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July 27, 2023Research Article

Association of Choroid Plexus Volume With Serum Biomarkers, Clinical Features, and Disease Severity in Patients With Frontotemporal Lobar Degeneration Spectrum

View ORCID ProfileMartina Assogna, Enrico Premi, Stefano Gazzina, View ORCID ProfileAlberto Benussi, View ORCID ProfileNicholas J Ashton, View ORCID ProfileHenrik Zetterberg, View ORCID ProfileKaj Blennow, Roberto Gasparotti, View ORCID ProfileAlessandro Padovani, Ehsan Tadayon, Sara Romanella, View ORCID ProfileGiulia Sprugnoli, Alvaro Pascual-Leone, Francesco Di Lorenzo, Giacomo Koch, Barbara Borroni, Emiliano Santarnecchi
First published July 27, 2023, DOI: https://doi.org/10.1212/WNL.0000000000207600
Martina Assogna
1Precision Neuroscience & Neuromodulation Program, Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
2Non-Invasive Brain Stimulation Unit, Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS, Rome, Italy
3Memory Clinic, Department of Systems Medicine, University of Tor Vergata, Rome, Italy
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  • ORCID record for Martina Assogna
Enrico Premi
4Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
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Stefano Gazzina
4Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
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Alberto Benussi
4Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
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  • ORCID record for Alberto Benussi
Nicholas J Ashton
5Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg, Mӧlndal, Sweden
6Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Mӧlndal, Sweden
7KingÂ’s College London, Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute, London, United Kingdom
8NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation, London, United Kingdom
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  • ORCID record for Nicholas J Ashton
Henrik Zetterberg
9Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
10Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
11Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
12UK Dementia Research Institute at UCL, London, UK
13Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
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Kaj Blennow
9Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
10Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
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Roberto Gasparotti
14Neuroradiology Unit, University of Brescia, Italy
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Alessandro Padovani
4Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
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  • ORCID record for Alessandro Padovani
Ehsan Tadayon
15Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
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Sara Romanella
1Precision Neuroscience & Neuromodulation Program, Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Giulia Sprugnoli
1Precision Neuroscience & Neuromodulation Program, Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
16Department of Medicine, Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy
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Alvaro Pascual-Leone
17Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife, Boston, MA, United States
18Department of Neurology, Harvard MedicalSchool, Boston, Massachusetts, USA
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Francesco Di Lorenzo
2Non-Invasive Brain Stimulation Unit, Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS, Rome, Italy
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Giacomo Koch
2Non-Invasive Brain Stimulation Unit, Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS, Rome, Italy
19Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy.
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Barbara Borroni
4Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
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Emiliano Santarnecchi
1Precision Neuroscience & Neuromodulation Program, Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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  • For correspondence: esantarnecchi@mgh.harvard.edu
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Association of Choroid Plexus Volume With Serum Biomarkers, Clinical Features, and Disease Severity in Patients With Frontotemporal Lobar Degeneration Spectrum
Martina Assogna, Enrico Premi, Stefano Gazzina, Alberto Benussi, Nicholas J Ashton, Henrik Zetterberg, Kaj Blennow, Roberto Gasparotti, Alessandro Padovani, Ehsan Tadayon, Sara Romanella, Giulia Sprugnoli, Alvaro Pascual-Leone, Francesco Di Lorenzo, Giacomo Koch, Barbara Borroni, Emiliano Santarnecchi
Neurology Jul 2023, 10.1212/WNL.0000000000207600; DOI: 10.1212/WNL.0000000000207600

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Abstract

Background and objectives: Choroid plexus (ChP) is emerging as a key brain structure in the pathophysiology of neurodegenerative disorders. In this observational study we investigated ChP volume in a large cohort of frontotemporal lobar degeneration (FTLD) spectrum patients to explore a possible link between ChP volume and other disease-specific biomarkers.

Methods: Participants included patients meeting clinical criteria for a probable syndrome in the FTLD spectrum. Structural brain MRI imaging, serum neurofilament light (NfL) and serum phosphorylated-Tau181 (p-Tau181), cognitive and behavioral data were collected. MRI ChP volumes were obtained from an ad-hoc segmentation model based on a Gaussian Mixture Models (GMM) algorithm.

Results: Three-hundred and sixteen patients within FTLD spectrum were included in this study, specifically 135 patients diagnosed with behavioral variant frontotemporal dementia (bvFTD), 75 primary progressive aphasia (PPA), 46 progressive supranuclear palsy (PSP), 60 corticobasal syndrome (CBS). In addition, 82 age-matched healthy subjects were recruited as controls (HC). ChP volume was significantly larger in FTLD patients compared with HC, across the clinical subtype. Moreover, we found a significant difference in ChP volume between HC and patients stratified for disease-severity based on CDRplus NACC FTLD, including patients at very early stage of the disease. Interestingly, ChP volume correlated with serum NfL, cognitive/behavioural deficits, as well as with patterns of cortical atrophy. Finally, ChP volume seemed to discriminate HC from FTLD patients better than other previously identified brain structure volumes.

Discussion: Considering the clinical, pathological, and genetic heterogeneity of the disease, ChP could represent a potential biomarker across the FTLD spectrum, especially at the early stage of disease. Further longitudinal studies are needed to establish its role in disease onset and progression.

Classification of Evidence: This study provides Class III evidence that choroid plexus volume, as measured on MRI scan, can assist in differentiating patients with FTLD from healthy controls, and in characterizing disease severity.

  • Received October 27, 2022.
  • Accepted in final form May 15, 2023.
  • © 2023 American Academy of Neurology

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Topics Discussed

  • MRI
  • Class III
  • Frontotemporal dementia
  • Progressive supranuclear palsy
  • Corticobasal degeneration

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