Abstract
Alzheimer’s disease (AD) is a priority health problem in developed countries with a high cost to society. Approximately 20% of direct costs are associated with pharmacological treatment. Over 90% of patients require multifactorial treatments, with risk of adverse drug reactions (ADRs) and drug-drug interactions (DDIs) for the treatment of concomitant diseases such as hypertension (>25%), obesity (>70%), diabetes mellitus type 2 (>25%), hypercholesterolemia (40%), hypertriglyceridemia (20%), metabolic syndrome (20%), hepatobiliary disorder (15%), endocrine/metabolic disorders (>20%), cardiovascular disorder (40%), cerebrovascular disorder (60–90%), neuropsychiatric disorders (60–90%), and cancer (10%).
For the past decades, pharmacological studies in search of potential treatments for AD focused on the following categories: neurotransmitter enhancers (11.38%), multitarget drugs (2.45%), anti-amyloid agents (13.30%), anti-tau agents (2.03%), natural products and derivatives (25.58%), novel synthetic drugs (8.13%), novel targets (5.66%), repository drugs (11.77%), anti-inflammatory drugs (1.20%), neuroprotective peptides (1.25%), stem cell therapy (1.85%), nanocarriers/nanotherapeutics (1.52%), and other compounds (<1%).
Pharmacogenetic studies have shown that the therapeutic response to drugs in AD is genotype-specific in close association with the gene clusters that constitute the pharmacogenetic machinery (pathogenic, mechanistic, metabolic, transporter , pleiotropic genes) under the regulatory control of epigenetic mechanisms (DNA methylation, histone/chromatin remodeling, microRNA regulation). Most AD patients (>60%) are carriers of over ten pathogenic genes . The genes that most frequently (>50%) accumulate pathogenic variants in the same AD case are A2M (54.38%), ACE (78.94%), BIN1 (57.89%), CLU (63.15%), CPZ (63.15%), LHFPL6 (52.63%), MS4A4E (50.87%), MS4A6A (63.15%), PICALM (54.38%), PRNP (80.7059), and PSEN1 (77.19%). There is also an accumulation of 15 to 26 defective pharmagenes in approximately 85% of AD patients. About 50% of AD patients are carriers of at least 20 mutant pharmagenes, and over 80% are deficient metabolizers for the most common drugs, which are metabolized via the CYP2D6 , CYP2C9, CYP2C19, and CYP3A4/5 enzymes.
The implementation of pharmacogenetics can help optimize drug development and the limited therapeutic resources available to treat AD , and personalize the use of anti-dementia drugs in combination with other medications for the treatment of concomitant disorders .
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References
Cantarero-Prieto D, Leon PL, Blazquez-Fernandez C, Sanchez-Juan P, Sarabia-Cobo C (2020) The economic cost of dementia: a systematic review. Dementia 19:2637–2657
Sado M, Ninomiya A, Shikimoto R, Ikeda B, Baba T, Yoshimura K, Mimura M (2018) The estimated cost of dementia in Japan, the most aged society in the world. PLoS One 13:e0206508
Bachman DL, Wolf PA, Linn R, Knoefel JE, Belanger A, D’Agostino RB, White LR (1992) Prevalence of dementia and probable senile dementia of the Alzheimer type in the Framingham study. Neurology 42:115–119
Cacabelos R, Fernández-Novoa L, Lombardi V, Kubota Y, Takeda M (2005) Molecular genetics of Alzheimer’s disease and aging. Methods Find Exp Clin Pharmacol 27:1–573
Masters CL, Bateman R, Blennow K, Rowe CC, Sperling RA, Cummings JL (2015) Alzheimer’s disease. Nat Rev Dis Primers 1:15056
Arvanitakis Z, Shah RC, Bennett DA (2019) Diagnosis and management of dementia: review. JAMA 322:1589–1599
Hersi M, Irvine B, Gupta P, Gomes J, Birkett N, Krewski D (2017) Risk factors associated with the onset and progression of Alzheimer’s disease: a systematic review of the evidence. Neurotoxicology 61:143–187
Dubois B, Hampel H, Feldman HH, Scheltens P, Aisen P, Andrieu S, Bakardjian H et al (2016) Preclinical Alzheimer’s disease: definition, natural history, and diagnostic criteria. Alzheimers Dement 12(3):292–323
Busche MA, Hyman BT (2020) Synergy between amyloid-β and tau in Alzheimer’s disease. Nat Neurosci 23(10):1183–1193
Cacabelos R, Cacabelos P, Torrellas C, Tellado I, Carril JC (2014) Pharmacogenomics of Alzheimer’s disease: novel therapeutic strategies for drug development. Methods Mol Biol 1175:323–556
Cacabelos R, Carril JC, Cacabelos P, Teijido O, Goldgaber D (2016) Pharmacogenomics of Alzheimer’s disease: genetic determinants of phenotypic variation and therapeutic outcome. J Genom Med Pharmacogenom 1:151–209
Cacabelos R, Carril JC, Cacabelos N, Kazantsev AG, Vostrov AV, Corzo L et al (2019) Sirtuins in Alzheimer’s disease: SIRT2-related GenoPhenotypes and implications for PharmacoEpiGenetics. Int J Mol Sci 20:1249
Cacabelos R (2018) Population-level pharmacogenomics for precision drug development in dementia. Expert Rev Precision Med Drug Dev 3:163–188
Cacabelos R (2020) Pharmacogenomics of cognitive dysfunction and neuropsychiatric disorders in dementia. Int J Mol Sci 21:3059
Matej R, Tesar A, Rusina R (2019) Alzheimer’s disease and other neurodegenerative dementias in comorbidity: a clinical and neuropathological overview. Clin Biochem 73:26–31
Cacabelos R, Cacabelos N, Carril JC (2019) The role of pharmacogenomics in adverse drug reactions. Expert Rev Clin Pharmacol 12:407–442
Cacabelos R, Goldgaber D, Vostrov A, Matsuki H, Torrellas C, Corzo D et al (2014) APOE-TOMM40 in the pharmacogenomics of dementia. J Pharmacogenom Pharmacoproteom 5:135
Cacabelos R (2020) Pharmacogenomic of drugs to treat brain disorders. Expert Rev Precision Med Drug Develop 5:181–234
Cacabelos R, Carril JC, Corzo L, Fernandez-Novoa L, Pego R, Cacabelos N et al (2021) Influence of pathogenic and metabolic genes on the pharmacogenetics of mood disorders in Alzheimer’s disease. Pharmaceuticals 14:366
