9/27/2018
Objectives
• At the completion of this training activity, the participant should be able to:
Anticholinergic and Sedative Burden • Explain the risks associated with anticholinergic and sedative & Pharmacogenomics medication use in older adults • Compare and contrast methods for quantifying anticholinergic Kevin T. Bain, PharmD, MPH, BCPS, BCGP, CPH, FASCP and sedative burden SVP, Research & Development • Describe how genetic variants may affect drug pharmacokinetics and pharmacodynamics for a series of drugs CareKinesis Clinical Advisory Panel September 21, 2018
Anticholinergic Pathophysiology Cholinergic Hypothesis
Anticholinergic and Sedative Pathophysiology
A loss of cholinergic function in the CNS contributes significantly to the cognitive decline associated with advanced age and Alzheimer’s disease (AD)
Terry AV Jr, et al. J Pharmacol Exp Ther. 2003;306:821-7.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 1 9/27/2018
Sedative Pathophysiology Pathophysiology Alterations in the BBB Cholinergic Hypothesis
• Alterations in high-affinity choline uptake / transport • Impaired acetylcholine release • Deficits in the expression of nicotinic and muscarinic receptors • Dysfunctional neurotrophin support • Deficits in axonal transport
Net Result - Low level of the neurotransmitter acetylcholine (ACh) - Leads to both cognitive and non-cognitive (e.g., behavioral) symptoms Age-related alterations in the blood brain barrier (BBB) contribute significantly to the exaggerated response associated with medications affecting the CNS Terry AV Jr, et al. J Pharmacol Exp Ther. 2003;306:821-7. Wong AD, et al. Front Neuroeng. 2013;6:1-22. DeKosky ST. J Am Geriatr Soc. 2003;51:S314-20. Cabezas R, et al. Front Cell Neurosci. 2014;8:1-11.
Sedative Pathophysiology Alterations in the BBB
Anticholinergic Pharmacology
P-glycoprotein activity of lymphocytes in Vd of (R)-verapamil in brain in young & young & elderly subjects as a function of age elderly subjects as a function of age
Toornvliet R, et al. Clin Pharmacol Ther. 2006;79:540-8.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 2 9/27/2018
Anticholinergic Pharmacology Anticholinergic Pharmacology Anticholinergic Hypothesis Anticholinergic Hypothesis Block acetylcholine receptors in neurons through • Most anticholinergics interact with muscarinic ACh receptors competitive inhibition • A few can also affect the nicotinic ACh receptors (e.g., glycopyrrolate)
Antagonistic effects are reversible • The anticholinergic activity expressed by a drug is directly related to its potential to bind to muscarinic ACh receptors
• Presuming the cholinergic hypothesis is correct then one would expect the elderly & those with AD to be especially sensitive to the cognitive impairing effects of anticholinergic drugs • Indeed, substantial data to support this premise have been published
Terry AV Jr, et al. J Pharmacol Exp Ther. 2003;306:821-7. Pasqualetti G, et al. Clin Interv Aging. 2015;10:1457-66. Rudd KM, et al. Pharmacotherapy. 2005;25:1592-601.
Anticholinergic Pharmacology Sedative Pharmacology Anticholinergic Drug Interactions Multiple CNS Mechanisms
• Clinically-important drug-drug interactions • Agonism of the benzodiazepine receptor (GABA-A complex) • Cholinergic / muscarinic agonists – Pharmacodynamic • Benzodiazepines & barbiturates Direct: Bethanechol Indirect: Acetylcholinesterase inhibitors (e.g., donepezil, rivastigmine) • Antagonism of histamine H1 receptors • CYP450-mediated drug interactions (competitive inhibition) – Pharmacokinetic • Antihistamines, antipsychotics, & TCAs • Drug specific • Binding to the μ-opioid receptor • Opioids • Clinically-important drug-disease interactions • Antagonism of α1-adrenergic receptors • Benign prostatic hyperplasia • Antipsychotics • Constipation • Dementia • Blockage of muscarinic receptors • Glaucoma (narrow-angle) • Smooth muscle relaxants (urinary antispasmodics)
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 3 9/27/2018
Anticholinergic Pharmacology Sedative Drug Interactions
• Clinically-important drug-drug interactions • CNS effects – Pharmacodynamic Concomitant administration with other drugs that cause CNS depression e.g., Opioid + Benzodiazepine + Antidepressant • Respiratory effects – Pharmacodynamic Adverse Effects of Anticholinergic Concomitant administration with other drugs that cause respiratory depression e.g., Opioid + Benzodiazepine • CYP450-mediated drug interactions (competitive inhibition) – Pharmacokinetic and Sedative Medications Drug specific (e.g., opioids are weak substrates for the CYP2D6 isoenzyme)
• Clinically-important drug-disease interactions • Use of opioids in patients with conditions accompanied by hypoxia, hypercapnia, or Including Morbidity & Mortality decreased respiratory reserve COPD, cor pulmonale, morbid obesity • Use of sedative drugs in patients at high-risk for falls History of falls, orthostatic hypotension, syncope
THIS IS YOUR BRAIN Adverse Effects Older Adults’ Susceptibility
Anticholinergic & Sedative • Older adults are particularly vulnerable to anticholinergic and sedative- related adverse effects for several reasons: THIS IS YOUR BRAIN ON DRUGS • They have a high probability of being exposed • High medical comorbidity & polypharmacy
• They are more sensitive to experience serious effects • Especially cognitive adverse effects (e.g., gait instability & falls)
• Age-related physiological changes • Increase in blood-brain barrier permeability • Decline in hepatic drug metabolism and renal drug clearance YES, we have questions • Reduction in central cholinergic activities (i.e., decreased neurons & receptors, decreased acetylcholine-mediated transmission) • Increase in % of adipose tissue (increased distribution of lipophilic drugs, e.g., diazepam) Boustani M, et al. Aging Health. 2008;4:311-20. Taipale HT, et al. Clin Psychopharmacol. 2012;32:218-24. Tune LE. J Clin Psychiatry. 2001;62:11-4.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 4 9/27/2018
Anticholinergic Adverse Effects Anticholinergic Risks
• Agitation / delirium • Urinary retention • Onset or worsening BPSD • Increased UTI • Loss of independence • Loss of independence • Institutionalization • Acute kidney injury (AKI)
• Cardiac dysrhythmias • Dry mouth • Arrhythmias • Dysphagia • Dental caries • Impaired communication • Constipation • Fecal impaction • Blurred vision (ACB) + Dizziness (SB) • Paralytic ileus • Gait disturbances / falls • Pain Boustani M, et al. Aging Health. 2008;4:311-20. http://lookfordiagnosis.com/mesh_info.php?term=anticholinergic+syndrome&lang=1 Tune LE. J Clin Psychiatry. 2001;62:11-4.
