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

Human Brain Mapping

Volumn 36, Issue 9, 2015, Pages 3516-3527

  Marizzoni, Moira ^a   Antelmi, Luigi ^b   Bosch, Beatriz ^c   Bartrés Faz, David ^c   Müller, Bernhard W ^d   Wiltfang, Jens ^e   Fiedler, Ute ^d   Roccatagliata, Luca ^f,g   Picco, Agnese ^g   Nobili, Flavio ^g   Blin, Olivier ^h   Bombois, Stephanie ⁱ   Lopes, Renaud ⁱ   Sein, Julien ^h   Ranjeva, Jean Philippe ^h   Didic, Mira ^j,k   Gros Dagnac, Hélène ^l,m   Payoux, Pierre ^l,m   Zoccatelli, Giada ⁿ   Alessandrini, Franco ⁿ   Beltramello, Alberto ⁿ   Bargalló, Núria ^o   Ferretti, Antonio ^p   Caulo, Massimo ^p   Aiello, Marco ^q   Cavaliere, Carlo ^q   Soricelli, Andrea ^q,r   Salvadori, Nicola ^s   Parnetti, Lucilla ^s   Tarducci, Roberto ^t   Floridi, Piero ^t   Tsolaki, Magda ^u   Constantinidis, Manos ^v   Drevelegas, Antonios ^u,v   Rossini, Paolo Maria ^w,x   Marra, Camillo ^w   Hoffmann, Karl Titus ^y   Hensch, Tilman ^y   Schönknecht, Peter ^y   Kuijer, Joost P ^z   Visser, Pieter Jelle ^aa   Barkhof, Frederik ^z   Bordet, Régis ⁱ   Frisoni, Giovanni B ^a,b   Jovicich, Jorge ^ab   more..

^a IRCCS ISTITUTO CENTRO SAN GIOVANNI DI DIO FATEBENEFRATELLI   (Italy)

^b UNIVERSITY OF GENEVA   (Switzerland)

^c UNIVERSITY OF BARCELONA   (Spain)

^d UNIVERSITY OF DUISBURG ESSEN   (Germany)

^e UNIVERSITY MEDICAL CENTER GÖTTINGEN   (Germany)

^f UNIVERSITY OF GENOA   (Italy)

^g UNIVERSITY OF GENOA   (Italy)

^h AIX MARSEILLE UNIVERSITY   (France)

ⁱ CHU Lille   (France)

^j TIMONE HOSPITAL   (France)

^k AIX MARSEILLE UNIVERSITÉ   (France)

^l INSERM   (France)

^m UNIVERSITÉ PAUL SABATIER   (France)

ⁿ UNIVERSITY HOSPITAL OF VERONA   (Italy)

^o INSTITUT D INVESTIGACIONS BIOMÈDIQUES AUGUST PI I SUNYER IDIBAPS   (Spain)

^p UNIVERSITY OF CHIETI   (Italy)

^q IRCCS SDN   (Italy)

^r UNIVERSITY OF NAPLES PARTHENOPE   (Italy)

^s UNIVERSITY OF PERUGIA   (Italy)

^t Perugia General Hospital   (Italy)

^u ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^v Interbalkan Medical Center of Thessaloniki   (Greece)

^w CATHOLIC UNIVERSITY   (Italy)

^x IRCSS S Raffaele   (Italy)

^y UNIVERSITY HOSPITAL LEIPZIG   (Germany)

^z VU UNIVERSITY MEDICAL CENTER   (Netherlands)

^aa MAASTRICHT UNIVERSITY   (Netherlands)

^ab UNIVERSITY OF TRENTO   (Italy)

more..

