Survey of protocols for the manual segmentation of the hippocampus: preparatory steps towards a joint EADC-ADNI harmonized protocol.

Manual segmentation from magnetic resonance imaging (MR) is the gold standard for evaluating hippocampal atrophy in Alzheimer's disease (AD). Nonetheless, different segmentation protocols provide up to 2.5-fold volume differences. Here we surveyed the most frequently used segmentation protocols in the AD literature as a preliminary step for international harmonization. The anatomical landmarks (anteriormost and posteriormost slices, superior, inferior, medial, and lateral borders) were identified from 12 published protocols for hippocampal manual segmentation ([Abbreviation] first author, publication year: [B] Bartzokis, 1998; [C] Convit, 1997; [dTM] deToledo-Morrell, 2004; [H] Haller, 1997; [J] Jack, 1994; [K] Killiany, 1993; [L] Lehericy, 1994; [M] Malykhin, 2007; [Pa] Pantel, 2000; [Pr] Pruessner, 2000; [S] Soininen, 1994; [W] Watson, 1992). The hippocampi of one healthy control and one AD patient taken from the 1.5T MR ADNI database were segmented by a single rater according to each protocol. The accuracy of the protocols' interpretation and translation into practice was checked with lead authors of protocols through individual interactive web conferences. Semantically harmonized landmarks and differences were then extracted, regarding: (a) the posteriormost slice, protocol [B] being the most restrictive, and [H, M, Pa, Pr, S] the most inclusive; (b) inclusion [C, dTM, J, L, M, Pr, W] or exclusion [B, H, K, Pa, S] of alveus/fimbria; (c) separation from the parahippocampal gyrus, [C] being the most restrictive, [B, dTM, H, J, Pa, S] the most inclusive. There were no substantial differences in the definition of the anteriormost slice. This survey will allow us to operationalize differences among protocols into tracing units, measure their impact on the repeatability and diagnostic accuracy of manual hippocampal segmentation, and finally develop a harmonized protocol.

[1]  C. Jack,et al.  Harmonization of magnetic resonance-based manual hippocampal segmentation: A mandatory step for wide clinical use , 2011, Alzheimer's & Dementia.

[2]  Nick C Fox,et al.  Revising the definition of Alzheimer's disease: a new lexicon , 2010, The Lancet Neurology.

[3]  D. Louis Collins,et al.  Towards accurate, automatic segmentation of the hippocampus and amygdala from MRI by augmenting ANIMAL with a template library and label fusion , 2010, NeuroImage.

[4]  Nick C Fox,et al.  The clinical use of structural MRI in Alzheimer disease , 2010, Nature Reviews Neurology.

[5]  Khader M. Hasan,et al.  Improving the reliability of manual and automated methods for hippocampal and amygdala volume measurements , 2009, NeuroImage.

[6]  Arthur W. Toga,et al.  Defining the human hippocampus in cerebral magnetic resonance images—An overview of current segmentation protocols , 2009, NeuroImage.

[7]  Alexander Hammers,et al.  Evaluation of atlas-based segmentation of hippocampi in healthy humans. , 2009, Magnetic resonance imaging.

[8]  Arthur F. Kramer,et al.  Age-related differences in regional brain volumes: A comparison of optimized voxel-based morphometry to manual volumetry , 2009, Neurobiology of Aging.

[9]  S. Gauthier,et al.  Effect of tramiprosate in patients with mild-to-moderate alzheimer’s disease: Exploratory analyses of the MRI sub-group of the alphase study , 2009, The journal of nutrition, health & aging.

[10]  J. Brewer,et al.  Fully-Automated Quantification of Regional Brain Volumes for Improved Detection of Focal Atrophy in Alzheimer Disease , 2009, American Journal of Neuroradiology.

[11]  Rossana Ganzola,et al.  Mapping local hippocampal changes in Alzheimer's disease and normal ageing with MRI at 3 Tesla. , 2008, Brain : a journal of neurology.

