A strategy for developing new treatment paradigms for neuropsychiatric and neurocognitive symptoms in Alzheimer’s disease

Successful disease modifying drug development for Alzheimer’s disease (AD) has hit a roadblock with the recent failures of amyloid-based therapies, highlighting the translational disconnect between preclinical animal models and clinical outcome. Although disease modifying therapies are the Holy Grail to pursue, symptomatic therapies addressing cognitive and neuropsychiatric aspects of the disease are also extremely important for the quality of life of patients and caregivers. Despite the fact that neuropsychiatric problems in Alzheimer patients are the major driver for costs associated with institutionalization, no good preclinical animal models with predictive validity have been documented. We propose a combination of quantitative systems pharmacology (QSP), phenotypic screening and preclinical animal models as a novel strategy for addressing the bottleneck in both cognitive and neuropsychiatric drug discovery and development for AD. Preclinical animal models such as transgene rats documenting changes in neurotransmitters with tau and amyloid pathology will provide key information that together with human imaging, pathology and clinical data will inform the virtual patient model. In this way QSP modeling can partially overcome the translational disconnect and reduce the attrition of drug programs in the clinical setting. This approach is different from target driven drug discovery as it aims to restore emergent properties of the networks and therefore likely will identify multitarget drugs. We review examples on how this hybrid humanized QSP approach has been helpful in predicting clinical outcomes in schizophrenia treatment and cognitive impairment in AD and expand on how this strategy could be applied to neuropsychiatric symptoms in dementia. We believe such an innovative approach when used carefully could change the Research and Development paradigm for symptomatic treatment in AD.

[1]  G. Petsko,et al.  Latrepirdine improves cognition and arrests progression of neuropathology in an Alzheimer's mouse model , 2013, Molecular Psychiatry.

[2]  Simone Kühn,et al.  Resting-state brain activity in schizophrenia and major depression: a quantitative meta-analysis. , 2013, Schizophrenia bulletin.

[3]  Hugo Geerts,et al.  Blinded Prospective Evaluation of Computer-Based Mechanistic Schizophrenia Disease Model for Predicting Drug Response , 2012, PloS one.

[4]  Hugo Geerts,et al.  Simulations of symptomatic treatments for Alzheimer's disease: computational analysis of pathology and mechanisms of drug action , 2012, Alzheimer's Research & Therapy.

[5]  R. Castellani,et al.  Pathogenesis and disease-modifying therapy in Alzheimer's disease: the flat line of progress. , 2012, Archives of medical research.

[6]  D. Holtzman,et al.  Alzheimer disease in 2020. , 2012, Cold Spring Harbor perspectives in medicine.

[7]  L. Helyer,et al.  Systematic review of pancreaticoduodenectomy for locally advanced gastric cancer , 2012, Gastric Cancer.

[8]  M. Krams,et al.  Down's syndrome and Alzheimer's disease: towards secondary prevention , 2012, Nature Reviews Drug Discovery.

[9]  Jae-Jin Kim,et al.  Hippocampus and nucleus accumbens activity during neutral word recognition related to trait physical anhedonia in patients with schizophrenia: An fMRI study , 2012, Psychiatry Research: Neuroimaging.

[10]  Michael W. Weiner,et al.  Worldwide Alzheimer’s Disease Neuroimaging Initiative , 2012, Alzheimer's & Dementia.

[11]  H. Geerts,et al.  Failure analysis of dimebon using mechanistic disease modeling: Lessons for clinical development of new Alzheimer's disease therapies , 2012, Alzheimer's & Dementia.

[12]  John M. Allman,et al.  A framework for interpreting functional networks in schizophrenia , 2012, Front. Hum. Neurosci..

[13]  J. A. Dani,et al.  Quantitative unit classification of ventral tegmental area neurons in vivo. , 2012, Journal of neurophysiology.

[14]  K. Renner,et al.  Mitochondrial Dysfunction—A Pharmacological Target in Alzheimer's Disease , 2012, Molecular Neurobiology.

