Key summary points
To investigate the possible association between White matter hyperintensities and sarcopenic parameters in patients with Alzheimer’s disease.
AbstractSection FindingOur findings showed that WMH volumes were correlated with cognitive impairment, as well as various sarcopenic parameters.
AbstractSection MessageSarcopenia interventions may help improve cognitive function in patients with Alzheimer’s disease by decreasing the burden of WMH.
Abstract
Purpose
Alzheimer’s disease (AD) has been reported to be associated with sarcopenia. White matter hyperintensities (WMH) are common in AD patients. However, the effect of WMH on sarcopenia in AD remains unclear. We hence aimed to investigate the possible association between regional WMH volumes and sarcopenic parameters in AD.
Methods
57 mild to moderate AD patients and 22 normal controls (NC) were enrolled. Sarcopenic parameters were assessed, including appendicular skeletal mass index (ASMI), grip strength, 5-times sit-to-stand (5-STS) time, and gait speed. The volumes of periventricular hyperintensities (PVH) and deep white matter hyperintensities (DWMH) were quantified using 3D-slicer software.
Results
AD subjects exhibited a lower ASMI, a slower gait speed, an increased 5-STS time, and larger volumes of PVH and DWMH than those in the NC group. In AD subjects, total WMH and PVH volumes were related to cognitive impairment, particularly executive function decline. Moreover, total WMH volume and PVH volume were negatively correlated with gait speed across various clinical stages of AD. Multiple linear regression analysis showed that PVH volume was independently associated with 5-STS time and gait speed, whereas DWMH volume was only independently associated with gait speed.
Conclusion
WMH volume was associated with cognitive decline and various sarcopenic parameters. It thereby suggested that WMH may serve as the connection between sarcopenia and cognitive dysfunction in AD. Further studies are needed to confirm these findings and to determine whether sarcopenia interventions reduce WMH volume and improve cognitive function in AD.
Similar content being viewed by others
Data availability
The datasets analyzed during the current study are available from the corresponding author on reasonable request.
References
Chen LK, Woo J, Assantachai P, Auyeung TW, Chou MY, Iijima K et al (2020) Asian working group for sarcopenia: 2019 consensus update on sarcopenia diagnosis and treatment. J Am Med Dir Assoc 21(3):300–7 e2
Sui SX, Williams LJ, Holloway-Kew KL, Hyde NK, Pasco JA (2021) Skeletal muscle health and cognitive function: a narrative review. Int J Mol Sci 22(1):255
Liu S, Zhang Y, Peng B, Pang C, Li M, Zhu J et al (2022) Correlation between parameters related to sarcopenia and gray matter volume in patients with mild to moderate Alzheimer’s disease. Aging Clin Exp Res 34(12):3041–3053
Kim J, Choi KH, Cho SG, Kang SR, Yoo SW, Kwon SY et al (2019) Association of muscle and visceral adipose tissues with the probability of Alzheimer’s disease in healthy subjects. Sci Rep 9(1):949
Su H, Sun X, Li F, Guo Q (2021) Association between handgrip strength and cognition in a Chinese population with Alzheimer’s disease and mild cognitive impairment. BMC Geriatr 21(1):459
Burtscher J, Millet GP, Place N, Kayser B, Zanou N (2021) The muscle-brain axis and neurodegenerative diseases: the key role of mitochondria in exercise-induced neuroprotection. Int J Mol Sci 22(12):6479
Garnier-Crussard A, Bougacha S, Wirth M, Dautricourt S, Sherif S, Landeau B et al (2022) White matter hyperintensity topography in Alzheimer’s disease and links to cognition. Alzheimers Dement 18(3):422–433
Jung KH, Park KI, Lee WJ, Son H, Chu K, Lee SK (2022) Association of plasma oligomerized amyloid-beta and cerebral white matter lesions in a health screening population. J Alzheimers Dis 85(4):1835–1844
Kohara K, Okada Y, Ochi M, Ohara M, Nagai T, Tabara Y et al (2017) Muscle mass decline, arterial stiffness, white matter hyperintensity, and cognitive impairment: Japan shimanami health promoting program study. J Cachexia Sarcopenia Muscle 8(4):557–566
