Literature DB >> 22504319

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

John Pluta1, Paul Yushkevich, Sandhitsu Das, David Wolk.   

Abstract

The measurement of hippocampal volumes using MRI is a useful in-vivo biomarker for detection and monitoring of early Alzheimer's disease (AD), including during the amnestic mild cognitive impairment (a-MCI) stage. The pathology underlying AD has regionally selective effects within the hippocampus. As such, we predict that hippocampal subfields are more sensitive in discriminating prodromal AD (i.e., a-MCI) from cognitively normal controls than whole hippocampal volumes, and attempt to demonstrate this using a semi-automatic method that can accurately segment hippocampal subfields. High-resolution coronal-oblique T2-weighted images of the hippocampal formation were acquired in 45 subjects (28 controls and 17 a-MCI (mean age: 69.5 ± 9.2; 70.2 ± 7.6)). CA1, CA2, CA3, and CA4/DG subfields, along with head and tail regions, were segmented using an automatic algorithm. CA1 and CA4/DG segmentations were manually edited. Whole hippocampal volumes were obtained from the subjects' T1-weighted anatomical images. Automatic segmentation produced significant group differences in the following subfields: CA1 (left: p = 0.001, right: p = 0.038), CA4/DG (left: p = 0.002, right: p = 0.043), head (left: p = 0.018, right: p = 0.002), and tail (left: p = 0.019). After manual correction, differences were increased in CA1 (left: p < 0.001, right: p = 0.002), and reduced in CA4/DG (left: p = 0.029, right: p = 0.221). Whole hippocampal volumes significantly differed bilaterally (left: p = 0.028, right: p = 0.009). This pattern of atrophy in a-MCI is consistent with the topography of AD pathology observed in postmortem studies, and corrected left CA1 provided stronger discrimination than whole hippocampal volume (p = 0.03). These results suggest that semi-automatic segmentation of hippocampal subfields is efficient and may provide additional sensitivity beyond whole hippocampal volumes.

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Mesh:

Year:  2012        PMID: 22504319      PMCID: PMC3391337          DOI: 10.3233/JAD-2012-111931

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.472


  66 in total

1.  Mild cognitive impairment: differential atrophy in the hippocampal subfields.

Authors:  B J Hanseeuw; K Van Leemput; M Kavec; C Grandin; X Seron; A Ivanoiu
Journal:  AJNR Am J Neuroradiol       Date:  2011-08-11       Impact factor: 3.825

2.  Unbiased comparison of sample size estimates from longitudinal structural measures in ADNI.

Authors:  Dominic Holland; Linda K McEvoy; Anders M Dale
Journal:  Hum Brain Mapp       Date:  2011-08-09       Impact factor: 5.038

3.  A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

Authors:  J A Hanley; B J McNeil
Journal:  Radiology       Date:  1983-09       Impact factor: 11.105

4.  Hippocampal and entorhinal atrophy in mild cognitive impairment: prediction of Alzheimer disease.

Authors:  D P Devanand; G Pradhaban; X Liu; A Khandji; S De Santi; S Segal; H Rusinek; G H Pelton; L S Honig; R Mayeux; Y Stern; M H Tabert; M J de Leon
Journal:  Neurology       Date:  2007-03-13       Impact factor: 9.910

5.  Measurement of hippocampal subfields and age-related changes with high resolution MRI at 4T.

Authors:  S G Mueller; L Stables; A T Du; N Schuff; D Truran; N Cashdollar; M W Weiner
Journal:  Neurobiol Aging       Date:  2006-05-19       Impact factor: 4.673

6.  Head size, age and gender adjustment in MRI studies: a necessary nuisance?

Authors:  Josephine Barnes; Gerard R Ridgway; Jonathan Bartlett; Susie M D Henley; Manja Lehmann; Nicola Hobbs; Matthew J Clarkson; David G MacManus; Sebastien Ourselin; Nick C Fox
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7.  Memory performance correlates with gray matter density in the ento-/perirhinal cortex and posterior hippocampus in patients with mild cognitive impairment and healthy controls--a voxel based morphometry study.

