Katharina Brueggen1, Martin Dyrba2, Arturo Cardenas-Blanco3, Anja Schneider4,5, Klaus Fliessbach5, Katharina Buerger6,7, Daniel Janowitz6, Oliver Peters8,9, Felix Menne8, Josef Priller9,10, Eike Spruth10, Jens Wiltfang11,12, Ruth Vukovich11, Christoph Laske13,14, Martina Buchmann13,14, Michael Wagner4,5, Sandra Röske4, Annika Spottke4,15, Janna Rudolph4, Coraline D Metzger3,16,17, Ingo Kilimann2,18, Laura Dobisch16, Emrah Düzel3,16, Frank Jessen4,19, Stefan J Teipel2,18. 1. German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany. katharina.brueggen@dzne.de. 2. German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany. 3. German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany. 4. German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany. 5. Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany. 6. Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany. 7. German Center for Neurodegenerative Diseases (DZNE), Munich, Germany. 8. Institute of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, and Berlin Institute of Health, Berlin, Germany. 9. German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany. 10. Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany. 11. Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Göttingen, Germany. 12. German Center for Neurodegenerative Diseases (DZNE), Göttingen, Germany. 13. Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany. 14. German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany. 15. Department of Neurology, University of Bonn, Bonn, Germany. 16. Institute of Cognitive Neurology and Dementia Research (IKND), Otto-Von-Guericke University, Magdeburg, Germany. 17. Department of Psychiatry and Psychotherapy, Otto-Von-Guericke University, Magdeburg, Germany. 18. Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany. 19. Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany.
Abstract
INTRODUCTION: Subjective cognitive decline (SCD) can represent a preclinical stage of Alzheimer's disease. Diffusion tensor imaging (DTI) could aid an early diagnosis, yet only few monocentric DTI studies in SCD have been conducted, reporting heterogeneous results. We investigated microstructural changes in SCD in a larger, multicentric cohort. METHODS: 271 participants with SCD, mild cognitive impairment (MCI) or Alzheimer's dementia (AD) and healthy controls (CON) were included, recruited prospectively at nine centers of the observational DELCODE study. DTI was acquired using identical protocols. Using voxel-based analyses, we investigated fractional anisotropy (FA), mean diffusivity (MD) and mode (MO) in the white matter (WM). Discrimination accuracy was determined by cross-validated elastic-net penalized regression. Center effects were explored using variance analyses. RESULTS: MO and FA were lower in SCD compared to CON in several anterior and posterior WM regions, including the anterior corona radiata, superior and inferior longitudinal fasciculus, cingulum and splenium of the corpus callosum (p < 0.01, uncorrected). MD was higher in the superior and inferior longitudinal fasciculus, cingulum and superior corona radiata (p < 0.01, uncorrected). The cross-validated accuracy for discriminating SCD from CON was 67% (p < 0.01). As expected, the AD and MCI groups had higher MD and lower FA and MO in extensive regions, including the corpus callosum and temporal brain regions. Within these regions, center accounted for 3-15% of the variance. CONCLUSIONS: DTI revealed subtle WM alterations in SCD that were intermediate between those in MCI and CON and may be useful to detect individuals with an increased risk for AD in clinical studies.
INTRODUCTION: Subjective cognitive decline (SCD) can represent a preclinical stage of Alzheimer's disease. Diffusion tensor imaging (DTI) could aid an early diagnosis, yet only few monocentric DTI studies in SCD have been conducted, reporting heterogeneous results. We investigated microstructural changes in SCD in a larger, multicentric cohort. METHODS: 271 participants with SCD, mild cognitive impairment (MCI) or Alzheimer's dementia (AD) and healthy controls (CON) were included, recruited prospectively at nine centers of the observational DELCODE study. DTI was acquired using identical protocols. Using voxel-based analyses, we investigated fractional anisotropy (FA), mean diffusivity (MD) and mode (MO) in the white matter (WM). Discrimination accuracy was determined by cross-validated elastic-net penalized regression. Center effects were explored using variance analyses. RESULTS: MO and FA were lower in SCD compared to CON in several anterior and posterior WM regions, including the anterior corona radiata, superior and inferior longitudinal fasciculus, cingulum and splenium of the corpus callosum (p < 0.01, uncorrected). MD was higher in the superior and inferior longitudinal fasciculus, cingulum and superior corona radiata (p < 0.01, uncorrected). The cross-validated accuracy for discriminating SCD from CON was 67% (p < 0.01). As expected, the AD and MCI groups had higher MD and lower FA and MO in extensive regions, including the corpus callosum and temporal brain regions. Within these regions, center accounted for 3-15% of the variance. CONCLUSIONS: DTI revealed subtle WM alterations in SCD that were intermediate between those in MCI and CON and may be useful to detect individuals with an increased risk for AD in clinical studies.
