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Piper BJ, McCall KL, Kogan LR, Hellyer P. Assessment of Controlled Substance Distribution to U.S. Veterinary Teaching Institutions From 2006 to 2019. Front Vet Sci 2020; 7:615646. [PMID: 33392300 PMCID: PMC7775551 DOI: 10.3389/fvets.2020.615646] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 11/24/2020] [Indexed: 11/13/2022] Open
Abstract
Objective: To evaluate the changing pattern of distribution of Schedule II and III opioids, barbiturates, and stimulants to veterinary educational institutions in the United States. Design: Longitudinal study. Sample: Veterinary teaching institutions that use Schedule II and III drugs. Procedures: Distribution of controlled substances to veterinary teaching institutions was obtained from the Drug Enforcement Administration's Automated Reports and Consolidated Orders System (ARCOS) for opioids (e.g., methadone, fentanyl, codeine), barbiturates (pentobarbital, butalbital), and stimulants (amphetamine, methylphenidate, lisdexamfetamine) from 2006–2019. Opioids were converted to their morphine milligram equivalents (MME) for evaluation over time. Results: Controlled substance distribution to veterinary schools exhibited dynamic, and agent specific, changes. The total MME for 11 opioids peaked in 2013 and decreased by 17.3% in 2019. Methadone accounted for two-fifths (42.3%) and fentanyl over one-third (35.4%) of the total MME in 2019. Pentobarbital distribution was greatest by weight of all substances studied and peaked in 2011 at 69.4 kg. Stimulants underwent a pronounced decline and were very modest by 2014. Conclusions and Clinical Relevance: Opioids by total MME in veterinary teaching practice have undergone more modest changes than opioids used with humans. Hydrocodone, codeine and recently fentanyl use have declined while methadone increased. Stimulant distribution decreased to become negligible. Together, this pattern of findings warrant continued monitoring.
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Pashmineh Azar AR, Cruz-Mullane A, Podd JC, Lam WS, Kaleem SH, Lockard LB, Mandel MR, Chung DY, Simoyan OM, Davis CS, Nichols SD, McCall KL, Piper BJ. Rise and regional disparities in buprenorphine utilization in the United States. Pharmacoepidemiol Drug Saf 2020; 29:708-715. [PMID: 32173955 DOI: 10.1002/pds.4984] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 01/09/2020] [Accepted: 02/11/2020] [Indexed: 12/20/2022]
Abstract
PURPOSE Buprenorphine is an opioid partial agonist used to treat opioid use disorder. While several policy changes have attempted to increase buprenorphine availability, access remains well below optimal levels. This study characterized how buprenorphine utilization in the United States has changed over time and whether there are regional disparities in distribution of the medication. METHODS The amount of buprenorphine distributed from 2007 to 2017 was obtained from the Drug Enforcement Administration's Automated Reports and Consolidated Ordering System. Data were expressed as the percent change and milligrams per person in each state. The formulations and cost for prescriptions covered by Medicaid (2008 to 2018) were also examined. RESULTS Buprenorphine distributed to pharmacies increased about 7-fold (476.8 to 3179.9 kg) while the quantities distributed to hospitals grew 5-fold (18.6 to 97.6 kg) nationally from 2007 to 2017. Buprenorphine distribution per person was almost 20-fold higher in Vermont (40.4 mg/person) relative to South Dakota (2.1 mg/person). There was a strong association between the number of physicians authorized to prescribe buprenorphine and distribution per state (r[49] = +0.94, P < .0005). The buprenorphine/naloxone sublingual film (Suboxone) was the predominant formulation (92.6% of 0.31 million Medicaid prescriptions) in 2008 but accounted for less than three-fifth (57.3% of 6.56 million prescriptions) in 2018. CONCLUSIONS Although buprenorphine availability has substantially increased over the last decade, distribution was very nonhomogeneous across the United States.
