251
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Seldeen KL, Lasky G, Leiker MM, Pang M, Personius KE, Troen BR. High Intensity Interval Training Improves Physical Performance and Frailty in Aged Mice. J Gerontol A Biol Sci Med Sci 2018; 73:429-437. [PMID: 28633487 DOI: 10.1093/gerona/glx120] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 06/16/2017] [Indexed: 10/08/2023] Open
Abstract
Sarcopenia and frailty are highly prevalent in older individuals, increasing the risk of disability and loss of independence. High intensity interval training (HIIT) may provide a robust intervention for both sarcopenia and frailty by achieving both strength and endurance benefits with lower time commitments than other exercise regimens. To better understand the impacts of HIIT during aging, we compared 24-month-old C57BL/6J sedentary mice with those that were administered 10-minute uphill treadmill HIIT sessions three times per week over 16 weeks. Baseline and end point assessments included body composition, physical performance, and frailty based on criteria from the Fried physical frailty scale. HIIT-trained mice demonstrated dramatic improvement in grip strength (HIIT 10.9% vs -3.9% in sedentary mice), treadmill endurance (32.6% vs -2.0%), and gait speed (107.0% vs 39.0%). Muscles from HIIT mice also exhibited greater mass, larger fiber size, and an increase in mitochondrial biomass. Furthermore, HIIT exercise led to a dramatic reduction in frailty scores in five of six mice that were frail or prefrail at baseline, with four ultimately becoming nonfrail. The uphill treadmill HIIT exercise sessions were well tolerated by aged mice and led to performance gains, improvement in underlying muscle physiology, and reduction in frailty.
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Affiliation(s)
- Kenneth Ladd Seldeen
- Division of Geriatrics and Palliative Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo and Research Service, Veterans Affairs Western New York Healthcare System
| | - Ginger Lasky
- Division of Geriatrics and Palliative Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo and Research Service, Veterans Affairs Western New York Healthcare System
| | - Merced Marie Leiker
- Division of Geriatrics and Palliative Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo and Research Service, Veterans Affairs Western New York Healthcare System
| | - Manhui Pang
- Division of Geriatrics and Palliative Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo and Research Service, Veterans Affairs Western New York Healthcare System
| | - Kirkwood Ely Personius
- Department of Rehabilitation Science, School of Public Health and Health Professionals, University at Buffalo, New York
| | - Bruce Robert Troen
- Division of Geriatrics and Palliative Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo and Research Service, Veterans Affairs Western New York Healthcare System
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252
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253
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Yamada Y. Muscle Mass, Quality, and Composition Changes During Atrophy and Sarcopenia. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1088:47-72. [PMID: 30390247 DOI: 10.1007/978-981-13-1435-3_3] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Skeletal muscle mass (SMM) and muscle strengh reach their peak in 20s to 40s of age in human life and then decrease with advancing age. The decrease rate of muscle strength or power was twice to four times as large as that of the SMM. Thus, the normalized muscle force (muscle strength divided by SMM) also decreases in aging. It depends on the number of factors in skeletal muscle tissues and neuromuscular system. In human study, SMM cannot be measured directly without dissection so that all of the methodologies are indirect methods to assess SMM, even computing tomography or magnetic resonance imaging. Dual-energy X-ray absorptiometry, ultrasonography, anthropometry, and bioelectrical impedance analysis (BIA) are used as secondary indirect methods to estimate SMM. Recent researches show muscle composition changes in aging, and in particular, the ratio of muscle cell mass (MCM) against SMM decrease and relative expansion of extracellular water (ECW) and extracellular space is observed with advancing age and/or decrease of physical function. The intracellular water (ICW) and ECW estimated by segmental bioelectrical impedance spectroscopy or multifrequency BIA are good biomarkers of the ratio of MCM against SMM in limbs. The BIS and other state-of-the-art technology for assessment of muscle mass, quality, and composition are useful to fully understand the muscle atrophy in a living organism.
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Affiliation(s)
- Yosuke Yamada
- National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition Tokyo, Tokyo, Japan.
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254
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Kane AE, Howlett SE. Differences in Cardiovascular Aging in Men and Women. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1065:389-411. [PMID: 30051398 DOI: 10.1007/978-3-319-77932-4_25] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Cardiovascular diseases increase dramatically with age in both men and women. While it is clear that advanced age allows more time for individuals to be exposed to risk factors in general, there is strong evidence that age itself is a major independent risk factor for cardiovascular disease. Indeed, there are distinct age-dependent cellular, structural, and functional changes in both the heart and blood vessels, even in individuals with no clinical evidence of cardiovascular disease. Studies in older humans and in animal models of aging indicate that this age-related remodeling is maladaptive. An emerging view is that the heart and blood vessels accumulate cellular and subcellular deficits with age and these deficits increase susceptibility to disease in older individuals. Aspects of this age-dependent remodeling of the heart and blood vessels differ between the sexes. There is also new evidence that these maladaptive changes are more prominent in older animals and humans with a high degree of frailty. These observations may help explain why men and women are susceptible to different cardiovascular diseases as they age and why frail older adults are most often affected by these diseases.
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Affiliation(s)
- Alice E Kane
- Department of Pharmacology, Dalhousie University, Halifax, NS, Canada
| | - Susan E Howlett
- Department of Pharmacology, Dalhousie University, Halifax, NS, Canada.
- Department of Medicine (Geriatric Medicine), Dalhousie University, Halifax, NS, Canada.
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255
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Cho HC. Age is just a number: frailty better evaluates age-dependent heart rhythm defects. J Physiol 2018; 594:6805. [PMID: 27905134 DOI: 10.1113/jp273370] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
- Hee Cheol Cho
- Departments of Biomedical Engineering and Pediatrics, Emory University, Georgia Institute of Technology, 1760 Haygood Drive, HSRB E-184, Atlanta, GA, 30322, USA
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256
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Antoch MP, Wrobel M, Kuropatwinski KK, Gitlin I, Leonova KI, Toshkov I, Gleiberman AS, Hutson AD, Chernova OB, Gudkov AV. Physiological frailty index (PFI): quantitative in-life estimate of individual biological age in mice. Aging (Albany NY) 2017; 9:615-626. [PMID: 28325885 PMCID: PMC5391222 DOI: 10.18632/aging.101206] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 03/11/2017] [Indexed: 11/25/2022]
Abstract
The development of healthspan-extending pharmaceuticals requires quantitative estimation of age-related progressive physiological decline. In humans, individual health status can be quantitatively assessed by means of a frailty index (FI), a parameter which reflects the scale of accumulation of age-related deficits. However, adaptation of this methodology to animal models is a challenging task since it includes multiple subjective parameters. Here we report a development of a quantitative non-invasive procedure to estimate biological age of an individual animal by creating physiological frailty index (PFI). We demonstrated the dynamics of PFI increase during chronological aging of male and female NIH Swiss mice. We also demonstrated acceleration of growth of PFI in animals placed on a high fat diet, reflecting aging acceleration by obesity and provide a tool for its quantitative assessment. Additionally, we showed that PFI could reveal anti-aging effect of mTOR inhibitor rapatar (bioavailable formulation of rapamycin) prior to registration of its effects on longevity. PFI revealed substantial sex-related differences in normal chronological aging and in the efficacy of detrimental (high fat diet) or beneficial (rapatar) aging modulatory factors. Together, these data introduce PFI as a reliable, non-invasive, quantitative tool suitable for testing potential anti-aging pharmaceuticals in pre-clinical studies.
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Affiliation(s)
- Marina P Antoch
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
| | - Michelle Wrobel
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Buffalo, NY 14263, USA.,Everon Biosciences, Inc., Buffalo, NY 14203, USA
| | - Karen K Kuropatwinski
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
| | - Ilya Gitlin
- Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
| | - Katerina I Leonova
- Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
| | - Ilia Toshkov
- Everon Biosciences, Inc., Buffalo, NY 14203, USA
| | | | - Alan D Hutson
- Biostatistics and Bioinformatics, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
| | | | - Andrei V Gudkov
- Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
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257
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Bellelli G, Moresco R, Panina-Bordignon P, Arosio B, Gelfi C, Morandi A, Cesari M. Is Delirium the Cognitive Harbinger of Frailty in Older Adults? A Review about the Existing Evidence. Front Med (Lausanne) 2017; 4:188. [PMID: 29167791 PMCID: PMC5682301 DOI: 10.3389/fmed.2017.00188] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Accepted: 10/20/2017] [Indexed: 12/12/2022] Open
Abstract
Frailty is a clinical syndrome defined by the age-related depletion of the individual’s homeostatic reserves, determining an increased susceptibility to stressors and disproportionate exposure to negative health changes. The physiological systems that are involved in the determination of frailty are mutually interrelated, so that when decline starts in a given system, implications may also regard the other systems. Indeed, it has been shown that the number of abnormal systems is more predictive of frailty than those of the abnormalities in any particular system. Delirium is a transient neurocognitive disorder, characterized by an acute onset and fluctuating course, inattention, cognitive dysfunction, and behavioral abnormalities, that complicates one out of five hospital admissions. Delirium is independently associated with the same negative outcomes of frailty and, like frailty, its pathogenesis is usually multifactorial, depending on complex inter-relationships between predisposing and precipitating factors. By definition, a somatic cause should be identified, or at least suspected, to diagnose delirium. Delirium and frailty potentially share multiple pathophysiologic mechanisms and pathways, meaning that they could be thought of as the two sides to the same coin. This review aims at summarizing the existing evidence, referring both to human and animal models, to postulate that delirium may represent the cognitive harbinger of a state of frailty in older persons experiencing an acute clinical event.