Sedative Risks Anticholinergic Morbidity Cognitive Function • Daytime sleepiness • Blurred vision (ACB) + Dizziness (SB) • Sedentary • Gait disturbances / falls • Cause or worsen cognitive impairment & delirium • Social isolation • Myriad studies have found a significant association between anticholinergic burden and either cognitive impairment or delirium • Dependence • Memory impairment • Physical • Anterograde amnesia • Psychological • Increase the risk of dementia & Alzheimer’s Disease • A recently published study (2015) demonstrated that higher cumulative anticholinergic drug use is associated with incident dementia • Depression • Tolerance • The risk was statistically significant among patients with the highest exposure • Abuse (dementia: adjusted HR, 1.54 [95% CI, 1.21-1.96]; Alzheimer’s disease: adjusted HR, 1.63 • Withdrawal [95% CI, 1.24-2.14]) compared with those with no use
Taipale HT, et al. Clin Psychopharmacol. 2012;32:218-24. Taipale HT, et al. Int Clin Psychopharmacol. 2012;32:218-24. Boustani M, et al. Aging Health. 2008;4:311-20. Carrière I, et al. Ann Intern Med. 2009;169:1317-24. Taipale HT, et al. J Gerontol A Biol Sci Med Sci. 2011;66:1384-92. Taipale HT, et al. Drugs Aging. 2009;26:871-81. Campbell N, et al. Clin Interv Aging. 2009;4:225-33. Gray SL, et al. JAMA Intern Med. 2015;175:401-7.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 5 9/27/2018
Anticholinergic Morbidity Anticholinergic Morbidity Cognitive Function Physical Function
• Increased brain atrophy • Higher anticholinergic burden is significantly associated with falls • A study published in 2016 found the use of drugs with moderate to strong • In a longitudinal study of community-dwelling older adults >65 years anticholinergic activity was associated with brain atrophy without dementia, in men, the use of drugs with definite anticholinergic • Whole brain & temporal lobe atrophy activity was associated with greater risk of subsequent injurious falls (aRR, • In cognitively normal older adults 2.55 [95% CI, 1.33-4.88])
• As well as poorer cognition (e.g., immediate memory recall & executive • Recent study (2015) reveals 16% greater risk of injury in older adults currently function) and reduced glucose metabolism using anticholinergic drugs compared with non-users • Included falls (with injury) but not exclusively injuries as a result of falls • The effect appeared additive • An increased anticholinergic burden was associated with worsening executive function & increased brain atrophy Aizenberg D, et al. Int Psychogeriatr. 2002;14:307-10. Richardson K, et al. J Am Geriatr Soc. 2015;63:1561-9. Dauphinot V, et al. J Clin Psychopharmacol. 2014;34:565-70. Spence MM, et al. J Am Geriatr Soc. 2015;63:1197-202. Risacher SL, et al. JAMA Neurol. 2016;73:721-32.
Anticholinergic Morbidity Anticholinergic Mortality Pneumonia & Hospitalization • Association with increased risk of death has been reported • Possibly cause pneumonia • In a longitudinal study of community-dwelling and institutionalized participants, two-year mortality was greater for those taking definite & • New study reveals link between anticholinergic drug use and CAP possible anticholinergics • Acute & chronic use • Definite anticholinergics: OR, 1.68 (95% CI, 1.30-2.16), P<.001 • Low- & high-potency drugs • Possible anticholinergics: OR, 1.56 (95% CI, 1.36-1.79), P<.001 • Possible mechanism involves: • For every additional point (above 5) scored on the ACB tool, the odds of dying • Sedation & altered mental status increased by 26% • May contribute to poor pulmonary hygiene, atelectasis & aspiration
• Increase risk of hospitalization • When using >2 anticholinergic drugs
Paul KJ, et al. J Am Geriatr Soc. 2015;63:476-85. Kalisch Ellett LM, et al. J Am Geriatr Soc. 2014;62:1916-22. Fox C, et al. J Am Geriatr Soc. 2011;59:1477-83.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 6 9/27/2018
Gray SL, et al. J Am Geriatr Soc. 2003;51:1563-70. Gray SL, et al. J Am Geriatr Soc. 2006;54:224-30. Hanlon JT, et al. J Gerontol A Biol Sci Med Sci. 2009;64:492-8. Finkle WD, et al. J Am Geriatr Soc. 2011;59:1883-90. Sedative Morbidity Sedative Morbidity Allain H, et al. Drugs Aging. 2005;22:749-65. Cognitive Function Physical Function
• Increase risk of cognitive decline / impairment • Cause or worsen physical inactivity • Complex relationship with other risk factors • In the Health, Aging and Body Composition Study, researchers found that • Decline in muscle strength combined use of CNS medications was associated with cognitive decline • (adjusted HR, 1.37 [95% CI, 1.11-1.70]) over 5 years Reduced balance & mobility • Further, longer duration (adjusted HR, 1.39 [95% CI, 1.08-1.79]) & higher • Impaired performance in ADLs/IADLs doses (adjusted HR, 1.87 [95% CI, 1.25-2.79]) of CNS medications conferred greater risk • Increased risk of falling & fractures Non-benzodiazepine sedative-hypnotics • A threat to independent living do not appear to be Increase risk of delirium safer • Paradoxical aggressive or hyperactive behavior among older adults Evidence strongest with sedative-hypnotics Large-scale studies indicate that sedative-hypnotics increase the risk AGS. J Am Geriatr Soc. 2012;60:616-31. Gray SL, et al. BMJ. 2016;352:i90. Wright RM, et al. J Am Geriatr Soc. 2009;57:243-50. Airagnes G, et al. Curr Psychiatry Rep. 2016;18:89. of postural instability, falls and fractures in the elderly