Bature F, Guinn BA, Pang D, Pappas Y (2017) Signs and symptoms preceding the diagnosis of Alzheimer’s disease: a systematic scoping review of literature from 1937 to 2016. BMJ Open 7:015746
Linnemann C, Lang UE (2020) Pathways connecting late-life depression and dementia. Front Pharmacol 11:279
Bennett S, Thomas AJ (2014) Depression and dementia: cause, consequence or coincidence? Maturitas 79:184–190
Gutzmann H, Qazi A (2015) Depression associated with dementia. Z Gerontol Geriatr 48(4):305–311
Baruch N, Burgess J, Pillai M, Allan CL (2019) Treatment for depression comorbid with dementia. Evid Based Ment Health 22:167–171
Bingham KS, Flint AJ, Mulsant BH (2019) Management of late-life depression in the context of cognitive impairment: a review of the recent literature. Curr Psychiatry Rep 21:74
Kratz T (2017) The diagnosis and treatment of behavioral disorders in dementia. Dtsch Arztebl Int 114:447–454
Aarsland D (2020) Epidemiology and pathophysiology of dementia-related psychosis. J Clin Psychiatry 81:AD19038BR1C
Matsuda H (2016) MRI morphometry in Alzheimer’s disease. Ageing Res Rev 30:17–24
Chen C, Homma A, Mok VC, Krishnamoorthy E, Alladi S, Meguro K et al (2016) Alzheimer’s disease with cerebrovascular disease: current status in the Asia-Pacific region. J Intern Med 280:359–374
Chandra A, Dervenoulas G, Politis M, Alzheimer’s Disease Neuroimaging Initiative (2019) Magnetic resonance imaging in Alzheimer’s disease and mild cognitive impairment. J Neurol 266:1293–1302
Whitwell JL (2018) Alzheimer’s disease neuroimaging. Curr Opin Neurol 31:396–404
Barbe C, Jolly D, Morrone I, Wolak-Thierry A, Dramé M, Novella JL et al (2018) Factors associated with quality of life in patients with Alzheimer’s disease. BMC Geriatr 18:159
Ettcheto M, Olloquequi J, Sánchez-López E, Busquets O, Cano A, Manzine PR et al (2020) Benzodiazepines and related drugs as a risk factor in Alzheimer’s disease dementia. Front Aging Neurosci 11:344
Vidoni ED, Kamat A, Gahan WP, Ourso V, Woodard K, Kerwin DR et al (2020) Baseline prevalence of polypharmacy in older hypertensive study subjects with elevated dementia risk: findings from the Risk Reduction for Alzheimer’s Disease Study (rrAD). J Alzheimers Dis 77:175–182
Andin U, Passant U, Gustafson L, Englund E (2007) Alzheimer’s disease (AD) with and without white matter pathology-clinical identification of concurrent cardiovascular disorders. Arch Gerontol Geriatr 44:277–286
Ibrahim B, Suppiah S, Piersson AD, Razali RM, Mohamad M, Abu Hassan H et al (2021) Cardiovascular risk factors of Alzheimer’s disease and other neurocognitive disorders in Malaysia. Med J Malaysia 76(3):291–297
Cacabelos R (2004) Genomic characterization of Alzheimer’s disease and genotype-related phenotypic analysis of biological markers in dementia. Pharmacogenomics 5:1049–1105
Cacabelos R, Meyyazhagan A, Carril JC, Cacabelos P, Teijido O (2018) Pharmacogenetics of vascular risk factors in Alzheimer’s disease. J Personalized Med 8:3
Cacabelos R, Fernández-Novoa L, Corzo L, Pichel V, Lombardi V, Kubota Y (2004) Genomics and phenotypic profiles in dementia: implications for pharmacological treatment. Methods Find Exp Clin Pharmacol 26:421–444
Contois JH, Anamani DE, Tsongalis GJ (1996) The underlying molecular mechanism of apolipoprotein E polymorphism: relationships to lipid disorders, cardiovascular disease, and Alzheimer’s disease. Clin Lab Med 16:105–123
Cacabelos R, Fernández-Novoa L, Lombardi V, Corzo L, Pichel V, Kubota Y (2003) Cerebrovascular risk factors in Alzheimer’s disease: brain hemodynamics and pharmacogenomic implications. Neurol Res 25:567–580
Loera-Valencia R, Goikolea J, Parrado-Fernandez C, Merino-Serrais P, Maioli S (2019) Alterations in cholesterol metabolism as a risk factor for developing Alzheimer’s disease: potential novel targets for treatment. J Steroid Biochem Mol Biol 190:104–114
Jeong W, Lee H, Cho S, Seo J (2019) ApoE4-induced cholesterol dysregulation and its brain cell type-specific implications in the pathogenesis of Alzheimer’s disease. Mol Cells 42:739–746
Di Paolo G, Kim TW (2011) Linking lipids to Alzheimer’s disease: cholesterol and beyond. Nat Rev Neurosci 12:284–296
Pugazhenthi S, Qin L, Reddy PH (2017) Common neurodegenerative pathways in obesity, diabetes, and Alzheimer’s disease. Biochim Biophys Acta Mol basis Dis 1863:1037–1045
Chornenkyy Y, Wang WX, Wei A, Nelson PT (2019) Alzheimer’s disease and type 2 diabetes mellitus are distinct diseases with potential overlapping metabolic dysfunction upstream of observed cognitive decline. Brain Pathol 29:3–17
Baglietto-Vargas D, Shi J, Yaeger DM, Ager R, LaFerla FM (2016) Diabetes and Alzheimer’s disease crosstalk. Neurosci Biobehav Rev 64:272–287
Cacabelos R (2020) Pharmacogenetic considerations when prescribing cholinesterase inhibitors for the treatment of Alzheimer’s disease. Expert Opin Drug Metab Toxicol 16:673–701
Cacabelos R (2007) Molecular pathology and pharmacogenomics in Alzheimer’s disease: polygenic-related effects of multifactorial treatments on cognition, anxiety, and depression. Methods Find Exp Clin Pharmacol 29:1–91
Cacabelos R (2008) Pharmacogenomics in Alzheimer’s disease. Methods Mol Biol 448:213–357
Cacabelos R, Fernández-Novoa L, Martínez-Bouza R, McKay A, Carril JC, Lombardi V et al (2010) Future trends in the pharmacogenomics of brain disorders and dementia: influence of APOE and CYP2D6 variants. Pharmaceuticals 3:3040–3100
Cacabelos R (2018) Have there been improvement in Alzheimer’s disease drug discovery over the past 5 years? Expert Opin Drug Discovery 13:523–538
Maramai S, Benchekroun M, Gabr MT, Yahiaoui (2020) Multitarget therapeutic strategies for Alzheimer’s disease: review on emerging target combinations. Biomed Res Int 2020:5120230
Cacabelos R (2020) How plausible is an Alzheimer’s disease vaccine? Expert Opin Drug Discovery 15:1–6
Cummings J, Lee G, Ritter A, Sabbagh M, Zhong K (2020) Alzheimer’s disease drug development pipeline: 2020. Alzheimers Dement 6:e12050