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Ighodaro EO, McCall KL, Chung DY, Nichols SD, Piper BJ. Dynamic changes in prescription opioids from 2006 to 2017 in Texas. PeerJ 2019; 7:e8108. [PMID: 31824762 PMCID: PMC6901007 DOI: 10.7717/peerj.8108] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 10/28/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The US is experiencing an epidemic of opioid overdoses which may be at least partially due to an over-reliance on opioid analgesics in the treatment of chronic non-cancer pain and subsequent escalation to heroin or illicit fentanyl. As Texas was reported to be among the lowest in the US for opioid use and misuse, further examination of this state is warranted. MATERIALS AND METHODS This study was conducted to quantify prescription opioid use in Texas. Data was obtained from the publicly available US Drug Enforcement Administration's Automation of Reports and Consolidated Orders System (ARCOS) which monitors controlled substances transactions from manufacture to commercial distribution. Data for 2006-2017 from Texas for ten prescription opioids including eight primarily used to relieve pain (codeine, fentanyl, hydrocodone, hydromorphone, meperidine, morphine, oxycodone, oxymorphone) and two (buprenorphine and methadone) for the treatment of an Opioid Use Disorder (OUD) were examined. RESULTS The change in morphine mg equivalent (MME) of all opioids (+23.3%) was only slightly greater than the state's population gains (21.1%). Opioids used to treat an OUD showed pronounced gains (+90.8%) which were four-fold faster than population growth. Analysis of individual agents revealed pronounced elevations in codeine (+387.5%), hydromorphone (+106.7%), and oxycodone (+43.6%) and a reduction in meperidine (-80.3%) in 2017 relative to 2006. Methadone in 2017 accounted for a greater portion (39.5%) of the total MME than hydrocodone, oxycodone, morphine, hydromorphone, oxymorphone, and meperidine, combined. There were differences between urban and rural areas in the changes in hydrocodone and buprenorphine. CONCLUSIONS Collectively, these findings indicate that continued vigilance is needed in Texas to appropriately treat pain and an OUD while minimizing the potential for prescription opioid diversion and misuse. Texas may lead the US in a return to pre-opioid epidemic prescription levels.
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Collins LK, Pande LJ, Chung DY, Nichols SD, McCall KL, Piper BJ. Trends in the medical supply of fentanyl and fentanyl analogues: United States, 2006 to 2017. Prev Med 2019; 123:95-100. [PMID: 30763629 PMCID: PMC8529416 DOI: 10.1016/j.ypmed.2019.02.017] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 01/03/2019] [Accepted: 02/08/2019] [Indexed: 11/29/2022]
Abstract
Fentanyl is an important opioid for pain management, but also has exceptional potential for misuse. Seven states have implemented opioid prescribing laws. The objectives of this study were to: 1) characterize the temporal pattern of fentanyl, fentanyl analogue, and other opioid use over the past decade, and 2) determine whether opioid prescribing laws impacted fentanyl use in the US. Drug weights were obtained from the US Automated Reports of Consolidated Orders System (June 2018), a comprehensive publically available resource, from 2006 to 2017 for fentanyl, sufentanil, remifentanil, alfentanil, other prescription opioids, and analyzed by presence of a state opioid prescribing law. Fentanyl, corrected for population, was reduced from 2016 to 2017 (-17.9%) and these decreases significantly exceeded the changes in hydrocodone (-12.3%), oxycodone (-10.1%), morphine (-13.3%), or codeine (-8.8%). Fentanyl showed a particularly large decline in Maine, a state with a strong opioid prescribing law. There was a 3.5 fold difference in fentanyl (μg per capita) in Alaska (488.2) relative to Oregon (1718.4). Hospital use of remifentanil and sufentanil tripled from 2006 to 2017. Although all states experienced a 2016 to 2017 decline in fentanyl, and this reduction was larger than many other prescription opioids, the rate of decline varied over three-fold between states. Strong state laws may account for a portion of the variance in fentanyl and other opioid reductions. The population health risks of fentanyl and fentanyl analogues warrants ongoing vigilance.