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Affiliation(s)
- Giuseppe Bellelli
- Geriatric Unit, San Gerardo Hospital, Monza, Italy.,School of Medicine and Surgery, University Milano-Bicocca, Milan, Italy
| | - Rosamaria Moresco
- School of Medicine and Surgery, University Milano-Bicocca, Milan, Italy.,National Research Council (CNR), Nuclear Medicine Department, San Raffaele Hospital (IRCCS), Milan, Italy
| | | | - Beatrice Arosio
- Geriatric Unit, Department of Medical Sciences and Community Health, University of Milano, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Cecilia Gelfi
- Department of Biomedical Sciences for Health, University of Milano, Segrate, Italy
| | - Alessandro Morandi
- Department of Rehabilitation and Aged Care, Casa di Cura "Ancelle della Carità", Fondazione Teresa Camplani, Cremona, Italy
| | - Matteo Cesari
- Geriatric Unit, Fondazione IRCCS Ca 'Granda, Ospedale Maggiore Policlinico, Milan, Italy
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258
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Kane AE, Howlett SE. Novel cardioprotection strategies for the aged heart: evidence from pre-clinical studies. Clin Exp Pharmacol Physiol 2017; 43:1251-1260. [PMID: 27626269 DOI: 10.1111/1440-1681.12668] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Revised: 09/01/2016] [Accepted: 09/09/2016] [Indexed: 11/30/2022]
Abstract
The incidence of cardiovascular disease is rising as the population ages. This has led to an increase in the need to perform cardiac surgery in older patients. However, aged hearts are particularly susceptible to reperfusion injury following periods of myocardial ischaemia that occur during cardiac surgery. Indeed, older adults experience myocardial dysfunction and reduced survival post-surgery compared to younger people and certain groups, including older women and frail older adults, are at particular risk. This highlights the need to design cardioprotective strategies specifically for the ageing heart. Cardioprotection during surgery is often accomplished by perfusing the heart with chemical arresting agents, known as cardioplegic solutions. New protective strategies have been developed and tested in animal models, where cardioplegic solutions have been modified by changing their temperature, chemical components and/or the frequency of delivery. In addition, drugs designed to activate cardioprotective mechanisms or to inhibit mechanisms involved in injury have been added to improve the efficacy of these solutions. However, most experimental studies have developed and optimized cardioplegic solutions in hearts from younger male animals. This review discusses pre-clinical models used to optimize cardioplegic solutions, with an emphasis on the few studies that have used hearts from older animals. Pharmacologic agents that have been shown to enhance the benefits of cardioplegia in younger hearts and could, in theory, protect vulnerable older hearts are also considered. We emphasize the need to conduct studies in frail older animals of both sexes to facilitate translation of laboratory-based observations to the clinic.
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Affiliation(s)
- Alice E Kane
- Department of Pharmacology, Dalhousie University, NS, B3H 4R2, Canada
| | - Susan E Howlett
- Department of Pharmacology, Dalhousie University, NS, B3H 4R2, Canada.,Department of Medicine (Geriatric Medicine), Dalhousie University, Halifax, NS, B3H 4R2, Canada.,Institute of Cardiovascular Sciences, University of Manchester, Manchester, UK
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259
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Newman JC, Covarrubias AJ, Zhao M, Yu X, Gut P, Ng CP, Huang Y, Haldar S, Verdin E. Ketogenic Diet Reduces Midlife Mortality and Improves Memory in Aging Mice. Cell Metab 2017; 26:547-557.e8. [PMID: 28877458 PMCID: PMC5605815 DOI: 10.1016/j.cmet.2017.08.004] [Citation(s) in RCA: 328] [Impact Index Per Article: 46.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Revised: 06/16/2017] [Accepted: 08/07/2017] [Indexed: 12/16/2022]
Abstract
Ketogenic diets recapitulate certain metabolic aspects of dietary restriction such as reliance on fatty acid metabolism and production of ketone bodies. We investigated whether an isoprotein ketogenic diet (KD) might, like dietary restriction, affect longevity and healthspan in C57BL/6 male mice. We find that Cyclic KD, KD alternated weekly with the Control diet to prevent obesity, reduces midlife mortality but does not affect maximum lifespan. A non-ketogenic high-fat diet (HF) fed similarly may have an intermediate effect on mortality. Cyclic KD improves memory performance in old age, while modestly improving composite healthspan measures. Gene expression analysis identifies downregulation of insulin, protein synthesis, and fatty acid synthesis pathways as mechanisms common to KD and HF. However, upregulation of PPARα target genes is unique to KD, consistent across tissues, and preserved in old age. In all, we show that a non-obesogenic ketogenic diet improves survival, memory, and healthspan in aging mice.
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Affiliation(s)
- John C Newman
- Buck Institute for Research on Aging, Novato, CA 94945, USA; UCSF Division of Geriatrics, San Francisco, CA 94118, USA; Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA
| | | | - Minghao Zhao
- UCSF Global Health Sciences, San Francisco, CA 94158, USA
| | - Xinxing Yu
- UCSF Division of Geriatrics, San Francisco, CA 94118, USA
| | - Philipp Gut
- Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA
| | - Che-Ping Ng
- Buck Institute for Research on Aging, Novato, CA 94945, USA
| | - Yu Huang
- Gladstone Institute of Cardiovascular Disease, San Francisco, CA 94158, USA
| | - Saptarsi Haldar
- Gladstone Institute of Cardiovascular Disease, San Francisco, CA 94158, USA
| | - Eric Verdin
- Buck Institute for Research on Aging, Novato, CA 94945, USA; UCSF Division of Geriatrics, San Francisco, CA 94118, USA; Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA.
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260
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A frailty index from common clinical and laboratory tests predicts increased risk of death across the life course. GeroScience 2017; 39:447-455. [PMID: 28866737 PMCID: PMC5636769 DOI: 10.1007/s11357-017-9993-7] [Citation(s) in RCA: 98] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 08/17/2017] [Indexed: 01/28/2023] Open
Abstract
A frailty index (FI) based entirely on common clinical and laboratory tests might offer scientific advantages in understanding ageing and pragmatic advantages in screening. Our main objective was to compare an FI based on common laboratory tests with an FI based on self-reported data; we additionally investigated if the combination of subclinical deficits with clinical ones increased the ability of the FI to predict mortality. In this secondary analysis of the 2003–2004 and 2005–2006 National Health and Nutrition Examination Survey data, 8888 individuals aged 20+ were evaluated. Three FIs were constructed: a 36-item FI using self-reported questionnaire data (FI-Self-report); a 32-item FI using data from laboratory test values plus pulse and blood pressure measures (FI-Lab); and a 68-item FI that combined all items from each index (FI-Combined). The mean FI-Lab score was 0.15 ± 0.09, the FI-Self-report was 0.11 ± 0.11 and FI-Combined was 0.13 ± 0.08. Each index showed some typical FI characteristics (skewed distribution with long right tail, non-linear increase with age). Even so, there were fewer people with low frailty levels and a slower increase with age for the FI-Lab compared to the FI-Self-report. Higher frailty level was associated with higher risk of death, although it was strongest at older ages. Both FI-Lab and FI-Self-report remained significant in a combined model predicting death. The FI-Lab was feasible and valid, demonstrating that even subclinical deficit accumulation increased mortality risk. This suggests that deficit accumulation, from the subcellular to the clinically visible is a useful construct that may advance our understanding of the ageing process.
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261
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Mitnitski A, Howlett SE, Rockwood K. Heterogeneity of Human Aging and Its Assessment. J Gerontol A Biol Sci Med Sci 2017; 72:877-884. [PMID: 27216811 DOI: 10.1093/gerona/glw089] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2016] [Accepted: 04/27/2016] [Indexed: 01/15/2023] Open
Abstract
Understanding the heterogeneity in health of older adults is a compelling question in the biology of aging. We analyzed the performance of five measures of health heterogeneity, judging them by their ability to predict mortality. Using clinical and biomarker data on 1,013 participants of the Canadian Study of Health and Aging who were followed for up to 6 years, we calculated two indices of biological age using the Klemera and Doubal method, which controversially includes using chronological age as a "biomarker," and three frailty indices (FIs) that do not include chronological age: a standard clinical FI, an FI from standard laboratory blood tests and blood pressure, and their combination (FI-combined). Predictive validity was tested using Cox proportional hazards analysis and discriminative ability by the area under the receiver-operating characteristic curves. All five measures showed moderate performance that was improved by combining measures to evaluate larger numbers of items. The greatest addition in explanatory power came from the FI-combined that showed the best mortality prediction in an age-adjusted model. More extensive comparisons across different databases are required, but these results do not support including chronological age as a biomarker.
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Affiliation(s)
| | - Susan E Howlett
- Department of Medicine and.,Department of Pharmacology (Division of Geriatric Medicine), Dalhousie University, Halifax, Nova Scotia, Canada.,Department of Physiology, Institute of Cardiovascular Sciences and
| | - Kenneth Rockwood
- Department of Medicine and.,Department of Geriatric Medicine and Institute of Brain, Behaviour and Neurosciences, University of Manchester, UK
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262
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Gomez-Cabrera MC, Garcia-Valles R, Rodriguez-Mañas L, Garcia-Garcia FJ, Olaso-Gonzalez G, Salvador-Pascual A, Tarazona-Santabalbina FJ, Viña J. A New Frailty Score for Experimental Animals Based on the Clinical Phenotype: Inactivity as a Model of Frailty. J Gerontol A Biol Sci Med Sci 2017; 72:885-891. [PMID: 28329258 DOI: 10.1093/gerona/glw337] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 12/29/2016] [Indexed: 01/01/2023] Open
Abstract
The development of animal models to study human frailty is important to test interventions to be translated to the clinical practice. The aim of this work was to develop a score for frailty in experimental animals based in the human frailty phenotype. We also tested the effect of physical inactivity in the development of frailty as determined by our score. Male C57Bl/6J mice, individually caged, were randomly assigned to one of two groups: sedentary (inactive) or spontaneous wheel-runners. We compared the sedentary versus the active lifestyle in terms of frailty by evaluating the clinical criteria used in humans: unintentional weight loss; poor endurance (running time); slowness (running speed); weakness (grip strength), and low activity level (motor coordination) at five different ages: 17, 20, 23, 26 and 28 months of age. Each criterion had a designated cut-off point to identify the mice with the lowest performance. Lifelong spontaneous exercise significantly retards frailty. On the contrary sedentary animals become frail as they age. Thus, physical inactivity is a model of frailty in experimental animals. Our frailty score provides a tool to evaluate interventions in mice prior to translating them to clinical practice.