Schenk D, Barbour R, Dunn W, Gordon G, Grajeda H, Guido T et al (1999) Immunization with amyloid-beta attenuates Alzheimer-disease-like pathology in the PDAPP mouse. Nature 400(6740):173–177
Foroutan N, Hopkins RB, Tarride JE, Florez ID, Levine M (2019) Safety and efficacy of active and passive immunotherapy in mild-to-moderate Alzheimer’s disease: a systematic review and network meta-analysis. Clin Invest Med 42:53–65
Janus C, Pearson J, McLaurin J, Mathews PM, Jiang Y, Schmidt SD et al (2000) A beta peptide immunization reduces behavioural impairment and plaques in a model of Alzheimer’s disease. Nature 408:979–982
Herline K, Drummond E, Wisniewski T (2018) Recent advancements toward therapeutic vaccines against Alzheimer’s disease. Expert Rev Vaccines 17:707–721
Novak P, Zilka N, Zilkova M, Kovacech B, Skrabana R, Ondrus M et al (2019) AADvac1, an active immunotherapy for Alzheimer’s disease and non Alzheimer tauopathies: an overview of preclinical and clinical development. J Prev Alzheimers Dis 6:63–69
Hoskin JL, Sabbagh MN, Al-Hasan Y, Decourt B (2019) Tau immunotherapies for Alzheimer’s disease. Expert Opin Investig Drugs 28:545–554
Carrera I, Fernandez-Novoa L, Aliev G, Vigo C, Cacabelos R (2016) Validating immunotherapy in Alzheimer’s disease: the EB101 vaccine. Curr Pharm Des 22:849–858
Zhang HY, Zhu K, Meng Y, Ding L, Wang JC, Yin WC et al (2018) Reduction of amyloid beta by Aβ3-10-KLH vaccine also decreases tau pathology in 3×Tg-AD mice. Brain Res Bull 142:233–240
Rosenberg RN, Fu M, Lambracht-Washington D (2018) Active full-length DNA Aβ42 immunization in 3xTg-AD mice reduces not only amyloid deposition but also tau pathology. Alzheimers Res Ther 10:115
Oddo S, Billings L, Kesslak JP, Cribbs DH, LaFerla FM (2004) Abeta immunotherapy leads to clearance of early, but not late, hyperphosphorylated tau aggregates via the proteasome. Neuron 43:321–332
Lalli G, Schott JM, Hardy J, De Strooper B (2021) Aducanumab: a new phase in therapeutic development for Alzheimer’s disease? EMBO Mol Med 13:e14781
Mukhopadhyay S, Banerjee D (2021) A primer on the evolution of aducanumab: the first antibody approved for treatment of Alzheimer’s disease. J Alzheimers 83:1537–1552
Knopman DS, Jones DT, Greicius MD (2021) Failure to demonstrate efficacy of aducanumab: An analysis of the EMERGE and ENGAGE trials as reported by Biogen, December 2019. Alzheimers Dement 17:696–701
Sevigny J, Chiao P, Bussière T, Weinreb PH, Williams L, Maier M et al (2016) The antibody aducanumab reduces Aβ plaques in Alzheimer’s disease. Nature 537:50–56
Ferrero J, Williams L, Stella H, Leitermann K, Mikulskis A, O’Gorman J et al (2016) First-in-human, double-blind, placebo-controlled, single-dose escalation study of aducanumab (BIIB037) in mild-to-moderate Alzheimer’s disease. Alzheimers Dement 2:169–176
Tolar M, Abushakra S, Hey JA, Porsteinsson A, Sabbagh M (2020) Aducanumab, gantenerumab, BAN2401, and ALZ-801-the first wave of amyloid-targeting drugs for Alzheimer’s disease with potential for near term approval. Alzheimers Res Ther 12:95
VandeVrede L, Gibbs DM, Koestler M, La Joie R, Ljubenkov PA, Provost K et al (2020) Symptomatic amyloid-related imaging abnormalities in an APOE ε4/ε4 patient treated with aducanumab. Alzheimers Dement 12:e12101
Cacabelos R, Carril JC, Sanmartín A, Cacabelos P. Pharmacoepigenetic processors: epigenetic drugs, drug resistance, toxicoepigenetics, and nutriepigenetics. In: Cacabelos R (ed) (2019) Pharmacoepigenetics. Academic Press/Elsevier, Oxford, UK, pp. 191–424
Kozyra M, Ingelman-Sundberg M, Lauschke VM (2017) Rare genetic variants in cellular transporters, metabolic enzymes, and nuclear receptors can be important determinants of interindividual differences in drug response. Genet Med 19:20–29
Zhou ZW, Chen XW, Sneed KB, Yang YX, Zhang X, He ZH et al (2015) Clinical association between pharmacogenomics and adverse drug reactions. Drugs 75:589–631
Cacabelos R (2018) Pleiotropy and promiscuity in pharmacogenomics for the treatment of Alzheimer’s disease and related risk factors. Future Neurol 13:71–86
Cacabelos R, Teijido O (2018) Epigenetic drug discovery for Alzheimer’s disease. In: Moskalev A, Vaiserman A (eds) Epigenetics of aging and longevity. Elsevier/Academic Press, London, pp 453–495
Cacabelos R, Martínez-Bouza R, Carril JC, Fernandez-Novoa L, Lombardi V, Carrera I et al (2012) Genomics and pharmacogenomics of brain disorders. Curr Pharm Biotechnol 13:674–725
Cacabelos R, Martínez-Bouza R (2011) Genomics and pharmacogenomics of dementia. CNS Neurosci Ther 17:566–576
Cai Y, An SS, Kim S (2015) Mutations in presenilin 2 and its implications in Alzheimer’s disease and other dementia-associated disorders. Clin Interv Aging 10:1163–1172
Kelleher RJ, Shen J (2017) Presenilin-1 mutations and Alzheimer’s disease. Proc Natl Acad Sci U S A 114:629–631
Tcw J, Goate AM (2017) Genetics of β-amyloid precursor protein in Alzheimer’s disease. Cold Spring Harb Perspect Med 7:a024539
Selkoe DJ, Hardy J (2016) The amyloid hypothesis of Alzheimer’s disease at 25 years. EMBO Mol Med 8:595–608
Tolar M, Abushakra S, Sabbagh M (2020) The path forward in Alzheimer’s disease therapeutics: reevaluating the amyloid cascade hypothesis. Alzheimers Dement 16:1553–1560
Giau VV, Bagyinszky E, Yang Y, Youn YC, An SSA, Kim SY (2019) Genetic analyses of early-onset Alzheimer’s disease using next generation sequencing. Sci Rep 9:8368
Van Cauwenberghe C, Van Broeckhoven C, Sleegers K (2016) The genetic landscape of Alzheimer disease: clinical implications and perspectives. Genet Med 18:421–430
Bertram L (2016) Next generation sequencing in Alzheimer’s disease. Methods Mol Biol 1303:281–297
Zhu JB, Tan CC, Tan L, Yu JT (2017) State of play in Alzheimer’s disease genetics. J Alzheimers Dis 58:631–659