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Simpson KJ, Moran MT, Foster ML, Shah DT, Chung DY, Nichols SD, McCall KL, Piper BJ. Descriptive, observational study of pharmaceutical and non-pharmaceutical arrests, use, and overdoses in Maine. BMJ Open 2019; 9:e027117. [PMID: 31036710 PMCID: PMC6501962 DOI: 10.1136/bmjopen-2018-027117] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
OBJECTIVES The Maine Diversion Alert Program grants healthcare providers access to law enforcement data on drug charges. The objectives of this report were to analyse variations in drug charges by demographics and examine recent trends in arrests, prescriptions of controlled substances and overdoses. DESIGN Observational. SETTING Arrests, controlled prescription medication distribution and overdoses in Maine. PARTICIPANTS Drug arrestees (n=1272) and decedents (n=2432). PRIMARY OUTCOME MEASURES Arrestees were analysed by sex and age. Substances involved in arrests were reported by schedule (I-V or non-controlled prescription) and into opioids, stimulants or other classes. Controlled substances reported to the Drug Enforcement Administration (2007-2017) were evaluated. Drug-induced deaths (2007-2017) reported to the medical examiner were examined by the substance(s) identified. RESULTS Males were more commonly arrested for stimulants and schedule II substances. More than two-thirds of arrests involved individuals under the age of 40. Individuals age >60 were elevated for oxycodone arrests. Over three-fifths (63.38%) of arrests involved schedule II-IV substances. Opioids accounted for almost half (44.6%) of arrests followed by stimulants (32.5%) and sedatives (9.1%). Arrests involving buprenorphine exceeded those for oxycodone, hydrocodone, methadone, tramadol and morphine, combined. Prescriptions for hydrocodone (-56.0%) and oxycodone (-46.9%) declined while buprenorphine increased (+58.1%) between 2012 and 2017. Deaths from 2007 to 2017 tripled. Acetylfentanyl and furanylfentanyl were the most common fentanyl analogues identified. CONCLUSIONS Although the overall profile of those arrested for drug crimes in 2017 involve males, age <40 and heroin, exceptions (oxycodone for older adults) were observed. Most prescription opioids are decreasing while deaths involving opioids continue to increase in Maine.
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Cabrera FF, Gamarra ER, Garcia TE, Littlejohn AD, Chinga PA, Pinentel-Morillo LD, Tirado JR, Chung DY, Pande LJ, McCall KL, Nichols SD, Piper BJ. Opioid distribution trends (2006-2017) in the US Territories. PeerJ 2019; 7:e6272. [PMID: 30671308 PMCID: PMC6338096 DOI: 10.7717/peerj.6272] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 12/10/2018] [Indexed: 12/25/2022] Open
Abstract
Background The US mainland is experiencing an epidemic of opioid overdoses. Unfortunately, the US Territories (Guam, Puerto Rico, and the Virgin Islands) have often been overlooked in opioid pharmacoepidemiology research. This study examined common prescription opioids over the last decade. Methods The United States Drug Enforcement Administration’s Automation of Reports and Consolidated Orders System (ARCOS) was used to report on ten medical opioids: buprenorphine, codeine, fentanyl, hydrocodone, hydromorphone, meperidine, methadone, morphine, oxycodone, and oxymorphone, by weight from 2006 to 2017. Florida and Hawaii were selected as comparison areas. Results Puerto Rico had the greatest Territorial oral morphine mg equivalent (MME) per capita (421.5) which was significantly higher (p < .005) than the Virgin Islands (139.2) and Guam (118.9) but significantly lower than that of Hawaii (794.6) or Florida (1,509.8). Methadone was the largest opioid by MMEs in 2017 in most municipalities, accounting for 41.1% of the total in the Virgin Islands, 37.9% in Florida, 36.6% in Hawaii but 80.8% in Puerto Rico. Puerto Rico and Florida showed pronounced differences in the distribution patterns by pharmacies, hospitals, and narcotic treatment programs for opioids. Conclusions Continued monitoring of the US Territories is needed to provide a balance between appropriate access to these important agents for cancer related and acute pain while also minimizing diversion and avoiding the opioid epidemic which has adversely impacted the US mainland.
