TY - JOUR
T1 - Structural integrity in subjective cognitive decline, mild cognitive impairment and Alzheimer’s disease based on multicenter diffusion tensor imaging
AU - the DELCODE study group
AU - Brueggen, Katharina
AU - Dyrba, Martin
AU - Cardenas-Blanco, Arturo
AU - Schneider, Anja
AU - Fliessbach, Klaus
AU - Buerger, Katharina
AU - Janowitz, Daniel
AU - Peters, Oliver
AU - Menne, Felix
AU - Priller, Josef
AU - Spruth, Eike
AU - Wiltfang, Jens
AU - Vukovich, Ruth
AU - Laske, Christoph
AU - Buchmann, Martina
AU - Wagner, Michael
AU - Röske, Sandra
AU - Spottke, Annika
AU - Rudolph, Janna
AU - Metzger, Coraline D.
AU - Kilimann, Ingo
AU - Dobisch, Laura
AU - Düzel, Emrah
AU - Jessen, Frank
AU - Teipel, Stefan J.
N1 - Publisher Copyright:
© 2019, Springer-Verlag GmbH Germany, part of Springer Nature.
PY - 2019/10/1
Y1 - 2019/10/1
N2 - 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.
AB - 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.
KW - Alzheimer’s disease
KW - Diagnosis
KW - Diffusion tensor imaging
KW - Multicenter
KW - Subjective cognitive decline
KW - White matter
UR - http://www.scopus.com/inward/record.url?scp=85067889794&partnerID=8YFLogxK
U2 - 10.1007/s00415-019-09429-3
DO - 10.1007/s00415-019-09429-3
M3 - Article
C2 - 31227891
AN - SCOPUS:85067889794
SN - 0340-5354
VL - 266
SP - 2465
EP - 2474
JO - Journal of Neurology
JF - Journal of Neurology
IS - 10
ER -