Kim HJ, Chung JH, Eun Y, Kim SH (2022) Cortical thickness and white matter hyperintensity changes are associated with sarcopenia in the cognitively normal older adults. Psychiatry Investig 19(8):695–701
McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR Jr, Kawas CH et al (2011) The diagnosis of dementia due to Alzheimer’s disease: recommendations from the national institute on aging-Alzheimer’s association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimers Dement 7(3):263–269
Folstein MF, Folstein SE, McHugh PR (1975) “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12(3):189–98
Spering CC, Hobson V, Lucas JA, Menon CV, Hall JR, O’Bryant SE (2012) Diagnostic accuracy of the MMSE in detecting probable and possible Alzheimer’s disease in ethnically diverse highly educated individuals: an analysis of the NACC database. J Gerontol A Biol Sci Med Sci 67(8):890–896
Moroney JT, Bagiella E, Hachinski VC, Molsa PK, Gustafson L, Brun A et al (1997) Misclassification of dementia subtype using the hachinski ischemic score: results of a meta-analysis of patients with pathologically verified dementias. Ann NY Acad Sci 826:490–492
Fazekas F, Chawluk JB, Alavi A, Hurtig HI, Zimmerman RA (1987) MR signal abnormalities at 1.5 T in Alzheimer’s dementia and normal aging. AJR Am J Roentgenol 149(2):351–6
Scheltens P, Leys D, Barkhof F, Huglo D, Weinstein HC, Vermersch P et al (1992) Atrophy of medial temporal lobes on MRI in “probable” Alzheimer’s disease and normal ageing: diagnostic value and neuropsychological correlates. J Neurol Neurosurg Psychiatry 55(10):967–972
DeCarli C, Fletcher E, Ramey V, Harvey D, Jagust WJ (2005) Anatomical mapping of white matter hyperintensities (WMH): exploring the relationships between periventricular WMH, deep WMH, and total WMH burden. Stroke 36(1):50–55
Fedorov A, Beichel R, Kalpathy-Cramer J, Finet J, Fillion-Robin JC, Pujol S et al (2012) 3D Slicer as an image computing platform for the quantitative imaging network. Magn Reson Imaging 30(9):1323–1341
Harkey T, Baker D, Hagen J, Scott H, Palys V (2022) Practical methods for segmentation and calculation of brain volume and intracranial volume: a guide and comparison. Quant Imaging Med Surg 12(7):3748–3761
van den Berg E, Geerlings MI, Biessels GJ, Nederkoorn PJ, Kloppenborg RP (2018) White matter hyperintensities and cognition in mild cognitive impairment and Alzheimer’s disease: a domain-specific meta-analysis. J Alzheimers Dis 63(2):515–527
Tomimoto H (2015) White matter integrity and cognitive dysfunction: Radiological and neuropsychological correlations. Geriatr Gerontol Int 15(Suppl 1):3–9
McAleese KE, Walker L, Graham S, Moya ELJ, Johnson M, Erskine D et al (2017) Parietal white matter lesions in Alzheimer’s disease are associated with cortical neurodegenerative pathology, but not with small vessel disease. Acta Neuropathol 134(3):459–473
Onteddu SR, Goddeau RP Jr, Minaeian A, Henninger N (2015) Clinical impact of leukoaraiosis burden and chronological age on neurological deficit recovery and 90-day outcome after minor ischemic stroke. J Neurol Sci 359(1–2):418–423
Behl P, Bocti C, Swartz RH, Gao F, Sahlas DJ, Lanctot KL et al (2007) Strategic subcortical hyperintensities in cholinergic pathways and executive function decline in treated Alzheimer patients. Arch Neurol 64(2):266–272
Bohnen NI, Bogan CW, Muller ML (2009) Frontal and periventricular brain white matter lesions and cortical deafferentation of cholinergic and other neuromodulatory axonal projections. Eur Neurol J 1(1):33–50
Ogama N, Endo H, Satake S, Niida S, Arai H, Sakurai T (2021) Impact of regional white matter hyperintensities on specific gait function in Alzheimer’s disease and mild cognitive impairment. J Cachexia Sarcopenia Muscle 12(6):2045–2055
Verwer JH, Biessels GJ, Heinen R, Exalto LG, Emmelot-Vonk MH, Koek HL et al (2018) Occurrence of impaired physical performance in memory clinic patients with cerebral small vessel disease. Alzheimer Dis Assoc Disord 32(3):214–219
