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March 01, 2022; 98 (9) Research Article

Association of β-Amyloid and Basal Forebrain With Cortical Thickness and Cognition in Alzheimer and Lewy Body Disease Spectra

Han Soo Yoo, View ORCID ProfileSeun Jeon, Enrica Cavedo, MinJin Ko, Mijin Yun, Phil Hyu Lee, Young H. Sohn, Michel J. Grothe, Stefan Teipel, View ORCID ProfileHarald Hampel, Alan C. Evans, View ORCID ProfileByoung Seok Ye
First published December 30, 2021, DOI: https://doi.org/10.1212/WNL.0000000000013277
Han Soo Yoo
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Seun Jeon
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Enrica Cavedo
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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MinJin Ko
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Mijin Yun
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Phil Hyu Lee
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Young H. Sohn
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Michel J. Grothe
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Stefan Teipel
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Harald Hampel
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Alan C. Evans
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Byoung Seok Ye
From the Department of Neurology (H.S.Y., S.J., P.H.L., Y.H.S., B.S.Y.), Brain Research Institute (S.J.), Severance Biomedical Science Institute (M.J.K.), and Department of Nuclear Medicine (M.Y.), Yonsei University College of Medicine, Seoul, South Korea; Sorbonne University (E.C., H.H.), GRC N0. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital; Qynapse (E.C.), Paris, France; German Center for Neurodegenerative Diseases (DZNE)–Rostock/Greifswald (M.J.G., S.T.), Rostock, Germany; Unidad de Trastornos del Movimiento (M.J.G.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Spain; Department of Psychosomatic Medicine (S.T.), University Medicine Rostock, Germany; and McGill Center for Integrative Neuroscience (A.C.E.), Montreal Neurological Institute, McGill University, Quebec, Canada.
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Association of β-Amyloid and Basal Forebrain With Cortical Thickness and Cognition in Alzheimer and Lewy Body Disease Spectra
Han Soo Yoo, Seun Jeon, Enrica Cavedo, MinJin Ko, Mijin Yun, Phil Hyu Lee, Young H. Sohn, Michel J. Grothe, Stefan Teipel, Harald Hampel, Alan C. Evans, Byoung Seok Ye
Neurology Mar 2022, 98 (9) e947-e957; DOI: 10.1212/WNL.0000000000013277

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Abstract

Objective Cholinergic degeneration and β-amyloid contribute to brain atrophy and cognitive dysfunction in Alzheimer disease (AD) and Lewy body disease (LBD), but their relationship has not been comparatively evaluated.

Methods In this cross-sectional study, we recruited 28 normal controls (NC), 55 patients with AD mild cognitive impairment (MCI), 34 patients with AD dementia, 28 patients with LBD MCI, and 51 patients with LBD dementia. Participants underwent cognitive evaluation, brain MRI to measure the basal forebrain (BF) volume and global cortical thickness (CTh), and 18F-florbetaben (FBB) PET to measure the standardized uptake value ratio (SUVR). Using general linear models and path analyses, we evaluated the association of FBB-SUVR and BF volume with CTh or cognitive dysfunction in the AD spectrum (AD and NC) and LBD spectrum (LBD and NC), respectively. Covariates included age, sex, education, deep and periventricular white matter hyperintensities, intracranial volume, hypertension, diabetes, and hyperlipidemia.

Results BF volume mediated the association between FBB-SUVR and CTh in both the AD and LBD spectra, while FBB-SUVR was associated with CTh independently of BF volume only in the LBD spectrum. Significant correlation between voxel-wise FBB-SUVR and CTh was observed only in the LBD group. FBB-SUVR was independently associated with widespread cognitive dysfunction in both the AD and LBD spectra, especially in the memory domain (standardized beta [B] for AD spectrum = −0.60, B for LBD spectrum = −0.33). In the AD spectrum, BF volume was associated with memory dysfunction (B = 0.18), and CTh was associated with language (B = 0.21) and executive (B = 0.23) dysfunction. In the LBD spectrum, however, BF volume and CTh were independently associated with widespread cognitive dysfunction.

Conclusions There is a common β-amyloid–related degenerative mechanism with or without the mediation of BF in the AD and LBD spectra, while the association of BF atrophy with cognitive dysfunction is more profound and there is localized β-amyloid–cortical atrophy interaction in the LBD spectrum.

Glossary

AD=
Alzheimer disease;
BF=
basal forebrain;
CTh=
cortical thickness;
DLB=
dementia with Lewy bodies;
18F-FP-CIT=
N-(3-[18F]fluoropropyl)-2β-carbomethoxy-3β-(4-iodophenyl)nortropane;
FBB=
18F-florbetaben;
FDR=
false discovery rate;
FWHM=
full width half-maximum;
GLM=
general linear model;
LBD=
Lewy body disease;
MCI=
mild cognitive impairment;
NC=
normal controls;
PD=
Parkinson disease;
PDD=
PD with dementia;
SUVR=
standardized uptake value ratio;
WMH=
white matter hyperintensities

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • ↵* These authors contributed equally to this work.

  • Received June 17, 2021.
  • Accepted in final form December 21, 2021.
  • © 2021 American Academy of Neurology
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