Abnormal global functional network connectivity and its relationship to medial temporal atrophy in patients with amnestic mild cognitive impairment

PLoS One. 2017 Jun 26;12(6):e0179823. doi: 10.1371/journal.pone.0179823. eCollection 2017.

Abstract

Background: Amnestic mild cognitive impairment (aMCI), which is recently considered as a high risk status for developing Alzheimer's disease (AD), manifests with gray matter atrophy and increased focal functional activity in the medial temporal lobe (MTL). However, the abnormalities of whole-brain functional network connectivity in aMCI and its relationship to medial temporal atrophy (MTA) remain unknown.

Methods: In this study, thirty-six aMCI patients and thirty-five healthy controls (HCs) were recruited. Neuropsychological assessments and MTA visual rating scaling were carried out on all participants. Furthermore, whole brain functional network was constructed at voxel level, and functional connectivity strength (FCS) was computed as the sum of the connections for each node to capture its global integrity. General linear model was used to analyze the FCS values differences between aMCI and HCs. Then, the regions showing significant FCS differences were adopted as the imaging markers for discriminative analysis. Finally, the relationship between FCS values and clinical cognitive scores was correlated in patients with aMCI.

Results: Comparing to HCs, aMCI exhibited significant atrophy in the MTL, while higher FCS values within the bilateral MTL regions and orbitofrontal cortices. Notably, the right hippocampus had the highest classification power, with the area under receiver operating characteristics (ROC) curve (AUC) of 0.790 (confidence interval: 0.678, 0.901). Moreover, FCS values of the right hippocampus and the left temporal pole were positively correlated with the cognitive performance in aMCI.

Conclusion: This study demonstrated significantly structural atrophy and raised global functional integrity in the MTL, suggesting simultaneous disruption and compensation in prodromal AD. Increased intrinsic functional connectivity in the MTL may have the potential to discriminate subjects with tendency to develop AD.

Publication types

  • Validation Study

MeSH terms

  • Aged
  • Alzheimer Disease / etiology
  • Alzheimer Disease / pathology
  • Alzheimer Disease / physiopathology
  • Amnesia / diagnostic imaging
  • Amnesia / pathology*
  • Amnesia / physiopathology
  • Atrophy
  • Brain / diagnostic imaging
  • Brain / pathology
  • Brain / physiopathology
  • Brain Mapping
  • Case-Control Studies
  • Cognitive Dysfunction / diagnostic imaging
  • Cognitive Dysfunction / pathology*
  • Cognitive Dysfunction / physiopathology
  • Discriminant Analysis
  • Female
  • Functional Neuroimaging
  • Humans
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Neuropsychological Tests
  • Risk Factors
  • Temporal Lobe / diagnostic imaging
  • Temporal Lobe / pathology*
  • Temporal Lobe / physiopathology

Grants and funding

This article was supported by the National Key Research and Development Program of China (2016YFC1306300), National Natural Science Foundation of China (Grant No. 31371007, 81430037, 61633018), Beijing Nature Science Foundation (7161009), Beijing Municipal Science & Technology Commission (Z131100006813022, Z161100002616020), Fundamental and Clinical Cooperative Research Program of Capital Medical University (16JL-L08), which were received by Dr. Ying Han. Dr. Yan Lu is the receiver of Beijing Municipal Science & Technology Commission (Z141107002514116). Dr. Mingrui Xia is the receiver of National Natural Science Foundation of China (Grant No. 81401479, 81671767). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.