Bracco L, Piccini C, Moretti M, Mascalchi M, Sforza A, Nacmias B et al (2005) Alzheimer’s disease: role of size and location of white matter changes in determining cognitive deficits. Dement Geriatr Cogn Disord 20(6):358–366
Shenkin SD, Bastin ME, Macgillivray TJ, Deary IJ, Starr JM, Rivers CS et al (2005) Cognitive correlates of cerebral white matter lesions and water diffusion tensor parameters in community-dwelling older people. Cerebrovasc Dis 20(5):310–318
Inzitari D, Pracucci G, Poggesi A, Carlucci G, Barkhof F, Chabriat H et al (2009) Changes in white matter as determinant of global functional decline in older independent outpatients: three year follow-up of LADIS (leukoaraiosis and disability) study cohort. BMJ 339:b2477
Seer C, Adab HZ, Sidlauskaite J, Dhollander T, Chalavi S, Gooijers J et al (2022) Bridging cognition and action: executive functioning mediates the relationship between white matter fiber density and complex motor abilities in older adults. Aging (Albany NY) 14(18):7263–7281
Hairu R, Close JCT, Lord SR, Delbaere K, Wen W, Jiang J et al (2021) The association between white matter hyperintensity volume and gait performance under single and dual task conditions in older people with dementia: a cross-sectional study. Arch Gerontol Geriatr 95:104427
Sachdev PS, Wen W, Christensen H, Jorm AF (2005) White matter hyperintensities are related to physical disability and poor motor function. J Neurol Neurosurg Psychiatry 76(3):362–367
Duchowny KA, Ackley SF, Brenowitz WD, Wang J, Zimmerman SC, Caunca MR et al (2022) Associations between handgrip strength and dementia risk, cognition, and neuroimaging outcomes in the UK biobank cohort study. JAMA Netw Open 5(6):e2218314
Low S, Goh KS, Ng TP, Moh A, Ang SF, Khoo J et al (2022) Decline in skeletal muscle mass is associated with cognitive decline in type 2 diabetes mellitus. J Diabetes Complicat 36(9):108258
Hu HY, Ou YN, Shen XN, Qu Y, Ma YH, Wang ZT et al (2021) White matter hyperintensities and risks of cognitive impairment and dementia: a systematic review and meta-analysis of 36 prospective studies. Neurosci Biobehav Rev 120:16–27
Daly M, McMinn D, Allan JL (2014) A bidirectional relationship between physical activity and executive function in older adults. Front Hum Neurosci 8:1044
Chong MS, Tay L, Ismail NH, Tan CH, Yew S, Yeo A et al (2015) The case for stage-specific frailty interventions spanning community aging to cognitive impairment. J Am Med Dir Assoc 16(11):1003 (e13-9)
Cruz-Jentoft AJ, Landi F, Schneider SM, Zúñiga C, Arai H, Boirie Y et al (2014) Prevalence of and interventions for sarcopenia in ageing adults: a systematic review. Report of the international sarcopenia initiative (EWGSOP and IWGS). Age Ageing 43(6):748–59
Acknowledgements
We would like to thank all the participants in the study and the staff involved.
Funding
This work was supported by Application of Clinical Technology in Elderly Health Research Project in Jiangsu Province (LD2021031); Suzhou Science and Technology Plan Medical and Health Care Science and Technology Innovation Applied Basic Research (SKY2022161); Research Project of Neurological Diseases in the Second Affiliated Hospital of Suzhou University; Research Center (ND2023A01); Jiangsu Provincial Medical Key Discipline for the 14th Five-Year Plan (ZDXK202217).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflict of interest.
Ethical approval
This study was approved by the ethics committee of the Second Affiliated Hospital of Soochow University (JD-LK-2021–049-01).
Informed consent
All participants signed informed consent forms.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Weng, X., Liu, S., Li, M. et al. White matter hyperintensities: a possible link between sarcopenia and cognitive impairment in patients with mild to moderate Alzheimer’s disease. Eur Geriatr Med 14, 1037–1047 (2023). https://doi.org/10.1007/s41999-023-00818-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s41999-023-00818-6