Author keywords

Freesurfer; Hippocampus; Test retest reproducibility; Within session T1 averaging

Indexed keywords

ADULT; AGED; AGING; ARTICLE; BRAIN; BRAIN SIZE; DENTATE GYRUS; DENTATE HILUS; FEMALE; HIPPOCAMPAL CA2 REGION; HIPPOCAMPAL CA3 REGION; HIPPOCAMPUS; HUMAN; IMAGE PROCESSING; IMAGING SOFTWARE; LONGITUDINAL STUDY; MALE; MIDDLE AGED; MULTICENTER STUDY; NEUROIMAGING; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; PRIORITY JOURNAL; REPRODUCIBILITY; STATISTICAL ANALYSIS; SUBICULUM; TEST RETEST RELIABILITY; ANATOMY AND HISTOLOGY; AUTOMATED PATTERN RECOGNITION; CLINICAL TRIAL; COMPUTER PROGRAM; EUROPE; EVALUATION STUDY; ORGAN SIZE; PATHOLOGY; PROCEDURES;

AGED; AGING; EUROPE; FEMALE; HIPPOCAMPUS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LONGITUDINAL STUDIES; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; ORGAN SIZE; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SOFTWARE;

EID: 84939465148     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22859     Document Type: Article

References (37)

1. Apostolova LG, Mosconi L, Thompson PM, Green AE, Hwang KS, Ramirez A, Mistur R, Tsui WH, de Leon MJ (2010a): Subregional hippocampal atrophy predicts alzheimer's dementia in the cognitively normal. Neurobiol Aging 31:1077-1088.
2. Apostolova LG, Thompson PM, Green AE, Hwang KS, Zoumalan C, Jack CR, Harvey DJ, Petersen RC, Thal LJ, Aisen PS, Toga AW, Cummings JL, Decarli CS (2010b): 3D comparison of low, intermediate, and advanced hippocampal atrophy in MCI. Hum Brain Mapp 31:786-797.
3. Burgess N, Maguire EA, O'Keefe J (2002): The human hippocampus and spatial and episodic memory. Neuron 35:625-641.
4. Callen DJ, Black SE, Gao F, Caldwell CB, Szalai JP (2001): Beyond the hippocampus: MRI volumetry confirms widespread limbic atrophy in AD. Neurology 57:1669-1674.
5. Chételat G, Fouquet M, Kalpouzos G, Denghien I, De la Sayette V, Viader F, Mézenge F, Landeau B, Baron JC, Eustache F, Desgranges B (2008): Three-dimensional surface mapping of hippocampal atrophy progression from MCI to AD and over normal aging as assessed using voxel-based morphometry. Neuropsychologia 46:1721-1731.
6. Dale AM, Fischl B, Sereno MI (1999): Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 9:179-194.
7. de Flores R, La Joie R, Landeau B, Perrotin A, Mézenge F, de La Sayette V, Eustache F, Desgranges B, Chételat G (2014): Effects of age and alzheimer's disease on hippocampal subfields: Comparison between manual and freesurfer volumetry. Hum Brain Mapp 36:463-474.
8. Fischl B, Salat DH, Busa E, Albert M, Dieterich M, Haselgrove C, van der Kouwe A, Killiany R, Kennedy D, Klaveness S, Montillo A, Makris N, Rosen B, Dale AM (2002): Whole brain segmentation: Automated labeling of neuroanatomical structures in the human brain. Neuron 33:341-355.
9. Fischl B, van der Kouwe A, Destrieux C, Halgren E, Ségonne F, Salat DH, Busa E, Seidman LJ, Goldstein J, Kennedy D, Caviness V, Makris N, Rosen B, Dale AM (2004): Automatically parcellating the human cerebral cortex. Cereb Cortex 14:11-22.
10. Frisoni GB, Fox NC, Jack CR, Scheltens P, Thompson PM (2010): The clinical use of structural MRI in alzheimer disease. Nat Rev Neurol 6:67-77.
11. Frisoni GB, Ganzola R, Canu E, Rüb U, Pizzini FB, Alessandrini F, Zoccatelli G, Beltramello A, Caltagirone C, Thompson PM (2008): Mapping local hippocampal changes in alzheimer's disease and normal ageing with MRI at 3 tesla. Brain 131:3266-3276.
12. Gogtay N, Nugent TF, Herman DH, Ordonez A, Greenstein D, Hayashi KM, Clasen L, Toga AW, Giedd JN, Rapoport JL, Thompson PM (2006): Dynamic mapping of normal human hippocampal development. Hippocampus 16:664-672.