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Affiliation(s)
- Mari Carmen Gomez-Cabrera
- Department of Physiology, University of Valencia, Fundación Investigación Hospital Clínico Universitario/INCLIVA, Spain
| | - Rebeca Garcia-Valles
- Department of Physiology, University of Valencia, Fundación Investigación Hospital Clínico Universitario/INCLIVA, Spain
| | - Leocadio Rodriguez-Mañas
- Servicio de Geriatría, Hospital Universitario de Getafe, Ministerio de Sanidad y Consumo, Madrid, Spain. Red Temática de Investigación Cooperativa en Envejecimiento y Fragilidad (RETICEF), Instituto de Salud Carlos III
| | | | - Gloria Olaso-Gonzalez
- Department of Physiology, University of Valencia, Fundación Investigación Hospital Clínico Universitario/INCLIVA, Spain
| | - Andrea Salvador-Pascual
- Department of Physiology, University of Valencia, Fundación Investigación Hospital Clínico Universitario/INCLIVA, Spain
| | - Francisco Jose Tarazona-Santabalbina
- Department of Geriatric Medicine, Hospital Universitario de la Ribera, Alzira, Spain.,Faculty of Nursing and Medicine, Catholic University of Valencia San Vicente Mártir, Spain
| | - Jose Viña
- Department of Physiology, University of Valencia, Fundación Investigación Hospital Clínico Universitario/INCLIVA, Spain
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263
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Kane AE, Huizer-Pajkos A, Mach J, Mitchell SJ, de Cabo R, Le Couteur DG, Howlett SE, Hilmer SN. A Comparison of Two Mouse Frailty Assessment Tools. J Gerontol A Biol Sci Med Sci 2017; 72:904-909. [PMID: 28549083 DOI: 10.1093/gerona/glx009] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Indexed: 01/08/2023] Open
Abstract
The mouse clinical frailty index and the mouse frailty phenotype assessment are two recently developed tools used to assess frailty in mice. The objectives of this study were to investigate whether the same mice are identified as frail with both tools and to examine the association of each of the assessment tools with age and frailty-related outcomes. Frailty was measured using both tools in old (~24 months; n = 36) C57BL/6 male mice. After 2 weeks, blood pressure and heart rate were measured and serum samples were collected for analysis of alanine aminotransferase, creatinine, and albumin levels. The mouse frailty phenotype assessment identified no mice as frail but modification of the assessment tool identified six mice as frail. The mouse clinical frailty index identified 16 mice as frail and the agreement between the two scales was 50.0%. Increasing clinical frailty index scores were correlated with low serum alanine aminotransferase, as well as decreased heart rate, and reduced heart rate variance. We conclude that, consistent with equivalent frailty assessment scales in humans, both tools have value but do not necessarily identify the same mice as frail.
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Affiliation(s)
- Alice E Kane
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research and Sydney Medical School, University of Sydney, New South Wales, Australia.,Department of Pharmacology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Aniko Huizer-Pajkos
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research and Sydney Medical School, University of Sydney, New South Wales, Australia.,Departments of Clinical Pharmacology and Aged Care, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - John Mach
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research and Sydney Medical School, University of Sydney, New South Wales, Australia.,Departments of Clinical Pharmacology and Aged Care, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Sarah J Mitchell
- Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Rafael de Cabo
- Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - David G Le Couteur
- Biogerontology Laboratory, Centre for Education and Research on Aging and ANZAC Research Institute, Sydney, New South Wales, Australia
| | - Susan E Howlett
- Department of Pharmacology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Sarah N Hilmer
- Laboratory of Ageing and Pharmacology, Kolling Institute of Medical Research and Sydney Medical School, University of Sydney, New South Wales, Australia.,Departments of Clinical Pharmacology and Aged Care, Royal North Shore Hospital, Sydney, New South Wales, Australia
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264
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Miller MG, Thangthaeng N, Shukitt-Hale B. A Clinically Relevant Frailty Index for Aging Rats. J Gerontol A Biol Sci Med Sci 2017; 72:892-896. [PMID: 28329224 DOI: 10.1093/gerona/glw338] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Accepted: 01/04/2017] [Indexed: 11/12/2022] Open
Abstract
Frailty is a clinical syndrome that is increasingly prevalent during aging. Frailty involves the confluence of reduced strength, speed, physical activity, and endurance and is associated with adverse health outcomes. The present study adapts existing clinical and preclinical indices of frailty to the Fischer (F344) rat. Male F344 rats (n = 133; 17 mo) completed a battery of behavioral tasks, including forelimb wire suspension (strength), rotarod (speed), open field (physical activity), and inclined screen (endurance). Rats that performed poorly (lowest quintile) on two tasks were considered mildly frail (17.29%, n = 23), and rats that performed poorly on 3-4 tasks were considered frail (2.26%, n = 3). Logistic regression of 100-day survival revealed that mildly frail rats were 3.8 times and frail rats were 27.5 times more likely to die during that period than nonfrail rats (p = .038; 95% confidence interval: 2.030, 372.564). The selected criterion tests, cutoff points, and index provide a potential tool for identifying frailty in aged F344 rats, which is consistent with existing frailty indices for humans and mice.
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Affiliation(s)
- Marshall G Miller
- USDA-ARS, Human Nutrition Research Center on Aging at Tufts University, Boston, Massachusetts
| | - Nopporn Thangthaeng
- USDA-ARS, Human Nutrition Research Center on Aging at Tufts University, Boston, Massachusetts
| | - Barbara Shukitt-Hale
- USDA-ARS, Human Nutrition Research Center on Aging at Tufts University, Boston, Massachusetts
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265
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Yorke A, Kane AE, Hancock Friesen CL, Howlett SE, O'Blenes S. Development of a Rat Clinical Frailty Index. J Gerontol A Biol Sci Med Sci 2017; 72:897-903. [PMID: 28158648 PMCID: PMC5458399 DOI: 10.1093/gerona/glw339] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 12/19/2016] [Indexed: 12/02/2022] Open
Abstract
Rats are a commonly used model for aging studies, and a frailty assessment tool for rats would be of considerable value. There has been a recent focus on the development of preclinical models of frailty in mice. A mouse clinical frailty index (FI) was developed based on clinical frailty assessment tools. This FI measures the accumulation of clinically evident health-related deficits in mice. This paper aimed to develop a rat clinical FI. Male Fischer 344 rats were aged from 6 to 9 months (n = 12), and from 13 to 21 months (n = 41). A FI comprised of 27 health-related deficits was developed from a review of the literature and consultation with a veterinarian. Deficits were scored 0 if absent, 0.5 if mild, or 1 if severe. A FI score was determined for each rat every 3–4 months, and for the older group mortality was assessed up to 21 months. Mean FI scores significantly increased at each time point for the older rats. A high FI score measured at both 17 months of age and terminally was also associated with decreased probability of survival as assessed with Kaplan–Meier curves. The rat clinical FI has significant value for use in aging and interventional studies.
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Affiliation(s)
- Amy Yorke
- Physiology and Biophysics Department
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266
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Tang Y, Wang X, Zhang S, Duan S, Qing W, Chen G, Ye F, Le Y, Ouyang W. Pre-existing weakness is critical for the occurrence of postoperative cognitive dysfunction in mice of the same age. PLoS One 2017; 12:e0182471. [PMID: 28787017 PMCID: PMC5546624 DOI: 10.1371/journal.pone.0182471] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Accepted: 07/19/2017] [Indexed: 11/30/2022] Open
Abstract
Occurrence of postoperative cognitive dysfunction (POCD) is age-dependent and heterogenous. Factors deciding the occurrence of POCD in patients of the same age undergone same surgeries remain unclear. Here we investigated the effects of pre-existing weakness on the occurrence of POCD in mice of the same age. Pre-existing weakness of mice was induced by intraperitoneal injection of lipopolysaccharide (8mg/kg) and was evaluated by physical frailty index (by open field test), neuroinflammation level (by Iba1 immunostaining and inflammatory factors TNF-α and IL-1β), and neuronal activity (by p-CREB immunostaining). POCD was induced by partial hepatolobectomy and was evaluated by puzzle box test and Morris water maze test. The brains were collected to detect the levels of neuroinflammation, synaptophysin and NMDA receptor subunits NR2A, NR2B and NR1 (by western blot), and oxidative stress (by Dihydroethidium). Compared to the normal adult mice of the same age, LPS pretreated mice had increased physical frailty index, higher levels of neuroinflammation, and lower neuronal activity. Partial hepatolobectomy induced obvious impairments in executive function, learning and memory in LPS pretreated mice after surgery, but not in normal mice of the same age. Partial hepatolobectomy also induced heightened neuroinflammation, obvious loss of NMDA receptor subunits, strong oxidative stress in LPS pretreated mice on the 1st and 3rd postoperative day. However, the POCD-associated pathological changes didn’t occur in normal mice of the same age after surgery. These results suggest that pre-existing weakness is critical for the occurrence of POCD in mice of the same age.
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Affiliation(s)
- Yujie Tang
- Department of Anesthesiology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Xueqin Wang
- Center for Experimental Medicine, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Shuibing Zhang
- Department of Anesthesiology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Shangchun Duan
- Department of Anesthesiology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Wenxiang Qing
- Department of Anesthesiology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Gong Chen
- Department of Anesthesiology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Feng Ye
- Key Laboratory of Molecular Biology for Infectious Diseases, Ministry of Education of China, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, P.R. China
| | - Yuan Le
- Department of Anesthesiology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
- * E-mail: (WO); (YL)
| | - Wen Ouyang
- Department of Anesthesiology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
- * E-mail: (WO); (YL)
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267
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Guaraldi G, Dolci G, Zona S, Tarantino G, Serra V, Ballarin R, Franceschini E, Codeluppi M, Brothers TD, Mussini C, Di Benedetto F. A frailty index predicts post-liver transplant morbidity and mortality in HIV-positive patients. AIDS Res Ther 2017; 14:37. [PMID: 28779758 PMCID: PMC5545092 DOI: 10.1186/s12981-017-0163-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2017] [Accepted: 07/28/2017] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND We hypothesized that frailty acts as a measure of health outcomes in the context of LT. The aim of this study was to explore frailty index across LT, as a measure of morbidity and mortality. This was a retrospective observational study including all consecutive 47 HIV+patients who received LT in Modena, Italy from 2003 to June 2015. METHODS frailty index (FI) was constructed from 30 health variables. It was used both as a continuous score and as a categorical variable, defining 'most frail' a FI > 0.45. FI change across transplant (deltaFI, ΔFI) was calculated as the difference between year 1 FI (FI-Y1) and pre-transplant FI (FI-t0). The outcomes measures were mortality and "otpimal LT" (defined as being alive without multi-morbidity). RESULTS Median value of FI-t0 was 0.48 (IQR 0.42-0.52), FI-Y1 was 0.31 (IQR 0.26-0.41). At year five mortality rate was 45%, "optimal transplant" rate at year 1 was 38%. All the patients who died in the post-LT were most frail in the pre-LT. ΔFI was a predictor of mortality after correction for age and MELD (HR = 1.10, p = 0.006) and was inversely associated with optimal transplant after correction for age (HR = 1.04, p = 0.01). CONCLUSIONS We validated FI as a valuable health measure in HIV transplant. In particular, we found a relevant correlation between FI strata at baseline and mortality and a statistically significant correlation between, ΔFI and survival rate.
