Applying surface-based hippocampal morphometry to study APOE-E4 allele dose effects in cognitively unimpaired subjects

Qunxi Dong, Wen Zhang, Jianfeng Wu, Bolun Li, Emily H. Schron, Travis McMahon, Jie Shi, Boris A. Gutman, Kewei Chen, Leslie C. Baxter, Paul M. Thompson, Eric M. Reiman, Richard J. Caselli, Yalin Wang

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

Apolipoprotein E (APOE) e4 is the major genetic risk factor for late-onset Alzheimer's disease (AD). The dose-dependent impact of this allele on hippocampal volumes has been documented, but its influence on general hippocampal morphology in cognitively unimpaired individuals is still elusive. Capitalizing on the study of a large number of cognitively unimpaired late middle aged and older adults with two, one and no APOE-e4 alleles, the current study aims to characterize the ability of our automated surface-based hippocampal morphometry algorithm to distinguish between these three levels of genetic risk for AD and demonstrate its superiority to a commonly used hippocampal volume measurement. We examined the APOE-e4 dose effect on cross-sectional hippocampal morphology analysis in a magnetic resonance imaging (MRI) database of 117 cognitively unimpaired subjects aged between 50 and 85 years (mean = 57.4, SD = 6.3), including 36 heterozygotes (e3/e4), 37 homozygotes (e4/e4) and 44 non-carriers (e3/e3). The proposed automated framework includes hippocampal surface segmentation and reconstruction, higher-order hippocampal surface correspondence computation, and hippocampal surface deformation analysis with multivariate statistics. In our experiments, the surface-based method identified APOE-e4 dose effects on the left hippocampal morphology. Compared to the widely-used hippocampal volume measure, our hippocampal morphometry statistics showed greater statistical power by distinguishing cognitively unimpaired subjects with two, one, and no APOE-e4 alleles. Our findings mirrored previous studies showing that APOE-e4 has a dose effect on the acceleration of brain structure deformities. The results indicated that the proposed surface-based hippocampal morphometry measure is a potential preclinical AD imaging biomarker for cognitively unimpaired individuals.

Original languageEnglish (US)
Article number101744
JournalNeuroImage: Clinical
Volume22
DOIs
StatePublished - Jan 1 2019

Fingerprint

Apolipoprotein E4
Apolipoproteins E
Alleles
Alzheimer Disease
Aptitude
Homozygote
Heterozygote
Multivariate Analysis
Biomarkers
Magnetic Resonance Imaging
Databases
Brain

Keywords

  • Alzheimer's disease
  • APOE-e4
  • Cognitively unimpaired
  • Hippocampal morphometry
  • Magnetic resonance imaging (MRI)

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging
  • Neurology
  • Clinical Neurology
  • Cognitive Neuroscience

Cite this

Applying surface-based hippocampal morphometry to study APOE-E4 allele dose effects in cognitively unimpaired subjects. / Dong, Qunxi; Zhang, Wen; Wu, Jianfeng; Li, Bolun; Schron, Emily H.; McMahon, Travis; Shi, Jie; Gutman, Boris A.; Chen, Kewei; Baxter, Leslie C.; Thompson, Paul M.; Reiman, Eric M.; Caselli, Richard J.; Wang, Yalin.

In: NeuroImage: Clinical, Vol. 22, 101744, 01.01.2019.