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Piper BJ, Ogden CL, Simoyan OM, Chung DY, Caggiano JF, Nichols SD, McCall KL. Trends in use of prescription stimulants in the United States and Territories, 2006 to 2016. PLoS One 2018; 13:e0206100. [PMID: 30485268 PMCID: PMC6261411 DOI: 10.1371/journal.pone.0206100] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 10/05/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Stimulants are considered the first-line treatment for Attention Deficit Hyperactivity Disorder (ADHD) in the US and they are used in other indications. Stimulants are also diverted for non-medical purposes. Ethnic and regional differences in ADHD diagnosis and in stimulant use have been identified in earlier research. The objectives of this report were to examine the pharmacoepidemiological pattern of these controlled substances over the past decade and to conduct a regional analysis. METHODS Data (drug weights) reported to the US Drug Enforcement Administration's Automation of Reports and Consolidated Orders System for four stimulants (amphetamine, methylphenidate, lisdexamfetamine, and methamphetamine) were obtained from 2006 to 2016 for Unites States/Territories. Correlations between state level use (mg/person) and Hispanic population were completed. RESULTS Amphetamine use increased 2.5 fold from 2006 to 2016 (7.9 to 20.0 tons). Methylphenidate use, at 16.5 tons in 2006, peaked in 2012 (19.4 tons) and subsequently showed a modest decline (18.6 tons in 2016). The consumption per municipality significantly increased 7.6% for amphetamine and 5.5% for lisdexamfetamine but decreased 2.7% for methylphenidate (all p < .0005) from 2015 to 2016. Pronounced regional differences were also observed. Lisdexamfetamine use in 2016 was over thirty-fold higher in the Southern US (43.8 mg/person) versus the Territories (1.4 mg/person). Amphetamine use was about one-third lower in the West (48.1 mg/person) relative to the Northeastern (75.4 mg/person, p < .05) or the Midwestern (69.9 mg/person, p ≤ .005) states. States with larger Hispanic populations had significantly lower methylphenidate (r(49) = -0.63), lisdexamfetamine (B, r(49) = -0.49), and amphetamine (r(49) = -0.43) use. CONCLUSIONS Total stimulant usage doubled in the last decade. There were dynamic changes but also regional disparities in the use of stimulant medications. Future research is needed to better understand the reasons for the sizable regional and ethnic variations in use of these controlled substances.
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Piper BJ, Shah DT, Simoyan OM, McCall KL, Nichols SD. Trends in Medical Use of Opioids in the U.S., 2006-2016. Am J Prev Med 2018; 54:652-660. [PMID: 29551331 DOI: 10.1016/j.amepre.2018.01.034] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 01/09/2018] [Accepted: 01/30/2018] [Indexed: 01/04/2023]
Abstract
INTRODUCTION The U.S. is experiencing an opioid epidemic which is at least partially iatrogenic and fueled by both prescription and illicit misuse. This study provides a nationwide examination of opioid distribution patterns during the last decade. METHODS Data were obtained from the U.S. Drug Enforcement Administration's Automation of Reports and Consolidated Orders System for 2006-2016. Analyses include quantities of ten opioids legally dispensed nationwide by weight and converted to Morphine Milligram Equivalents. Geospatial and state-level analyses were also completed in 2017. RESULTS The total for ten opioids peaked in 2011 (389.5 metric tons Morphine Milligram Equivalents) relative to both 2006 (286.1) and 2016 (364.6). Changes in the volume of opioids by weight over the decade were agent specific. Since 2011, there were decreases in hydrocodone (-28.4%); oxymorphone (-28.0%); fentanyl (-21.4%); morphine (-18.9%); oxycodone (-13.8%); and meperidine (-58.0%) and an increase in buprenorphine (75.2%) in 2016. There were substantial inter-state variations in rates with a fivefold difference between the highest Morphine Milligram Equivalents in 2016 (Rhode Island=2,623.7 mg/person) relative to the lowest (North Dakota=484.7 mg/person). An association was identified between state median age and per capita Morphine Milligram Equivalents (r =0.49, p<0.0005). CONCLUSIONS With the exception of buprenorphine, used to treat an opioid use disorder, prescription opioid use has been decreasing over the past 5 years in the U.S. Further efforts are needed to continue to optimize the balance between appropriate opioid access for acute pain while minimizing diversion and treating opioid addiction.
