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Stout J, Anderson RJ, Mahzarnia A, Han Z, Beck K, Browndyke J, Johnson K, O’Brien RJ, Badea A. Mapping the impact of age and APOE risk factors for late onset Alzheimer's disease on long range brain connections through multiscale bundle analysis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.24.599407. [PMID: 38979335 PMCID: PMC11230216 DOI: 10.1101/2024.06.24.599407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Alzheimer's disease currently has no cure and is usually detected too late for interventions to be effective. In this study we have focused on cognitively normal subjects to study the impact of risk factors on their long-range brain connections. To detect vulnerable connections, we devised a multiscale, hierarchical method for spatial clustering of the whole brain tractogram and examined the impact of age and APOE allelic variation on cognitive abilities and bundle properties including texture e.g., mean fractional anisotropy, variability, and geometric properties including streamline length, volume, and shape, as well as asymmetry. We found that the third level subdivision in the bundle hierarchy provided the most sensitive ability to detect age and genotype differences associated with risk factors. Our results indicate that frontal bundles were a major age predictor, while the occipital cortex and cerebellar connections were important risk predictors that were heavily genotype dependent, and showed accelerated decline in fractional anisotropy, shape similarity, and increased asymmetry. Cognitive metrics related to olfactory memory were mapped to bundles, providing possible early markers of neurodegeneration. In addition, physiological metrics such as diastolic blood pressure were associated with changes in white matter tracts. Our novel method for a data driven analysis of sensitive changes in tractography may differentiate populations at risk for AD and isolate specific vulnerable networks.
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Affiliation(s)
- Jacques Stout
- Duke Brain Imaging and Analysis Center, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Robert J Anderson
- Department of Radiology, Duke University School of Medicine. Durham, NC, 27710, USA
| | - Ali Mahzarnia
- Department of Radiology, Duke University School of Medicine. Durham, NC, 27710, USA
| | - Zay Han
- Department of Radiology, Duke University School of Medicine. Durham, NC, 27710, USA
| | - Kate Beck
- Department of Neurology, Duke University School of Medicine. Durham, NC, 27710, USA
| | - Jeffrey Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine. Durham, NC, 27710, USA
| | - Kim Johnson
- Department of Neurology, Duke University School of Medicine. Durham, NC, 27710, USA
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine. Durham, NC, 27710, USA
| | - Richard J O’Brien
- Department of Neurology, Duke University School of Medicine. Durham, NC, 27710, USA
| | - Alexandra Badea
- Duke Brain Imaging and Analysis Center, Duke University School of Medicine, Durham, NC, 27710, USA
- Department of Radiology, Duke University School of Medicine. Durham, NC, 27710, USA
- Department of Neurology, Duke University School of Medicine. Durham, NC, 27710, USA
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Cheng MZ, Vohra V, Wang H, Katuri A, Langdon JM, Xue QL, Rowan NR. The association between olfactory subdomains and frailty: A prospective case‒control study investigation. Int Forum Allergy Rhinol 2024. [PMID: 38940232 DOI: 10.1002/alr.23398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/03/2024] [Accepted: 06/13/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND Amidst the rise of frailty among a globally aging population, olfactory decline has emerged as a harbinger of frailty and mortality in population-level studies. However, the relationships between frailty and the olfactory subdomains of identification (OI), discrimination (OD), and threshold (OT) remain unexplored. This study prospectively examined the association between olfactory subdomains and the physical frailty phenotype (PFP) to investigate olfactory evaluation as a means of frailty screening. METHODS A case‒control study of 45 frail and 45 non-frail individuals matched by age and sex. OT, OD, OI (range 0‒16), and composite sum (threshold, discrimination, and identification scores [TDI], range 0‒48) were measured with Sniffin' Sticks. PFP was defined by presence of three or more criteria: physical inactivity, self-reported exhaustion, muscle weakness, slow gait, and unintentional weight loss. Conditional logistic regression evaluated associations between olfactory subdomains and frailty. RESULTS Ninety individuals with mean age of 83.1 ± 4.9 years, 60% female (n = 54), and 87.8% white (n = 79) were included. Olfactory scores were significantly lower in the frail group for OI (9.2 vs. 12.1, p < 0.001), OD (8.1 vs. 11.6, p < 0.001), OT (4.4 vs. 8.5, p < 0.001), and TDI (21.7 vs. 32.2, p < 0.001) than in the non-frail group. A single-point decrease in olfactory score was associated with increased odds of frailty in OT (odds ratio [OR]: 2.21, 95% confidence interval: [1.22, 3.98]), OD (OR: 2.19, 95% CI: [1.32, 3.65]), OI (OR: 2.29, 95% CI: [1.19, 4.39]), and TDI (OR: 1.54, 95% CI: [1.14, 2.08]). CONCLUSION The robust association between olfactory subdomain scores and frailty suggests that olfaction may be an accessible signifier of frailty. Future studies should investigate this relationship longitudinally to assess predictive relationships.
