of disability of elderly individuals is pivotal to developing early interventions. Purpose To determine the hierarchical structure of the ability of Chinese elderly individuals to perform ADL and further describe the trajectories of disability prior to death. Methods Longitudinal item response theory model (LIRT) was constructed for 28,345 elderly participants in the Chinese Longitudinal Healthy Longevity Survey, in which ADL were measured using the Katz scale from 1998 to 2018, until the participants’ death. Two difficulty parameters (κ−partial and κ−total) were used in the LIRT defining the thresholds for hierarchical structure in ADL (κ−partial: no limitation to partial limitation, κ−total: partial limitation to totally limited). Disability values estimated from the LIRT were fitted to a mixed-effects model to examine the manner in which the trajectories of disability varied with different subject characteristics. Results The findings confirmed the earliest loss in the capability to perform ADL (bathing(κ-partial = − 1.396), toileting(κ-partial = − 0.904)) at the level of partial limitation, with an overlap of partial and totally limited (total bathing, partial dressing, partial transferring, total dressing, partial feeding, partial continence), and finally a total loss of capability for toileting, feeding, transferring, and continence (κ-total = 3.647). Disability trajectories varied with sex (β = 0.041, SE = 0.001), place of residence (β = 0.010, SE = 0.001), and marital status (β = 0.144, SE = 0.001). Females, individuals living in urban areas, and those who lived without a spouse had a poorer disability status. Conclusion The loss in the ability to perform ADL has a hierarchical structure. Subject characteristics affect trajectories of disability in the elderly Chinese population. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02460-y.
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Affiliation(s)
- Yaofeng Han
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China.,Center for Aging and Health Research School of Public Health, Xiamen University, Xiamen, China
| | - Jihui Xue
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China
| | - Wei Pei
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China
| | - Ya Fang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China.
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Ek S, Rizzuto D, Xu W, Calderón-Larrañaga A, Welmer AK. Predictors for functional decline after an injurious fall: a population-based cohort study. Aging Clin Exp Res 2021; 33:2183-2190. [PMID: 33161531 PMCID: PMC8302494 DOI: 10.1007/s40520-020-01747-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 10/22/2020] [Indexed: 01/02/2023]
Abstract
Background The functional consequences of injurious falls are well known. However, studies of the factors that can modify trajectories of disability after an injury from a fall are scarce. Aims We aimed to investigate whether sociodemographic and health-related factors may impact this association. Methods The study population consisted of 1426 community-dwelling older adults (≥ 60 years) from the SNAC-K cohort study in Stockholm, Sweden. Functional status over 12 years of follow-up was assessed using the number of limitations in basic and instrumental activities of daily living. Sex, cohabitation status, physical activity, and self-rated health were assessed at baseline. Injurious falls were defined as falls requiring healthcare and were assessed over 3 years starting at baseline. Data were analyzed using linear-mixed effects models. Results The fastest increase in the number of disabilities was observed in those who had endured an injurious fall and were living alone (β coefficient = 0.408; p < 0.001), been physically inactive (β coefficient = 0.587; p < 0.001), and had poor self-rated health (β coefficient = 0.514; p < 0.001). The negative impact of these factors was more pronounced among fallers compared to non-fallers. Discussion Living alone, being physically inactive, and having poor self-rated health magnifies the negative effect of an injurious fall on functional status. Among individuals who endure an injurious fall, the heterogeneity in long-term functional status is substantial, depending on the individuals’ characteristics and behaviors. Conclusions These findings emphasize the need for a person-centered approach in care provision and can guide secondary prevention within health care. Electronic supplementary material The online version of this article (10.1007/s40520-020-01747-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Stina Ek
- Aging Research Center (ARC), Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden.
- Unit of Epidemiology, the Institute of Environmental Medicine, Karolinska Institutet, Box 210, 171 77, Stockholm, Sweden.
| | - Debora Rizzuto
- Aging Research Center (ARC), Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden
- Stockholm Gerontology Research Center, Stockholm, Sweden
| | - Weili Xu
- Aging Research Center (ARC), Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Amaia Calderón-Larrañaga
- Aging Research Center (ARC), Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Anna-Karin Welmer
- Aging Research Center (ARC), Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden
- Stockholm Gerontology Research Center, Stockholm, Sweden
- Allied Health Professionals, Function Area Occupational Therapy & Physiotherapy, Karolinska University Hospital, Stockholm, Sweden
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
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Achiron A, Dreyer-Alster S, Gurevich M, Menascu S, Magalashvili D, Dolev M, Stern Y, Ziv-Baran T. Definitions of primary-progressive multiple sclerosis trajectories by rate of clinical disability progression. Mult Scler Relat Disord 2021; 50:102814. [PMID: 33578205 DOI: 10.1016/j.msard.2021.102814] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 01/03/2021] [Accepted: 02/01/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Patients with primary progressive multiple sclerosis (PPMS) vary in the rate of disability progression. OBJECTIVE To classify clinical disability trajectories by rate of disability progression and evaluate predictive variables in PPMS patients. METHODS We analyzed the cumulative incidence of progression to disability and in accordance defined clinical PPMS disability trajectories. Correlation was performed with age, gender and disability at first presentation. Estimated onset was calculated and validated by the mathematical slope of disability progression. RESULTS The cohort included 304 PPMS patients, 146 (48%) were females, the mean age at first visit was 41.1 years, and the median follow up was 18.9 years. Median time to reach moderate and severe disability was 4.5 years (95%CI 3.8-5.2) and 12.6 years (95%CI 10.1-14.2), respectively. Extremely fast patients (3.3%) progressed to severe disability within 2-years, while very slow patients (4.7%) did not progress to moderate disability even 20 years after first presentation. Age and gender were not associated with progression. Moderate disability at first visit was associated with faster progression to severe disability. Mean estimated range of disease onset was between 4.3 to 9.9 years prior to first presentation. CONCLUSIONS Majority of PPMS patients progressed to moderate disability within 5-years and to severe disability within 15-years from first presentation. Clinical disability progression trajectories can help treatment-related decisions.