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Piper BJ, Suarez MJ, Piserchio JP, Shah DT, Simoyan OM, McCall KL, Desrosiers CE, Nichols SD. Illicit and prescription drug misuse as reported to the Maine Diversion Alert Program. Forensic Sci Int 2018; 285:65-71. [PMID: 29453006 DOI: 10.1016/j.forsciint.2018.01.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 12/12/2017] [Accepted: 01/29/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND The opioid epidemic is rapidly evolving and new tools are needed to combat drug abuse. The Maine Diversion Alert Program (DAP) is an informational resource that facilitates communication about drug arrests between the criminal justice and healthcare fields. The objectives of this report were to: (1) describe the illegal and prescription pharmaceuticals reported to the DAP; (2) determine if the drugs implicated in arrests changed from the first to latter half of 2016; (3) identify the demographic and other characteristics of arrestees; and (4) outline the strengths and limitations of the DAP for other areas considering implementing similar programs. METHODS The arrests (N=2,368, 31.4% female, mean age=33.7, SD=9.9, Min=18, Max=71.5) reported to the DAP were examined. Drugs were classified by Drug Enforcement Administration Schedule (I-V, non-controlled prescription) and into families (opioids, stimulants, sedatives, hallucinogens, and other). A comparison between the first and second half of 2016 and arrest by county was completed. RESULTS Arrests involved 2,957 substances (drugs and paraphernalia). Most arrests (80.6%) involved a single drug. One-third (33.2%) of arrests involved illicit drugs (i.e. Schedule I) and three-fifths (59.8%) were for controlled prescription medical drugs (i.e. Schedule II-V), and a minority (6.8%) involved non-controlled prescription drugs (e.g. gabapentin, bupropion). Opioids (e.g. heroin, buprenorphine, and oxycodone) accounted for over-half (51.3%) of arrests followed by stimulants (29.0%, e.g. cocaine), and sedatives (7.6%). Arrests for oxycodone significantly decreased (51.9%) and alprazolam increased (89.3%) during 2016. Arrestees for non-controlled prescription drugs were older than arrestees for illegal drugs. Arrests, correcting for population, were most common in more urban (e.g. Androscoggin and Cumberland) counties. CONCLUSIONS Opioids (illicit and prescription) account for over half of all arrests. However, arrests for oxycodone decreased while arrests for benzodiazepines, and especially alprazolam, increased in 2016. The DAP is a novel source of information for healthcare decisions and can empirically inform law enforcement about drug misuse and addiction.
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Holt CT, McCall KL, Cattabriga G, Tu C, Smalley EK, Nichols SD. Using Controlled Substance Receipt Patterns to Predict Prescription Overdose Death. Pharmacology 2017; 101:140-147. [PMID: 29248915 DOI: 10.1159/000484667] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 10/27/2017] [Indexed: 12/18/2022]
Abstract
BACKGROUND This study evaluates complete state data from controlled substance prescribing trends in the prescription monitoring program (PMP) database and their association with the risk of prescription drug overdose death. SUMMARY Maine PMP records of individuals who died of prescription overdose deaths between 2006 and 2010 were selected (n = 690). For each subject, an age, gender, and residence matched cohort of PMP users in a 50: 1 ratio was identified (n = 34,500). Key Messages: Prescription opioids contributed to 480 of 690 prescription deaths, many co-ingestions were noted, and OR for overdose death increased with milligram of morphine equivalent (MME)/day >100. The majority who were prescribed MME >100 per day received a prescription within 90 days of overdose matching the toxicology cause of death. CONCLUSIONS Medication profiles available through state PMP can identify dosing of prescriptions associated with drug overdose death.
