Multiple modality biomarker prediction of cognitive impairment in prospectively followed de novo Parkinson disease

被引:110
作者
Caspell-Garcia, Chelsea [1 ]
Simuni, Tanya [2 ]
Tosun-Turgut, Duygu [3 ]
Wu, I-Wei [3 ]
Zhang, Yu [3 ]
Nalls, Mike [4 ]
Singleton, Andrew [4 ]
Shaw, Leslie A. [5 ]
Kang, Ju-Hee [5 ,6 ]
Trojanowski, John Q. [5 ]
Siderowf, Andrew [7 ]
Coffey, Christopher [1 ]
Lasch, Shirley [8 ,9 ]
Aarsland, Dag [10 ,11 ]
Burn, David [12 ]
Chahine, Lana M. [13 ]
Espay, Alberto J. [14 ]
Foster, Eric D.
Hawkins, Keith A. [15 ]
Litvan, Irene [16 ]
Richard, Irene [17 ,18 ]
Weintraub, Daniel [13 ,19 ,20 ,21 ]
机构
[1] Univ Iowa, Coll Publ Hlth, Dept Biostat, Iowa City, IA USA
[2] Northwestern Univ, Feinberg Sch Med, Chicago, IL 60611 USA
[3] Univ Calif San Francisco, San Francisco, CA 94143 USA
[4] NIA, Lab Neurogenet, NIH, Bethesda, MD 20892 USA
[5] Univ Penn, Perelman Sch Med, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
[6] Inha Univ, Sch Med, Dept Pharmacol & Clin Pharmacol, Incheon, South Korea
[7] Avid Radiopharmaceut, Philadelphia, PA USA
[8] Inst Neurodegenerat Disorders, New Haven, CT USA
[9] Mol NeuroImaging LLC MNI, New Haven, CT USA
[10] Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Old Age Psychiat, London, England
[11] Stavanger Univ Hosp, Ctr Age Related Med, Stavanger, Norway
[12] Newcastle Univ, Inst Ageing & Hlth, Newcastle Upon Tyne, Tyne & Wear, England
[13] Univ Penn, Perelman Sch Med, Dept Neurol, Philadelphia, PA 19104 USA
[14] Univ Cincinnati, Acad Hlth Ctr, Dept Neurol, Cincinnati, OH USA
[15] Yale Sch Med, Dept Psychiat, New Haven, CT USA
[16] Univ Calif San Diego, Dept Neurosci, UCSD Movement Disorder Ctr, San Diego, CA 92103 USA
[17] Univ Rochester, Sch Med & Dent, Dept Neurol, Rochester, NY 14642 USA
[18] Univ Rochester, Sch Med & Dent, Dept Psychiat, Rochester, NY 14642 USA
[19] Univ Penn, Perelman Sch Med, Dept Psychiat, Philadelphia, PA 19104 USA
[20] Philadelphia Vet Affairs Med Ctr, Parkinsons Dis Res Educ & Clin Ctr PADRECC, Philadelphia, PA 19104 USA
[21] Philadelphia Vet Affairs Med Ctr, MIRECC, Philadelphia, PA 19104 USA
关键词
ALZHEIMERS-DISEASE; DIAGNOSTIC-CRITERIA; PLANNING ABILITY; INITIATIVE PPMI; LEWY BODIES; DEMENTIA; INCIDENT; DECLINE; POLYMORPHISM; DISORDER;
D O I
10.1371/journal.pone.0175674
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Objectives To assess the neurobiological substrate of initial cognitive decline in Parkinson's disease (PD) to inform patient management, clinical trial design, and development of treatments. Methods We longitudinally assessed, up to 3 years, 423 newly diagnosed patients with idiopathic PD, untreated at baseline, from 33 international movement disorder centers. Study outcomes were four determinations of cognitive impairment or decline, and biomarker predictors were baseline dopamine transporter (DAT) single photon emission computed tomography (SPECT) scan, structural magnetic resonance imaging (MRI; volume and thickness), diffusion tensor imaging (mean diffusivity and fractional anisotropy), cerebrospinal fluid (CSF; amyloid beta [A beta], tau and alpha synuclein), and 11 single nucleotide polymorphisms (SNPs) previously associated with PD cognition. Additionally, longitudinal structural MRI and DAT scan data were included. Univariate analyses were run initially, with false discovery rate = 0.2, to select biomarker variables for inclusion in multivariable longitudinal mixed-effect models. Results By year 3, cognitive impairment was diagnosed in 15-38% participants depending on the criteria applied. Biomarkers, some longitudinal, predicting cognitive impairment in multivariable models were: (1) dopamine deficiency (decreased caudate and putamen DAT availability); (2) diffuse, cortical decreased brain volume or thickness (frontal, temporal, parietal, and occipital lobe regions); (3) co-morbid Alzheimer's disease A beta amyloid pathology (lower CSF A beta 1-42); and (4) genes (COMT val/val and BDNF val/val genotypes). Conclusions Cognitive impairment in PD increases in frequency 50-200% in the first several years of disease, and is independently predicted by biomarker changes related to nigrostriatal or cortical dopaminergic deficits, global atrophy due to possible widespread effects of neurodegenerative disease, co-morbid Alzheimer's disease plaque pathology, and genetic factors.
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页数:18
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