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268
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Bellumkonda L, Tyrrell D, Hummel SL, Goldstein DR. Pathophysiology of heart failure and frailty: a common inflammatory origin? Aging Cell 2017; 16:444-450. [PMID: 28266167 PMCID: PMC5418206 DOI: 10.1111/acel.12581] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/26/2017] [Indexed: 12/23/2022] Open
Abstract
Frailty, a clinical syndrome that typically occurs in older adults, implies a reduced ability to tolerate biological stressors. Frailty accompanies many age‐related diseases but can also occur without overt evidence of end‐organ disease. The condition is associated with circulating inflammatory cytokines and sarcopenia, features that are shared with heart failure (HF). However, the biological underpinnings of frailty remain unclear and the interaction with HF is complex. Here, we describe the inflammatory pathophysiology that is associated with frailty and speculate that the inflammation that occurs with frailty shares common origins with HF. We discuss the limitations in investigating the pathophysiology of frailty due to few relevant experimental models. Leveraging current therapies for advanced HF and current known therapies to address frailty in humans may enable translational studies to better understand the inflammatory interactions between frailty and HF.
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Affiliation(s)
- Lavanya Bellumkonda
- Section of Cardiovascular Medicine; Department of Medicine; Yale School of Medicine; New Haven CT USA
| | - Daniel Tyrrell
- Section of Cardiovascular Medicine; Department of Medicine; University of Michigan; Ann Arbor MI USA
| | - Scott L. Hummel
- Section of Cardiovascular Medicine; Department of Medicine; University of Michigan; Ann Arbor MI USA
- Ann Arbor Veterans Affairs Healthcare System; Ann Arbor MI USA
| | - Daniel R. Goldstein
- Section of Cardiovascular Medicine; Department of Medicine; University of Michigan; Ann Arbor MI USA
- Institute of Gerontology; University of Michigan; Ann Arbor MI USA
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269
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Kane AE, Howlett SE. Advances in Preclinical Models of Frailty. J Gerontol A Biol Sci Med Sci 2017; 72:867-869. [DOI: 10.1093/gerona/glx072] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Indexed: 01/10/2023] Open
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270
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Feridooni HA, Kane AE, Ayaz O, Boroumandi A, Polidovitch N, Tsushima RG, Rose RA, Howlett SE. The impact of age and frailty on ventricular structure and function in C57BL/6J mice. J Physiol 2017; 595:3721-3742. [PMID: 28502095 DOI: 10.1113/jp274134] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Accepted: 03/23/2017] [Indexed: 12/25/2022] Open
Abstract
KEY POINTS Heart size increases with age (called hypertrophy), and its ability to contract declines. However, these reflect average changes that may not be present, or present to the same extent, in all older individuals. That aging happens at different rates is well accepted clinically. People who are aging rapidly are frail and frailty is measured with a 'frailty index'. We quantified frailty with a validated mouse frailty index tool and evaluated the impacts of age and frailty on cardiac hypertrophy and contractile dysfunction. Hypertrophy increased with age, while contractions, calcium currents and calcium transients declined; these changes were graded by frailty scores. Overall health status, quantified as frailty, may promote maladaptive changes associated with cardiac aging and facilitate the development of diseases such as heart failure. To understand age-related changes in heart structure and function, it is essential to know both chronological age and the health status of the animal. ABSTRACT On average, cardiac hypertrophy and contractile dysfunction increase with age. Still, individuals age at different rates and their health status varies from fit to frail. We investigated the influence of frailty on age-dependent ventricular remodelling. Frailty was quantified as deficit accumulation in adult (≈7 months) and aged (≈27 months) C57BL/6J mice by adapting a validated frailty index (FI) tool. Hypertrophy and contractile function were evaluated in Langendorff-perfused hearts; cellular correlates/mechanisms were investigated in ventricular myocytes. FI scores increased with age. Mean cardiac hypertrophy increased with age, but values in the adult and aged groups overlapped. When plotted as a function of frailty, hypertrophy was graded by FI score (r = 0.67-0.55, P < 0.0003). Myocyte area also correlated positively with FI (r = 0.34, P = 0.03). Left ventricular developed pressure (LVDP) plus rates of pressure development (+dP/dt) and decay (-dP/dt) declined with age and this was graded by frailty (r = -0.51, P = 0.0007; r = -0.48, P = 0.002; r = -0.56, P = 0.0002 for LVDP, +dP/dt and -dP/dt). Smaller, slower contractions graded by FI score were also seen in ventricular myocytes. Contractile dysfunction in cardiomyocytes isolated from frail mice was attributable to parallel changes in underlying Ca2+ transients. These changes were not due to reduced sarcoplasmic reticulum stores, but were graded by smaller Ca2+ currents (r = -0.40, P = 0.008), lower gain (r = -0.37, P = 0.02) and reduced expression of Cav1.2 protein (r = -0.68, P = 0.003). These results show that cardiac hypertrophy and contractile dysfunction in naturally aging mice are graded by overall health and suggest that frailty, in addition to chronological age, can help explain heterogeneity in cardiac aging.
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Affiliation(s)
- H A Feridooni
- Department of Pharmacology, Dalhousie University, PO Box 15000, 5850 College St, B3H 4R2, Halifax, NS, Canada
| | - A E Kane
- Department of Pharmacology, Dalhousie University, PO Box 15000, 5850 College St, B3H 4R2, Halifax, NS, Canada
| | - O Ayaz
- Department of Pharmacology, Dalhousie University, PO Box 15000, 5850 College St, B3H 4R2, Halifax, NS, Canada
| | - A Boroumandi
- Department of Biology, Muscle Health Research Centre, York University, 4700 Keele St, Toronto, ON, Canada, M3J 1P3
| | - N Polidovitch
- Department of Biology, Muscle Health Research Centre, York University, 4700 Keele St, Toronto, ON, Canada, M3J 1P3
| | - R G Tsushima
- Department of Biology, Muscle Health Research Centre, York University, 4700 Keele St, Toronto, ON, Canada, M3J 1P3
| | - R A Rose
- Department of Physiology and Biophysics, Dalhousie University, PO Box 15000, 5850 College St, B3H 4R2, Halifax, NS, Canada
| | - S E Howlett
- Department of Pharmacology, Dalhousie University, PO Box 15000, 5850 College St, B3H 4R2, Halifax, NS, Canada.,Department of Medicine (Geriatric Medicine), Dalhousie University, PO Box 15000, 5850 College St, B3H 4R2, Halifax, NS, Canada
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271
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Kane AE, Ayaz O, Ghimire A, Feridooni HA, Howlett SE. Implementation of the mouse frailty index. Can J Physiol Pharmacol 2017; 95:1149-1155. [PMID: 28463656 DOI: 10.1139/cjpp-2017-0025] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Frailty is considered a state of high vulnerability for adverse health outcomes for people of the same age. Those who are frail have higher mortality, worse health outcomes, and use more health care services than those who are not frail. Despite this, little is known about the biology of frailty, the effect of frailty on pharmacological or surgical outcomes, and potential interventions to attenuate frailty. In humans, frailty can be quantified using a frailty index (FI) based on the principle of deficit accumulation. The recent development of an FI in naturally ageing mice provides an opportunity to conduct frailty research in a validated preclinical model. The mouse FI has been successfully used across a wide range of applications; however, there are some factors that should be considered in implementing this tool. This review summarises the current literature, presents some original data, and suggests areas for future research on the current applications of the mouse FI, inter-rater reliability of the FI, the effect of observer characteristics and environmental factors on mouse FI scores, and the individual items that make up the FI assessment. The implementation of this tool into preclinical frailty research should greatly accelerate translational research in this important field.
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Affiliation(s)
- Alice E Kane
- Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada.,Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada
| | - Omar Ayaz
- Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada.,Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada
| | - Anjali Ghimire
- Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada.,Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada
| | - Hirad A Feridooni
- Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada.,Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada
| | - Susan E Howlett
- Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada.,Pharmacology Department, Dalhousie University, Halifax, NS B3H 4H7, Canada
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272
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Atrial structure, function and arrhythmogenesis in aged and frail mice. Sci Rep 2017; 7:44336. [PMID: 28290548 PMCID: PMC5349540 DOI: 10.1038/srep44336] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Accepted: 02/07/2017] [Indexed: 01/01/2023] Open
Abstract
Atrial fibrillation (AF) is prevalent in aging populations; however not all individuals age at the same rate. Instead, individuals of the same chronological age can vary in health status from fit to frail. Our objective was to determine the impacts of age and frailty on atrial function and arrhythmogenesis in mice using a frailty index (FI). Aged mice were more frail and demonstrated longer lasting AF compared to young mice. Consistent with this, aged mice showed longer P wave duration and PR intervals; however, both parameters showed substantial variability suggesting differences in health status among mice of similar chronological age. In agreement with this, P wave duration and PR interval were highly correlated with FI score. High resolution optical mapping of the atria demonstrated reduced conduction velocity and action potential duration in aged hearts that were also graded by FI score. Furthermore, aged mice had increased interstitial fibrosis along with changes in regulators of extracellular matrix remodelling, which also correlated with frailty. These experiments demonstrate that aging results in changes in atrial structure and function that create a substrate for atrial arrhythmias. Importantly, these changes were heterogeneous due to differences in health status, which could be identified using an FI.