[15]  Filippo Caraci,et al.  New pharmacological strategies for treatment of Alzheimer's disease: focus on disease modifying drugs. , 2012, British journal of clinical pharmacology.

[16]  Michelle K. Lupton,et al.  Association of serotonin and dopamine gene pathways with behavioral subphenotypes in dementia , 2012, Neurobiology of Aging.

[17]  L. Marner,et al.  Loss of serotonin 2A receptors exceeds loss of serotonergic projections in early Alzheimer's disease: a combined [11C]DASB and [18F]altanserin-PET study , 2012, Neurobiology of Aging.

[18]  G. Logroscino,et al.  Immunotherapy for Alzheimer's disease: from anti-β-amyloid to tau-based immunization strategies. , 2012, Immunotherapy.

[19]  F. Jourdan,et al.  Locus coeruleus degeneration exacerbates olfactory deficits in APP/PS1 transgenic mice , 2012, Neurobiology of Aging.

[20]  S. Dumanis,et al.  Wild type and P301L mutant Tau promote neuro-inflammation and α-Synuclein accumulation in lentiviral gene delivery models , 2012, Molecular and Cellular Neuroscience.

[21]  Dimas Spiros,et al.  Minimally Invasive Parathyroidectomy in Patients with Previous Endocrine Surgery , 2011, JSLS : Journal of the Society of Laparoendoscopic Surgeons.

[22]  F. Leuven,et al.  Raphé tauopathy alters serotonin metabolism and breathing activity in terminal Tau.P301L mice: Possible implications for tauopathies and Alzheimer's disease , 2011, Respiratory Physiology & Neurobiology.

[23]  D. Swinney,et al.  How were new medicines discovered? , 2011, Nature Reviews Drug Discovery.

[24]  M. Gold,et al.  SB‐742457 and donepezil in Alzheimer disease: a randomized, placebo‐controlled study , 2011, International journal of geriatric psychiatry.

[25]  L. Saksida,et al.  A computer-automated touchscreen paired-associates learning (PAL) task for mice: impairments following administration of scopolamine or dicyclomine and improvements following donepezil , 2011, Psychopharmacology.

[26]  M. Raskind,et al.  Differential response of the central noradrenergic nervous system to the loss of locus coeruleus neurons in Parkinson's disease and Alzheimer's disease , 2011, Brain Research.

[27]  I. Bezprozvanny The rise and fall of Dimebon. , 2010, Drug News and Perspectives.

[28]  Hugo Geerts,et al.  Not all partial dopamine D2 receptor agonists are the same in treating schizophrenia. Exploring the effects of bifeprunox and aripiprazole using a computer model of a primate striatal dopaminergic synapse , 2010, Neuropsychiatric disease and treatment.

[29]  R. Dyck,et al.  Characterization of the 3xTg-AD mouse model of Alzheimer's disease: Part 2. Behavioral and cognitive changes , 2010, Brain Research.

[30]  J. Armony,et al.  Functional neural substrates of self-reported physical anhedonia in non-clinical individuals and in patients with schizophrenia. , 2010, Journal of psychiatric research.

[31]  M. Gold,et al.  Double-blind, controlled phase II study of a 5-HT6 receptor antagonist, SB-742457, in Alzheimer's disease. , 2010, Current Alzheimer research.

[32]  M. Rietschel,et al.  A coding variant of the novel serotonin receptor subunit 5-HT3E influences sustained attention in schizophrenia patients , 2010, European Neuropsychopharmacology.

[33]  S. Tkachenko,et al.  From anti-allergic to anti-Alzheimer's: Molecular pharmacology of Dimebon. , 2010, Current Alzheimer research.

[34]  Kaori Ito,et al.  Disease progression meta-analysis model in Alzheimer's disease , 2010, Alzheimer's & Dementia.

[35]  R. Green,et al.  Effect of tarenflurbil on cognitive decline and activities of daily living in patients with mild Alzheimer disease: a randomized controlled trial. , 2009, JAMA.