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Affiliation(s)
- Michael Z Cheng
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Varun Vohra
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Hang Wang
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Akhil Katuri
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jacqueline M Langdon
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Qian-Li Xue
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Division of Geriatric Medicine and Gerontology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Nicholas R Rowan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Vohra V, Rowan NR. Multisensory Rehabilitation in Older Adults to Improve Longevity and Wellness-Reply. JAMA Otolaryngol Head Neck Surg 2024:2820031. [PMID: 38935370 DOI: 10.1001/jamaoto.2024.1696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2024]
Affiliation(s)
- Varun Vohra
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland
| | - Nicholas R Rowan
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland
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Loughnane M, Tischler V, Khalid Saifeldeen R, Kontaris E. Aging and Olfactory Training: A Scoping Review. Innov Aging 2024; 8:igae044. [PMID: 38881614 PMCID: PMC11176978 DOI: 10.1093/geroni/igae044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Indexed: 06/18/2024] Open
Abstract
Background and Objectives Decreased olfactory function commonly occurs alongside the aging process. Research suggests olfactory training (OT) has the potential to improve olfactory and cognitive function in individuals with and without olfactory dysfunction. The degree to which these benefits extend into older age and among those with cognitive impairment (i.e., people with dementia and mild cognitive impairment) is less clear. The purpose of the current review was to investigate the extent to which OT affects olfactory function, cognition, and well-being among older people. Research Design and Methods A scoping review of the literature was conducted in PubMed, Embase, EbscoHost, and SCOPUS. Articles were considered eligible for original research studies with human populations, included adults aged 55 and older, performed any type of OT, and included a form of olfactory testing. The data from the included studies were synthesized and presented narratively. Results A total of 23 studies were included. The results suggest that OT provides multiple benefits to older adults, including those with cognitive impairment. Particularly, OT was associated with measurable changes in olfactory function, improved cognitive function, specifically semantic verbal fluency and working memory, reduced depressive symptoms, and protection from cognitive decline. Discussion and Implications The findings suggest that benefits from OT extend beyond changes in olfactory function and include improved cognitive function, amelioration of depressive symptoms, and protection from cognitive decline. Future research is needed across specific participant groups, including those with differentiated types of dementia, to investigate the olfactory and cognitive benefits of OT.