13. Han X, Jovicich J, Salat D, van der Kouwe A, Quinn B, Czanner S, Busa E, Pacheco J, Albert M, Killiany R, Maguire P, Rosas D, Makris N, Dale A, Dickerson B, Fischl B (2006): Reliability of MRI-derived measurements of human cerebral cortical thickness: The effects of field strength, scanner upgrade and manufacturer. Neuroimage 32:180-194.
14. Hanseeuw BJ, Van Leemput K, Kavec M, Grandin C, Seron X, Ivanoiu A (2011): Mild cognitive impairment: Differential atrophy in the hippocampal subfields. Am J Neuroradiol 32:1658-1661.
15. Haukvik UK, Westlye LT, Mørch-Johnsen L, Jørgensen KN, Lange EH, Dale AM, Melle I, Andreassen OA, Agartz I (2015): In vivo hippocampal subfield volumes in schizophrenia and bipolar disorder. Biol Psychiatry 77:581-588.
16. Jovicich J, Czanner S, Han X, Salat D, van der Kouwe A, Quinn B, Pacheco J, Albert M, Killiany R, Blacker D, Maguire P, Rosas D, Makris N, Gollub R, Dale A, Dickerson BC, Fischl B (2009): MRI-derived measurements of human subcortical, ventricular and intracranial brain volumes: Reliability effects of scan sessions, acquisition sequences, data analyses, scanner upgrade, scanner vendors and field strengths. Neuroimage 46:177-192.
17. Jovicich J, Marizzoni M, Bosch B, Bartrés-Faz D, Arnold J, Benninghoff J, Wiltfang J, Roccatagliata L, Picco A, Nobili F, Blin O, Bombois S, Lopes R, Bordet R, Chanoine V, Ranjeva JP, Didic M, Gros-Dagnac H, Payoux P, Zoccatelli G, Alessandrini F, Beltramello A, Bargalló N, Ferretti A, Caulo M, Aiello M, Ragucci M, Soricelli A, Salvadori N, Tarducci R, Floridi P, Tsolaki M, Constantinidis M, Drevelegas A, Rossini PM, Marra C, Otto J, Reiss-Zimmermann M, Hoffmann KT, Galluzzi S, Frisoni GB, Consortium TP (2014): Multisite longitudinal reliability of tract-based spatial statistics in diffusion tensor imaging of healthy elderly subjects. Neuroimage 101C:390-403.
18. Jovicich J, Marizzoni M, Sala-Llonch R, Bosch B, Bartrés-Faz D, Arnold J, Benninghoff J, Wiltfang J, Roccatagliata L, Nobili F, Hensch T, Tränkner A, Schönknecht P, Leroy M, Lopes R, Bordet R, Chanoine V, Ranjeva JP, Didic M, Gros-Dagnac H, Payoux P, Zoccatelli G, Alessandrini F, Beltramello A, Bargalló N, Blin O, Frisoni GB, Consortium P (2013): Brain morphometry reproducibility in multi-center 3T MRI studies: A comparison of cross-sectional and longitudinal segmentations. Neuroimage 83:472-484.
19. Kaplan R, Horner AJ, Bandettini PA, Doeller CF, Burgess N (2014): Human hippocampal processing of environmental novelty during spatial navigation. Hippocampus 24:740-750.
20. Khan W, Westman E, Jones N, Wahlund LO, Mecocci P, Vellas B, Tsolaki M, Kłoszewska I, Soininen H, Spenger C, Lovestone S, Muehlboeck JS, Simmons A; For the AddNeuroMed Consortium and for the Alzheimer's Disease Neuroimaging Initiative (2014): Automated hippocampal subfield measures as predictors of conversion from mild cognitive impairment to alzheimer's disease in two independent cohorts (in press).
21. Kostić VS, Filippi M (2011): Neuroanatomical correlates of depression and apathy in parkinson's disease: Magnetic resonance imaging studies. J Neurol Sci 310:61-63.
22. Krogsrud SK, Tamnes CK, Fjell AM, Amlien I, Grydeland H, Sulutvedt U, Due-Tønnessen P, Bjørnerud A, Sølsnes AE, Håberg AK, Skrane J, Walhovd KB (2014): Development of hippocampal subfield volumes from 4 to 22 years. Hum Brain Mapp 35:5646-5657.