[12]  Michael Weiner,et al.  and the Alzheimer’s Disease Neuroimaging Initiative* , 2007 .

[13]  Thomas Frodl,et al.  Reduced hippocampal volumes associated with the long variant of the tri‐ and diallelic serotonin transporter polymorphism in major depression , 2008, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[14]  Nicola Riccardo Polizzotto,et al.  Magnetic resonance imaging volumes of the hippocampus in drug-naïve patients with post-traumatic stress disorder without comorbidity conditions. , 2008, Journal of psychiatric research.

[15]  H. Benali,et al.  Discrimination between Alzheimer disease, mild cognitive impairment, and normal aging by using automated segmentation of the hippocampus. , 2008, Radiology.

[16]  J. Barnes,et al.  A comparison of methods for the automated calculation of volumes and atrophy rates in the hippocampus , 2008, NeuroImage.

[17]  Nick C Fox,et al.  The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods , 2008, Journal of magnetic resonance imaging : JMRI.

[18]  L. Xia,et al.  Volumetric MRI analysis of the amygdala and hippocampus in subjects with major depression , 2004, Journal of Huazhong University of Science and Technology [Medical Sciences].

[19]  C. Jack,et al.  Alzheimer's Disease Neuroimaging Initiative , 2008 .

[20]  Glenda M MacQueen,et al.  Bilateral Hippocampal Volume Increase in Patients with Bipolar Disorder and Short-term Lithium Treatment , 2008, Neuropsychopharmacology.

[21]  Bruno Giordani,et al.  Improvement in mood and ideation associated with increase in right caudate volume. , 2007, Journal of affective disorders.

[22]  P. Scheltens,et al.  Research criteria for the diagnosis of Alzheimer's disease: revising the NINCDS–ADRDA criteria , 2007, The Lancet Neurology.

[23]  Peter Seres,et al.  Three-dimensional volumetric analysis and reconstruction of amygdala and hippocampal head, body and tail , 2007, Psychiatry Research: Neuroimaging.

[24]  Benoit M. Dawant,et al.  Automated selection of anterior and posterior commissures based on a deformable atlas and its evaluation based on manual selections by neurosurgeons , 2007, SPIE Medical Imaging.

[25]  Dominique Hasboun,et al.  Anatomically constrained region deformation for the automated segmentation of the hippocampus and the amygdala: Method and validation on controls and patients with Alzheimer’s disease , 2007, NeuroImage.

[26]  Aaron Carass,et al.  Automatic estimation of midsagittal plane and AC-PC alignment on nonrigid registration , 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

[27]  Eric Vermetten,et al.  Hippocampal and amygdalar volumes in dissociative identity disorder. , 2006, The American journal of psychiatry.

[28]  Robert Zivadinov,et al.  Semi-automatic brain region extraction (SABRE) reveals superior cortical and deep gray matter atrophy in MS , 2006, NeuroImage.

[29]  O T Wolf,et al.  Hippocampal volume and cognitive performance in long‐standing Type 1 diabetic patients without macrovascular complications , 2006, Diabetic medicine : a journal of the British Diabetic Association.

[30]  Ali Saffet Gönül,et al.  Reduced hippocampal volume in drug-free depressed patients , 2006, Surgical and Radiologic Anatomy.

[31]  S. Rauch,et al.  Structural brain magnetic resonance imaging of limbic and thalamic volumes in pediatric bipolar disorder. , 2005, The American journal of psychiatry.

[32]  A. Reiss,et al.  Reduced amygdalar gray matter volume in familial pediatric bipolar disorder. , 2005, Journal of the American Academy of Child and Adolescent Psychiatry.

[33]  Dennis S. Charney,et al.  Reduced hippocampal volume in unmedicated, remitted patients with major depression versus control subjects , 2005, Biological Psychiatry.

[34]  J. Bremner,et al.  MR-based in vivo hippocampal volumetrics: 1. Review of methodologies currently employed , 2005, Molecular Psychiatry.