Sedative Morbidity Sedative Morbidity Accidents & Overdoses Accidents & Overdoses
• Cause or contribute to motor vehicle accidents • Increase risk of ED visits and hospitalizations • In a study of 72,685 drivers involved in injury-related road traffic accidents, the risk of being responsible for a traffic accident was higher in users of benzodiazepine • ADEs from the therapeutic use of psychiatric medications are responsible hypnotics (OR, 1.39 [1.08-1.79]; P<0.01) for nearly 90,000 ED visits annually in the United States, and almost 1 in 5 • Plausibly related to impaired physical function (e.g., poorer performance in of those ED visits (19.3%, 95% CI, 16.3%-22.2%) results in hospitalization coordination, grip strength and/or mobility) • Among psychiatric medications, antidepressants, antipsychotics, and anxiolytics and sedatives are the most implicated • Risk of respiratory failure, particularly in susceptible patients • Chronic obstructive pulmonary disease (COPD) • The majority of ADE-related ED visits caused by psychiatric medications are • In a matched case-control study, the use of benzodiazepine receptor agonists was from ADRs and unintentional overdoses or supratherapeutic dosages associated with an increased risk of respiratory failure (adjusted OR, 1.56 [95% CI, 1.14- 2.13]) Sigona N, et al. J Pharm Pract. 2015;28:119-23. Yang YH, et al. J Epidemiol. 2011;21:37-43. Orriols L, et al. Clin Pharmacol Ther. 2011;89:595-601. Chen SJ, et al. Sleep. 2015;38:1045-50. Hampton LM, et al. JAMA Psychiatry. 2014;71:1006-14.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 7 9/27/2018
Sedative Mortality Sedative Mortality
• No association overall • Overdose deaths • Between sedative drug use and mortality • In 2010, the latest year for which these data are available, there were 38,329 drug ODs in the United States; most (57.7%; 22,134) involved pharmaceuticals
• Certain drug classes • Of the pharmaceutical-related overdose deaths, the majority (74.3%; 16,451) were • Antipsychotics have been linked to an increased risk of death (in dementia) unintentional • Plethora of good-quality evidence • A meta-analysis of 15 placebo-controlled trials, 10 to 12 weeks in duration and • Opioids (75.2%; 16,651), benzodiazepines (29.4%; 6,497), and antidepressants enrolling 5,110 patients, revealed a risk of death in antipsychotic users of (17.6%; 3,889) were the pharmaceuticals most commonly involved in these approximately 1.6 times the risk of death in patients using placebo overdose deaths • Risk is greatest in the first 30 days • Nevertheless, risk appears to be unrelated to sedative effects (i.e., sudden death) • Further, among overdose deaths involving opioids, the pharmaceuticals most often also involved in these deaths were benzodiazepines (30.1%; 5,017), • Results of studies with other sedative drugs in comparison are inconsistent antidepressants (13.4%; 2,239), and antipsychotics and neuroleptics (4.7%; 783) Wilson NM, et al. Drugs Aging. 2012;29:157-65. Schneider LS, et al. JAMA. 2005;2945:1934-43. Lowry E, et al. J Clin Pharmacol. 2012;52:1584-91. Jones CM, et al. JAMA. 2013;309:657-9.
Basis of Drug Burden
• Different drugs, even within similar drug classes, have varying degrees of anticholinergic and sedative activity • Affinity for muscarinic (anticholinergic) & other receptors (sedative)
Quantifying • Some drugs have well-recognized activity • First-generation antihistamines (e.g., diphenhydramine) Drug Burden • Urinary antispasmodics (e.g., oxybutynin) Therapeutic • Anticholinergics (e.g., hyoscyamine) Anticholinergics
• Opioids (e.g., morphine) • Therapeutic Anesthetics Sedatives • Benzodiazepines & sedative hypnotics
Boustani M, et al. Aging Health. 2008;4:311-20.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 8 9/27/2018
Basis of Drug Burden Methods for Quantifying Anticholinergics Further Explored Anticholinergic Burden Sedative Burden • However, clinicians may not be aware that some commonly used drugs also have anticholinergic activity • Serum anticholinergic activity • Expert-based tools Often go (SAA) assay • Anticoagulants (e.g., warfarin) Unintentional unnoticed • Sedative Load Model • Antidepressants (e.g., paroxetine) (secondary) Effects • In vitro measurements • Sloane Model • Diuretics (e.g., furosemide) • Anticholinergic activity • Drug Burden Index • Muscarinic receptor affinity • CNS Drug Model
• They also may not realize that using multiple drugs with weaker • Expert-based tools activity can be additive and/or synergistic • Anticholinergic Cognitive Burden (ACB) • Also there may be a cumulative effect (i.e., exposure [dose & duration]) • Anticholinergic Risk Scale (ARS) • Anticholinergic Drug Scale (ADS) Keep in mind that drug interactions may further increase serum anticholinergic activity (i.e., plasma concentrations)
Boustani M, et al. Aging Health. 2008;4:311-20.