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Affiliation(s)
| | | | | | - Emily Kontaris
- Health and Well-Being Centre of Excellence, Givaudan UK Limited, Ashford, UK
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Vohra V, Simonsick EM, Kamath V, Bandeen-Roche K, Agrawal Y, Rowan NR. Physical Function Trajectories and Mortality in Older Adults With Multisensory Impairment. JAMA Otolaryngol Head Neck Surg 2024; 150:217-225. [PMID: 38236596 PMCID: PMC10797522 DOI: 10.1001/jamaoto.2023.4378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 11/21/2023] [Indexed: 01/19/2024]
Abstract
Importance Single sensory impairment is associated with reduced functional resilience and increased mortality, though the effects of multiple sensory deficits are not known. Objective To investigate longitudinal associations of the type, severity, and number of sensory impairments with physical function trajectories and mortality in older adults. Design, Setting, and Participants This retrospective analysis of a longitudinal cohort study, the Health, Aging, and Body Composition (Health ABC) study, incorporated data from April 1997 to July 2013, featuring a 16-year follow-up with annual examinations and questionnaires. The cohort comprised 3075 men and women, aged 70 to 79 years at baseline, residing in Memphis, Tennessee, and Pittsburgh, Pennsylvania. All participants with complete sensory testing and covariate data at analytical baseline (year 5, 2002) were included. The data were analyzed September 1, 2022. Exposures Visual, olfactory, auditory, and touch sensory functions were assessed between 2000 and 2002. Main Outcomes The main outcomes included physical functioning trajectories and mortality risk. Physical function was assessed longitudinally using the Health ABC physical performance battery (HABCPPB). Results A total of 1825 individuals (mean [SD] age, 77.4 [3.2] years; 957 [52%] female) were included in this study. Multivariable analysis of HABCPPB decline indicated that having 1 sensory impairment (β estimate, -0.01 [95% CI, -0.02 to -0.001]); 2 sensory impairments (β estimate, -0.01 [95% CI, -0.02 to -0.01]); 3 sensory impairments (β estimate, -0.03 [95% CI, -0.04 to -0.02]); or 4 sensory impairments (β estimate, -0.04 [95% CI, -0.05,-0.03]) was significantly associated with a steeper HABCPPB score decline in a dose-dependent manner. Adjusted Cox proportional hazards models indicated that having 1 sensory impairment (hazard ratio [HR], 1.35 [95% CI, 1.01-1.81]), 2 sensory impairments (HR, 1.58 [95% CI, 1.19-2.11]), 3 sensory impairments (HR, 1.79 [95% CI, 1.33-2.42]), or 4 sensory impairments (HR, 1.97 [95% CI, 1.39-2.79]) was significantly associated with increased mortality risk in a similarly dose-dependent manner. Conclusion In this retrospective cohort study, the degree and number of multiple sensory impairments were associated with worse physical functioning and increased mortality risk. These findings represent an opportunity for further investigation into the value of screening, prevention, and treatment of sensory impairments to reduce morbidity and mortality in older adults.
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Affiliation(s)
- Varun Vohra
- Department of Otolaryngology–Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland
| | - Eleanor M. Simonsick
- National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, Maryland
| | - Vidyulata Kamath
- Department of Psychiatry and Behavior Sciences, Johns Hopkins University, Baltimore, Maryland
| | | | - Yuri Agrawal
- Department of Otolaryngology–Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland
| | - Nicholas R. Rowan
- Department of Otolaryngology–Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland
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Challakere Ramaswamy VM, Butler T, Ton B, Wilhelm K, Mitchell PB, Knight L, Greenberg D, Ellis A, Gebski V, Schofield PW. Neuropsychiatric correlates of olfactory identification and traumatic brain injury in a sample of impulsive violent offenders. Front Psychol 2023; 14:1254574. [PMID: 37842698 PMCID: PMC10570745 DOI: 10.3389/fpsyg.2023.1254574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 09/12/2023] [Indexed: 10/17/2023] Open
Abstract
Background Olfactory deficits have a diverse etiology and can be detected with simple olfactory tests. Key olfactory pathways are located within the frontal and temporal lobes where they are vulnerable to damage due to head trauma. Orbitofrontal cortex (OFC) integrity is important for olfaction and aspects of behavioral regulation. We measured olfactory identification ability in a sample of impulsive violent offenders to determine its associations with history of traumatic brain injury (TBI) and a range of neuropsychiatric indices, including proxies for cognitive ability, impulsivity and social connectedness. Methods Male participants were drawn from the ReINVEST study, a randomized controlled trial of sertraline to reduce recidivism in violent impulsive offenders. Criteria for participation in the study included a minimum age of 18 years, a documented history of two or more violent offenses, and a score of 70 or above on the Barratt Impulsiveness Scale (BIS-11). The 16-item "Sniffin sticks" (SS) odor identification test (OI) was administered as were standardized questionnaires regarding previous TBI, additional measures to screen cognition [word reading test of the Wechsler Individuals Achievement Test (WIAT), social connectedness (the Duke Social Support Scale), and a range of other neuropsychiatric conditions or symptoms]. The sample SS scores were compared against published age-specific norms. Univariate and multivariate analyses were performed with SS score (linear regression, within those without hyposmia) or hyposmia (logistic regression) as the outcome. Results The mean OI scores were lower than population norms and 16% of participants were classified as hyposmic. Univariate analyses showed associations of SS score with age, WIAT score, impulsivity, TBI and TBI severity, social connectedness, childhood sexual abuse, suicidality and current use of heroin. In multivariate analyses, age, TBI severity and WIAT remained as significant independent predictors of SS score (within the normosmic range) or hyposmia (logistic regression). Conclusion Olfactory performance was associated with multiple behavioral phenomena in a pattern that would be consistent with this serving as a proxy for orbitofrontal functioning. As such, OI testing may have utility in further studies of offenders. In future, we will examine whether olfactory score predicts recidivism or response to the administration of sertraline, in terms of reducing recidivism.