Authors: Marilyn S Albert; Steven T DeKosky; Dennis Dickson; Bruno Dubois; Howard H Feldman; Nick C Fox; Anthony Gamst; David M Holtzman; William J Jagust; Ronald C Petersen; Peter J Snyder; Maria C Carrillo; Bill Thies; Creighton H Phelps Journal: Alzheimers Dement Date: 2011-04-21 Impact factor: 21.566
Authors: Susumu Mori; Kenichi Oishi; Hangyi Jiang; Li Jiang; Xin Li; Kazi Akhter; Kegang Hua; Andreia V Faria; Asif Mahmood; Roger Woods; Arthur W Toga; G Bruce Pike; Pedro Rosa Neto; Alan Evans; Jiangyang Zhang; Hao Huang; Michael I Miller; Peter van Zijl; John Mazziotta Journal: Neuroimage Date: 2008-01-03 Impact factor: 6.556
Authors: Frank Jessen; Rebecca E Amariglio; Martin van Boxtel; Monique Breteler; Mathieu Ceccaldi; Gaël Chételat; Bruno Dubois; Carole Dufouil; Kathryn A Ellis; Wiesje M van der Flier; Lidia Glodzik; Argonde C van Harten; Mony J de Leon; Pauline McHugh; Michelle M Mielke; Jose Luis Molinuevo; Lisa Mosconi; Ricardo S Osorio; Audrey Perrotin; Ronald C Petersen; Laura A Rabin; Lorena Rami; Barry Reisberg; Dorene M Rentz; Perminder S Sachdev; Vincent de la Sayette; Andrew J Saykin; Philip Scheltens; Melanie B Shulman; Melissa J Slavin; Reisa A Sperling; Robert Stewart; Olga Uspenskaya; Bruno Vellas; Pieter Jelle Visser; Michael Wagner Journal: Alzheimers Dement Date: 2014-05-03 Impact factor: 21.566
Authors: Stefan J Teipel; Michel J Grothe; Massimo Filippi; Andreas Fellgiebel; Martin Dyrba; Giovanni B Frisoni; Thomas Meindl; Arun L W Bokde; Harald Hampel; Stefan Klöppel; Karlheinz Hauenstein Journal: J Alzheimers Dis Date: 2014 Impact factor: 4.472
Authors: Gwenaëlle Douaud; Ricarda A L Menke; Achim Gass; Andreas U Monsch; Anil Rao; Brandon Whitcher; Giovanna Zamboni; Paul M Matthews; Marc Sollberger; Stephen Smith Journal: J Neurosci Date: 2013-01-30 Impact factor: 6.167
Authors: Wenna Duan; Parshant Sehrawat; Tony D Zhou; James T Becker; Oscar L Lopez; H Michael Gach; Weiying Dai Journal: J Alzheimers Dis Date: 2022 Impact factor: 4.160
Authors: Meret Herdick; Martin Dyrba; Hans-Christian J Fritz; Slawek Altenstein; Tommaso Ballarini; Frederic Brosseron; Katharina Buerger; Arda Can Cetindag; Peter Dechent; Laura Dobisch; Emrah Duezel; Birgit Ertl-Wagner; Klaus Fliessbach; Silka Dawn Freiesleben; Ingo Frommann; Wenzel Glanz; John Dylan 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 Jakob Spruth; Maike Tscheuschler; Ruth Vukovich; Jens Wiltfang; Frank Jessen; Stefan Teipel; Michel J Grothe Journal: Neuroimage Clin Date: 2020-11-11 Impact factor: 4.881
Authors: Solène Ferreira; Kimberley A Pitman; Shiwei Wang; Benjamin S Summers; Nicole Bye; Kaylene M Young; Carlie L Cullen Journal: J Neurosci Res Date: 2020-06-18 Impact factor: 4.164