[36]  Mary Sano,et al.  Current Alzheimer's disease clinical trials: Methods and placebo outcomes , 2009, Alzheimer's & Dementia.

[37]  R. Nitrini,et al.  The dorsal raphe nucleus shows phospho‐tau neurofibrillary changes before the transentorhinal region in Alzheimer's disease. A precocious onset? , 2009, Neuropathology and applied neurobiology.

[38]  S. Gauthier,et al.  Effect of tramiprosate in patients with mild-to-moderate alzheimer’s disease: Exploratory analyses of the MRI sub-group of the alphase study , 2009, The journal of nutrition, health & aging.

[39]  A. Zaitsev,et al.  Interneuron diversity in layers 2-3 of monkey prefrontal cortex. , 2009, Cerebral cortex.

[40]  Takanori Hashimoto,et al.  Protracted Developmental Trajectories of GABA A Receptor α1 and α2 Subunit Expression in Primate Prefrontal Cortex , 2009, Biological Psychiatry.

[41]  Jared W. Young,et al.  Using the MATRICS to guide development of a preclinical cognitive test battery for research in schizophrenia. , 2009, Pharmacology & therapeutics.

[42]  M. Noroozian,et al.  Added ondansetron for stable schizophrenia: A double blind, placebo controlled trial , 2009, Schizophrenia Research.

[43]  Laura Rocchi,et al.  A computational modelling approach to investigate different targets in deep brain stimulation for Parkinson’s disease , 2009, Journal of Computational Neuroscience.

[44]  Rui Xiao,et al.  Dopamine modulates an intrinsic mGluR5-mediated depolarization underlying prefrontal persistent activity , 2009, Nature Neuroscience.

[45]  D. Lewis,et al.  Parvalbumin-positive basket interneurons in monkey and rat prefrontal cortex. , 2008, Journal of neurophysiology.

[46]  Ottavio Arancio,et al.  A transgenic rat that develops Alzheimer's disease-like amyloid pathology, deficits in synaptic plasticity and cognitive impairment , 2008, Neurobiology of Disease.

[47]  B. Kolachana,et al.  COMT genotype predicts cortical-limbic D1 receptor availability measured with [11C]NNC112 and PET , 2008, Molecular Psychiatry.

[48]  A. Dagher,et al.  Conditioned Dopamine Release in Humans: A Positron Emission Tomography [11C]Raclopride Study with Amphetamine , 2007, The Journal of Neuroscience.

[49]  J. Lesser,et al.  Psychosis-related disturbances. Psychosis, agitation, and disinhibition in Alzheimer's disease: definitions and treatment options. , 2006, Geriatrics.

[50]  J. Lesser,et al.  Psychosis-related disturbances , 2006 .

[51]  Arno Villringer,et al.  Dysfunction of ventral striatal reward prediction in schizophrenia , 2006, NeuroImage.

[52]  Jonathan E. Rubin,et al.  High Frequency Stimulation of the Subthalamic Nucleus Eliminates Pathological Thalamic Rhythmicity in a Computational Model , 2004, Journal of Computational Neuroscience.

[53]  J. Houk,et al.  Modulation of striatal single units by expected reward: a spiny neuron model displaying dopamine-induced bistability. , 2003, Journal of neurophysiology.

[54]  Eric Nestler,et al.  In need of high-throughput behavioral systems. , 2002, Drug discovery today.

[55]  T. Sejnowski,et al.  Fluctuating synaptic conductances recreate in vivo-like activity in neocortical neurons , 2001, Neuroscience.

[56]  Donatella Marazziti,et al.  Distribution of [3H]GR65630 Binding in Human Brain Postmortem , 2001, Neurochemical Research.

[57]  P. D. De Deyn,et al.  Scales to assess efficacy and safety of pharmacologic agents in the treatment of behavioral and psychological symptoms of dementia. , 2001, The Journal of clinical psychiatry.

[58]  P. Goldman-Rakic,et al.  Segregation of working memory functions within the dorsolateral prefrontal cortex , 2000, Experimental Brain Research.