Methods for Quantifying Methods for Quantifying Expert-Based Tools Expert-Based Tools – Focus on ACB
• Based on experts’ experiences & opinions combined with available • Prioritizes ranking criteria drug information (e.g., adverse effects, pharmacology) • Drugs with cognitive adverse effects and those that permeate the BBB • Drugs with peripheral anticholinergic activity also are included • Simple list of drugs with known & different degrees of • Excludes topical, ophthalmic, otologic & inhaled drug preparations anticholinergic & sedative activity • Uses categorical scoring • Help clinicians decide the degree of risk a drug & combination of drugs may pose for individual patients • Possible anticholinergics = score of 1 (mild) • Score of 1 – in vitro data (i.e., • SAA or affinity for muscarinic receptors but little to no clinically relevant effects • May be the only method clinically useful for assessing the central or • Definite anticholinergics = score of 2 or 3 cognitive effects of drugs • Score of 2 – clinical anticholinergic effect (moderate) • Score of 3 – drug may cause delirium (severe) Rudd KM, et al. Pharmacotherapy. 2005;25:1592-601. Boustani M, et al. Aging Health. 2008;4:311-20. Boustani M, et al. Aging Health. 2008;4:311-20. www.agingbraincare.org West T, et al. J Am Pharm Assoc. 2013;53:496-504.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 9 9/27/2018
Methods for Quantifying Methods for Quantifying Expert-Based Tools – Focus on ACB Expert-Based Tools – Sedative Burden
• Cumulates on numerical scoring • Expert-based tools • Sum (∑) drug scores for a cumulative ACB • Sedative Load Model (SLM) Let us take a closer look • Clinically meaningful scores • ACB score >3 • Sloane Model • Examples • CNS Drug Model • AmitriptylineAnticholinergic Cognitive Burden Scoring of Drugs • DiphenhydramineScore 1 Score 2 Score 3 ACB score = 3 • Drug Burden Index (DBI) • ParoxetineAlprazolam Carbamazepine Atropine Bupropion Cyproheptadine Oxybutynin Ranitidine Meperidine Olanzapine & Quetiapine Risperidone Oxcarbazepine Tolterodine www.agingbraincare.org Taipale H, et al. Kuopio (Finland). 2012.
Methods for Quantifying Methods for Quantifying Expert-Based Tools – Focus on SLM Expert-Based Tools – Focus on SLM
• Assigns sedative ratings categorically • Examples (sedativeREVISED Sedative rating Load Model = 2) Scoring of Drugs • Amitriptyline • Score 1 Score 2 Score 3 Bases ratings on drug characteristics • • Primary sedatives = rating of 2 Diazepam • Prominent side effect = rating of 1 • ZolpidemGlipizide Baclofen Amitriptyline
• Cumulates on numerical scoring Metoprolol Morphine Chlorpromazine • Sum (∑) drug scores for a sedative load • Examples (sedative rating = 1) • MorphineOmeprazole Paroxetine Diazepam • Paroxetine • Clinically meaningful scores Ranitidine Quetiapine Zolpidem • SLM score >3 Primary sedatives = 3 • Quetiapine • >2 CNS-active drugs (e.g., Beers criteria) Prominent side effect = 2 Potential side effect = 1 Taipale H, et al. Kuopio (Finland). 2012. Taipale H, et al. Kuopio (Finland). 2012. Linjakumpu T, et al. Int J Geriatr Psychiatry. 2003;18:542-44. Linjakumpu T, et al. Int J Geriatr Psychiatry. 2003;18:542-44.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 10 9/27/2018
Limitations of Methodologies Limitations of Methodologies Overall Expert-Based Tools
• Hundreds of drugs are thought to have anticholinergic and/or sedative • Most clinically relevant but least standardized method (subjective) activity and, thus, these methods may not be all inclusive • Depends on the expert’s perspective, knowledge & experience • Non-prescription drugs, namely herbals & supplements, may are not captured in these methods • Not routinely updated
• There are individual differences in pharmacodynamics, • The combination of drug lists & clinical tools, such as the MMSE, is not pharmacokinetics, especially drug interactions, and blood-brain barrier sensitive enough to detect mild drug-induced cognitive changes permeability that are not accounted for in these methods • Similarly, drug dosages can affect receptor potency yet may not be accounted for • Intra-class variation in regard to drug activity is not accounted for (e.g., in these methods some antidepressants / antipsychotics are more sedating than others within the drug class) • Endogenous factors affect physiologic activity • Should we be rating individual drugs on their anticholinergic/sedative potential?
