Literature DB >> 25231681

Effects of age and Alzheimer's disease on hippocampal subfields: comparison between manual and FreeSurfer volumetry.

Robin de Flores1, Renaud La Joie, Brigitte Landeau, Audrey Perrotin, Florence Mézenge, Vincent de La Sayette, Francis Eustache, Béatrice Desgranges, Gaël Chételat.   

Abstract

Growing interest has developed in hippocampal subfield volumetry over the past few years and an increasing number of studies use the automatic segmentation algorithm implemented in FreeSurfer. However, this approach has not been validated on standard resolution T1-weighted magnetic resonance (MR) as used in most studies. We aimed at comparing hippocampal subfield segmentation using FreeSurfer on standard T1-weighted images versus manual delineation on dedicated high-resolution hippocampal scans. Hippocampal subfields were segmented in 133 individuals including 98 cognitively normal controls aged 19-84 years, 17 mild cognitive impairment and 18 Alzheimer's disease (AD) patients using both methods. Intraclass correlation coefficients (ICC) and Bland-Altman plots were computed to assess the consistency between both methods, and the effects of age and diagnosis were assessed from both measures. Low to moderate ICC (0.31-0.74) were found for the subiculum and other subfields as well as for the whole hippocampus, and the correlations were very low for cornu ammonis (CA)1 (<0.1). FreeSurfer CA1 volume estimates were found to be much lower than those obtained from manual segmentation, and this bias was proportional to the volume of this structure so that no effect of age or AD could be detected on FreeSurfer CA1 volumes. This study points to the differences in the anatomic definition of the subfields between FreeSurfer and manual delineation, especially for CA1, and provides clue for improvement of this automatic technique for potential clinical application on standard T1-weighted MR.
© 2014 Wiley Periodicals, Inc.

Entities:  

Keywords:  Alzheimer's disease; FreeSurfer segmentation; aging; hippocampal subfields; magnetic resonance imaging; manual segmentation

Mesh:

Year:  2014        PMID: 25231681      PMCID: PMC6869780          DOI: 10.1002/hbm.22640

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  52 in total

Review 1.  The human hippocampus and spatial and episodic memory.

Authors:  Neil Burgess; Eleanor A Maguire; John O'Keefe
Journal:  Neuron       Date:  2002-08-15       Impact factor: 17.173

Review 2.  MR-based in vivo hippocampal volumetrics: 2. Findings in neuropsychiatric disorders.

Authors:  E Geuze; E Vermetten; J D Bremner
Journal:  Mol Psychiatry       Date:  2005-02       Impact factor: 15.992

3.  In vivo analysis of hippocampal subfield atrophy in mild cognitive impairment via semi-automatic segmentation of T2-weighted MRI.

Authors:  John Pluta; Paul Yushkevich; Sandhitsu Das; David Wolk
Journal:  J Alzheimers Dis       Date:  2012       Impact factor: 4.472

Review 4.  Mild cognitive impairment as a clinical entity and treatment target.

Authors:  Ronald C Petersen; John C Morris
Journal:  Arch Neurol       Date:  2005-07

5.  Evidence that volume of anterior medial temporal lobe is reduced in seniors destined for mild cognitive impairment.

Authors:  Sarah B Martin; Charles D Smith; Heather R Collins; Fred A Schmitt; Brian T Gold
Journal:  Neurobiol Aging       Date:  2008-09-21       Impact factor: 4.673

6.  Interactive effects of chronic cigarette smoking and age on hippocampal volumes.

Authors:  Timothy C Durazzo; Dieter J Meyerhoff; Sara Jo Nixon
Journal:  Drug Alcohol Depend       Date:  2013-09-02       Impact factor: 4.492

7.  Childhood maltreatment is associated with reduced volume in the hippocampal subfields CA3, dentate gyrus, and subiculum.

Authors:  Martin H Teicher; Carl M Anderson; Ann Polcari
Journal:  Proc Natl Acad Sci U S A       Date:  2012-02-13       Impact factor: 11.205

8.  Automated hippocampal subfield segmentation in amnestic mild cognitive impairments.

Authors:  Hyun Kook Lim; Seung Chul Hong; Won Sang Jung; Kook Jin Ahn; Wang Youn Won; Changtae Hahn; In Seong Kim; Chang Uk Lee
Journal:  Dement Geriatr Cogn Disord       Date:  2012-07-02       Impact factor: 2.959

9.  Automated hippocampal subfields segmentation in late life depression.

Authors:  Hyun Kook Lim; Seung Chul Hong; Won Sang Jung; Kook Jin Ahn; Wang Youn Won; Changtae Hahn; InSeong Kim; Chang Uk Lee
Journal:  J Affect Disord       Date:  2012-07-25       Impact factor: 4.839

10.  Hippocampal subfield volumes: age, vascular risk, and correlation with associative memory.

Authors:  Yee Lee Shing; Karen M Rodrigue; Kristen M Kennedy; Yana Fandakova; Nils Bodammer; Markus Werkle-Bergner; Ulman Lindenberger; Naftali Raz
Journal:  Front Aging Neurosci       Date:  2011-02-04       Impact factor: 5.750

View more
  56 in total

1.  Impact of KIBRA Polymorphism on Memory Function and the Hippocampus in Older Adults.

Authors:  A Veronica Witte; Theresa Köbe; Lucia Kerti; Dan Rujescu; Agnes Flöel
Journal:  Neuropsychopharmacology       Date:  2015-07-09       Impact factor: 7.853

2.  Longitudinal reproducibility of automatically segmented hippocampal subfields: A multisite European 3T study on healthy elderly.