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Affiliation(s)
- Anat Achiron
- Multiple Sclerosis Center, Sheba Medical Center, Ramat-Gan, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
| | | | - Michael Gurevich
- Multiple Sclerosis Center, Sheba Medical Center, Ramat-Gan, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Shay Menascu
- Multiple Sclerosis Center, Sheba Medical Center, Ramat-Gan, Israel
| | | | - Mark Dolev
- Multiple Sclerosis Center, Sheba Medical Center, Ramat-Gan, Israel
| | - Yael Stern
- Multiple Sclerosis Center, Sheba Medical Center, Ramat-Gan, Israel
| | - Tomer Ziv-Baran
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
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Stolz E, Gill TM, Mayerl H, Rásky É, Freidl W. Trajectories of Late-Life Disability Vary by the Condition Leading to Death. J Gerontol A Biol Sci Med Sci 2020; 76:1260-1264. [PMID: 32939547 DOI: 10.1093/gerona/glaa234] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Previous research suggested that there might be distinct patterns of functional decline in the last years of life depending on the condition leading to death, but the validity of these results and hence the explanatory value of the condition leading to death for late-life disability are uncertain. METHODS A total of 636 decedents from a cohort of 754 community-living persons, 70+ years of age (Yale PEP Study) provided 33 700 monthly observations of self-/proxy-reported disability during the last 5 years of life. Nonlinear trajectories and short-term fluctuations of late-life disability by condition leading to death (cancer, organ failure, frailty, severe dementia, sudden death, other) were estimated with flexible mixed spline regression models. RESULTS Disability trajectories at the end of life varied distinctively by the condition leading to death. Estimated disability trajectories among cancer deaths increased gradually up until about 6 months before death, after which a steep terminal decline set in. Among those with organ failure, frailty, and dementia, in contrast, disability was higher, increased more gradually, and there was no clear-cut terminal phase. Adding the condition leading to death to other known risk factors increased the amount of explained between-person variation in late-life disability from R2 = 0.35 to 0.49. Short-term fluctuations in disability were not specific for decedents with organ failure. CONCLUSIONS The condition leading to death is an important determinant of trajectories of late-life disability. These trajectories follow distinct patterns partially resembling a previously outlined theoretical typology.
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Affiliation(s)
- Erwin Stolz
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Thomas M Gill
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Hannes Mayerl
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Éva Rásky
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
| | - Wolfgang Freidl
- Institute of Social Medicine and Epidemiology, Medical University of Graz, Graz, Austria
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Shuey KM, Willson AE. Trajectories of Work Disability and Economic Insecurity Approaching Retirement. J Gerontol B Psychol Sci Soc Sci 2019; 74:1200-1210. [PMID: 28977512 PMCID: PMC6748769 DOI: 10.1093/geronb/gbx096] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 06/23/2017] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVES In this article, we examine the connection between trajectories of work disability and economic precarity in late midlife. We conceptualize work disability as a possible mechanism linking early and later life economic disadvantage. METHODS We model trajectories of work disability characterized by timing and stability for a cohort of Baby Boomers (22-32 in 1981) using 32 years of data from the Panel Study of Income Dynamics and latent class analysis. Measures of childhood disadvantage are included as predictors of work disability trajectories, which are subsequently included in logistic regression models predicting four economic outcomes (poverty, asset poverty, home ownership, and pension ownership) at ages 54-64. RESULTS Childhood disadvantage selected individuals into five distinct classes of work disability that differed in timing and stability. All of the disability trajectories were associated with an increased risk of economic insecurity in late midlife compared to the never work disabled. DISCUSSION This study contributes to the aging literature through its incorporation of the early life origins of pathways of disability and their links to economic outcomes approaching retirement. Findings suggest work disability is anchored in early life disadvantage and is associated with economic insecurity later in life.
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Affiliation(s)
- Kim M Shuey
- Department of Sociology, University of Western Ontario, London, Canada
| | - Andrea E Willson
- Department of Sociology, University of Western Ontario, London, Canada
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