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Original
Available online 19 March 2024
Effective connectivity of the locus coeruleus in patients with late-life Major Depressive Disorder or mild cognitive impairment
Pablo Maturana-Quijadaa,b, Pamela Chavarría-Elizondoa,b,c, Inés del Cerrod, Ignacio Martínez-Zalacaína,e, Asier Juaneda-Seguía, Andrés Guinea-Izquierdoa, Jordi Gascón-Bayarrif, Ramón Reñéf, Mikel Urretavizcayaa,b,c, José M. Menchóna,b,c, Isidre Ferrerg,h,i, Virginia Soriaa,c,j, Carles Soriano-Masa,c,k,
Corresponding author
carles.soriano.mas@ub.edu

Corresponding author.
a Psychiatry and Mental Health Group, Neuroscience Program, Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
b Department of Clinical Sciences, Bellvitge Campus, University of Barcelona, Barcelona, Spain
c Network Center for Biomedical Research on Mental Health (CIBERSAM), Carlos III Health Institute (ISCIII), Barcelona, Spain
d Department of Psychology, Medical School, Catholic University of Murcia, Murcia, Spain
e Radiology Department, Hospital Universitari de Bellvitge, Barcelona, Spain
f Dementia Diagnostic and Treatment Unit, Department of Neurology, Bellvitge University Hospital, Barcelona, Spain
g Department of Pathology and Experimental Therapeutics, Institute of Neurosciences, University of Barcelona, Barcelona, Spain
h Bellvitge Biomedical Research Institute-IDIBELL, Department of Pathologic Anatomy, Bellvitge University Hospital, Barcelona, Spain
i Network Center for Biomedical Research on Neurodegenerative Diseases (CIBERNED), Barcelona, Spain
j Department of Mental Health, Parc Taulí Hospital Universitari, Sabadell, Barcelona, Spain
k Department of Social Psychology and Quantitative Psychology, Institute of Neurosciences, University of Barcelona, Barcelona, Spain
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Received 28 December 2023. Accepted 26 February 2024
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Table 1. Sociodemographic and clinical characteristics of the study sample.
Table 2. DCM parameter estimates of intrinsic connections in second level PEB.
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Abstract
Introduction

We compared effective connectivity from the locus coeruleus (LC) during the resting-state in patients with late-life Major Depressive Disorder (MDD), individuals with amnestic Mild Cognitive Impairment (aMCI), and Healthy Controls (HCs).

Participants

23 patients with late-life MDD, 22 patients with aMCI, and 28 HCs.

Material and methods

Participants were assessed in two time-points, 2 years apart. They underwent a resting-state functional magnetic resonance imaging and a high-resolution anatomical acquisition, as well as clinical assessments. Functional imaging data were analyzed with dynamic causal modeling, and parametric empirical Bayes model was used to map effective connectivity between 7 distinct nodes: 4 from the locus coeruleus and 3 regions displaying gray matter decreases during the two-year follow-up period.

Results

Longitudinal analysis of structural data identified three clusters of larger over-time gray matter volume reduction in patients (MDD+aMCI vs. HCs): the right precuneus, and the visual association and parahippocampal cortices. aMCI patients showed decreased effective connectivity from the left rostral to caudal portions of the LC, while connectivity from the left rostral LC to the parahippocampal cortex increased. In MDD, there was a decline in effective connectivity across LC caudal seeds, and increased connectivity from the left rostral to the left caudal LC seed over time. Connectivity alterations with cortical regions involved cross-hemisphere increases and same-hemisphere decreases.

Conclusions

Our discoveries provide insight into the dynamic changes in effective connectivity in individuals with late-life MDD and aMCI, also shedding light on the mechanisms potentially contributing to the onset of neurodegenerative disorders.

Keywords:
Dynamic causal modeling
Effective connectivity
Mild cognitive impairment
Major Depressive Disorder
Alzheimer's disease

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