Literature DB >> 31972281

Test-retest reliability of FreeSurfer automated hippocampal subfield segmentation within and across scanners.

Emma M Brown1, Meghan E Pierce2, Dustin C Clark3, Bruce R Fischl4, Juan E Iglesias5, William P Milberg6, Regina E McGlinchey6, David H Salat7.   

Abstract

The human hippocampus is vulnerable to a range of degenerative conditions and as such, accurate in vivo measurement of the hippocampus and hippocampal substructures via neuroimaging is of great interest for understanding mechanisms of disease as well as for use as a biomarker in clinical trials of novel therapeutics. Although total hippocampal volume can be measured relatively reliably, it is critical to understand how this reliability is affected by acquisition on different scanners, as multiple scanning platforms would likely be utilized in large-scale clinical trials. This is particularly true for hippocampal subregional measurements, which have only relatively recently been measurable through common image processing platforms such as FreeSurfer. Accurate segmentation of these subregions is challenging due to their small size, magnetic resonance imaging (MRI) signal loss in medial temporal regions of the brain, and lack of contrast for delineation from standard neuroimaging procedures. Here, we assess the test-retest reliability of the FreeSurfer automated hippocampal subfield segmentation procedure using two Siemens model scanners (a Siemens Trio and Prismafit Trio upgrade). T1-weighted images were acquired for 11 generally healthy younger participants (two scans on the Trio and one scan on the Prismafit). Each scan was processed through the standard cross-sectional stream and the recently released longitudinal pipeline in FreeSurfer v6.0 for hippocampal segmentation. Test-retest reliability of the volumetric measures was examined for individual subfields as well as percent volume difference and Dice overlap among scans and intra-class correlation coefficients (ICC). Reliability was high in the molecular layer, dentate gyrus, and whole hippocampus with the inclusion of three time points with mean volume differences among scans less than 3%, overlap greater than 80%, and ICC >0.95. The parasubiculum and hippocampal fissure showed the least improvement in reliability with mean volume difference greater than 5%, overlap less than 70%, and ICC scores ranging from 0.78 to 0.89. Other subregions, including the CA regions, were stable in their mean volume difference and overlap (<5% difference and >75% respectively) and showed improvement in reliability with the inclusion of three scans (ICC ​> ​0.9). Reliability was generally higher within scanner (Trio-Trio), however, Trio-Prismafit reliability was also high and did not exhibit an obvious bias. These results suggest that the FreeSurfer automated segmentation procedure is a reliable method to measure total as well as hippocampal subregional volumes and may be useful in clinical applications including as an endpoint for future clinical trials of conditions affecting the hippocampus. Published by Elsevier Inc.

Entities:  

Keywords:  FreeSurfer; Hippocampal subfields; Hippocampus; Longitudinal; Magnetic resonance imaging; Test-retest reliability

Mesh:

Year:  2020        PMID: 31972281     DOI: 10.1016/j.neuroimage.2020.116563

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  25 in total

Review 1.  The many dimensions of human hippocampal organization and (dys)function.

Authors:  Sarah Genon; Boris C Bernhardt; Renaud La Joie; Katrin Amunts; Simon B Eickhoff
Journal:  Trends Neurosci       Date:  2021-10-27       Impact factor: 13.837

2.  Relationship between inflammatory biomarker galectin-3 and hippocampal volume in a community study.

Authors:  Megan K Lowther; Jarrod P Tunnell; Jayme M Palka; Darlene R King; Damilola C Salako; Dimitri G Macris; Jay B Italiya; Justin L Grodin; Carol S North; E Sherwood Brown
Journal:  J Neuroimmunol       Date:  2020-09-08       Impact factor: 3.478

3.  Spatial correlation maps of the hippocampus with cerebrospinal fluid biomarkers and cognition in Alzheimer's disease: A longitudinal study.

Authors:  Guodong Liu; Chaoqiang Liu; Anqi Qiu
Journal:  Hum Brain Mapp       Date:  2021-03-19       Impact factor: 5.038

4.  Test-retest reliability of hippocampal subfield volumes in a developmental sample: Implications for longitudinal developmental studies.

Authors:  Roya Homayouni; Qijing Yu; Sruthi Ramesh; Lingfei Tang; Ana M Daugherty; Noa Ofen
Journal:  J Neurosci Res       Date:  2021-03-22       Impact factor: 4.433

5.  Automatic multispectral MRI segmentation of human hippocampal subfields: an evaluation of multicentric test-retest reproducibility.

Authors:  Andrea Chiappiniello; Roberto Tarducci; Cristina Muscio; Maria Grazia Bruzzone; Marco Bozzali; Pietro Tiraboschi; Anna Nigri; Claudia Ambrosi; Elena Chipi; Stefania Ferraro; Cristina Festari; Roberto Gasparotti; Ruben Gianeri; Giovanni Giulietti; Lorella Mascaro; Chiara Montanucci; Valentina Nicolosi; Cristina Rosazza; Laura Serra; Giovanni B Frisoni; Daniela Perani; Fabrizio Tagliavini; Jorge Jovicich
Journal:  Brain Struct Funct       Date:  2020-11-24       Impact factor: 3.270

6.  Multimodal hippocampal and amygdala subfield volumetry in polygenic risk for Alzheimer's disease.

Authors:  Amy N Murray; Hannah L Chandler; Thomas M Lancaster
Journal:  Neurobiol Aging       Date:  2020-11-02       Impact factor: 4.673

7.  Impact of Fibromyalgia in the Hippocampal Subfields Volumes of Women-An MRI Study.

Authors:  Juan Luis Leon-Llamas; Santos Villafaina; Alvaro Murillo-Garcia; Narcis Gusi
Journal:  Int J Environ Res Public Health       Date:  2021-02-06       Impact factor: 3.390

8.  Hippocampal and Hippocampal-Subfield Volumes From Early-Onset Major Depression and Bipolar Disorder to Cognitive Decline.

Authors:  Niels Hansen; Aditya Singh; Claudia Bartels; Frederic Brosseron; Katharina Buerger; Arda C Cetindag; Laura Dobisch; Peter Dechent; Birgit B Ertl-Wagner; Klaus Fliessbach; John D Haynes; Michael T Heneka; Daniel Janowitz; Ingo Kilimann; Christoph Laske; Coraline D Metzger; Matthias H Munk; Oliver Peters; Josef Priller; Nina Roy; Klaus Scheffler; Anja Schneider; Annika Spottke; Eike J Spruth; Stefan Teipel; Maike Tscheuschler; Ruth Vukovich; Jens Wiltfang; Emrah Duezel; Frank Jessen; Roberto Goya-Maldonado
Journal:  Front Aging Neurosci       Date:  2021-04-21       Impact factor: 5.750

9.  Stability of hippocampal subfield volumes after trauma and relationship to development of PTSD symptoms.

Authors:  C N Weis; E K Webb; A A Huggins; M Kallenbach; T A Miskovich; J M Fitzgerald; K P Bennett; J L Krukowski; T A deRoon-Cassini; C L Larson
Journal:  Neuroimage       Date:  2021-04-18       Impact factor: 6.556

10.  Differential Role for Hippocampal Subfields in Alzheimer's Disease Progression Revealed with Deep Learning.

Authors:  Kichang Kwak; Marc Niethammer; Kelly S Giovanello; Martin Styner; Eran Dayan
Journal:  Cereb Cortex       Date:  2022-01-22       Impact factor: 4.861

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