Karch CM, Goate AM (2015) Alzheimer’s disease risk genes and mechanisms of disease pathogenesis. Biol Psychiatry 77:43–51
Cacabelos R, Torrellas C, Teijido O, Carril JC (2016) Pharmacogenetic considerations in the treatment of Alzheimer’s disease. Pharmacogenomics 17:1041–1074
Cacabelos R (2012) Pharmacogenomics of central nervous system (CNS) drugs. Drug Dev Res 73:461–476
Cacabelos R, Takeda M (2006) Pharmacogenomics, nutrigenomics and future therapeutics in Alzheimer’s disease. Drugs Future 3:5–146
Cacabelos R (2001) Psychogeriatric research: a conceptual introduction to aging and geriatric neuroscience. Psychogeriatrics 1:158–188
Sabbagh MN, Malek-Ahmadi M, Dugger BN, Lee K, Sue LI, Serrano G et al (2013) The influence of Apolipoprotein E genotype on regional pathology in Alzheimer’s disease. BMC Neurol 13:44
Kennedy RE, Cutter GR, Schneider LS (2014) Effect of APOE genotype status on targeted clinical trials outcomes and efficiency in dementia and mild cognitive impairment resulting from Alzheimer’s disease. Alzheimers Dement 10:349–359
Reiman EM, Arboleda-Velasquez JF, Quiroz YT, Huentelman MJ, Beach TG, Caselli RJ et al (2020) Exceptionally low likelihood of Alzheimer’s dementia in APOE2 homozygotes from a 5,000-person neuropathological study. Nat Commun 11:667
Shapira M, Tur-Kaspa I, Bosgraaf L, Livni N, Grant AD, Grisaru D et al (2000) A transcription-activating polymorphism in the ACHE promoter associated with acute sensitivity to anti-acetylcholinesterases. Hum Mol Genet 9:1273–1281
Lane R, Feldman HH, Meyer J, He Y, Ferris SH, Nordberg A et al (2008) Synergistic effect of apolipoprotein E epsilon4 and butyrylcholinesterase K-variant on progression from mild cognitive impairment to Alzheimer’s disease. Pharmacogenet Genomics 18:289–928
Cuddy LK, Seah C, Pasternak SH, Rylett RJ (2017) Amino-terminal β-amyloid antibody blocks β-amyloid-mediated inhibition of the high-affinity choline transporter CHT. Front Mol Neurosci 10:361
Payette DJ, Xie J, Guo Q (2007) Reduction in CHT1-mediated choline uptake in primary neurons from presenilin-1 M146V mutant knock-in mice. Brain Res 1135:12–21
Wang Y, Zhou Z, Tan H, Zhu S, Wang Y, Sun Y et al (2017) Nitrosylation of vesicular transporters in brain of amyloid precursor protein/presenilin 1 double transgenic mice. J Alzheimers Dis 55:1683–1692
Nagy PM, Aubert I (2012) Overexpression of the vesicular acetylcholine transporter increased acetylcholine release in the hippocampus. Neuroscience 218:1–11
Kolisnyk B, Al-Onaizi MA, Xu J, Parfitt GM, Ostapchenko VG, Hanin G et al (2016) Cholinergic regulation of hnRNPA2/B1 translation by M1 muscarinic receptors. J Neurosci 36:6287–6296
Dolejší E, Liraz O, Rudajev V, Zimcik P, Dolezal V, Michaelson DM (2016) Apolipoprotein E4 reduces evoked hippocampal acetylcholine release in adult mice. J Neurochem 136:503–509
Albin RL, Bohnen NI, Muller MLTM, Dauer W, Sarter M, Frey KA et al (2018) Regional vesicular acetylcholine transporter distribution in human brain: a [18 F]fluoroethoxybenzovesamicol positron emission tomography study. J Comp Neurol 526:2884–2897
Wallace TL, Bertrand D (2013) Importance of the nicotinic acetylcholine receptor system in the prefrontal cortex. Biochem Pharmacol 85:1713–1720
Ma KG, Qian YH (2019) Alpha 7 nicotinic acetylcholine receptor and its effects on Alzheimer’s disease. Neuropeptides 73:96–106
Sadigh-Eteghad S, Talebi M, Mahmoudi J, Babri S, Shanehbandi D (2015) Selective activation of α7 nicotinic acetylcholine receptor by PHA-543613 improves Aβ25-35-mediated cognitive deficits in mice. Neuroscience 298:81–93
Cacabelos R, Teijido O, Carril JC (2019) Pharmacoepigenetic processors: epigenetic drugs, drug resistance, toxicoepigenetics and nutriepigenenetics. In: Cacabelos R (ed) Pharmacoepigenetics. Elsevier/Academic Press, Oxford
Tang X, Chen S (2015) Epigenetic regulation of cytochrome P450 enzymes and clinical implication. Curr Drug Metab 16:86–96
Habano W, Kawamura K, Iizuka N, Terashima J, Sugai T, Ozawa S (2015) Analysis of DNA methylation landscape reveals the roles of DNA methylation in the regulation of drug metabolizing enzymes. Clin Epigenetics 7:105
Cacabelos R, Torrellas C, Carrera I (2015) Opportunities in pharmacogenomics for the treatment of Alzheimer’s disease. Future Neurol 10:229–252
Chu SK, Yang HC (2017) Interethnic DNA methylation difference and its implications in pharmacoepigenetics. Epigenomics 9:1437–1454
Lee IS, Kim D (2011) Polymorphic metabolism by functional alterations of human cytochrome P450 enzymes. Arch Pharm Res 34:1799–1816
Xie HG, Kim RB, Wood AJ, Stein CM (2001) Molecular basis of ethnic differences in drug disposition and response. Annu Rev Pharmacol Toxicol 41:815–850
Isaza C, Henao J, Ramírez E (2005) Polymorphic variants of the beta-2-adrenergic receptor (ADRB2) gene and ADRB2-related propanolol-induced dyslipidemia in the Colombian population. Methods Find Exp Clin Pharmacol 27:237–244
Taskin B, Percin FE, Ergun MA (2016) Investigation of CYP2D6 gene polymorphisms in Turkish population. Psychopharmacol Bull 46:67–72
Cacabelos R (ed) (2012) World guide for drug use and pharmacogenomics. EuroEspes Publishing, A Corunna
Apellániz-Ruiz M, Inglada-Pérez L, Naranjo ME, Sánchez L, Mancikova V, Currás-Freire et al (2015) High frequency and founder effect of the CYP3A4*20 loss-of-function allele in the Spanish population classifies CYP3A4 as a polymorphic enzyme. Pharmacogenomics J 15:288–292
Backman JT, Filppula AM, Niemi M, Neuvonen PJ (2016) Role of cytochrome P450 2C8 in drug metabolism and interactions. Pharmacol Rev 68:168–241
Zhou Y, Lauschke VM (2018) Comprehensive overview of the pharmacogenetic diversity in Ashkenazi Jews. J Med Genet 55:617–627
Tucci JD, Pumuye PP, Helsby NA, Barrat DT, Pokeya PP, Hombhanje D et al (2018) Pharmacogenomics in Papua New Guineans: unique profiles and implications for enhancing drug efficacy while improving drug safety. Pharmacogenet Genomics 28:153–164