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Piper BJ, Desrosiers CE, Fisher HC, McCall KL, Nichols SD. A New Tool to Tackle the Opioid Epidemic: Description, Utility, and Results from the Maine Diversion Alert Program. Pharmacotherapy 2017; 37:791-798. [PMID: 28543168 DOI: 10.1002/phar.1952] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
STUDY OBJECTIVE The opioid epidemic continues to impact the United States, and new strategies are needed to combat this epidemic. The objective of this study was to analyze 2015 drug arrest data from Maine's Diversion Alert (DA) program (diversionalert.org), compare arrest data between the first quarters of 2015 and 2016, and provide an analysis of the sex differences in the arrests as well as information about DA use. STUDY DESIGN This was a population-based descriptive study using data from the Maine DA program. The study population consisted of persons arrested for prescription, nonprescription, or illicit drugs. DATA SOURCE DA database. MEASUREMENTS AND MAIN RESULTS The DA program addresses Maine's prescription drug abuse epidemic with innovative resources that provide access to drug arrest data for health care providers to identify and respond to patients at risk for overdose, those engaged in illegal prescription drug distribution, and those who need treatment. Drug arrest data from 2015 (2723 arrests) and the first quarter of 2016 (788 arrests) were compared and analyzed. The drugs implicated in the arrests were organized by Drug Enforcement Agency (DEA) schedule category and whether they were pharmaceuticals (synthesized and distributed by a pharmaceutical company) or nonpharmaceuticals (grown or synthesized in clandestine laboratories). Most arrests were for possession (64.5%) followed by trafficking (23.8%). Heroin was listed in more than three-quarters (76.4%) of the Schedule I arrests, followed by marijuana (11.7%) and "bath salts" (6.3%). Cocaine and crack cocaine were implicated in almost half (46.7%) of the Schedule II arrests, followed by oxycodone (21.0%) and methamphetamine/amphetamine (15.8%). Buprenorphine was responsible for almost all (96.7%) of the Schedule III arrests. The benzodiazepines alprazolam (34.3%), clonazepam (33.8%), diazepam (11.9%), and lorazepam (8.5%) were listed in the preponderance of the Schedule IV arrests. Arrests increased in 2016 by 49.2% for heroin (p<0.01) and 170.0% for methamphetamine (p≤0.0005) relative to 2015. Arrests for trafficking increased by 42.9% (p<0.05). Males outnumbered females 2:1 in DA. Schedule IV agents accounted for only 6.8% of arrests for males versus 11.5% for females (p≤0.0001). Conversely, Schedule I agents were implicated in 33.0% of arrests for males versus only 27.3% for females (p<0.005). CONCLUSION DA is an important tool for providing timely information for health care providers regarding individuals with a history of past misuse of psychotherapeutic agents, particularly opioids and stimulants.
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Abstract
Objective: To review the pharmacology, pharmacokinetics, and clinical trials of the oral direct thrombin inhibitor ximelagatran. Data Sources: All primary articles involving ximelagatran or its active form, melagatran, and indexed on MEDLINE or International Pharmaceutical Abstracts databases (1966–December 2002) were evaluated. Recent ximelagatran and melagatran abstracts were also obtained online from the American Society of Hematology at www.hematology.org/meeting/abstracts.cfm (2001 and 2002). Data Synthesis: Ximelagatran is an orally bioavailable prodrug of melagatran that directly blocks unbound thrombin and fibrin-bound thrombin. Ximelagatran displays predictable pharmacodynamic and pharmacokinetic properties with a linear dose–response relationship and low interpatient variability. These parameters allow fixed dosing of ximelagatran without routine coagulation monitoring. Ximelagatran has yet to be approved by the FDA; however, several major clinical trials have been completed. These clinical trials have revealed that an easier-to-manage ximelagatran regimen is at least as effective and has a similar safety profile as conventional therapy for prevention of venous thromboembolism (VTE). The results of studies with ximelagatran for treatment of VTE and prevention of thrombosis associated with atrial fibrillation are promising, but need further investigation. Conclusions: Ximelagatran possesses several advantages over warfarin including fixed dosing and the lack of coagulation monitoring, the absence of known diet or drug interactions, and a faster onset of action. Ximelagatran appears to be at least as effective as warfarin for prevention of VTE. Further research is needed with ximelagatran in the treatment of VTE and atrial fibrillation.