Limitations of Methodologies Utility of Methodologies Expert-Based Tools Focus on Expert-Based Tools
• Do not include doses of drugs • Expert-based tools are simple lists of medications with individual • The presence of dose-response relationship is commonly regarded as anticholinergic & sedative activity scores evidence for causality of an ADR (i.e., Naranjo) • Can be incorporated into clinical decision support (CDS) systems to determine cumulative drug burden • May or may not take into account PRN usage • Commonly, sedative drugs are used PRN • These tools could be used as a component of MTM services to by older adults identify older adults who are at higher risk for potential anticholinergic and sedative effects • Pharmacists are ideally positioned to address or prevent unintended sequelae of drug burden & preserve the QoL and overall health status of older patients
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 11 9/27/2018
Take-Away Points Reference
• Terry AV Jr, Buccafusco JJ. The cholinergic hypothesis of age and Alzheimer's disease-related cognitive deficits: recent challenges and their implications for novel drug development. J Pharmacol Exp Ther. 2003;306:821-7. • Drugs with anticholinergic and sedative properties can negatively • DeKosky ST. Pathology and pathways of Alzheimer's disease with an update on new developments in treatment. J Am Geriatr Soc. 2003;51(5 Suppl Dementia):S314-20. affect cognitive & physical function in older adults considerably • Wong AD, Ye M, Levy AF, et al. The blood-brain barrier: an engineering perspective. Front Neuroeng. 2013;6:1-22. • Associated with poor outcomes • Cabezas R, Avila M, Gonzalez J, et al. Astrocytic modulation of blood brain barrier: perspectives on Parkinson’s • Threat to independent living disease. Front Cell Neurosci. 2014;8:1-11. • Toornvliet R, van Berckel BN, Luurtsema G, et al. Effect of age on functional P-glycoprotein in the blood-brain barrier measured by use of (R)-[(11)C]verapamil and positron emission tomography. Clin Pharmacol Ther. 2006;79:540-8. • Pasqualetti G, Tognini S, Calsolaro V, et al. Potential drug-drug interactions in Alzheimer patients with behavioral • Knowing a patient’s medication risk aids in personalizing a symptoms. Clin Interv Aging. 2015;10:1457-66. medication care plan • Rudd KM, Raehl CL, Bond CA, et al. Methods for assessing drug-related anticholinergic activity. Pharmacotherapy. • A tailored, systemic approach can reduce anticholinergic and sedative 2005;25:1592-601. • Boustani M, Campbell N, Munger S, et al. Impact of anticholinergics on the aging brain: a review and practical burden application. Aging Health. 2008;4:311-20.
Reference Reference
• Tune LE. Anticholinergic effects of medication in elderly patients. J Clin Psychiatry. 2001;62 Suppl 21:11-4. • Risacher SL, McDonald BC, Tallman EF, et al. Association between anticholinergic medication use and cognition, brain metabolism, and brain atrophy in cognitively normal older adults. JAMA Neurol. 2016;73:721-32. • Taipale HT, Bell JS, Gnjidic D, et al. Sedative load among community-dwelling people aged 75 years and older: association with balance and mobility. J Clin Psychopharmacol. 2012;32:218-24. • Aizenberg D, Sigler M, Weizman A, et al. Anticholinergic burden and the risk of falls among elderly psychiatric inpatients: a 4-year case-control study. Int Psychogheriatr. 2002;14:307-10. • Taipale HT, Bell JS, Gnjidic D, et al. Muscle strength and sedative load in community-dwelling people aged 75 years and older: a population-based study. J Gerontol A Biol Sci Med Sci. 2011;66:1384–92. • Dauphinot V, Faure R, Omrani S, et al. Exposure to anticholinergic and sedative drugs, risk of falls, and mortality: an elderly inpatient, multicenter cohort. J Clin Psychopharmacol. 2014;34:565-70. • Taipale HT, Bell JS, Hartikainen S. Sedative load among community-dwelling older individuals: change over time and association with mortality. Int Clin Psychopharmacol. 2012;27:224-30. • Richardson K, Bennett K, Maidment ID, et al. Use of medications with anticholinergic activity and self-reported injurious falls in older community-dwelling adults. J Am Geriatr Soc. 2015;63:1561-9. • Taipale HT, Bell JS, Soini H, et al. Sedative load and mortality among residents of long-term care facilities: a prospective cohort study. Drugs Aging. 2009;26:871-81. • Spence MM, Karim FA, Lee EA, et al. Risk of injury in older adults using gastrointestinal antispasmodic and anticholinergic medications. J Am Geriatr Soc. 2015;63:1197-202. • Campbell N, Boustani M, Limbil T, et al. The cognitive impact of anticholinergics: a clinical review. Clin Interv Aging. 2009;4:225-33. • Paul KJ, Walker RL, Dublin S. Anticholinergic medications and risk of community-acquired pneumonia in elderly adults: a population-based case-control study. J Am Geriatr Soc. 2015;63:476-85. • Carrière I, Fourrier-Reglat A, Dartigues JF, et al. Drugs with anticholinergic properties, cognitive decline, and dementia in an elderly general population: the 3-city study. Ann Intern Med. 2009;169:1317-24. • Kalisch Ellett LM, Pratt NL, Ramsay EN, et al. Multiple anticholinergic medication use and risk of hospital admission for confusion or dementia. J Am Geriatr Soc. 2014;62:1916-22. • Gray SL, Anderson ML, Dublin S, et al. Cumulative use of strong anticholinergics and incident dementia: a prospective cohort study. JAMA Intern Med. 2015;175:401-7. • Fox C, Richardson K, Maidment ID, et al. Anticholinergic medication use and cognitive impairment in the older population: the medical research council cognitive function and ageing study. J Am Geriatr Soc. 2011;59:1477-83.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 12 9/27/2018
Reference Reference
