Literature DB >> 29154285

Prediction of Alzheimer's Dementia in Patients with Amnestic Mild Cognitive Impairment in Clinical Routine: Incremental Value of Biomarkers of Neurodegeneration and Brain Amyloidosis Added Stepwise to Cognitive Status.

Catharina Lange1,2, Per Suppa1,3, Uwe Pietrzyk2,4, Marcus R Makowski5, Lothar Spies3, Oliver Peters6, Ralph Buchert1,7.   

Abstract

The aim of this study was to evaluate the incremental benefit of biomarkers for prediction of Alzheimer's disease dementia (ADD) in patients with mild cognitive impairment (MCI) when added stepwise in the order of their collection in clinical routine. The model started with cognitive status characterized by the ADAS-13 score. Hippocampus volume (HV), cerebrospinal fluid (CSF) phospho-tau (pTau), and the FDG t-sum score in an AD meta-region-of-interest were compared as neurodegeneration markers. CSF-Aβ1-42 was used as amyloidosis marker. The incremental prognostic benefit from these markers was assessed by stepwise Kaplan-Meier survival analysis in 402 ADNI MCI subjects. Predefined cutoffs were used to dichotomize patients as 'negative' or 'positive' for AD characteristic alteration with respect to each marker. Among the neurodegeneration markers, CSF-pTau provided the best incremental risk stratification when added to ADAS-13. FDG PET outperformed HV only in MCI subjects with relatively preserved cognition. Adding CSF-Aβ provided further risk stratification in pTau-positive subjects, independent of their cognitive status. Stepwise integration of biomarkers allows stepwise refinement of risk estimates for MCI-to-ADD progression. Incremental benefit strongly depends on the patient's status according to the preceding diagnostic steps. The stepwise Kaplan-Meier curves might be useful to optimize diagnostic workflow in individual patients.

Entities:  

Keywords:  Alzheimer’s disease; FDG; biomarker; cerebrospinal fluid; magnetic resonance imaging; mild cognitive impairment; neuropsychological testing; positron emission tomography; prediction; white matter hyperintensities

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Year:  2018        PMID: 29154285     DOI: 10.3233/JAD-170705

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.472


  5 in total

1.  Classification of Alzheimer's Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling.

Authors:  Shui-Hua Wang; Preetha Phillips; Yuxiu Sui; Bin Liu; Ming Yang; Hong Cheng
Journal:  J Med Syst       Date:  2018-03-26       Impact factor: 4.460

Review 2.  2020 update on the clinical validity of cerebrospinal fluid amyloid, tau, and phospho-tau as biomarkers for Alzheimer's disease in the context of a structured 5-phase development framework.

Authors:  A Leuzy; N J Ashton; N Mattsson-Carlgren; A Dodich; M Boccardi; J Corre; A Drzezga; A Nordberg; R Ossenkoppele; H Zetterberg; K Blennow; G B Frisoni; V Garibotto; O Hansson
Journal:  Eur J Nucl Med Mol Imaging       Date:  2021-03-05       Impact factor: 9.236

3.  The A/T/N biomarker scheme and patterns of brain atrophy assessed in mild cognitive impairment.

Authors:  Urban Ekman; Daniel Ferreira; Eric Westman
Journal:  Sci Rep       Date:  2018-05-30       Impact factor: 4.379

4.  What is the clinical impact of cerebrospinal fluid biomarkers on final diagnosis and management in patients with mild cognitive impairment in clinical practice? Results from a nation-wide prospective survey in France.

Authors:  Emmanuel Cognat; François Mouton Liger; Anne-Cécile Troussière; David Wallon; Julien Dumurgier; Eloi Magnin; Emmanuelle Duron; Audrey Gabelle; Bernard Croisile; Vincent de la Sayette; Alain Jager; Frederic Blanc; Elodie Bouaziz-Amar; Carole Miguet-Alfonsi; Muriel Quillard; Susanna Schraen; Nathalie Philippi; Emilie Beaufils; Florence Pasquier; Didier Hannequin; Philippe Robert; Jacques Hugon; Claire Paquet
Journal:  BMJ Open       Date:  2019-05-30       Impact factor: 2.692

Review 5.  Good problems to have? Policy and societal implications of a disease-modifying therapy for presymptomatic late-onset Alzheimer's disease.

Authors:  Misha Angrist; Anna Yang; Boris Kantor; Ornit Chiba-Falek
Journal:  Life Sci Soc Policy       Date:  2020-10-12
  5 in total

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