Rajman I, Knapp L, Morgan T, Masimirembwa C (2017) African genetic diversity: implications for cytochrome P450-mediated drug metabolism and drug development. EBioMedicine 17:67–74
Gaio V, Picanço I, Nunes B, Fernandes A, Mendonca F, Horta-Correia F et al (2015) Pharmacogenetic profile of a South Portuguese population: results from the pilot study of the European Health Examination Survey in Portugal. Public Health Genomics 18:139–150
Marquez B, Van Bambeke F (2011) ABC multidrug transporters: target for modulation of drug pharmacokinetics and drug-drug interactions. Curr Drug Targets 12:600–620
Cacabelos R, López-Muñoz F (2014) The ABCB1 transporter in Alzheimer’s disease. Clin Exp Pharmacol 4:e128
Elali A, Rivest S (2013) The role of ABCB1 and ABCA1 in beta-amyloid clearance at the neurovascular unit in Alzheimer’s disease. Front Physiol 4:45
Cascorbi I, Flüh C, Remmler C, Haenisch S, Faltraco F, Grumbt M et al (2013) Association of ATP-binding cassette transporter variants with the risk of Alzheimer’s disease. Pharmacogenomics 14:485–494
Fehér Á, Juhász A, László A, Pákáski M, Kálmán J, Janka Z (2013) Association between the ABCG2 C421A polymorphism and Alzheimer’s disease. Neurosci Lett 550:51–54
Chai AB, Leung GKF, Callaghan R, Gelissen IC (2020) P-glycoprotein: a role in the export of amyloid-β in Alzheimer’s disease? FEBS J 287:612–625
Alharbi HA, Alcorn J, Al-Mousa A, Giesy JP (2017) Toxicokinetics and toxicodynamics of chlorpyrifos is altered in embryos of Japanese medaka exposed to oil sands process-affected water: evidence for inhibition of P-glycoprotein. J Appl Toxicol 37:591–601
Bruckmann S, Brenn A, Grube M, Niedrig K, Holtfreter S, von Bohlen, Halbach O et al (2017) Lack of P-glycoprotein results in impairment of removal of beta-amyloid and increased intraparenchymal cerebral amyloid angiopathy after active immunization in a transgenic mouse model of Alzheimer’s disease. Curr Alzheimer Res 14:656–667
Szablewski L (2017) Glucose transporters in brain: in health and in Alzheimer’s disease. J Alzheimers Dis 55:1307–1320
Alam MA, Datta PK (2019) Epigenetic regulation of excitatory amino acid transporter 2 in neurological disorders. Front Pharmacol 10:1510
Sharma A, Kazim SF, Larson CS, Ramakrishnan A, Gray JD, McEwen BS et al (2019) Divergent roles of astrocytic versus neuronal EAAT2 deficiency on cognition and overlap with aging and Alzheimer’s molecular signatures. Proc Natl Acad Sci U S A 116:21800–21811
Pang R, Wang X, Du Z, Pei F, Li Z, Sun L et al (2020) The distribution and density of monocarboxylate transporter 2 in cerebral cortex, hippocampus and cerebellum of wild-type mice. J Anat 236:370–377
Ugbode C, Hu Y, Whalley B, Peers C, Rattray M, Dallas ML (2017) Astrocytic transporters in Alzheimer’s disease. Biochem J 474:333–355
Mandal AK, Mount DB (2019) Interaction between ITM2B and GLUT9 links urate transport to neurodegenerative disorders. Front Physiol 10:1323
Britzolaki A, Saurine J, Klocke B, Pitychoutis PM (2020) A role for SERCA pumps in the neurobiology of neuropsychiatric and neurodegenerative disorders. Adv Exp Med Biol 1131:131–161
Chen JJ, Nathaniel DL, Raghavan P, Nelson M, Tian R, Tse E et al (2019) Compromised function of the ESCRT pathway promotes endolysosomal escape of tau seeds and propagation of tau aggregation. J Biol Chem 294:18952–18966
Kunkle BW, Vardarajan BN, Naj AC, Whitehead PL, Rolati S, Slifer S et al (2017) Early-onset Alzheimer disease and candidate risk genes involved in endolysosomal transport. JAMA Neurol 74:1113–1122
Jadiya P, Kolmetzky DW, Tomar D, Di Meco A, Lombardi AA, Lambert JP et al (2019) Impaired mitochondrial calcium efflux contributes to disease progression in models of Alzheimer’s disease. Nat Commun 10:3885
Moriguchi S, Kita S, Fukaya M, Osanai M, Inagaki R, Sasaki Y et al (2018) Reduced expression of Na+/Ca2+ exchangers is associated with cognitive deficits seen in Alzheimer’s disease model mice. Neuropharmacology 131:291–303
Maezawa I, Nguyen HM, Di Lucente J, Jenkins DP, Singh V, Hilt S et al (2018) Kv1.3 inhibition as a potential microglia-targeted therapy for Alzheimer’s disease: preclinical proof of concept. Brain 141:596–612
Shoshan-Barmatz V, Pittala S, Mizrachi D (2019) VDAC1 and the TSPO: expression, interactions, and associated functions in health and disease states. Int J Mol Sci 20:E3348
Shoshan-Barmatz V, Nahon-Crystal E, Shteinfer-Kuzmine A, Gupta R (2018) VDAC1, mitochondrial dysfunction, and Alzheimer’s disease. Pharmacol Res 131:87–101
Heinemeyer T, Stemmet M, Bardien S, Neethling A (2019) Underappreciated roles of the translocase of the outer and inner mitochondrial membrane protein complexes in human disease. DNA Cell Biol 38:23–40
Alrosan A, Aleidi SM, Yang A, Brown AJ, Gelissen IC (2019) The adaptor protein Alix is involved in the interaction between the ubiquitin ligase NEDD4-1 and its targets, ABCG1 and ABCG4. Int J Mol Sci 20:E2714
Adnan M, Islam W, Zhang J, Zheng W, Lu GD (2019) Diverse role of SNARE protein Sec22 in vesicle trafficking, membrane fusion, and autophagy. Cell 8:E337
D’Onofrio G, Panza F, Sancarlo D, Lauriola M, Dagostino MP, Paroni G et al (2019) Hydroxytryptamine transporter gene-linked polymorphic region (5HTTLPR) is associated with delusions in Alzheimer’s disease. Transl Neurodegen 8:4
Fehér Á, Giricz Z, Juhász A, Pakaski M, Janka Z, Kalman J (2018) ABCA1 rs2230805 and rs2230806 common gene variants are associated with Alzheimer’s disease. Neurosci Lett 664:79–83
Hu W, Lin X, Zhang H, Zhao N (2017) ATP binding cassette subfamily a member 2 (ABCA2) expression and methylation are associated with Alzheimer’s disease. Med Sci Monit 23:5851–5861
Davis W, Tew KD (2018) ATP-binding cassette transporter-2 (ABCA2) as a therapeutic target. Biochem Pharmacol 151:188–200