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Piper BJ, Desrosiers CE, Lipovsky JW, Rodney MA, Baker RP, McCall KL, Nichols SD, Martin SL. Use and Misuse of Opioids in Maine: Results From Pharmacists, the Prescription Monitoring, and the Diversion Alert Programs. J Stud Alcohol Drugs 2016; 77:556-65. [PMID: 27340958 PMCID: PMC4987068 DOI: 10.15288/jsad.2016.77.556] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVE Although opioids have substantial efficacy for acute pain management, escalation to opioid misuse and abuse is a persistent concern. This report assesses the current status of the opioid epidemic in Maine using three complementary data sets. METHOD A representative sample of pharmacists (N = 275) completed an online survey regarding the extent that opioids affected their practice. A county-level analysis of opioid prescriptions (N = 1.22 million) reported to the Maine Prescription Monitoring Program (M-PMP) in 2014 and the agents implicated in arrests as reported to the Maine Diversion Alert Program (DAP, N = 2,700) in 2014/15 also was completed. RESULTS A significantly greater number of pharmacists agreed that opioid misuse (85.9%), rather than diversion (76.8%) or access (54.2%), was a concern. Only half (56.2%) reported use of the M-PMP. Opioids were dispensed to 22.4% of residents (37.7% of women in their 80s). This was enough to supply everyone in Maine with a 16.1-day supply. Buprenorphine accounted for almost half of opioid prescriptions to young adults (46.3% women, 49.3% men). Arrests increased by 13.3% from 2014 to 2015, and the proportion of arrests that involved prescription opioids decreased while those involving stimulants and heroin were elevated. CONCLUSIONS Pharmacists are very aware of the potential for opioid misuse, but many do not consistently use the M-PMP. There continues to be substantial legitimate use, as well as criminal activity, involving oxycodone and other prescription opioids. Continued vigilance and use of tools like the PMP and DAP are necessary to minimize nonmedical use of opioids in Maine.
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Adams AJ, Matzke GR, McCall KL. A Novel Education and Training Program to Enhance Student Advocacy. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2015; 79:95. [PMID: 27168608 PMCID: PMC4812783 DOI: 10.5688/ajpe79795] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2013] [Accepted: 09/24/2015] [Indexed: 06/05/2023]
Abstract
Objective. To develop and implement a unique student advocacy program to train student pharmacists to be effective advocates for the profession of pharmacy and the patients it serves. Design. The Academy is a 2-day program hosted annually in Washington, DC, that combines didactic presentations on the legislative process, communication with policymakers, current legislation, and active-learning exercises such as mock congressional visits. The Academy culminates with visits to Capitol Hill where students meet with legislators and their staff to discuss pending legislation. Assessment. Nearly 350 students from 43 schools and colleges of pharmacy completed the program in its 4 years. Students are assessed following the active-learning exercises and meetings with legislators. Conclusion. Advocacy has been listed as a competency that requires more attention in pharmacy education. The Academy provides a model that schools may replicate to enhance their advocacy offerings.
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McCall KL, Tu C, Lacroix M, Holt C, Wallace KL, Balk J. Controlled substance prescribing trends and physician and pharmacy utilization patterns: epidemiological analysis of the Maine Prescription Monitoring Program from 2006 to 2010. JOURNAL OF SUBSTANCE USE 2012. [DOI: 10.3109/14659891.2012.685794] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Dalal K, McCall KL, Fike DS, Horton N, Allen A. Pharmacy students provide care comparable to pharmacists in an outpatient anticoagulation setting. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2010; 74:139. [PMID: 21179250 PMCID: PMC2987279 DOI: 10.5688/aj7408139] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2010] [Accepted: 05/28/2010] [Indexed: 05/13/2023]
Abstract
OBJECTIVE To evaluate whether student participation in ambulatory clinics influenced the percentage of therapeutic international normalized ratio (INR) results among patients on chronic warfarin therapy. METHODS Medical records in outpatient anticoagulation clinics managed by pharmacists under physician protocol were reviewed retrospectively in 2 university-affiliated clinics in Amarillo and Lubbock, TX. Pharmacy student activities included patient interviews, vital sign measurements, fingersticks, counseling, and documentation. Patient visits were conducted by a precepted pharmacy student or a pharmacist without a student, and the INR was measured at the subsequent patient visit. RESULTS Records of 1,958 anticoagulation patient visits were reviewed; 865 patients were treated by pharmacists, and 1093 were treated by precepted students. The follow-up INR was therapeutic for 48.5% of third-year (P3) students' patients, 45.6% of fourth-year (P4) students' patients, 51.2% of residents' patients, and 44.7% of pharmacists's patients (p = 0.23). Eight variables were associated with the follow-up INR (baseline INR, warfarin noncompliance, held warfarin doses, a warfarin dosage adjustment, diet change, alcohol use, tobacco use, and any medication changes). CONCLUSION Student participation in the patient-care process did not compromise patient care and no significant difference in patient outcomes was found between patients in an anticoagulation clinic cared for by precepted students and those cared for by pharmacists.