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273
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Mitnitski AB, Rutenberg AD, Farrell S, Rockwood K. Aging, frailty and complex networks. Biogerontology 2017; 18:433-446. [PMID: 28255823 DOI: 10.1007/s10522-017-9684-x] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2016] [Accepted: 02/21/2017] [Indexed: 12/21/2022]
Abstract
When people age their mortality rate increases exponentially, following Gompertz's law. Even so, individuals do not die from old age. Instead, they accumulate age-related illnesses and conditions and so become increasingly vulnerable to death from various external and internal stressors. As a measure of such vulnerability, frailty can be quantified using the frailty index (FI). Larger values of the FI are strongly associated with mortality and other adverse health outcomes. This association, and the insensitivity of the FI to the particular health variables that are included in its construction, makes it a powerful, convenient, and increasingly popular integrative health measure. Still, little is known about why the FI works so well. Our group has recently developed a theoretical network model of health deficits to better understand how changes in health are captured by the FI. In our model, health-related variables are represented by the nodes of a complex network. The network has a scale-free shape or "topology": a few nodes have many connections with other nodes, whereas most nodes have few connections. These nodes can be in two states, either damaged or undamaged. Transitions between damaged and non-damaged states are governed by the stochastic environment of individual nodes. Changes in the degree of damage of connected nodes change the local environment and make further damage more likely. Our model shows how age-dependent acceleration of the FI and of mortality emerges, even without specifying an age-damage relationship or any other time-dependent parameter. We have also used our model to assess how informative individual deficits are with respect to mortality. We find that the information is larger for nodes that are well connected than for nodes that are not. The model supports the idea that aging occurs as an emergent phenomenon, and not as a result of age-specific programming. Instead, aging reflects how damage propagates through a complex network of interconnected elements.
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Affiliation(s)
- A B Mitnitski
- Department of Medicine, Dalhousie University, Halifax, Canada.
- Geriatric Medicine Research Unit, Halifax, Canada.
| | - A D Rutenberg
- Department of Physics and Atmospheric Science, Dalhousie University, Halifax, Canada
| | - S Farrell
- Department of Physics and Atmospheric Science, Dalhousie University, Halifax, Canada
| | - K Rockwood
- Department of Medicine, Dalhousie University, Halifax, Canada
- Geriatric Medicine Research Unit, Halifax, Canada
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274
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Rockwood K, Blodgett JM, Theou O, Sun MH, Feridooni HA, Mitnitski A, Rose RA, Godin J, Gregson E, Howlett SE. A Frailty Index Based On Deficit Accumulation Quantifies Mortality Risk in Humans and in Mice. Sci Rep 2017; 7:43068. [PMID: 28220898 PMCID: PMC5318852 DOI: 10.1038/srep43068] [Citation(s) in RCA: 162] [Impact Index Per Article: 23.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 01/18/2017] [Indexed: 02/06/2023] Open
Abstract
Although many common diseases occur mostly in old age, the impact of ageing itself on disease risk and expression often goes unevaluated. To consider the impact of ageing requires some useful means of measuring variability in health in animals of the same age. In humans, this variability has been quantified by counting age-related health deficits in a frailty index. Here we show the results of extending that approach to mice. Across the life course, many important features of deficit accumulation are present in both species. These include gradual rates of deficit accumulation (slope = 0.029 in humans; 0.036 in mice), a submaximal limit (0.54 in humans; 0.44 in mice), and a strong relationship to mortality (1.05 [1.04–1.05] in humans; 1.15 [1.12–1.18] in mice). Quantifying deficit accumulation in individual mice provides a powerful new tool that can facilitate translation of research on ageing, including in relation to disease.
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Affiliation(s)
- K Rockwood
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax, N.S., Canada
| | - J M Blodgett
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax, N.S., Canada
| | - O Theou
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax, N.S., Canada
| | - M H Sun
- Department of Pharmacology, Dalhousie University, Halifax, N.S., Canada
| | - H A Feridooni
- Department of Pharmacology, Dalhousie University, Halifax, N.S., Canada
| | - A Mitnitski
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax, N.S., Canada
| | - R A Rose
- Department of Physiology &Biophysics, Dalhousie University, Halifax, N.S., Canada
| | - J Godin
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax, N.S., Canada
| | - E Gregson
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax, N.S., Canada
| | - S E Howlett
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax, N.S., Canada.,Department of Pharmacology, Dalhousie University, Halifax, N.S., Canada
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275
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von Zglinicki T, Varela-Nieto I, Brites D, Karagianni N, Ortolano S, Georgopoulos S, Cardoso AL, Novella S, Lepperdinger G, Trendelenburg AU, van Os R. Frailty in mouse ageing: A conceptual approach. Mech Ageing Dev 2016; 160:34-40. [DOI: 10.1016/j.mad.2016.07.004] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Revised: 07/11/2016] [Accepted: 07/15/2016] [Indexed: 01/21/2023]
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276
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Katharesan V, Lewis MD, Vink R, Johnson IP. Disparate Changes in Plasma and Brainstem Cytokine Levels in Adult and Ageing Rats Associated with Age-Related Changes in Facial Motor Neuron Number, Snout Muscle Morphology, and Exploratory Behavior. Front Neurol 2016; 7:191. [PMID: 27872607 PMCID: PMC5098431 DOI: 10.3389/fneur.2016.00191] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 10/19/2016] [Indexed: 11/28/2022] Open
Abstract
An overall increase in inflammatory cytokines with age in both the blood and the central nervous system (CNS) has been proposed to explain many aspects of ageing, including decreased motor function and neurodegeneration. This study tests the hypothesis that age-related increases in inflammatory cytokines in the blood and CNS lead to facial motor neuron degeneration. Groups of 3–5 female Sprague-Dawley rats aged 3, 12–18, and 24 months were used. Twelve cytokines interleukin (IL)-1α, IL-β, IL-2, IL-4, IL-5, IL-6, IL-10, IL-12p70, IL-13, tumor necrosis factor-α (TNFα), interferon-γ, and granulocyte macrophage-colony stimulating factor were measured in blood plasma and compared with those in the brainstem after first flushing blood from its vessels. The open-field test was used to measure exploratory behavior, and the morphology of the peripheral target muscle of facial motor neurons quantified. Total numbers of facial motor neurons were determined stereologically in separate groups of 3- and 24-month-old rats. Ageing rats showed a significant 30–42% decrease in blood plasma (peripheral) concentrations of IL-12p70 and TNFα and a significant 43–49% increase in brainstem (central) concentrations of IL-1α, IL-2, IL-4, IL-10, and TNFα. They also showed significant reductions in motor neuron number in the right but not left facial nucleus, reduced exploratory behavior, and increase in peripheral target muscle size. Marginal age-related facial motoneuronal loss occurs in the ageing rat and is characterized by complex changes in the inflammatory signature, rather than a general increase in inflammatory cytokines.
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Affiliation(s)
- Viythia Katharesan
- Anatomy and Pathology, The University of Adelaide , Adelaide, SA , Australia
| | - Martin David Lewis
- Mind and Brain Theme, South Australian Health and Medical Research Institute , Adelaide, SA , Australia
| | - Robert Vink
- Health Sciences Divisional Office, University of South Australia , Adelaide, SA , Australia
| | - Ian Paul Johnson
- Anatomy and Pathology, The University of Adelaide , Adelaide, SA , Australia
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277
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Wang C, Liu C, Gao H, Liu H. Order of aging of major human organs or systems and evaluation of health status based on aging. Biomarkers 2016; 22:145-148. [PMID: 27800690 DOI: 10.1080/1354750x.2016.1252951] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
To determine the functional age of an individual, a quantitative system for the assessment of aging status was developed in the present study. A total of 1579 subjects were selected randomly from patients undergoing physical examination. The index of organic mild impairment (IOMI) and IOMI corrected for age (COMI) were calculated. By receiver operating characteristic (ROC) curve analysis of the IOMIs of younger and elderly subjects, a cutoff value for COMI of 30% was obtained. About 95% of <30-year-old subjects were healthy. These data suggest that organs and systems reflect the aging status of an individual and may be a useful tool for evaluating health status.
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Affiliation(s)
- Chengfang Wang
- a Health Management Center, First Affiliated Hospital of Dalian Medical University , Dalian , China
| | - Chunqing Liu
- b College of Medical Laboratory , Dalian Medical University , Dalian , China
| | - Hanboya Gao
- a Health Management Center, First Affiliated Hospital of Dalian Medical University , Dalian , China
| | - Hui Liu
- b College of Medical Laboratory , Dalian Medical University , Dalian , China
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278
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Kane AE, Hilmer SN, Mach J, Mitchell SJ, de Cabo R, Howlett SE. Animal models of frailty: current applications in clinical research. Clin Interv Aging 2016; 11:1519-1529. [PMID: 27822024 PMCID: PMC5089820 DOI: 10.2147/cia.s105714] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The ethical, logistical, and biological complications of working with an older population of people inherently limits clinical studies of frailty. The recent development of animal models of frailty, and tools for assessing frailty in animal models provides an invaluable opportunity for frailty research. This review summarizes currently published animal models of frailty including the interleukin-10 knock-out mouse, the mouse frailty phenotype assessment tool, and the mouse clinical frailty index. It discusses both current and potential roles of these models in research into mechanisms of frailty, interventions to prevent/delay frailty, and the effect of frailty on outcomes. Finally, this review discusses some of the challenges and opportunities of translating research findings from animals to humans.
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Affiliation(s)
- Alice E Kane
- Department of Pharmacology, Dalhousie University, Halifax, NS, Canada
| | - Sarah N Hilmer
- Kolling Institute of Medical Research and Sydney Medical School, University of Sydney; Department of Clinical Pharmacology; Department of Aged Care, Royal North Shore Hospital, Sydney, NSW, Australia
| | - John Mach
- Kolling Institute of Medical Research and Sydney Medical School, University of Sydney; Department of Clinical Pharmacology; Department of Aged Care, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Sarah J Mitchell
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Rafael de Cabo
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Susan E Howlett
- Department of Pharmacology, Dalhousie University, Halifax, NS, Canada
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279
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Moghtadaei M, Jansen HJ, Mackasey M, Rafferty SA, Bogachev O, Sapp JL, Howlett SE, Rose RA. The impacts of age and frailty on heart rate and sinoatrial node function. J Physiol 2016; 594:7105-7126. [PMID: 27598221 DOI: 10.1113/jp272979] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Accepted: 08/24/2016] [Indexed: 12/19/2022] Open
Abstract
KEY POINTS Sinoatrial node (SAN) function declines with age; however, not all individuals age at the same rate and health status can vary from fit to frail. Frailty was quantified in young and aged mice using a non-invasive frailty index so that the impacts of age and frailty on heart rate and SAN function could be assessed. SAN function was impaired in aged mice due to alterations in electrical conduction, changes in SAN action potential morphology and fibrosis in the SAN. Changes in SAN function, electrical conduction, action potential morphology and fibrosis were correlated with, and graded by, frailty. This study shows that mice of the same chronological age have quantifiable differences in health status that impact heart rate and SAN function and that these differences in health status can be identified using our frailty index. ABSTRACT Sinoatrial node (SAN) dysfunction increases with age, although not all older adults are affected in the same way. This is because people age at different rates and individuals of the same chronological age vary in health status from very fit to very frail. Our objective was to determine the impacts of age and frailty on heart rate (HR) and SAN function using a new model of frailty in ageing mice. Frailty, which was quantified in young and aged mice using a frailty index (FI), was greater in aged vs. young mice. Intracardiac electrophysiology demonstrated that HR was reduced whereas SAN recovery time (SNRT) was prolonged in aged mice; however, both parameters showed heteroscedasticity suggesting differences in health status among mice of similar chronological age. Consistent with this, HR and corrected SNRT were correlated with, and graded by, FI score. Optical mapping of the SAN demonstrated that conduction velocity (CV) was reduced in aged hearts in association with reductions in diastolic depolarization (DD) slope and action potential (AP) duration. In agreement with in vivo results, SAN CV, DD slope and AP durations all correlated with FI score. Finally, SAN dysfunction in aged mice was associated with increased interstitial fibrosis and alterations in expression of matrix metalloproteinases, which also correlated with frailty. These findings demonstrate that age-related SAN dysfunction occurs in association with electrical and structural remodelling and that frailty is a critical determinant of health status of similarly aged animals that correlates with changes in HR and SAN function.