Bhatia S, Fu Y, Hsiao JT, Halliday GM, Kim WS (2017) Deletion of Alzheimer’s disease risk gene ABCA7 alters White adipose tissue development and leptin levels. J Alzheimers Dis Rep 1:237–247
Lamartinière Y, Boucau MC, Dehouck L, Krohn M, Pahnke J, Candela P et al (2018) ABCA7 downregulation modifies cellular cholesterol homeostasis and decreases amyloid-β peptide efflux in an in vitro model of the blood-brain barrier. J Alzheimers Dis 64:1195–1211
De Roeck A, Duchateau L, Van Dongen J, Cacace R, Bjerke M, van den Bossche T (2018) An intronic VNTR affects splicing of ABCA7 and increases risk of Alzheimer’s disease. Acta Neuropathol 135:827–837
Yamazaki K, Yoshino Y, Mori T, Yoshida T, Ozaki Y, Sao T et al (2017) Gene expression and methylation analysis of ABCA7 in patients with Alzheimer’s disease. J Alzheimers Dis 57:171–181
Liao YC, Lee WJ, Hwang JP, Wang YF, Tsai CF, Wang PN et al (2014) ABCA7 gene and the risk of Alzheimer’s disease in Han Chinese in Taiwan. Neurobiol Aging 35:2423.e7–2423.e13
Zhong X, Liu MY, Sun XH, Wei MJ (2016) Association between ABCB1 polymorphisms and haplotypes and Alzheimer’s disease: a meta-analysis. Sci Rep 6:32708
Nelson PT, Estus S, Abner EL, Parikh I, Malik M, Neltner JH et al (2014) ABCC9 gene polymorphism is associated with hippocampal sclerosis of aging pathology. Acta Neuropathol 127:825–843
Sano O, Tsujita M, Shimizu Y, Kato R, Kobayashi A, Kioka N et al (2016) ABCG1 and ABCG4 suppress γ-secretase activity and amyloid β production. PLoS One 11:e0155400
Liu HP, Lin WY, Wang WF, Tsai CH, Wu WC, Chiou MT et al (2013) Genetic variability in copper-transporting P-type adenosine triphosphatase (ATP7B) is associated with Alzheimer’s disease in a Chinese population. J Biol Regul Homeost Agents 27:319–327
Montesanto A, Crocco P, Dato S, Geracitano S, Frangipane F, Colao R et al (2018) Uncoupling protein 4 (UCP4) gene variability in neurodegenerative disorders: further evidence of association in Frontotemporal dementia. Aging (Albany NY) 10:3283–3293
Amir Shaghaghi M, Murphy B, Eck P (2016) The SLC2A14 gene: genomic locus, tissue expression, splice variants, and subcellular localization of the protein. Biochem Cell Biol 94:331–335
Roussotte FF, Gutman BA, Hibar DP, Madsen SK, Narr KL, Thompson PM et al (2015) Carriers of a common variant in the dopamine transporter gene have greater dementia risk, cognitive decline, and faster ventricular expansion. Alzheimers Dement 11:1153–1162
Fehér Á, Juhász A, Pákáski M, Kalman J, Janka Z (2014) Association between the 9 repeat allele of the dopamine transporter 40bp variable tandem repeat polymorphism and Alzheimer’s disease. Psychiatry Res 220:730–731
Yamazaki K, Yoshino Y, Mori T, Okita M, Yoshida T, Mori Y et al (2016) Association study and meta-analysis of polymorphisms, methylation profiles, and peripheral mRNA expression of the serotonin transporter gene in patients with Alzheimer’s disease. Dement Geriatr Cogn Disord 41:334–347
Teumer A, Chaker L, Groeneweg S, Li Y, Munno CD, Barbieri C et al (2018) Genome-wide analyses identify a role for SLC17A4 and AADAT in thyroid hormone regulation. Nat Commun 9:4455
Xu M, Xiao M, Li S, Yang B (2017) Aquaporins in nervous system. Adv Exp Med 969:81–103
Zeppenfeld DM, Simon M, Haswell JD, D’Abreo D, Association of perivascular localization of aquaporin-4 with cognition and Alzheimer disease in aging brainsMurchison C, Quinn JF et al (2017) . JAMA Neurol 74:91–99
Qureshi YH, Patel VM, Berman DE, Kothiya MJ, Neufeld JL, Vardarajan B et al (2018) An Alzheimer’s disease-linked loss-of-function CLN5 variant impairs cathepsin D maturation, consistent with a retromer trafficking defect. Mol Cell Biol 38:e00011–e00018
Mohanty V, Siddiqui MR, Tomita T, Mayanil CS (2017) Folate receptor alpha is more than just a folate transporter. Neurogenesis (Austin) 4:e1263717
Teranishi Y, Inoue M, Yamamoto NG, Kihara T, Weihager B, Ishikawa T et al (2015) Proton myo-inositol cotransporter is a novel γ-secretase associated protein that regulates Aβ production without affecting Notch cleavage. FEBS J 282:3438–3451
Kanai Y, Clémençon B, Simonin A, Leuenberger M, Lochner M, Weisstanner M et al (2013) The SLC1 high-affinity glutamate and neutral amino acid transporter family. Mol Asp Med 34:108–120
Shubbar MH, Penny JI (2018) Effect of amyloid beta on ATP-binding cassette transporter expression and activity in porcine brain microvascular endothelial cells. Biochim Biophys Acta Gen Subj 1862:2314–2322
Vauthier V, Housset C, Falguières T (2017) Targeted pharmacotherapies for defective ABC transporters. Biochem Pharmacol 136:1–11
Fan J, Zareyan S, Zhao W, Shimizu Y, Pfeifer TA, Tak JH et al (2016) Identification of a chrysanthemic ester as an apolipoprotein E inducer in astrocytes. PLoS One 11:e0162384
Padala AK, Wani A, Vishwakarma RA, Kumar A, Bharate SB (2016) Functional induction of P-glycoprotein efflux pump by phenyl benzenesulfonamides: synthesis and biological evaluation of T0901317 analogs. Eur J Med Chem 122:744–755
Cacabelos R, Llovo R, Fraile C, Fernández-Novoa L (2007) Pharmacogenetic aspects of therapy with cholinesterase inhibitors: the role of CYP2D6 in Alzheimer’s disease pharmacogenetics. Curr Alzheimer Res 4:479–500
Cacabelos R (2007) Donepezil in Alzheimer’s disease: from conventional trials to pharmacogenetics. Neuropsychiatr Dis Treat 3:303–333
Brewster JT, Dell’Acqua S, Thach DQ, Sessler JL (2019) Classics in chemical neuroscience: donepezil. ACS Chem Neurosci 10:155–167
Noetzli M, Eap CB (2013) Pharmacodynamic, pharmacokinetic and pharmacogenetic aspects of drugs used in the treatment of Alzheimer’s disease. Clin Pharmacokinet 52:225–241
Noetzli M, Guidi M, Ebbing K, Eyer S, Wilhelm L, Michon A et al (2014) Population pharmacokinetic approach to evaluate the effect of CYP2D6, CYP3A, ABCB1, POR and NR1I2 genotypes on donepezil clearance. Br J Clin Pharmacol 78:135–144
