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Amygdalar nuclei and hippocampal subfields on MRI: Test-retest reliability of automated volumetry across different MRI sites and vendors

  • G. Quattrini*
  • , M. Pievani
  • , J. Jovicich
  • , M. Aiello
  • , N. Bargallo
  • , F. Barkhof
  • , D. Bartres-Faz
  • , A. Beltramello
  • , F. B. Pizzini
  • , O. Blin
  • , R. Bordet
  • , M. Caulo
  • , M. Constantinides
  • , M. Didic
  • , A. Drevelegas
  • , A. Ferretti
  • , U. Fiedler
  • , P. Floridi
  • , H. Gros-Dagnac
  • , T. Hensch
  • Hoffmann K. -T., J. P. Kuijer, R. Lopes, Camillo Marra, B. W. Muller, F. Nobili, L. Parnetti, P. Payoux, A. Picco, Ranjeva J. -P., L. Roccatagliata, P. M. Rossini, M. Salvatore, P. Schonknecht, B. H. Schott, J. Sein, A. Soricelli, R. Tarducci, M. Tsolaki, P. J. Visser, J. Wiltfang, J. C. Richardson, G. B. Frisoni, M. Marizzoni
*Autore corrispondente per questo lavoro
  • IRCCS Centro San Giovanni di Dio Fatebenefratelli - Brescia
  • University of Trento
  • IRCCS SDN Istituto di Ricerca Diagnostica e Nucleare - Napoli
  • University College London
  • Location VUmc
  • University of Barcelona
  • IRCCS “Sacro Cuore-Don Calabria”
  • Institut national de la santé et de la recherche médicale
  • Gabriele d'Annunzio University
  • Interbalkan Medical Center of Thessaloniki
  • Aix-Marseille University
  • Hopital La Timone
  • University of Duisburg-Essen
  • Medical Physics Unit
  • Toulouse Neuro Imaging Center
  • Leipzig University
  • Univ Lille
  • University of Genoa
  • San Martino Hospital Genoa
  • University of Perugia
  • Centre de résonance magnétique biologique et médicale
  • Aristotle University of Thessaloniki
  • University of Göttingen
  • German Center for Neurodegenerative Diseases
  • University of Aveiro

Risultato della ricerca: Contributo in rivistaArticolo

Abstract

Background: The amygdala and the hippocampus are two limbic structures that play a critical role in cognition and behavior, however their manual segmentation and that of their smaller nuclei/subfields in multicenter datasets is time consuming and difficult due to the low contrast of standard MRI. Here, we assessed the reliability of the automated segmentation of amygdalar nuclei and hippocampal subfields across sites and vendors using FreeSurfer in two independent cohorts of older and younger healthy adults. Methods: Sixty-five healthy older (cohort 1) and 68 younger subjects (cohort 2), from the PharmaCog and CoRR consortia, underwent repeated 3D-T1 MRI (interval 1–90 days). Segmentation was performed using FreeSurfer v6.0. Reliability was assessed using volume reproducibility error (ε) and spatial overlapping coefficient (DICE) between test and retest session. Results: Significant MRI site and vendor effects (p ​< ​.05) were found in a few subfields/nuclei for the ε, while extensive effects were found for the DICE score of most subfields/nuclei. Reliability was strongly influenced by volume, as ε correlated negatively and DICE correlated positively with volume size of structures (absolute value of Spearman's r correlations >0.43, p ​< ​1.39E-36). In particular, volumes larger than 200 ​mm3 (for amygdalar nuclei) and 300 ​mm3 (for hippocampal subfields, except for molecular layer) had the best test-retest reproducibility (ε ​< ​5% and DICE ​> ​0.80). Conclusion: Our results support the use of volumetric measures of larger amygdalar nuclei and hippocampal subfields in multisite MRI studies. These measures could be useful for disease tracking and assessment of efficacy in drug trials.
Lingua originaleInglese
pagine (da-a)N/A-N/A
RivistaNeuroImage
Volume218
Numero di pubblicazione218
DOI
Stato di pubblicazionePubblicato - 2020

All Science Journal Classification (ASJC) codes

  • Neurologia
  • Neuroscienze Cognitive

Keywords

  • Amygdalar nuclei
  • FreeSurfer
  • Hippocampal subfields
  • Multicenter MRI study
  • Reliability analysis

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