Literature DB >> 35668045

A combination model of AD biomarkers revealed by machine learning precisely predicts Alzheimer's dementia: China Aging and Neurodegenerative Initiative (CANDI) study.

Feng Gao1,2, Xinyi Lv1, Linbin Dai1,2, Qiong Wang1,2, Peng Wang3, Zhaozhao Cheng1, Qiang Xie4, Ming Ni4, Yan Wu1, Xianliang Chai1, Wenjing Wang1, Huaiyu Li1, Feng Yu1, Yuqin Cao1, Fang Tang1, Bo Pan4, Guoping Wang1, Kexue Deng3, Shicun Wang4, Qiqiang Tang1, Jiong Shi5, Yong Shen1,2.   

Abstract

INTRODUCTION: To test the utility of the "A/T/N" system in the Chinese population, we study core Alzheimer's disease (AD) biomarkers in a newly established Chinese cohort.
METHODS: A total of 411 participants were selected, including 96 cognitively normal individuals, 94 patients with mild cognitive impairment (MCI) patients, 173 patients with AD, and 48 patients with non-AD dementia. Fluid biomarkers were measured with single molecule array. Amyloid beta (Aβ) deposition was determined by 18 F-Flobetapir positron emission tomography (PET), and brain atrophy was quantified using magnetic resonance imaging (MRI).
RESULTS: Aβ42/Aβ40 was decreased, whereas levels of phosphorylated tau (p-tau) were increased in cerebrospinal fluid (CSF) and plasma from patients with AD. CSF Aβ42/Aβ40, CSF p-tau, and plasma p-tau showed a high concordance in discriminating between AD and non-AD dementia or elderly controls. A combination of plasma p-tau, apolipoprotein E (APOE) genotype, and MRI measures accurately predicted amyloid PET status. DISCUSSION: These results revealed a universal applicability of the "A/T/N" framework in a Chinese population and established an optimal diagnostic model consisting of cost-effective and non-invasive approaches for diagnosing AD.
© 2022 the Alzheimer's Association.

Entities:  

Keywords:  Alzheimer's disease; MRI; amyloid PET; fluid biomarker

Year:  2022        PMID: 35668045     DOI: 10.1002/alz.12700

Source DB:  PubMed          Journal:  Alzheimers Dement        ISSN: 1552-5260            Impact factor:   21.566


  1 in total

1.  Elevation of plasma phosphorylated tau181 during neurological illnesses affecting consciousness and kidney dysfunction.

Authors:  Poosanu Thanapornsangsuth; Tatchaporn Ongphichetmetha; Watayuth Luechaipanit; Pasin Hemachudha; Thiravat Hemachudha
Journal:  Alzheimers Dement (Amst)       Date:  2022-09-30
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.