Research output: Contribution to journalArticle

Dong, Q, Zhang, W, Wu, J, Li, B, Schron, EH, McMahon, T, Shi, J, Gutman, BA, Chen, K, Baxter, LC, Thompson, PM, Reiman, EM, Caselli, RJ & Wang, Y 2019, 'Applying surface-based hippocampal morphometry to study APOE-E4 allele dose effects in cognitively unimpaired subjects', NeuroImage: Clinical, vol. 22, 101744. https://doi.org/10.1016/j.nicl.2019.101744
Dong, Qunxi ; Zhang, Wen ; Wu, Jianfeng ; Li, Bolun ; Schron, Emily H. ; McMahon, Travis ; Shi, Jie ; Gutman, Boris A. ; Chen, Kewei ; Baxter, Leslie C. ; Thompson, Paul M. ; Reiman, Eric M. ; Caselli, Richard J. ; Wang, Yalin. / Applying surface-based hippocampal morphometry to study APOE-E4 allele dose effects in cognitively unimpaired subjects. In: NeuroImage: Clinical. 2019 ; Vol. 22.
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abstract = "Apolipoprotein E (APOE) e4 is the major genetic risk factor for late-onset Alzheimer's disease (AD). The dose-dependent impact of this allele on hippocampal volumes has been documented, but its influence on general hippocampal morphology in cognitively unimpaired individuals is still elusive. Capitalizing on the study of a large number of cognitively unimpaired late middle aged and older adults with two, one and no APOE-e4 alleles, the current study aims to characterize the ability of our automated surface-based hippocampal morphometry algorithm to distinguish between these three levels of genetic risk for AD and demonstrate its superiority to a commonly used hippocampal volume measurement. We examined the APOE-e4 dose effect on cross-sectional hippocampal morphology analysis in a magnetic resonance imaging (MRI) database of 117 cognitively unimpaired subjects aged between 50 and 85 years (mean = 57.4, SD = 6.3), including 36 heterozygotes (e3/e4), 37 homozygotes (e4/e4) and 44 non-carriers (e3/e3). The proposed automated framework includes hippocampal surface segmentation and reconstruction, higher-order hippocampal surface correspondence computation, and hippocampal surface deformation analysis with multivariate statistics. In our experiments, the surface-based method identified APOE-e4 dose effects on the left hippocampal morphology. Compared to the widely-used hippocampal volume measure, our hippocampal morphometry statistics showed greater statistical power by distinguishing cognitively unimpaired subjects with two, one, and no APOE-e4 alleles. Our findings mirrored previous studies showing that APOE-e4 has a dose effect on the acceleration of brain structure deformities. The results indicated that the proposed surface-based hippocampal morphometry measure is a potential preclinical AD imaging biomarker for cognitively unimpaired individuals.",
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AU - Schron, Emily H.

AU - McMahon, Travis

AU - Shi, Jie

AU - Gutman, Boris A.

AU - Chen, Kewei

AU - Baxter, Leslie C.

AU - Thompson, Paul M.

AU - Reiman, Eric M.

AU - Caselli, Richard J.

AU - Wang, Yalin

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AB - Apolipoprotein E (APOE) e4 is the major genetic risk factor for late-onset Alzheimer's disease (AD). The dose-dependent impact of this allele on hippocampal volumes has been documented, but its influence on general hippocampal morphology in cognitively unimpaired individuals is still elusive. Capitalizing on the study of a large number of cognitively unimpaired late middle aged and older adults with two, one and no APOE-e4 alleles, the current study aims to characterize the ability of our automated surface-based hippocampal morphometry algorithm to distinguish between these three levels of genetic risk for AD and demonstrate its superiority to a commonly used hippocampal volume measurement. We examined the APOE-e4 dose effect on cross-sectional hippocampal morphology analysis in a magnetic resonance imaging (MRI) database of 117 cognitively unimpaired subjects aged between 50 and 85 years (mean = 57.4, SD = 6.3), including 36 heterozygotes (e3/e4), 37 homozygotes (e4/e4) and 44 non-carriers (e3/e3). The proposed automated framework includes hippocampal surface segmentation and reconstruction, higher-order hippocampal surface correspondence computation, and hippocampal surface deformation analysis with multivariate statistics. In our experiments, the surface-based method identified APOE-e4 dose effects on the left hippocampal morphology. Compared to the widely-used hippocampal volume measure, our hippocampal morphometry statistics showed greater statistical power by distinguishing cognitively unimpaired subjects with two, one, and no APOE-e4 alleles. Our findings mirrored previous studies showing that APOE-e4 has a dose effect on the acceleration of brain structure deformities. The results indicated that the proposed surface-based hippocampal morphometry measure is a potential preclinical AD imaging biomarker for cognitively unimpaired individuals.

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