Biomarker Matrix to Track Short Term Disease Progression in Amnestic Mild Cognitive Impairment Patients with Prodromal Alzheimer's Disease

被引:9
作者
Marizzoni, Moira [1 ]
Ferrari, Clarissa [2 ]
Macis, Ambra [2 ]
Jovicich, Jorge [3 ]
Albani, Diego [4 ]
Babiloni, Claudio [5 ,6 ]
Cavaliere, Libera [1 ]
Didic, Mira [7 ,8 ]
Forloni, Gianluigi [4 ]
Galluzzi, Samantha [1 ]
Hoffmann, Karl-Titus [9 ]
Molinuevo, Jose Luis [10 ,11 ,12 ]
Nobili, Flavin [13 ,14 ]
Parnetti, Lucilla [15 ]
Payoux, Pierre [16 ]
Pizzini, Francesca [17 ]
Rossini, Paolo Maria [18 ]
Salvatore, Marco [19 ]
Schoenknecht, Peter [20 ]
Soricelli, Andrea [19 ]
Del Percio, Claudio [19 ]
Hensch, Tilman [20 ]
Hegerl, Ulrich [20 ]
Tsolaki, Magda [21 ]
Visser, Pieter Jelle [22 ]
Wiltfang, Jens [23 ,24 ,25 ]
Richardson, Jill C. [26 ]
Bordet, Regis [27 ]
Blin, Olivier [28 ]
Frisoni, Giovanni B. [1 ,29 ,30 ,31 ]
机构
[1] IRCCS, Ist Ctr San Giovanni Dio Fatebenefratelli, Lab Neuroimaging & Alzheimers Epidemiol, Via Pilastroni 4, I-25125 Brescia, Italy
[2] IRCCS, Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Stat, Brescia, Italy
[3] Univ Trento, Ctr Mind Brain Sci, Trento, Italy
[4] IRCCS, Ist Ric Farmacol Mario Negri, Dept Neurosci, Milan, Italy
[5] Sapienza Univ Rome, Dept Physiol & Pharmacol V Erspamer, Rome, Italy
[6] Hosp San Raffaele Cassino, Cassino, FR, Italy
[7] Aix Marseille Univ, INSERM, INS UMR S 1106, Marseille, France
[8] APHM Hop Timone Adultes, APHM, Timone Serv Neurol & Neuropsychol, Marseille, France
[9] Univ Leipzig, Dept Neuroradiol, Leipzig, Germany
[10] Hosp Clin Barcelona, Alzheimers Dis Unit, Barcelona, Catalunya, Spain
[11] Hosp Clin Barcelona, Other Cognit Disorders Unit, Barcelona, Catalunya, Spain
[12] IDIBAPS, Barcelona, Catalunya, Spain
[13] Univ Genoa, Dept Neurosci DINOGMI, Genoa, Italy
[14] IRCCS, Osped Policlin San Martino, Clin Neurol, Genoa, Italy
[15] Univ Perugia, Osped Santa Maria Misericordia, Clin Neurol, Perugia, Italy
[16] INSERM, Imagerie Cerebrale & Handicaps Neurol, UMR 825, Toulouse, France
[17] Verona Univ Hosp, Dept Diagnost & Pathol Neuroradiol, Verona, Italy
[18] Catholic Univ, Policlin A Gemelli Fdn Rome, Dept Gerontol Area Neurosci Neurosci & Orthoped, Rome, Italy
[19] SDN Ist Ric Diagnost & Nucl, Naples, Italy
[20] Univ Leipzig, Dept Psychiat & Psychotherapy, Leipzig, Germany
[21] Aristotle Univ Thessaloniki, Med Sch, G Papanikolaou Hosp, Neurol Clin 3, Thessaloniki, Greece
[22] Vrije Univ Amsterdam Med Ctr, Alzheimer Ctr, Dept Neurol, Amsterdam, Netherlands
[23] Univ Duisburg Essen, Fac Med, LVR Hosp Essen, Dept Psychiat & Psychotherapy, Essen, Germany
[24] Georg August Univ, Univ Med Ctr UMG, Dept Psychiat & Psychotherapy, Gottingen, Germany
[25] Univ Aveiro, Med Sci Dept, iBiMED, Aveiro, Portugal
[26] GlaxoSmithKline R&D, Neurosci Therapeut Area, Gunnels Wood Rd, Stevenage, Herts, England
[27] Univ Lille, INSERM, CHU Lille, U1171 Degenerat & Vasc Cognit Disorders, Lille, France
[28] Aix Marseille Univ, Serv Pharmacol Clin, AP HM, UMR CNRS 7289, Marseille, France
[29] Univ Hosp, Memory Clin, Geneva, Switzerland
[30] Univ Hosp, LANVIE Lab Neuroimaging Aging, Geneva, Switzerland
[31] Univ Geneva, Geneva, Switzerland
关键词
Alzheimer's disease; biomarker matrices; clinical trial; magnetic resonance imaging; mild cognitive impairment; COMPOSITE; ATROPHY; MRI; SEGMENTATION; VERSION; RATES; VIVO; MCI;
D O I
10.3233/JAD-181016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: Assessment of human brain atrophy in temporal regions using magnetic resonance imaging (MRI), resting state functional MRI connectivity in the left parietal cortex, and limbic electroencephalographic (rsEEG) rhythms as well as plasma amyloid peptide 42 (A beta(42)) has shown that each is a promising biomarker of disease progression in amnestic mild cognitive impairment (aMCI) patients with prodromal Alzheimer's disease (AD). However, the value of their combined use is unknown. Objective: To evaluate the association with cognitive decline and the effect on sample size calculation when using a biomarker composite matrix in prodromal AD clinical trials. Methods: Multicenter longitudinal study with follow-up of 2 years or until development of incident dementia. APOE epsilon 4-specific cerebrospinal fluid (CSF) A beta(42)/P-tau cut-offs were used to identify aMCI with prodromal AD. Linear mixed models were performed 1) with repeated matrix values and time as factors to explain the longitudinal changes in ADAS-cog13, 2) with CSF A beta(42)/P-tau status, time, and CSF A beta(42)/P-tau status x time interaction as factors to explain the longitudinal changes in matrix measures, and 3) to compute sample size estimation for a trial implemented with the selected matrices. Results: The best composite matrix included the MRI volumes of hippocampal dentate gyrus and lateral ventricle. This matrix showed the best sensitivity to track disease progression and required a sample size 31% lower than that of the best individual biomarker (i.e., volume of hippocampal dentate gyrus). Conclusion: Optimal matrices improved the statistical power to track disease development and to measure clinical progression in the short-term period. This might contribute to optimize the design of future clinical trials in MCI.
引用
收藏
页码:49 / 58
页数:10
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