Xiao T, Jiao B, Zhang W, Tang B, Shen L (2016) Effect of the CYP2D6 and APOE polymorphisms on the efficacy of donepezil in patients with Alzheimer’s disease: a systematic review and meta-analysis. CNS Drugs 30:899–907
Sokolow S, Li X, Chen L, Taylor KD, Rotter JI, Rissman RA et al (2017) Deleterious effect of butyrylcholinesterase K-variant in donepezil treatment of mild cognitive impairment. J Alzheimers Dis 56:229–237
Russo P, Kisialiou A, Moroni R, Prinzi G, Fini M (2017) Effect of genetic polymorphisms (SNPs) in CHRNA7 gene on response to acetylcholinesterase inhibitors (AChEI) in patients with Alzheimer’s disease. Curr Drug Targets 18:1179–1190
Noetzli M, Guidi M, Ebbing K, Eyer S, Zumbach S, Giannakopoulos P (2013) Relationship of CYP2D6, CYP3A, POR, and ABCB1 genotypes with galantamine plasma concentrations. Ther Drug Monit 35:270–275
Birks JS, Grimley Evans J (2015) Rivastigmine for Alzheimer’s disease. Cochrane Database Syst Rev 10:CD001191
Gul A, Bakht J, Mehmood F (2019) Huperzine-A response to cognitive impairment and task switching deficits in patients with Alzheimer’s disease. J Chin Med Assoc 82:40–43
Lin PP, Li XN, Yuan F, Chen WL, Yang MJ, Xu HR (2016) Evaluation of the in vitro and in vivo metabolic pathway and cytochrome P450 inhibition/induction profile of Huperzine A. Biochem Biophys Res Commun 480:248–253
Noetzli M, Guidi M, Ebbing K, Eyer S, Wilhelm L, Michon A et al (2013) Population pharmacokinetic study of memantine: effects of clinical and genetic factors. Clin Pharmacokinet 52:211–223
Bastrup J, Hansen KH, Poulsen TBG, Kastaniegaard K, Asuni AA, Christensen S et al (2021) Anti-Aβ antibody aducanumab regulates the proteome of senile plaques and closely surrounding tissue in a transgenic mouse model of Alzheimer’s disease. J Alzheimers Dis 79:249–265
Cacabelos R, Cacabelos P, Carril JC (2019) Epigenetics and pharmacoepigenetics of age-related neurodegenerative disorders. In: Cacabelos R (ed) Pharmacoepigenetics. Academic Press/Elsevier, Oxford, UK, pp 903–950
Cacabelos R (2014) Epigenomic networking in drug development: from pathogenic mechanisms to pharmacogenomics. Drug Dev Res 75:348–365
Cacabelos R, Torrellas C, López-Muñoz F (2014) Epigenomics of Alzheimer’s disease. J Exp Med 6:75–82
Cacabelos R, Torrellas C (2014) Epigenetic drug discovery for Alzheimer’s disease. Expert Opin Drug Discovery 9:1059–1086
Cacabelos R (2019) Pathoepigenetics: the role of epigenetic biomarkers in disease pathogenesis. In: Cacabelos R (ed) Pharmacoepigenetics. Academic Press/Elsevier, Oxford, UK, pp 139–189
Qazi TJ, Quan Z, Mir A, Qing H (2018) Epigenetics in Alzheimer’s disease: perspective of DNA methylation. Mol Neurobiol 55:1026–1044
Ciceri F, Rotllant D, Maes T (2017) Understanding epigenetic alterations in Alzheimer’s and Parkinson’s disease: towards targeted biomarkers and therapies. Curr Pharm Des 23:839–857
Swarbrick S, Wragg N, Ghosh S, Stolzing A (2019) Systematic review of miRNA as biomarkers in Alzheimer’s disease. Mol Neurobiol 56:6156–6167
Gupta P, Bhattacharjee S, Sharma AR, Sharma G, Lee SS, Chakraborty C (2017) miRNAs in Alzheimer disease – a therapeutic perspective. Curr Alzheimer Res 14:1198–1206
Silvestro S, Bramanti P, Mazzon E (2019) Role of miRNAs in Alzheimer’s disease and possible fields of application. Int J Mol Sci 20:3979
Kandimalla R, Reddy PH (2017) Therapeutics of neurotransmitters in Alzheimer’s disease. J Alzheimers Dis 57:1049–1069
Chu LW (2012) Alzheimer’s disease: early diagnosis and treatment. Hong Kong Med J 18:228–237
Ferreira-Vieira TH, Guimaraes IM, Silva FR, Ribeiro FM (2016) Alzheimer’s disease: targeting the cholinergic system. Curr Neuropharmacol 14:101–115
Serretti A (2017) Genetics and pharmacogenetics of mood disorders. Psychiatr Pol 51:197–203
Wyska E (2019) Pharmacokinetic considerations for current state-of-the-art antidepressants. Expert Opin Drug Metab Toxicol 15:831–847
Tiwari AK, Souza RP, Müller DJ (2009) Pharmacogenetics of anxiolytic drugs. J Neural Transm 116:667–677
Torrellas C, Risso A, Carril JC (2015) Optimización del uso de antidepresivos con estrategias farmacogenéticas. Gen-T 10:17–26
Osanlou O, Pirmohamed M, Daly AK (2018) Pharmacogenetics of adverse drug reactions. Adv Pharmacol 83:155–190
Ross CJ, Carleton B, Warn DG, Stenton SB, Rassekh SR, Hayden MR (2007) Genotypic approaches to therapy in children: a national active surveillance network (GATC) to study the pharmacogenomics of severe adverse drug reactions in children. Ann N Y Acad Sci 1110:177–192
Eissenberg JC, Aurora R (2019) Pharmacogenomics: what the doctor ordered? Mo Med 116:217–225
Becquemont L (2009) Pharmacogenomics of adverse drug reactions: practical applications and perspectives. Pharmacogenomics 10:961–969
Elzagallaai AA, Greff M, Rieder MJ (2017) Adverse drug reactions in children: the double-edged sword of therapeutics. Clin Pharmacol Ther 101:725–735
Malki MA, Pearson ER (2020) Drug-drug-gene interactions and adverse drug reactions. Pharmacogenomics J 20:355–366
Pirmohamed M (2014) Personalized pharmacogenomics: predicting efficacy and adverse drug reactions. Annu Rev Genomics Hum Genet 15:349–370
Aagaard L, Hansen EH (2009) Information about ADRs explored by pharmacovigilance approaches: a qualitative review of studies on antibiotics, SSRIs and NSAIDs. BMC Clin Pharmacol 9:4
Magro L, Moretti U, Leone R (2012) Epidemiology and characteristics of adverse drug reactions caused by drug-drug interactions. Expert Opin Drug Saf 11:83–94
Weinshilboum RM, Wang L (2017) Pharmacogenomics: precision medicine and drug response. Mayo Clin Proc 92:1711–1722
Roden DM, McLeod HL, Relling MV, Williams MS, Mensah GA, Peterson JF et al (2019) Pharmacogenomics. Lancet 394:521–532
Borroni RG (2015) Role of dermatology in pharmacogenomics: drug-induced skin injury. Pharmacogenomics 16:401–412
Davies EC, Green CF, Mottram DR, Pirmohamed M (2007) Adverse drug reactions in hospitals: a narrative review. Curr Drug Saf 2:79–87