• American Geriatrics Society 2012 Beers Criteria Update Expert Panel. American Geriatrics Society updated Beers • Allain H, Bentue-Ferrer D, Polard E, et al. Postural instability and consequent falls and hip fractures associated with use Criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc. 2012;60:616-31. of hypnotics in the elderly: a comparative review. Drugs Aging. 2005;22:749-65. • Wright RM, Roumani YF, Boudreau R, et al. Effect of central nervous system medication use on decline in cognition in • Sigona N, Williams KG. Driving under the influence, public policy, and pharmacy practice. J Pharm Pract. 2015;28:119-23. community-dwelling older adults: findings from the Health, Aging and Body Composition Study. J Am Geriatr Soc. • 2009;57:243-50. Orriols L, Philip P, Moore N, et al. Benzodiazepine-like hypnotics and the associated risk of road traffic accidents. Clin Pharmacol Ther. 2011;89:595-601. • Gray SL, Dublin S, Yu O, et al. Benzodiazepine use and risk of incident dementia or cognitive decline: prospective • population based study. BMJ. 2016;352:i90. Yang YH, Lai JN, Lee CH, et al. Increased risk of hospitalization related to motor vehicle accidents among people taking zolpidem: a case-crossover study. J Epidemiol. 2011;21:37-43. • Airagnes G, Pelissolo A, Lavallee M, et al. Benzodiazepine misuse in the elderly: risk factors, consequences, and • management. Curr Psychiatry Rep. 2016;18:89. Chen SJ, Yeh CM, Chao TF, et al. The use of benzodiazepine receptor agonists and risk of respiratory failure in patients with chronic obstructive pulmonary disease: a nationwide population-based case-control study. Sleep. 2015;38:1045- • Gray SL, Penninx BW, Blough DK, et al. Benzodiazepine use and physical performance in community-dwelling older 50. women. J Am Geriatr Soc. 2003;51:1563-70. • Hampton LM, Daubresse M, Chang HY, et al. Emergency department visits by adults for psychiatric medication • Gray SL, LaCroix AZ, Hanlon JT, et al. Benzodiazepine use and physical disability in community-dwelling older adults. J adverse events. JAMA Psychiatry. 2014;71:1006-14. Am Geriatr Soc. 2006;54:224-30. • Wilson NM, Hilmer SN, March LM, et al. Associations between drug burden index and mortality in older people in • Hanlon JT, Boudreau RM, Roumani YF, et al. Number and dosage of central nervous system medications on recurrent residential aged care facilities. Drugs Aging. 2012;29:157−65. falls in community elders: the Health, Aging and Body Composition study. J Gerontol A Biol Sci Med Sci. 2009;64:492-8. • Lowry E, Woodman RJ, Soiza RL, et al. Drug burden index, physical function, and adverse outcomes in older • Finkle WD, Der JS, Greenland S, et al. Risk of fractures requiring hospitalization after an initial prescription for hospitalized patients. J Clin Pharmacol. 2012;52:1584-91. zolpidem, alprazolam, lorazepam, or diazepam in older adults. J Am Geriatr Soc. 2011;59:1883-90.
Reference
• Schneider LS, Dagerman KS, Insel P. Risk of death with atypical antipsychotic drug treatment for dementia: meta- analysis of randomized placebo-controlled trials. JAMA. 2005;2945:1934-43. • Jones CM, Mack KA, Paulozzi LJ. Pharmaceutical overdose deaths, United States, 2010. JAMA. 2013;309:657-9. • West T, Pruchnicki MC, Porter K, et al. Evaluation of anticholinergic burden of medications in older adults. J Am Pharm Assoc (2003). 2013;53:496-504. • Taipale H. Sedative load and adverse events among community-dwelling older people [dissertation]. Kuopio (Finland): University of Eastern Finland;2012. • Linjakumpu T, Hartikainen S, Klaukka T, et al. A model to classify the sedative load of drugs. Int J Geriatr Psychiatry. 2003;18:542−44. Pharmacogenomics
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 13 9/27/2018
DNA & Genes
• DNA…library or book
• Chromosome…cookbook or chapter PGx Preface • Gene…recipe or sentence • Nucleotides…ingredients or alphabet
• Protein (Enzyme)…meal or paragraph
Pharmacogenomics Interindividual Variability Drug Response
• Genetic variability is a key component of life One drug does NOT • Changes protein expression and function fit all Non-toxic and ineffective
• Pharmacogenomics (PGx) • How a person’s genes affect the way he or she responds to drugs • Relationship between variations in a large collection of genes (not just a single gene) Toxic and ineffective • Change gene change protein’s effect change drug’s response
• Links genetic variations to clinically important events • Drug response or lack of response • Adverse drug reactions (ADRs) or adverse drug events (ADEs) • Dose requirements Toxic and effective Same Diagnosis & Non-toxic and effective Same Drug
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 14 9/27/2018
Drug Metabolizing Enzymes (DMEs) Cytochrome P450 • Genetic variants can affect the function and/or expression of drug metabolizing enzymes (DMEs) • Can differ between substrates • The most well-studied DMEs are the cytochrome P450 (CYP) enzymes PGx Principles • Approximately 225 genes encode for DMEs Focus on Drug Metabolism • A superfamily of enzymes responsible for the metabolism (chemical alteration) of substrates so they can be eliminated (excreted) from the body Isoform Family Allele
[HUMAN] CYP2C19*1
Species Subfamily
“Extensive Metabolizer” is now Cytochrome P450 DMEs Cytochrome P450 DMEs called “Normal Metabolizer” Proportion of Drug Metabolism Standardizing Terms Added “Rapid Metabolizer” CYP1A 10%
CYP2C CYP3A 20% 42%
CYP2E CYP2D 3% 25% Caudle KE, et al. Genet Med. 2017;19:215-23.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 15 9/27/2018
Cytochrome P450 DMEs Cytochrome P450 DMEs Example – CYP2C19 Example – CYP2D6