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Affiliation(s)
- Motahareh Moghtadaei
- Department of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Hailey J Jansen
- Department of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Martin Mackasey
- Department of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Sara A Rafferty
- Department of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Oleg Bogachev
- Department of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - John L Sapp
- Department of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.,Division of Cardiology, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Susan E Howlett
- Department of Pharmacology, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Robert A Rose
- Department of Physiology and Biophysics, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.,School of Biomedical Engineering, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
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280
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Fischer KE, Hoffman JM, Sloane LB, Gelfond JA, Soto VY, Richardson AG, Austad SN. A cross-sectional study of male and female C57BL/6Nia mice suggests lifespan and healthspan are not necessarily correlated. Aging (Albany NY) 2016; 8:2370-2391. [PMID: 27705904 PMCID: PMC5115894 DOI: 10.18632/aging.101059] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Accepted: 09/15/2016] [Indexed: 04/29/2023]
Abstract
Lifespan provides a discrete metric that is intuitively appealing and the assumption has been that healthspan is extended concomitant with lifespan. Medicine has been more successful at extending life than preserving health during aging. Interventions that extend lifespan in model organisms do not always result in a corresponding increase in healthspan, suggesting that lifespan and healthspan may be uncoupled. To understand how interventions that extend life affect healthspan, we need measures that distinguish between young and old animals. Here we measured age-related changes in healthspan in male and female C57BL/6JNia mice assessed at 4 distinct ages (4 months, 20 months, 28 months and 32 months). Correlations between health parameters and age varied. Some parameters show consistent patterns with age across studies and in both sexes, others changed in one sex only and others showed no significant differences in mice of different ages. Few correlations existed among health assays, suggesting that physiological function in domains we assessed change independently in aging mice. With one exception, health parameters were not significantly associated with an increased probability of premature death. Our results show the need for more robust measures of murine health and suggest a potential disconnect between health and lifespan in mice.
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Affiliation(s)
- Kathleen E. Fischer
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
- The Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, San Antonio, TX 78245, USA
| | - Jessica M. Hoffman
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Lauren B. Sloane
- The Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, San Antonio, TX 78245, USA
- Division of Liberal Arts and Sciences at SUNY Delhi, Delhi, NY 13753, USA
| | - Jonathan A.L. Gelfond
- The Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, San Antonio, TX 78245, USA
| | - Vanessa Y. Soto
- The Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, San Antonio, TX 78245, USA
| | - Arlan G. Richardson
- The Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, San Antonio, TX 78245, USA
- Department of Geriatric Medicine, Oklahoma University Health Science Center, Oklahoma City VA Medical Center, Oklahoma City, OK 73104, USA
| | - Steven N. Austad
- Department of Biology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
- The Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, San Antonio, TX 78245, USA
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281
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Sex Differences in the Biology and Pathology of the Aging Heart. Can J Cardiol 2016; 32:1065-73. [DOI: 10.1016/j.cjca.2016.03.017] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 03/30/2016] [Accepted: 03/30/2016] [Indexed: 01/30/2023] Open
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282
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Kirkland JL, Stout MB, Sierra F. Resilience in Aging Mice. J Gerontol A Biol Sci Med Sci 2016; 71:1407-1414. [PMID: 27535963 DOI: 10.1093/gerona/glw086] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 04/19/2016] [Indexed: 12/17/2022] Open
Abstract
Recently discovered interventions that target fundamental aging mechanisms have been shown to increase life span in mice and other species, and in some cases, these same manipulations have been shown to enhance health span and alleviate multiple age-related diseases and conditions. Aging is generally associated with decreases in resilience, the capacity to respond to or recover from clinically relevant stresses such as surgery, infections, or vascular events. We hypothesize that the age-related increase in susceptibility to those diseases and conditions is driven by or associated with the decrease in resilience. Thus, a test for resilience at middle age or even earlier could represent a surrogate approach to test the hypothesis that an intervention delays the process of aging itself. For this, animal models to test resilience accurately and predictably are needed. In addition, interventions that increase resilience might lead to treatments aimed at enhancing recovery following acute illnesses, or preventing poor outcomes from medical interventions in older, prefrail subjects. At a meeting of basic researchers and clinicians engaged in research on mechanisms of aging and care of the elderly, the merits and drawbacks of investigating effects of interventions on resilience in mice were considered. Available and potential stressors for assessing physiological resilience as well as the notion of developing a limited battery of such stressors and how to rank them were discussed. Relevant ranking parameters included value in assessing general health (as opposed to focusing on a single physiological system), ease of use, cost, reproducibility, clinical relevance, and feasibility of being repeated in the same animal longitudinally. During the discussions it became clear that, while this is an important area, very little is known or established. Much more research is needed in the near future to develop appropriate tests of resilience in animal models within an aging context. The preliminary set of tests ranked by the participants is discussed here, recognizing that this is a first attempt.
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Affiliation(s)
- James L Kirkland
- Mayo Clinic Kogod Center on Aging, Mayo Clinic, Rochester, Minnesota
| | - Michael B Stout
- Mayo Clinic Kogod Center on Aging, Mayo Clinic, Rochester, Minnesota
| | - Felipe Sierra
- Division of Aging Biology, National Institute on Aging, National Institutes of Health, Bethesda, Maryland.
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283
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Huffman DM, Justice JN, Stout MB, Kirkland JL, Barzilai N, Austad SN. Evaluating Health Span in Preclinical Models of Aging and Disease: Guidelines, Challenges, and Opportunities for Geroscience. J Gerontol A Biol Sci Med Sci 2016; 71:1395-1406. [PMID: 27535967 PMCID: PMC5055649 DOI: 10.1093/gerona/glw106] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 05/22/2016] [Indexed: 12/14/2022] Open
Abstract
Life extension is no longer considered sufficient evidence of delayed aging in research animals. It must also be demonstrated that a broad swathe of health indicators have been extended. During a retreat of the Geroscience Network, a consortium of basic and clinical aging researchers, potential measures of mouse health were considered for their potential as easily standardized, highly informative metrics. Major health domains considered were neuromuscular, cognitive, cardiovascular, metabolic, and inflammatory functions as well as body composition and energetics and a multitude of assays interrogating these domains. A particularly sensitive metric of health is the ability to respond to, and recover, from stress. Therefore, the Network also considered stresses of human relevance that could be implemented in mouse models to assess frailty and resilience. Mouse models already exist for responses to forced immobility, cancer chemotherapy, infectious diseases, dietary challenges, and surgical stress, and it was felt that these could be employed to determine whether putative senescence-retarding interventions increased and extended organismal robustness. The Network discussed challenges in modeling age-related human chronic diseases and concluded that more attention needs to be paid to developing disease models with later age of onset, models of co- and multimorbidity, diversifying the strains and sexes commonly used in aging research, and considering additional species.
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Affiliation(s)
- Derek M Huffman
- Institute for Aging Research, Albert Einstein College of Medicine, Bronx, New York
| | - Jamie N Justice
- Department of Integrative Physiology, University of Colorado Boulder
| | - Michael B Stout
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, Minnesota
| | - James L Kirkland
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, Minnesota
| | - Nir Barzilai
- Institute for Aging Research, Albert Einstein College of Medicine, Bronx, New York
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284
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Longitudinal imaging of the ageing mouse. Mech Ageing Dev 2016; 160:93-116. [PMID: 27530773 DOI: 10.1016/j.mad.2016.08.001] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 07/30/2016] [Accepted: 08/04/2016] [Indexed: 12/13/2022]
Abstract
Several non-invasive imaging techniques are used to investigate the effect of pathologies and treatments over time in mouse models. Each preclinical in vivo technique provides longitudinal and quantitative measurements of changes in tissues and organs, which are fundamental for the evaluation of alterations in phenotype due to pathologies, interventions and treatments. However, it is still unclear how these imaging modalities can be used to study ageing with mice models. Almost all age related pathologies in mice such as osteoporosis, arthritis, diabetes, cancer, thrombi, dementia, to name a few, can be imaged in vivo by at least one longitudinal imaging modality. These measurements are the basis for quantification of treatment effects in the development phase of a novel treatment prior to its clinical testing. Furthermore, the non-invasive nature of such investigations allows the assessment of different tissue and organ phenotypes in the same animal and over time, providing the opportunity to study the dysfunction of multiple tissues associated with the ageing process. This review paper aims to provide an overview of the applications of the most commonly used in vivo imaging modalities used in mouse studies: micro-computed-tomography, preclinical magnetic-resonance-imaging, preclinical positron-emission-tomography, preclinical single photon emission computed tomography, ultrasound, intravital microscopy, and whole body optical imaging.