[35]  Deborah A. Yurgelun-Todd,et al.  Amygdala and hippocampus volumes in pediatric major depression , 2005, Biological Psychiatry.

[36]  Ellen Frank,et al.  Anatomical MRI study of hippocampus and amygdala in patients with current and remitted major depression , 2004, Psychiatry Research: Neuroimaging.

[37]  Samuel Patz,et al.  Homocysteine and B vitamins relate to brain volume and white-matter changes in geriatric patients with psychiatric disorders. , 2004, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[38]  Anil Gholkar,et al.  A longitudinal study of hippocampal volume, cortisol levels, and cognition in older depressed subjects. , 2004, The American journal of psychiatry.

[39]  S. Leurgans,et al.  MRI-derived entorhinal volume is a good predictor of conversion from MCI to AD , 2004, Neurobiology of Aging.

[40]  M. Keshavan,et al.  Cross-sectional study of abnormal amygdala development in adolescents and young adults with bipolar disorder , 2004, Biological Psychiatry.

[41]  Eric Vermetten,et al.  Hippocampal volume, memory, and cortisol status in major depressive disorder: effects of treatment , 2004, Biological Psychiatry.

[42]  Robert Barber,et al.  Hippocampal volume change in depression: Late- and early-onset illness compared , 2004, British Journal of Psychiatry.

[43]  Victoria Arango,et al.  Volumetric Analysis of the Prefrontal Cortex, Amygdala, and Hippocampus in Major Depression , 2004, Neuropsychopharmacology.

[44]  Paul M. Thompson,et al.  Regional specificity of hippocampal volume reductions in first-episode schizophrenia , 2004, NeuroImage.

[45]  V. Kusumakar,et al.  Hippocampal volume in early onset depression , 2004, BMC medicine.

[46]  Hyun Wook Park,et al.  Automatic brain MR image registration based on Talairach reference system , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

[47]  D. Kupfer,et al.  MRI investigation of temporal lobe structures in bipolar patients. , 2003, Journal of psychiatric research.

[48]  R. Buchanan,et al.  The relationship of clozapine and haloperidol treatment response to prefrontal, hippocampal, and caudate brain volumes , 2003, Schizophrenia Research.

[49]  Glenda M MacQueen,et al.  Course of illness, hippocampal function, and hippocampal volume in major depression , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[50]  David R Rosenberg,et al.  Increased amygdala: hippocampal volume ratios associated with severity of anxiety in pediatric major depression. , 2003, Journal of child and adolescent psychopharmacology.

[51]  Yutaka Matsuoka,et al.  Relationship between distressing cancer-related recollections and hippocampal volume in cancer survivors. , 2002, The American journal of psychiatry.

[52]  S. Duchesne,et al.  Appearance-Based Segmentation of Medial Temporal Lobe Structures , 2002, NeuroImage.

[53]  Richard J Davidson,et al.  Hippocampal morphometry in depressed patients and control subjects: relations to anxiety symptoms , 2001, Biological Psychiatry.

[54]  M. Zwaan,et al.  Magnetic resonance imaging volumes of the hippocampus and the amygdala in women with borderline personality disorder and early traumatization. , 2000, Archives of general psychiatry.

[55]  L Cipolotti,et al.  A volumetric study of hippocampus and amygdala in depressed patients with subjective memory problems. , 2000, The Journal of neuropsychiatry and clinical neurosciences.

[56]  Alexander Hammers,et al.  Evidence of a smaller left hippocampus and left temporal horn in both patients with first episode schizophrenia and normal control subjects , 2000, Psychiatry Research: Neuroimaging.

[57]  James R MacFall,et al.  Hippocampal volume in geriatric depression , 2000, Biological Psychiatry.

[58]  Alan C. Evans,et al.  Volumetry of hippocampus and amygdala with high-resolution MRI and three-dimensional analysis software: minimizing the discrepancies between laboratories. , 2000, Cerebral cortex.

[59]  E Mervaala,et al.  Quantitative MRI of the hippocampus and amygdala in severe depression , 2000, Psychological Medicine.