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Affiliation(s)
| | - Tony Butler
- University of New South Wales, Sydney, NSW, Australia
| | - Bianca Ton
- University of New South Wales, Sydney, NSW, Australia
| | - Kay Wilhelm
- University of New South Wales, Sydney, NSW, Australia
| | | | - Lee Knight
- University of New South Wales, Sydney, NSW, Australia
| | - David Greenberg
- University of New South Wales, Sydney, NSW, Australia
- Justice Health and Forensic Mental Health Network, Matraville, NSW, Australia
| | - Andrew Ellis
- University of New South Wales, Sydney, NSW, Australia
- Justice Health and Forensic Mental Health Network, Matraville, NSW, Australia
| | - Val Gebski
- National Health and Medical Research Council (NHMRC) Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
| | - Peter William Schofield
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
- Neuropsychiatry Service, Hunter New England Mental Health, Newcastle, NSW, Australia
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Alarfaj AA, Aldrweesh AK, Aldoughan AF, Alarfaj SM, Alabdulqader FK, Alyahya KA. Olfactory Dysfunction following COVID-19 and the Potential Benefits of Olfactory Training. J Clin Med 2023; 12:4761. [PMID: 37510876 PMCID: PMC10381506 DOI: 10.3390/jcm12144761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 06/26/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
COVID-19 is associated with a common symptom of olfactory dysfunction, which may persist even after the infection is resolved. Olfactory training (OT) has emerged as the most effective intervention for post-viral olfactory dysfunction. OT involves daily exposure of the olfactory system to various odors. The current study aims to explore olfactory dysfunction following COVID-19 and the potential benefits of olfactory training. METHODS This is a cross-sectional study conducted among adults aged 18-60 living in Alahssa, Saudi Arabia. An online questionnaire containing an informed consent form and a survey to collect demographic data, vaccination status, level of loss of smell and taste, and the level of awareness about olfactory training (OT) was distributed among all participants who agreed to participate in this study. RESULTS The study included 524 participants and presented their baseline characteristics, including age, gender, COVID-19 infection status, and complaints. Most patients were female (66.0%), and 46.2% had previously been infected with COVID-19. About 54.8% of participants reported chemosensory dysfunction, while 286 had olfactory dysfunction. Of those, 29.8% had anosmia, 16.8% had hyposmia, and 8.0% had parosmia. Results suggest that being fully or partially vaccinated may offer some protection against olfactory dysfunction compared to being unvaccinated. Adherence to olfactory training was associated with improvement in the sense of smell. CONCLUSIONS The study highlights the importance of awareness and adherence to olfactory training, which may improve the sense of smell in individuals with chemosensory dysfunction. The findings of this study can inform public health policies and interventions aimed at reducing the burden of olfactory dysfunction associated with COVID-19 vaccination.
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Affiliation(s)
- Abdullah A Alarfaj
- Otolaryngology Unit, Department of Surgery, King Faisal University, Al-Ahsa 31982, Saudi Arabia
| | | | | | | | | | - Khalid A Alyahya
- Otolaryngology Unit, Department of Surgery, King Faisal University, Al-Ahsa 31982, Saudi Arabia
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