• Highly polymorphicDefinition (Diplotype) Phenotype • One of the most polymorphicActivity CYP450 DMEs Functional• At least 100 Status gene variants & 120 alleles identified Alleles Two• increasedOver 30 function allelic alleles, variants or more than 2 normal function alleles Activity Score Phenotype Ultra-Rapid Metabolizer (UM) Score (e.g., CYP2C19*17|*17) • Multiple wild-type (normal function) alleles Combinations of normal function and increased function alleles Rapid Metabolizer (RM) Functional/wild• *1, *2, *27, *33,>2- type*35, *39, *45, *46, *48, *53 *1, *2,Ultra *27,-Rapid *33,Metabolizer *35, *39, *45, (UM) *46, • The wild-type(e.g., CYP2C19*1|*17(normal) function) allele is classified as *1 1 Normal *48, *53 Combinations of normal function & decreased function alleles Normal Metabolizer (NM) • Reduced function alleles include the following • The most common(e.g., CYP2C19*1|*1 loss) -of-function alleles are *2 and *3 • *9, *10, *14B,1.5 *17,-2.0 *29, *41, *49, *50, *54, *55, *59, *72 Normal Metabolizer (NM) Combinations• Associated of normal function, with decreasedreducedfunction,enzyme and/or noactivity function *9, *10, *17, *29, *41, *49, *50, *54, alleles Intermediate Metabolizer (IM) •ReducedNon-functional Functionalleles include0.5 the following (e.g., CYP2C19*1| *2) *55, *59, *72 • *3, *4-*8, *110.5-*14A,-1.0 *15, *18, *20, *21, *31, *36, *38, *40,Intermediate *42, *44, *47, *51, Metabolizer *56, *57, *62 (IM) Combination of no function alleles and/or decreased function alleles • Another common allele, *17, is a gain-ofPoor- functionMetabolizer (PM) allele • Associated with(e.g., CYP2C19*2|*2 increased) enzymatic activity • Increased function alleles include the*3, following *4-*8, *11-21, *31, *36, *38, *40, Non• *1xN,-functional *2xN, *35xN 0 http://www.cypalleles.ki.se/cyp2c19.htm Terpening C. Clin Med Insights Cardiol. 2010;4:117-28. 0 *42, *44,Poor http://www.cypalleles.ki.se/cyp2d6.htm*47,Metabolizer *51, *56, (PM) *57, *62 https://www.pharmgkb.org/page/cyp2c19RefMaterials Hicks JK, et al. Clin Pharmacol Ther. 2015;98:127-34. AdaptedHicks JK, et& modifiedal. Clin Pharmacol from: CrewsTher KR.2013;93:402 Clin Pharmacol-8. Ther 2012;91:321-6. https://www.pharmgkb.org/page/cyp2d6RefMaterials Caudle KE, et al. Genet Med. 2017;19:215-23.
Cytochrome P450 DMEs Drug-Gene Interactions (DGIs)
How genetic variations affect drug disposition & response • A DGI occurs when a patients genetic CYP450 type (e.g., CYP2D6 poor metabolizer) affects that patient’s ability to metabolize a drug
PGx Applications • Drug-gene relationships can help identify patients at risk for Drug-Gene Interactions undesired drug response (e.g., adverse drug reactions [ADRs], ineffectiveness)
It is estimated that 1 in 4 patients (25%) take >1 drug that commonly causes ADRs due to genetic variation in drug metabolism
Verbeurgt P, et al. Pharmacogenomics. 2014;15:655-65. Pulley JM, et al. Clin Pharmacol Ther. 2012;92:87-95. Grice GR, et al. Pharmacogenomics. 2006;7:61-5.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 16 9/27/2018
Cytochrome P450 DMEs Cytochrome P450 DMEs Genotype to Phenotype Phenotype Expression
Respond as expected to drugs when dosed at standard dosing Citation: U.S. Food and Drug Administration. Paving the Way for Personalized Medicine. October 2013. Source: Xie H, Frueh FW. Pharmacogenomics steps toward personalized medicine. Personalized Medicine. 2005;2:333. Caudle KE. Genet Med. 2017;19:215-23.
Cytochrome P450 DMEs Exception: Phenotype Expression Prodrugs DGIs Principles • Poor Metabolizer (PM) • Drug A (e.g., *3|*3) Inactive Active CYP Metabolite • Intermediate Metabolizer (IM) TOXIC Drug A • Drug B (e.g., *1|*3) Concentration
• Normal Metabolizer (NM) • Drug C (i.e., *1|*1) EFFECTIVE Inactive Active • Ultra-Rapid Metabolizer (UM) CYP • Drug D (e.g., *17|*17) Drug B Metabolite Time
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 17 9/27/2018
Clopidogrel Metabolic Pathway
15% 2C19 Clopidogrel (inactive) 1A2 2B6 3A4 2-oxo-clopidogrel PGx Applications (inactive) Hepatocyte Drug-Gene Interaction Examples CES1 2C9 3A5 2B6 2C19 Inactive metabolite PM 2C19 Active metabolite 85% (too little)
Elimination P2RY12 Increased Clots UM 2C19 Increased Bleeds Platelet inhibition (too much) Increased Effects?
Clopidogrel Response | Guidelines Alternative Metabolic Pathways For ACS/PCI CYP2B6 CPIC Recommendations for Clopidogrel Based on CYP2C19 Phenotype Esterases CYP3A4 Prasugrel (inactive) Thiolactone (inactive) R-138727* Phenotype Interpretation Recommendation CYP2C9 Increased platelet inhibition & decreased residual Label-recommended dosage and Monitor for CYP2C19 UM platelet aggregation. administration bleed Normal platelet inhibition & normal residual platelet Label-recommended dosage and EM aggregation. administration *Active Reduced platelet inhibition, increased residual Alternative antiplatelet therapy (if no IM platelet aggregation, & increased risk for adverse CV contraindication) such as prasugrel or events. ticagrelor. Significantly reduced platelet inhibition, increased Alternative antiplatelet therapy (if no PM residual platelet aggregation, & increased risk for contraindication) such as prasugrel or CYP3A4/5 adverse CV events. ticagrelor. Ticagrelor* AR-C124910XX*
Prasugrel Contraindications: History of stroke or TIA or active bleeding Prasugrel Cautions: Increased bleeding risk in patients age > 75 years or body weight < 60 kg, or with certain drugs NOT a prodrug Ticagrelor Contraindications: History of intracranial hemorrhage, active bleeding, or severe hepatic impairment Ticagrelor Cautions: Avoid aspirin doses >100 mg/day due to reduced Ticagrelor effectiveness Scott SA, et al. Clin Pharmacol Ther 2013;94:317-23. Ferri N, et al. Drugs 2013;73:1681-1709.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 18 9/27/2018
Opioids Oxycodone Metabolic Pathway Opioid CYP2D6 CYP3A4 CYP2B6
Codeine 5* 10 Oxycodone CYP3A4 Noroxycodone Morphine NON P450 Tramadol 50 Oxycodone 15* 30 CYP2D6 CYP2D6 Oxymorphone NON P450 Hepatocyte Hydrocodone 10* 55 Hydromorphone NON P450 CYP3A4 Noroxymorphone Fentanyl 90 Oxymorphone Methadone 10 50 Glucuronidation Tapentadol 25 Dihydrocodeine 25
* = Pro-drug or drug that is converted to a more active metabolite https://www.intermedrx.com/ Smith HS. Mayo Clinic Proceedings. 2009;84:613-24.