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285
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Abstract
As Canada's population ages, frailty - with its increased risk of functional decline, deterioration in health status, and death - will become increasingly common. The physiology of frailty reflects its multisystem, multi-organ origins. About a quarter of Canadians over age 65 are frail, increasing to over half in those older than 85. Our health care system is organized around single-organ systems, impairing our ability to effectively treat people having multiple disorders and functional limitations. To address frailty, we must recognize when it occurs, increase awareness of its significance, develop holistic models of care, and generate better evidence for its treatment. Recognizing how frailty impacts lifespan will allow for integration of care goals into treatment options. Different settings in the Canadian health care system will require different strategies and tools to assess frailty. Given the magnitude of challenges frailty poses for the health care system as currently organized, policy changes will be essential.
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286
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Cesari M, Costa N, Hoogendijk EO, Vellas B, Canevelli M, Pérez-Zepeda MU. How the Frailty Index May Support the Allocation of Health Care Resources: An Example From the INCUR Study. J Am Med Dir Assoc 2016; 17:448-50. [DOI: 10.1016/j.jamda.2016.02.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 02/09/2016] [Accepted: 02/09/2016] [Indexed: 02/08/2023]
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287
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Rockwood K. Conceptual Models of Frailty: Accumulation of Deficits. Can J Cardiol 2016; 32:1046-50. [PMID: 27402367 DOI: 10.1016/j.cjca.2016.03.020] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 03/15/2016] [Accepted: 03/20/2016] [Indexed: 12/28/2022] Open
Abstract
Frailty was introduced to explain why people of the same age have varying degrees of risk. The deficit accumulation approach shows that as people age, they accumulate health deficits, and that more deficits confer greater risk. Frailty results because not everyone of the same age has the same number of deficits. This is readily quantified using a frailty index, which has been translated to preclinical models. The frailty index grades risk without requiring special instrumentation. It allows a central clinical challenge to be addressed, which is that with age, diseases rarely travel alone.
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Affiliation(s)
- Kenneth Rockwood
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.
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288
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Richardson A, Fischer KE, Speakman JR, de Cabo R, Mitchell SJ, Peterson CA, Rabinovitch P, Chiao YA, Taffet G, Miller RA, Rentería RC, Bower J, Ingram DK, Ladiges WC, Ikeno Y, Sierra F, Austad SN. Measures of Healthspan as Indices of Aging in Mice-A Recommendation. J Gerontol A Biol Sci Med Sci 2016; 71:427-30. [PMID: 26297941 PMCID: PMC4834833 DOI: 10.1093/gerona/glv080] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 04/18/2015] [Indexed: 11/14/2022] Open
Abstract
Over the past decade, a large number of discoveries have shown that interventions (genetic, pharmacological, and nutritional) increase the lifespan of invertebrates and laboratory rodents. Therefore, the possibility of developing antiaging interventions for humans has gone from a dream to a reality. However, it has also become apparent that we need more information than just lifespan to evaluate the translational potential of any proposed antiaging intervention to humans. Information is needed on how an intervention alters the "healthspan" of an animal, that is, how the physiological functions that change with age are altered. In this report, we describe the utility and the limitations of assays in mice currently available for measuring a wide range of physiological functions that potentially impact quality of life. We encourage investigators and reviewers alike to expect at minimum an overall assessment of health in several domains across several ages before an intervention is labeled as "increasing healthspan." In addition, it is important that investigators indicate any tests in which the treated group did worse or did not differ statistically from controls because overall health is a complex phenotype, and no intervention discovered to date improves every aspect of health. Finally, we strongly recommend that functional measurements be performed in both males and females so that sex differences in the rate of functional decline in different domains are taken into consideration.
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Affiliation(s)
- Arlan Richardson
- Department of Geriatric Medicine, University of Oklahoma Health Science Center. Oklahoma City VA Medical Center.
| | | | - John R Speakman
- University of Aberdeen, UK. State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
| | - Rafael de Cabo
- Translational Gerontology Branch, National Institute on Aging, Baltimore, Maryland
| | - Sarah J Mitchell
- Translational Gerontology Branch, National Institute on Aging, Baltimore, Maryland
| | | | | | - Ying A Chiao
- Department of Pathology, University of Washington, Seattle
| | - George Taffet
- Section of Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Richard A Miller
- Department of Pathology and Geriatrics Center, University of Michigan, Ann Arbor
| | - René C Rentería
- Department of Ophthalmology, Department of Health Restoration, and Care Systems Management and Center for Biomedical Neuroscience, University of Texas Health Science Center at San Antonio
| | - James Bower
- Department of Computer Science, University of California Santa Cruz
| | - Donald K Ingram
- Nutritional Neuroscience and Aging Laboratory, Pennington Biomedical Research Center, Louisiana State University, Baton Rouge
| | - Warren C Ladiges
- Department of Comparative Medicine, University of Washington, Seattle
| | - Yuji Ikeno
- Department of Pathology, University of Texas Health Science Center at San Antonio
| | - Felipe Sierra
- Biology of Aging Program, National Institute on Aging, Bethesda, Maryland
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289
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Johnell K. The Polypharmacy Mouse Model: Novel Findings and New Opportunities. J Gerontol A Biol Sci Med Sci 2016; 71:569-70. [DOI: 10.1093/gerona/glw049] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 03/01/2016] [Indexed: 12/23/2022] Open
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290
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Kaeberlein M. The Biology of Aging: Citizen Scientists and Their Pets as a Bridge Between Research on Model Organisms and Human Subjects. Vet Pathol 2016; 53:291-8. [PMID: 26077786 PMCID: PMC4794982 DOI: 10.1177/0300985815591082] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
A fundamental goal of research into the basic mechanisms of aging is to develop translational strategies that improve human health by delaying the onset and progression of age-related pathology. Several interventions have been discovered that increase life span in invertebrate organisms, some of which have similar effects in mice. These include dietary restriction and inhibition of the mechanistic target of rapamycin by treatment with rapamycin. Key challenges moving forward will be to assess the extent to which these and other interventions improve healthy longevity and increase life span in mice and to develop practical strategies for extending this work to the clinic. Companion animals may provide an optimal intermediate between laboratory models and humans. By improving healthy longevity in companion animals, important insights will be gained regarding human aging while improving the quality of life for people and their pets.
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Affiliation(s)
- M Kaeberlein
- Department of Pathology, University of Washington, Seattle, WA, USA
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291
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Taneja S, Mitnitski AB, Rockwood K, Rutenberg AD. Dynamical network model for age-related health deficits and mortality. Phys Rev E 2016; 93:022309. [PMID: 26986354 DOI: 10.1103/physreve.93.022309] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2015] [Indexed: 01/03/2023]
Abstract
How long people live depends on their health, and how it changes with age. Individual health can be tracked by the accumulation of age-related health deficits. The fraction of age-related deficits is a simple quantitative measure of human aging. This quantitative frailty index (F) is as good as chronological age in predicting mortality. In this paper, we use a dynamical network model of deficits to explore the effects of interactions between deficits, deficit damage and repair processes, and the connection between the F and mortality. With our model, we qualitatively reproduce Gompertz's law of increasing human mortality with age, the broadening of the F distribution with age, the characteristic nonlinear increase of the F with age, and the increased mortality of high-frailty individuals. No explicit time-dependence in damage or repair rates is needed in our model. Instead, implicit time-dependence arises through deficit interactions-so that the average deficit damage rates increase, and deficit repair rates decrease, with age. We use a simple mortality criterion, where mortality occurs when the most connected node is damaged.
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Affiliation(s)
- Swadhin Taneja
- Department of Physics and Atmospheric Science, Dalhousie University, Halifax, Nova Scotia, Canada B3H 4R2.,Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada B3H 2Y9.,Division of Geriatric Medicine, Dalhousie University, Halifax, Nova Scotia, Canada B3H 2E1
| | - Arnold B Mitnitski
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada B3H 2Y9
| | - Kenneth Rockwood
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada B3H 2Y9.,Division of Geriatric Medicine, Dalhousie University, Halifax, Nova Scotia, Canada B3H 2E1
| | - Andrew D Rutenberg
- Department of Physics and Atmospheric Science, Dalhousie University, Halifax, Nova Scotia, Canada B3H 4R2
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292
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Wallace LMK, Howlett SE. Commentary: Age-related neurodegenerative disease research needs aging models. Front Aging Neurosci 2016; 8:9. [PMID: 26858640 PMCID: PMC4731742 DOI: 10.3389/fnagi.2016.00009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Accepted: 01/11/2016] [Indexed: 11/21/2022] Open
Affiliation(s)
| | - Susan E Howlett
- Department of Pharmacology, Dalhousie UniversityHalifax, NS, Canada; Institute of Cardiovascular Sciences, University of ManchesterManchester, UK
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293
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Hilmer SN, Le Couteur DG. Standardized, Multidisciplinary Approaches for the Study of Aging Biology and for Translation of Aging Interventions. J Gerontol A Biol Sci Med Sci 2016; 71:425-6. [PMID: 26791090 DOI: 10.1093/gerona/glv310] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 12/19/2015] [Indexed: 11/12/2022] Open
Affiliation(s)
- Sarah N Hilmer
- Kolling Institute of Medical Research, Royal North Shore Hospital and University of Sydney, Australia.
| | - David G Le Couteur
- Ageing and Alzheimers Institute and ANZAC Research Institute, Concord Hospital, Australia. The Charles Perkins Centre, University of Sydney, Australia
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294
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Pajewski NM, Williamson JD, Applegate WB, Berlowitz DR, Bolin LP, Chertow GM, Krousel-Wood MA, Lopez-Barrera N, Powell JR, Roumie CL, Still C, Sink KM, Tang R, Wright CB, Supiano MA. Characterizing Frailty Status in the Systolic Blood Pressure Intervention Trial. J Gerontol A Biol Sci Med Sci 2016; 71:649-55. [PMID: 26755682 DOI: 10.1093/gerona/glv228] [Citation(s) in RCA: 120] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Accepted: 11/30/2015] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The Systolic Blood Pressure Intervention Trial (SPRINT) is testing whether a lower systolic blood pressure (BP) target of 120 mm Hg leads to a reduction in cardiovascular morbidity and mortality among hypertensive, nondiabetic adults. Because there may be detrimental effects of intensive BP control, particularly in older, frail adults, we sought to characterize frailty within SPRINT to address ongoing questions about the ability of large-scale trials to enroll representative samples of noninstitutionalized, community-dwelling, older adults. METHODS We constructed a 36-item frailty index (FI) in 9,306 SPRINT participants, classifying participants as fit (FI ≤ 0.10), less fit (0.10 < FI ≤ 0.21), or frail (FI > 0.21). Recurrent event models were used to evaluate the association of the FI with the incidence of self-reported falls, injurious falls, and all-cause hospitalizations. RESULTS The distribution of the FI was comparable with what has been observed in population studies, with 2,570 (27.6%) participants classified as frail. The median FI was 0.18 (interquartile range = 0.14 to 0.24) in participants aged 80 years and older (N = 1,159), similar to the median FI of 0.17 reported for participants in the Hypertension in the Very Elderly Trial. In multivariable analyses, a 1% increase in the FI was associated with increased risk for self-reported falls (hazard ratio [HR] = 1.030), injurious falls (HR = 1.035), and all-cause hospitalizations (HR = 1.038) (all p values < .0001). CONCLUSIONS Large clinical trials assessing treatments to reduce cardiovascular disease risk, such as SPRINT, can enroll heterogeneous populations of older adults, including the frail elderly, comparable with general population cohorts.