Chan SL, Ang X, Sani LL, Ng HY, Winther MD, Liu JJ et al (2016) Prevalence and characteristics of adverse drug reactions at admission to hospital: a prospective observational study. Br J Clin Pharmacol 82:1636–1646
Empey PE (2010) Genetic predisposition to adverse drug reactions in the intensive care unit. Crit Care Med 38:S106–S116
Alessandrini M, Chaudhry M, Dodgen TM, Pepper MS (2016) Pharmacogenomics and global precision medicine in the context of adverse drug reactions: top 10 opportunities and challenges for the next decade. OMICS 20:593–603
Kim GJ, Lee SY, Park JH, Ryu BY, Kim JH (2017) Role of preemptive genotyping in preventing serious adverse drug events in south Korean patients. Drug Saf 40:65–80
Schildcrout JS, Denny JC, Bowton E, Pulley JM, Basford MA, Cowan JD et al (2012) Optimizing drug outcomes through pharmacogenetics: a case for preemptive genotyping. Clin Pharmacol Ther 92:235–242
Dunnenberger HM, Crews KR, Hoffman JM, Caudle KE, Broeckel U, Howard SC et al (2015) Preemptive clinical pharmacogenetics implementation: current programs in five US medical centers. Annu Rev Pharmacol Toxicol 55:89–106
Roden DM, Van Driest SL, Mosley JD, Wells QS, Robinson JR, Denny JC et al (2018) Benefit of preemptive pharmacogenetic information on clinical outcome. Clin Pharmacol Ther 103:787–794
Aagaard L, Hansen EH (2013) Adverse drug reactions reported by consumers for nervous system medications in Europe 2007 to 2011. BMC Pharmacol Toxicol 14:30
Cacabelos R (2019) Epigenetics and pharmacoepigenetics of neurodevelopmental and neuropsychiatric disorders. In: Cacabelos R (ed) Pharmacoepigenetics. Academic Press/Elsevier, Oxford, UK, pp 609–709
Kam H, Jeong H (2020) Pharmacogenomic biomarkers and their applications in psychiatry. Genes 11:1445
Cacabelos R, Torrellas C (2015) Pharmacogenomics of antidepressants. HSOA J Psych Dep Anx 1:001
Cacabelos R (2020) Pharmacogenomics of Alzheimer’s and Parkinson’s diseases. Neurosci Lett 726:133807
Cacabelos R (2009) Pharmacogenomic biomarkers in neuropsychiatry: the path to personalized medicine in mental disorders. In: Ritsner MS (ed) The handbook of neuropsychiatric biomarkers, endophenotypes and genes. Vol. IV: Molecular genetic and genomic markers. Springer, Amsterdam, pp 3–63
Caroli A, Frisoni GB, Alzheimer’s Disease Neuroimaging Initiative (2010) The dynamics of Alzheimer’s disease biomarkers in the Alzheimer’s disease neuroimaging initiative cohort. Neurobiol Aging 31:1263–1274
Jack CR Jr, Knopman DS, Jagust WJ, Petersen RC, Weiner MW, Aisen PS et al (2013) Tracking pathophysiological processes in Alzheimer’s disease: an updated hypothetical model of dynamic biomarkers. Lancet Neurol 12:207–216
Blennow K, Zetterberg H (2018) Biomarkers for Alzheimer’s disease: current status and prospects for the future. J Intern Med 284:643–663
Zetterberg H, Bendlin BB (2021) Biomarkers for Alzheimer’s disease: preparing for a new era of disease-modifying therapies. Mol Psychiatry 26:296–308
Márquez F, Yassa MA (2019) Neuroimaging biomarkers for Alzheimer’s disease. Mol Neurodegener 14:21
Cacabelos R, Lombardi V, Fernández-Novoa L (2004) A functional genomics approach to the analysis of biological markers in Alzheimer disease. In: Takeda M, Tanaka T, Cacabelos R (eds) Molecular neurobiology of Alzheimer’s Disease and related disorders. Karger, Basel, pp 236–285
Ruths S, Straand J, Nygaard HA (2001) Psychotropic drug use in nursing homes: diagnostic indications and variations between institutions. Eur J Clin Pharmacol 57:523–528
Brimelow RE, Wollin JA, Byrne GJ, Dissanayaka NN (2019) Prescribing of psychotropic drugs and indicators for use in residential aged care and residents with dementia. Int Psychogeriatr 31:837–847
Holmquist IB, Svensson B, Höglund P (2005) Perceived anxiety, depression, and sleeping problems in relation to psychotropic drug use among elderly in assisted-living facilities. Eur J Clin Pharmacol 61:215–224
Zahirovic I, Torisson G, Wattmo C, Londos E (2018) Psychotropic and anti-dementia treatment in elderly persons with clinical signs of dementia with Lewy bodies: a cross-sectional study in 40 nursing homes in Sweden. BMC Geriatr 18:50
Gulla C, Selbaek G, Flo E, Kjome R, Kirkevold O, Husebo BS (2016) Multi-psychotropic drug prescription and the association to neuropsychiatric symptoms in three Norwegian nursing home cohorts between 2004 and 2011. BMC Geriatr 16:115
Janus SI, van Manen JG, IJzerman MJ, Zuidema SU (2016) Psychotropic drug prescriptions in Western European nursing homes. Int Psychogeriatr 28:1775–1790
Helvik AS, Šaltytė Benth J, Wu B, Engedal K, Selbaek G (2017) Persistent use of psychotropic drugs in nursing home residents in Norway. BMC Geriatr 17:52
Acknowledgments
The authors would like to thank their collaborators at the International Center of Neuroscience and Genomic Medicine for technical assistance.
Declaration of Interest
RC is President and stockholder of EuroEspes (Biomedical Research Center), EuroEspes Biotechnology, IABRA, and EuroEspes Publishing Co. NC is a shareholder of EuroEspes, S.A. The authors have no other relevant affiliations or financial involvement with any other organization or entity with a financial interest in or financial conflict with the subject matter or materials discussed apart from those disclosed.
Funding
This article was funded by EuroEspes, S.A., and IABRA (International Agency for Brain Research and Aging).
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Cacabelos, R. et al. (2022). Pharmacogenomics of Alzheimer’s Disease: Novel Strategies for Drug Utilization and Development. In: Yan, Q. (eds) Pharmacogenomics in Drug Discovery and Development. Methods in Molecular Biology, vol 2547. Humana, New York, NY. https://doi.org/10.1007/978-1-0716-2573-6_13
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