[60]  N C Andreasen,et al.  A new method for the in vivo volumetric measurement of the human hippocampus with high neuroanatomical accuracy , 2000, Hippocampus.

[61]  M Ashtari,et al.  Hippocampal/amygdala volumes in geriatric depression , 1999, Psychological Medicine.

[62]  Godfrey D Pearlson,et al.  Mesial temporal lobe measurements on magnetic resonance imaging scans , 1998, Psychiatry Research: Neuroimaging.

[63]  George Bartzokis,et al.  Reliability of medial temporal lobe volume measurements using reformatted 3D images , 1998, Psychiatry Research: Neuroimaging.

[64]  C R Jack,et al.  Volumetric magnetic resonance imaging. Clinical applications and contributions to the understanding of temporal lobe epilepsy. , 1997, Archives of neurology.

[65]  M Ashtari,et al.  Bilateral reductions in hippocampal volume in adults with epilepsy and a history of febrile seizures , 1997, Journal of neurology, neurosurgery, and psychiatry.

[66]  Allan L. Reiss,et al.  Reliability and validity of MRI measurement of the amygdala and hippocampus in children with fragile X syndrome , 1997, Psychiatry Research: Neuroimaging.

[67]  A. Convit,et al.  Specific Hippocampal Volume Reductions in Individuals at Risk for Alzheimer’s Disease , 1997, Neurobiology of Aging.

[68]  M W Vannier,et al.  Three-dimensional hippocampal MR morphometry with high-dimensional transformation of a neuroanatomic atlas. , 1997, Radiology.

[69]  E. Bigler,et al.  Hippocampal volume in normal aging and traumatic brain injury. , 1997, AJNR. American journal of neuroradiology.

[70]  J. Csernansky,et al.  Hippocampal atrophy in recurrent major depression. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[71]  J. Rapoport,et al.  Quantitative MRI of the temporal lobe, amygdala, and hippocampus in normal human development: Ages 4–18 years , 1995, The Journal of comparative neurology.

[72]  S. Southwick,et al.  MRI-based measurement of hippocampal volume in patients with combat-related posttraumatic stress disorder. , 1995, The American journal of psychiatry.

[73]  C. Jack,et al.  MRI‐Based Hippocampal Volume Measurements in Epilepsy , 1994, Epilepsia.

[74]  H. Soininen,et al.  Volumetric MRI analysis of the amygdala and the hippocampus in subjects with age‐associated memory impairment , 1994, Neurology.

[75]  S Lehéricy,et al.  Amygdalohippocampal MR volume measurements in the early stages of Alzheimer disease. , 1994, AJNR. American journal of neuroradiology.

[76]  Edith V. Sullivan,et al.  Volumetric MRI assessment of temporal lobe structures in schizophrenia , 1994, Biological Psychiatry.

[77]  M. Albert,et al.  Temporal lobe regions on magnetic resonance imaging identify patients with early Alzheimer's disease. , 1993, Archives of neurology.

[78]  Jeffrey A. Lieberman,et al.  Hippocampus-amygdala volumes and psychopathology in chronic schizophrenia , 1993, Biological Psychiatry.

[79]  P. Scheltens,et al.  Atrophy of medial temporal lobes on MRI in "probable" Alzheimer's disease and normal ageing: diagnostic value and neuropsychological correlates. , 1992, Journal of neurology, neurosurgery, and psychiatry.

[80]  F Andermann,et al.  Anatomic basis of amygdaloid and hippocampal volume measurement by magnetic resonance imaging , 1992, Neurology.

[81]  M. LeMay,et al.  Abnormalities of the left temporal lobe and thought disorder in schizophrenia. A quantitative magnetic resonance imaging study. , 1992, The New England journal of medicine.

[82]  D R Fish,et al.  Hippocampal volumetric and morphometric studies in frontal and temporal lobe epilepsy. , 1992, Brain : a journal of neurology.

[83]  M. Philpot,et al.  Functional Imaging in Dementia , 1989 .