Oxycodone Response Oxycodone Response Normal Response Reduced Response
Oxycodone CYP2D6 Oxymorphone Oxycodone CYP2D6 Oxymorphone
CYP2D6 *1/*1 CYP2D6 *4/*4 Normal Metabolizer (NM) Poor Metabolizer (PM)
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 19 9/27/2018
Oxycodone Response Oxycodone Response Enhanced Response Altered Response – Phenoconversion
CYP2D6 *1/*1 CYP2D6CYP2D6 Normal Metabolizer (NM) Oxycodone CYP2D6CYP2D6 Oxymorphone CYP2D6 Oxycodone CYP2D6 Oxymorphone CYP2D6
CYP2D6 *1/*1x2 Bupropion This can be mitigated by giving Ultra-rapid Metabolizer (UM) Oxycodone 2-4 hours prior to CYP2D6 behaves like an Bupropion Intermediate Metabolizer (IM) or Poor Metabolizer (PM)
Oxycodone Response Oxycodone Response | Guidelines Altered Response – Phenoconversion • DPWG (Dutch Pharmacogenetics Working Group) NM IM PM UM CYP2D6 *1/*1 Select ALTERNATIVE Normal Metabolizer (NM) Select ALTERNATIVE or be ALERT to or be ALERT to Select ALTERNATIVE N/A symptoms of CYP2D6 symptoms of or be ALERT to ADEs Oxycodone Oxymorphone insufficient pain relief insufficient pain relief
Amiodarone or or This can NOT be mitigated by or changing time of administration ! ! ! CYP2D6 behaves like Poor Metabolizer (PM) Alternatives: Acetaminophen, NSAID, morphine (not tramadol or codeine)
Swen JJ, et al. Clin Pharmacol Ther. 2011;89:662-73.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 20 9/27/2018
Take-Away Points PGx References
• PGx is a rapidly developing field that has important clinical • Caudle KE, Dunnenberger HM, Freimuth RR, et al. Standardizing terms for clinical pharmacogenetic test results: consensus terms from the Clinical Pharmacogenetics applications for personalizing drug therapy to maximize Implementation Consortium (CPIC). Genet Med. 2017;19:215-23. effectiveness (benefits) and/or minimize toxicity (risks) • Terpening C. Clopidogrel: a pharmacogenomic perspective on its use in coronary artery disease. Clin Med Insights Cardiol. 2010;4:117-28. • Hicks JK, Bishop JR, Sangkuhl K, et al. Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline for CYP2D6 and CYP2C19 genotypes and dosing of selective serotonin • It will become increasingly difficult to practice medicine & to reuptake inhibitors. Clin Pharmacol Ther. 2015;98:127-34. • Hicks JK, Swen JJ, Thorn CF, et al. Clinical Pharmacogenetics Implementation Consortium provide high quality health care in the future without a guideline for CYP2D6 and CYP2C19 genotypes and dosing of tricyclic antidepressants. Clin fundamental knowledge of PGx Pharmacol Ther. 2013;93:402-8. • Verbeurgt P, Mamiya T, Oesterheld J. How common are drug and gene interactions? Prevalence in a sample of 1143 patients with CYP2C9, CYP2C19 and CYP2D6 genotyping. Pharmacogenomics. 2014;15:655-65. • With their knowledge of the principles discussed herein, PACE • Pulley JM, Denny JC, Peterson JF, et al. Operational implementation of prospective genotyping for personalized medicine: the design of the Vanderbilt PREDICT Project. Clin clinicians should consider the utility of PGx in their practices Pharmacol Ther. 2012;92:87-95.
PGx References Questions?
• Grice GR, Seaton TL, Woodland AM, et al. Defining the opportunity for pharmacogenetic intervention in primary care. Pharmacogenomics. 2006;7:61-5. • Scott SA, Sangkuhl K, Stein CM, et al. Clinical Pharmacogenetics Implementation Consortium guidelines for CYP2C19 genotype and clopidogrel therapy: 2013 update. Clin Pharmacol Ther. 2013;94:317-23. • Ferri N, Corsini A, Bellosta S. Pharmacology of the new P2Y12 receptor inhibitors: insights on pharmacokinetic and pharmacodynamic properties. Drugs. 2013;73:1681-1709. • Smith HS. Opioid metabolism. Mayo Clin Proc. 2009;84:613-24. • Swen JJ, Nijenhuis M, de Boer A, et al. Pharmacogenetics: from bench to byte – an update of guidelines. Clin Pharmacol Ther. 2011;89:662-73.
Confidential and Proprietary Copyright © Tabula Rasa HealthCare 2018 All rights reserved. May not be used without permission. 21