Longitudinal reproducibility of automatically segmented hippocampal subfields: A multisite European 3T study on healthy elderly
Articolo
Data di Pubblicazione:
2015
Abstract:
Recently, there has been an increased interest in the use of automatically
segmented subfields of the human hippocampal formation derived from magnetic
resonance imaging (MRI). However, little is known about the test-retest
reproducibility of such measures, particularly in the context of multisite
studies. Here, we report the reproducibility of automated Freesurfer hippocampal
subfields segmentations in 65 healthy elderly enrolled in a consortium of 13 3T
MRI sites (five subjects per site). Participants were scanned in two sessions
(test and retest) at least one week apart. Each session included two anatomical
3D T1 MRI acquisitions harmonized in the consortium. We evaluated the test-retest
reproducibility of subfields segmentation (i) to assess the effects of averaging
two within-session T1 images and (ii) to compare subfields with whole hippocampus
volume and spatial reliability. We found that within-session averaging of two T1
images significantly improved the reproducibility of all hippocampal subfields
but not that of the whole hippocampus. Volumetric and spatial reproducibility
across MRI sites were very good for the whole hippocampus, CA2-3, CA4-dentate
gyrus (DG), subiculum (reproducibility error∼2% and DICE > 0.90), good for CA1
and presubiculum (reproducibility error ∼ 5% and DICE ∼ 0.90), and poorer for
fimbria and hippocampal fissure (reproducibility error ∼ 15% and DICE < 0.80).
Spearman's correlations confirmed that test-retest reproducibility improved with
volume size. Despite considerable differences of MRI scanner configurations, we
found consistent hippocampal subfields volumes estimation. CA2-3, CA4-DG, and
sub-CA1 (subiculum, presubiculum, and CA1 pooled together) gave test-retest
reproducibility similar to the whole hippocampus. Our findings suggest that the
larger hippocampal subfields volume may be reliable longitudinal markers in
multisite studies.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Freesurfer; Hippocampus; Test-retest reproducibility; Within session T1 averaging; Neurology (clinical); Anatomy; Neurology; Radiology, Nuclear Medicine and Imaging; Radiological and Ultrasound Technology
Elenco autori:
Marizzoni, Moira; Antelmi, Luigi; Bosch, Beatriz; Bartrés Faz, David; Müller, Bernhard W.; Wiltfang, Jens; Fiedler, Ute; Roccatagliata, Luca; Picco, Agnese; Nobili, Flavio; Blin, Olivier; Bombois, Stephanie; Lopes, Renaud; Sein, Julien; Ranjeva, Jean Philippe; Didic, Mira; Gros Dagnac, Hélène; Payoux, Pierre; Zoccatelli, Giada; Alessandrini, Franco; Beltramello, Alberto; Bargalló, Núria; Ferretti, Antonio; Caulo, Massimo; Aiello, Marco; Cavaliere, Carlo; Soricelli, Andrea; Salvadori, Nicola; Parnetti, Lucilla; Tarducci, Roberto; Floridi, Piero; Tsolaki, Magda; Constantinidis, Manos; Drevelegas, Antonios; Rossini, Paolo Maria; Marra, Camillo; Hoffmann, Karl Titus; Hensch, Tilman; Schönknecht, Peter; Kuijer, Joost P.; Visser, Pieter Jelle; Barkhof, Frederik; Bordet, Régis; Frisoni, Giovanni B.; Jovicich, Jorge
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