Authors:  Moira Marizzoni; Luigi Antelmi; Beatriz Bosch; David Bartrés-Faz; Bernhard W Müller; Jens Wiltfang; Ute Fiedler; Luca Roccatagliata; Agnese Picco; Flavio Nobili; Olivier Blin; Stephanie Bombois; Renaud Lopes; Julien Sein; Jean-Philippe Ranjeva; Mira Didic; Hélène Gros-Dagnac; Pierre Payoux; Giada Zoccatelli; Franco Alessandrini; Alberto Beltramello; Núria Bargalló; Antonio Ferretti; Massimo Caulo; Marco Aiello; Carlo Cavaliere; Andrea Soricelli; Nicola Salvadori; Lucilla Parnetti; Roberto Tarducci; Piero Floridi; Magda Tsolaki; Manos Constantinidis; Antonios Drevelegas; Paolo Maria Rossini; Camillo Marra; Karl-Titus Hoffmann; Tilman Hensch; Peter Schönknecht; Joost P Kuijer; Pieter Jelle Visser; Frederik Barkhof; Régis Bordet; Giovanni B Frisoni; Jorge Jovicich
Journal:  Hum Brain Mapp       Date:  2015-06-03       Impact factor: 5.038

3.  Differential associations of age with volume and microstructure of hippocampal subfields in healthy older adults.

Authors:  Dominik Wolf; Florian U Fischer; Robin de Flores; Gaël Chételat; Andreas Fellgiebel
Journal:  Hum Brain Mapp       Date:  2015-06-24       Impact factor: 5.038

4.  Hippocampal (subfield) volume and shape in relation to cognitive performance across the adult lifespan.

Authors:  Aristotle N Voineskos; Julie L Winterburn; Daniel Felsky; Jon Pipitone; Tarek K Rajji; Benoit H Mulsant; M Mallar Chakravarty
Journal:  Hum Brain Mapp       Date:  2015-05-09       Impact factor: 5.038

5.  Heritability of hippocampal subfield volumes using a twin and non-twin siblings design.

Authors:  Sejal Patel; Min Tae M Park; Gabriel A Devenyi; Raihaan Patel; Mario Masellis; Jo Knight; M Mallar Chakravarty
Journal:  Hum Brain Mapp       Date:  2017-05-31       Impact factor: 5.038

6.  Genetic architecture of hippocampal subfields on standard resolution MRI: How the parts relate to the whole.

Authors:  Jeremy A Elman; Matthew S Panizzon; Nathan A Gillespie; Donald J Hagler; Christine Fennema-Notestine; Lisa T Eyler; Linda K McEvoy; Michael C Neale; Michael J Lyons; Carol E Franz; Anders M Dale; William S Kremen
Journal:  Hum Brain Mapp       Date:  2018-11-15       Impact factor: 5.038

7.  Regionally specific changes in the hippocampal circuitry accompany progression of cerebrospinal fluid biomarkers in preclinical Alzheimer's disease.

Authors:  Christine L Tardif; Gabriel A Devenyi; Robert S C Amaral; Sandra Pelleieux; Judes Poirier; Pedro Rosa-Neto; John Breitner; M Mallar Chakravarty
Journal:  Hum Brain Mapp       Date:  2017-11-21       Impact factor: 5.038

8.  Automated segmentation of medial temporal lobe subregions on in vivo T1-weighted MRI in early stages of Alzheimer's disease.

Authors:  Long Xie; Laura E M Wisse; John Pluta; Robin de Flores; Virgine Piskin; Jose V Manjón; Hongzhi Wang; Sandhitsu R Das; Song-Lin Ding; David A Wolk; Paul A Yushkevich
Journal:  Hum Brain Mapp       Date:  2019-04-29       Impact factor: 5.038

9.  Discriminating Alzheimer's disease progression using a new hippocampal marker from T1-weighted MRI: The local surface roughness.

Authors:  Carlos Platero; María Eugenia López; María Del Carmen Tobar; Miguel Yus; Fernando Maestu
Journal:  Hum Brain Mapp       Date:  2018-11-19       Impact factor: 5.038

10.  Age differences in hippocampal subfield volumes from childhood to late adulthood.

Authors:  Ana M Daugherty; Andrew R Bender; Naftali Raz; Noa Ofen
Journal:  Hippocampus       Date:  2015-09-04       Impact factor: 3.899

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.