[59]  J M Fuster,et al.  Dopamine-mediated stabilization of delay-period activity in a network model of prefrontal cortex. , 2000, Journal of neurophysiology.

[60]  T. Sejnowski,et al.  Computational Models of Thalamocortical Augmenting Responses , 1998, The Journal of Neuroscience.

[61]  M. Ebert,et al.  Characterization of Desamino-5-[125I]Iodo-3-Methoxy-Zacopride ([125I]MIZAC) binding to 5-HT3 receptors in the rat brain , 1998, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[62]  L B Sheiner,et al.  Learning versus confirming in clinical drug development , 1997, Clinical pharmacology and therapeutics.

[63]  C. Beaulieu,et al.  Numerical data on neocortical neurons in adult rat, with special reference to the GABA population , 1993, Brain Research.

[64]  M. Cynader,et al.  Quantitative distribution of GABA-immunopositive and -immunonegative neurons and synapses in the monkey striate cortex (area 17). , 1992, Cerebral cortex.

[65]  R. Traub,et al.  A model of a CA3 hippocampal pyramidal neuron incorporating voltage-clamp data on intrinsic conductances. , 1991, Journal of neurophysiology.

[66]  H. Olders,et al.  Negative Symptoms in Schizophrenia , 1990, Canadian journal of psychiatry. Revue canadienne de psychiatrie.

[67]  E. Masliah,et al.  Immunohistochemical quantification of the synapse-related protein synaptophysin in Alzheimer disease , 1989, Neuroscience Letters.

[68]  E. G. Jones,et al.  Numbers and proportions of GABA-immunoreactive neurons in different areas of monkey cerebral cortex , 1987, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[69]  N C Andreasen,et al.  Negative symptoms in schizophrenia , 1982 .

[70]  M. Ball,et al.  Neuronal loss, neurofibrillary tangles and granulovacuolar degeneration in the hippocampus with ageing and dementia , 1977, Acta Neuropathologica.

[71]  P. Davies,et al.  SELECTIVE LOSS OF CENTRAL CHOLINERGIC NEURONS IN ALZHEIMER'S DISEASE , 1976, The Lancet.

[72]  Ben H. Boedeker,et al.  Nasotracheal Intubation in a Difficult Airway using the Storz C-MAC Videolaryngoscope, the Boedeker Bougie Endotracheal Introducer, and the Boedeker Curved Forceps , 2012, MMVR.

[73]  R. Franco,et al.  Chronic mild stress accelerates the onset and progression of the Alzheimer's disease phenotype in Tg2576 mice. , 2012, Journal of Alzheimer's disease : JAD.

[74]  J. Mikkelsen,et al.  Cognitive improvement by activation of alpha7 nicotinic acetylcholine receptors: from animal models to human pathophysiology. , 2010, Current pharmaceutical design.

[75]  J. Brioni,et al.  and Alzheimer's disease , 2010 .

[76]  H. Geerts,et al.  Not all partial dopamine D 2 receptor agonists are the same in treating schizophrenia. exploring the effects of bifeprunox and aripiprazole using a computer model of a primate striatal dopaminergic synapse , 2010 .

[77]  Thomas Steckler,et al.  Removing Obstacles in Neuroscience Drug Discovery: The Future Path for Animal Models , 2009, Neuropsychopharmacology.

[78]  H. Geerts Bridging the Translational Disconnect in CNS Drug Discovery , 2009 .

[79]  P. Emson,et al.  Chronic stress accelerates learning and memory impairments and increases amyloid deposition in APP V717I -CT100 transgenic mice, an Alzheimer’s disease model , 2006 .

[80]  S. DeKosky,et al.  Monoamine neurons in aging and Alzheimer's disease , 2005, Journal of Neural Transmission / General Section JNT.

[81]  J. Saver,et al.  A Quantitative Study , 2005 .

[82]  Javier DeFelipe,et al.  Cortical interneurons: from Cajal to 2001. , 2002, Progress in brain research.