23. Kühn S, Musso F, Mobascher A, Warbrick T, Winterer G, Gallinat J (2012): Hippocampal subfields predict positive symptoms in schizophrenia: First evidence from brain morphometry. Transl Psychiatry 2:e127
24. La Joie R, Fouquet M, Mézenge F, Landeau B, Villain N, Mevel K, Pélerin A, Eustache F, Desgranges B, Chételat G (2010): Differential effect of age on hippocampal subfields assessed using a new high-resolution 3T MR sequence. Neuroimage 53:506-514.
25. Levitt JJ, Bobrow L, Lucia D, Srinivasan P (2010): A selective review of volumetric and morphometric imaging in schizophrenia. Curr Top Behav Neurosci 4:243-281.
26. Maruszak A, Thuret S (2014): Why looking at the whole hippocampus is not enough-a critical role for anteroposterior axis, subfield and activation analyses to enhance predictive value of hippocampal changes for alzheimer's disease diagnosis. Front Cell Neurosci 8:95.
27. Mueller SG, Stables L, Du AT, Schuff N, Truran D, Cashdollar N, Weiner MW (2007): Measurement of hippocampal subfields and age-related changes with high resolution MRI at 4T. Neurobiol Aging 28:719-726.
28. Pluta J, Yushkevich P, Das S, Wolk D (2012): In vivo analysis of hippocampal subfield atrophy in mild cognitive impairment via semi-automatic segmentation of T2-weighted MRI. J Alzheimers Dis 31:85-99.
29. Reuter M, Schmansky NJ, Rosas HD, Fischl B (2012): Within-subject template estimation for unbiased longitudinal image analysis. Neuroimage 61:1402-1418.
30. Rolls ET (1996): A theory of hippocampal function in memory. Hippocampus 6:601-620.
31. Schönheit B, Zarski R, Ohm TG (2004): Spatial and temporal relationships between plaques and tangles in Alzheimer-pathology. Neurobiol Aging 25:697-711.
32. Selvaraj S, Arnone D, Job D, Stanfield A, Farrow TF, Nugent AC, Scherk H, Gruber O, Chen X, Sachdev PS, Dickstein DP, Malhi GS, Ha TH, Ha K, Phillips ML, McIntosh AM (2012): Grey matter differences in bipolar disorder: A meta-analysis of voxel-based morphometry studies. Bipolar Disord 14:135-145.
33. Squire LR, Ojemann JG, Miezin FM, Petersen SE, Videen TO, Raichle ME (1992): Activation of the hippocampus in normal humans: A functional anatomical study of memory. Proc Natl Acad Sci USA 89:1837-1841.
34. Teicher MH, Anderson CM, Polcari A (2012): Childhood maltreatment is associated with reduced volume in the hippocampal subfields ca3, dentate gyrus, and subiculum. Proc Natl Acad Sci USA, 109:E563-E572.
35. Van Leemput K, Bakkour A, Benner T, Wiggins G, Wald LL, Augustinack J, Dickerson BC, Golland P, Fischl B (2009): Automated segmentation of hippocampal subfields from ultra-high resolution in vivo MRI. Hippocampus 19:549-557.
36. Wang Z, Neylan TC, Mueller SG, Lenoci M, Truran D, Marmar CR, Weiner MW, Schuff N (2010): Magnetic resonance imaging of hippocampal subfields in posttraumatic stress disorder. Arch Gen Psychiatry 67:296-303.
37. Yushkevich PA, Amaral RS, Augustinack JC, Bender AR, Bernstein JD, Boccardi M, Bocchetta M, Burggren AC, Carr VA, Mallar Chakravarty M, Chetelat G, Daugherty AM, Davachi L, Ding SL, Ekstrom A, Geerlings MI, Hassan A, Huang Y, Eugenio Iglesias J, La Joie R, Kerchner GA, LaRocque KF, Libby LA, Malykhin N, Mueller SG, Olsen RK, Palombo DJ, Parekh MB, Pluta JB, Preston AR, Pruessner JC, Ranganath C, Raz N, Schlichting ML, Schoemaker D, Singh S, Stark CE, Suthana N, Tompary A, Turowski MM, Van Leemput K, Wagner AD, Wang L, Winterburn JL, Wisse LE, Yassa MA, Zeineh MM; Hippocampal Subfields Group (2015): Quantitative comparison of 21 protocols for labeling hippocampal subfields and parahippocampal subregions in in vivo MRI: Towards a harmonized segmentation protocol. Neuroimage 111:526-541.