Authors:  Tobias Schmidt-Wilcke; Stefan Poljansky; Stefanie Hierlmeier; Joachim Hausner; Bernd Ibach
Journal:  Neuroimage       Date:  2009-05-13       Impact factor: 6.556

8.  Comparison of automated and manual MRI volumetry of hippocampus in normal aging and dementia.

Authors:  Yuan-Yu Hsu; Norbert Schuff; An-Tao Du; Kevin Mark; Xiaoping Zhu; Dawn Hardin; Michael W Weiner
Journal:  J Magn Reson Imaging       Date:  2002-09       Impact factor: 4.813

9.  A high-resolution computational atlas of the human hippocampus from postmortem magnetic resonance imaging at 9.4 T.

Authors:  Paul A Yushkevich; Brian B Avants; John Pluta; Sandhitsu Das; David Minkoff; Dawn Mechanic-Hamilton; Simon Glynn; Stephen Pickup; Weixia Liu; James C Gee; Murray Grossman; John A Detre
Journal:  Neuroimage       Date:  2008-09-18       Impact factor: 6.556

10.  Automatic segmentation of the hippocampus and the amygdala driven by hybrid constraints: method and validation.

Authors:  M Chupin; A Hammers; R S N Liu; O Colliot; J Burdett; E Bardinet; J S Duncan; L Garnero; L Lemieux
Journal:  Neuroimage       Date:  2009-02-21       Impact factor: 6.556

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  53 in total

1.  Pattern separation and pattern completion in Alzheimer's disease: evidence of rapid forgetting in amnestic mild cognitive impairment.

Authors:  Brandon A Ally; Erin P Hussey; Philip C Ko; Robert J Molitor
Journal:  Hippocampus       Date:  2013-08-14       Impact factor: 3.899

2.  Differentiating Between Healthy Control Participants and Those with Mild Cognitive Impairment Using Volumetric MRI Data.

Authors:  Renée DeVivo; Lauren Zajac; Asim Mian; Anna Cervantes-Arslanian; Eric Steinberg; Michael L Alosco; Jesse Mez; Robert Stern; Ronald Killany
Journal:  J Int Neuropsychol Soc       Date:  2019-05-27       Impact factor: 2.892

3.  Short-Term Memory Depends on Dissociable Medial Temporal Lobe Regions in Amnestic Mild Cognitive Impairment.

Authors:  Sandhitsu R Das; Lauren Mancuso; Ingrid R Olson; Steven E Arnold; David A Wolk
Journal:  Cereb Cortex       Date:  2015-02-27       Impact factor: 5.357

4.  Cholinergic basal forebrain atrophy predicts amyloid burden in Alzheimer's disease.

Authors:  Stefan Teipel; Helmut Heinsen; Edson Amaro; Lea T Grinberg; Bernd Krause; Michel Grothe
Journal:  Neurobiol Aging       Date:  2013-10-28       Impact factor: 4.673

5.  A computational atlas of the hippocampal formation using ex vivo, ultra-high resolution MRI: Application to adaptive segmentation of in vivo MRI.

Authors:  Juan Eugenio Iglesias; Jean C Augustinack; Khoa Nguyen; Christopher M Player; Allison Player; Michelle Wright; Nicole Roy; Matthew P Frosch; Ann C McKee; Lawrence L Wald; Bruce Fischl; Koen Van Leemput
Journal:  Neuroimage       Date:  2015-04-29       Impact factor: 6.556

6.  The diffeomorphometry of regional shape change rates and its relevance to cognitive deterioration in mild cognitive impairment and Alzheimer's disease.

Authors:  Xiaoying Tang; Dominic Holland; Anders M Dale; Laurent Younes; Michael I Miller
Journal:  Hum Brain Mapp       Date:  2015-02-03       Impact factor: 5.038

7.  Recognition Memory Dysfunction Relates to Hippocampal Subfield Volume: A Study of Cognitively Normal and Mildly Impaired Older Adults.

Authors:  Ilana J Bennett; Shauna M Stark; Craig E L Stark
Journal:  J Gerontol B Psychol Sci Soc Sci       Date:  2019-09-15       Impact factor: 4.077

8.  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

9.  Clinical Application of Automatic Segmentation of Medial Temporal Lobe Subregions in Prodromal and Dementia-Level Alzheimer's Disease.

Authors:  Eske Christiane Gertje; John Pluta; Sandhitsu Das; Lauren Mancuso; Dasha Kliot; Paul Yushkevich; David Wolk
Journal:  J Alzheimers Dis       Date:  2016-10-04       Impact factor: 4.472

10.  High-resolution In Vivo Manual Segmentation Protocol for Human Hippocampal Subfields Using 3T Magnetic Resonance Imaging.

Authors:  Julie Winterburn; Jens C Pruessner; Chavez Sofia; Mark M Schira; Nancy J Lobaugh; Aristotle N Voineskos; M Mallar Chakravarty
Journal:  J Vis Exp       Date:  2015-11-10       Impact factor: 1.355

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