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Affiliation(s)
- Nicholas M Pajewski
- Department of Biostatistical Sciences, Division of Public Health Sciences and
| | - Jeff D Williamson
- Department of Internal Medicine, Section on Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - William B Applegate
- Department of Internal Medicine, Section on Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Dan R Berlowitz
- Bedford Veterans Affairs Hospital, Massachusetts. School of Public Health, Boston University, Massachusetts
| | - Linda P Bolin
- College of Nursing, East Carolina University, Greenville, North Carolina
| | - Glenn M Chertow
- Department of Nephrology, Stanford University School of Medicine, Palo Alto, California
| | - Marie A Krousel-Wood
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana. Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana. Research Division, Ochsner Clinic Foundation, New Orleans, Louisiana
| | | | - James R Powell
- Department of Internal Medicine, Division of General Internal Medicine, East Carolina University, Greenville, North Carolina
| | - Christianne L Roumie
- Veterans Health Administration-Tennessee Valley Healthcare System Geriatric Research Education Clinical Center (GRECC), HSR&D Center, Nashville. Department of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Carolyn Still
- Division of Nephrology and Hypertension, University Hospitals Case Medical Center, Cleveland, Ohio. Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio
| | - Kaycee M Sink
- Department of Internal Medicine, Section on Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Rocky Tang
- Department of Surgery, Columbia University, New York
| | - Clinton B Wright
- Evelyn F. McKnight Brain Institute, Departments of Neurology and Public Health Sciences, Leonard M. Miller School of Medicine, University of Miami, Florida
| | - Mark A Supiano
- Division of Geriatrics, School of Medicine, University of Utah, Salt Lake City. Veterans Affairs Salt Lake City, Geriatric Research, Education, and Clinical Center, Utah
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295
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Abstract
The main goal of this paper is to present the case for shifting the focus of research on aging and anti-aging from lifespan pharmacology to what I like to call healthspan pharmacology, in which the desired outcome is the extension of healthy years of life rather than lifespan alone. Lifespan could be influenced by both genetic and epigenetic factors, but a long lifespan may not be a good indicator of an optimal healthspan. Without improving healthspan, prolonging longevity would have enormous negative socioeconomic outcomes for humans. Therefore, the goal of aging and anti-aging research should be to add healthy years to life and not merely to increase the chronological age. This article summarizes and compares two categories of pharmacologically induced lifespan extension studies in animal model systems from the last two decades-those reporting the effects of pharmacological interventions on lifespan extension alone versus others that include their effects on both lifespan and healthspan in the analysis. The conclusion is that the extrapolation of pharmacological results from animal studies to humans is likely to be more relevant when both lifespan and healthspan extension properties of pharmacological intervention are taken into account.
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Affiliation(s)
- Mahtab Jafari
- Department of Pharmaceutical Sciences, University of California Irvine , Irvine, California
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296
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Kane AE, Mitchell SJ, Mach J, Huizer-Pajkos A, McKenzie C, Jones B, Cogger V, Le Couteur DG, de Cabo R, Hilmer SN. Acetaminophen hepatotoxicity in mice: Effect of age, frailty and exposure type. Exp Gerontol 2015; 73:95-106. [PMID: 26615879 DOI: 10.1016/j.exger.2015.11.013] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 10/21/2015] [Accepted: 11/22/2015] [Indexed: 12/12/2022]
Abstract
Acetaminophen is a commonly used analgesic that can cause severe hepatotoxicity in overdose. Despite old age and frailty being associated with extensive and long-term utilization of acetaminophen and a high prevalence of adverse drug reactions, there is limited information on the risks of toxicity from acetaminophen in old age and frailty. This study aimed to assess changes in the risk and mechanisms of hepatotoxicity from acute, chronic and sub-acute acetaminophen exposure with old age and frailty in mice. Young and old male C57BL/6 mice were exposed to either acute (300 mg/kg via oral gavage), chronic (100 mg/kg/day in diet for six weeks) or sub-acute (250 mg/kg, t.i.d., for three days) acetaminophen, or saline control. Pre-dosing mice were scored for the mouse clinical frailty index, and after dosing serum and liver tissue were collected for assessment of toxicity and mechanisms. There were no differences with old age or frailty in the degree of hepatotoxicity induced by acute, chronic or subacute acetaminophen exposure as assessed by serum liver enzymes and histology. Age-related changes in the acetaminophen toxicity pathways included increased liver GSH concentrations, increased NQO1 activity and an increased pro- and anti-inflammatory response to acetaminophen in old age. Frailty-related changes included a negative correlation between frailty index and serum protein, albumin and ALP concentrations for some mouse groups. In conclusion, although there were changes in some pathways that would be expected to influence susceptibility to acetaminophen toxicity, there was no overall increase in acetaminophen hepatotoxicity with old age or frailty in mice.
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Affiliation(s)
- Alice E Kane
- Kolling Institute of Medical Research, Sydney, NSW, Australia; Royal North Shore Hospital, Sydney, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia.
| | | | - John Mach
- Kolling Institute of Medical Research, Sydney, NSW, Australia; Royal North Shore Hospital, Sydney, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia.
| | - Aniko Huizer-Pajkos
- Kolling Institute of Medical Research, Sydney, NSW, Australia; Royal North Shore Hospital, Sydney, NSW, Australia.
| | | | - Brett Jones
- Kolling Institute of Medical Research, Sydney, NSW, Australia; Royal North Shore Hospital, Sydney, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia.
| | - Victoria Cogger
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia; Centre for Education and Research on Ageing, ANZAC Research Institute, Sydney, NSW, Australia.
| | - David G Le Couteur
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia; Centre for Education and Research on Ageing, ANZAC Research Institute, Sydney, NSW, Australia.
| | | | - Sarah N Hilmer
- Kolling Institute of Medical Research, Sydney, NSW, Australia; Royal North Shore Hospital, Sydney, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia.
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297
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JAK inhibition alleviates the cellular senescence-associated secretory phenotype and frailty in old age. Proc Natl Acad Sci U S A 2015; 112:E6301-10. [PMID: 26578790 DOI: 10.1073/pnas.1515386112] [Citation(s) in RCA: 535] [Impact Index Per Article: 59.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Chronic, low grade, sterile inflammation frequently accompanies aging and age-related diseases. Cellular senescence is associated with the production of proinflammatory chemokines, cytokines, and extracellular matrix (ECM) remodeling proteases, which comprise the senescence-associated secretory phenotype (SASP). We found a higher burden of senescent cells in adipose tissue with aging. Senescent human primary preadipocytes as well as human umbilical vein endothelial cells (HUVECs) developed a SASP that could be suppressed by targeting the JAK pathway using RNAi or JAK inhibitors. Conditioned medium (CM) from senescent human preadipocytes induced macrophage migration in vitro and inflammation in healthy adipose tissue and preadipocytes. When the senescent cells from which CM was derived had been treated with JAK inhibitors, the resulting CM was much less proinflammatory. The administration of JAK inhibitor to aged mice for 10 wk alleviated both adipose tissue and systemic inflammation and enhanced physical function. Our findings are consistent with a possible contribution of senescent cells and the SASP to age-related inflammation and frailty. We speculate that SASP inhibition by JAK inhibitors may contribute to alleviating frailty. Targeting the JAK pathway holds promise for treating age-related dysfunction.
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298
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Abstract
Frailty is highly prevalent in the elderly, increasing the risk of poor outcomes that include falls, incident disability, hospitalization, and mortality. Thus, a great need exists to characterize the underlying mechanisms and ultimately identify strategies that prevent, delay, and even reverse frailty. Mouse models can provide insight into molecular mechanisms of frailty by reducing variability in lifestyle and genetic factors that can complicate interpretation of human clinical data. Frailty, generally recognized as a syndrome involving reduced homeostatic reserve in response to physiologic challenges and increasing susceptibility to poor health outcomes, is predominantly assessed using two independent strategies, integrated phenotype and deficit accumulation. The integrated phenotype defines frailty by the presentation of factors affecting functional capacity such as weight loss, exhaustion, low activity levels, slow gait, and grip strength. The deficit accumulation paradigm draws parameters from a greater range of physiological systems, such as the ability to perform daily activities, coordination and gait, mental components, physiological problems, and history and presence of medical morbidities. This strategic division also applies within the emerging field of mouse frailty models, with both methodologies showing usefulness in providing insight into physiologic mechanisms and testing interventions. Our review will explore the strategies used, caveats in methodology, and future directions in the application of animal models for the study of the frailty syndrome.
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Affiliation(s)
- K L Seldeen
- Division of Geriatrics and Palliative Medicine, University at Buffalo - SUNY, Research Service, Western New York Veterans Affairs Healthcare Service, 875 Ellicott Street, Buffalo, NY, 14203, USA
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299
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Rockwood K, McMillan M, Mitnitski A, Howlett SE. A Frailty Index Based on Common Laboratory Tests in Comparison With a Clinical Frailty Index for Older Adults in Long-Term Care Facilities. J Am Med Dir Assoc 2015; 16:842-7. [DOI: 10.1016/j.jamda.2015.03.027] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Accepted: 03/30/2015] [Indexed: 11/16/2022]
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300
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Rae EA, Brown RE. The problem of genotype and sex differences in life expectancy in transgenic AD mice. Neurosci Biobehav Rev 2015; 57:238-51. [DOI: 10.1016/j.neubiorev.2015.09.002] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2015] [Revised: 08/27/2015] [Accepted: 09/02/2015] [Indexed: 01/23/2023]
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