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Fike DS, McCall KL, Raehl CL, Smith QR, Lockman PR. Achieving equivalent academic performance between campuses using a distributed education model. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2009; 73:88. [PMID: 19777103 PMCID: PMC2739071 DOI: 10.5688/aj730588] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2008] [Accepted: 10/03/2008] [Indexed: 05/26/2023]
Abstract
OBJECTIVES To demonstrate that students in competency-based anatomy and pharmaceutical calculations courses performed similarly whether enrolled in the classes through distance education or face-to-face lectures. METHODS Student outcomes data including module examination scores, final course grades, and student demographics data were collected, merged, and analyzed. RESULTS Mean module examination final scores and final course grades did not significantly differ between students at the lecture site and students at the remote site. CONCLUSIONS The competency-based anatomy and pharmaceutical calculations courses, whether remote or at the lecture site, provided equitable learning opportunities and roughly equivalent learning outcomes for students.
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Elliott KE, McCall KL, Fike DS, Polk J, Raehl C. Assessment of manual blood pressure and heart rate measurement skills of pharmacy students: a follow-up investigation. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2008; 72:60. [PMID: 18698382 PMCID: PMC2508710 DOI: 10.5688/aj720360] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2007] [Accepted: 11/03/2007] [Indexed: 05/26/2023]
Abstract
OBJECTIVES To evaluate the impact of a laboratory course on the manual blood pressure (BP) and heart rate (HR) measurement skills of pharmacy students. METHODS After 1 lecture and 1 laboratory session on vital sign technique, pharmacy students enrolled in a patient assessment laboratory course were randomly paired with a classmate and manually measured the classmate's BP and HR. Within 2 minutes, the BP and HR were measured by an Omron 711-AC automatic monitor. The same assessment procedures with manual and automatic measurements were repeated near the end of the laboratory course. Student skills were also evaluated through direct observation by faculty members. RESULTS Student and machine measurements of systolic blood pressure (SBP), diastolic blood pressure (DBP), and HR significantly correlated at the final assessment (r = 0.92, 0.83, and 0.91 respectively; p < 0.001 for each. The proportion of student and device values agreeing to within 5 units (mmHg and beats-per-minute) at baseline versus at the final assessment significantly improved from 38% to 67% for SBP, 51% to 77% for DBP, and 52% to 79% for HR (p < 0.001 for each). The percentage of students correctly performing all 13 AHA endorsed steps for BP measurement improved significantly from 4.6% to 75.6% (p < 0.001). CONCLUSIONS Significant improvement and the attainment of competency in manual vital signs measurement were demonstrated by pharmacy students after 11 weeks of skill rehearsal in a laboratory course.
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Isanhart CM, McCall KL, Kretschmer D, Grimes BA. Parenterals laboratory course to reduce microbial contamination rates in media fill tests performed by pharmacy students. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2008; 72:27. [PMID: 18483595 PMCID: PMC2384202 DOI: 10.5688/aj720227] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2007] [Accepted: 09/23/2007] [Indexed: 05/19/2023]
Abstract
OBJECTIVES To evaluate microbial contamination rates of low- and medium-risk level media fill tests performed by pharmacy students near the beginning and end of a parenterals laboratory course in the second- professional year of a doctor of pharmacy (PharmD) program. METHODS Students enrolled in a required parenterals laboratory class (N = 84) participated in this study. The aseptic technique procedures performed at the beginning of the course were identical to the procedures performed at the end of the course and included 3 low-risk level media-fill tests and a medium-risk level media-fill test. Single-strength trypticase-soy broth (TSB) was substituted for the drug and was used to detect microbial contamination for all manipulations. RESULTS The baseline and end-of-course contamination rate was 21 of 504 syringes and 0 of 498 syringes, respectively (p < 0.001). Eighteen of 84 students at baseline and 0 of 83 students near the end of the course produced one or more contaminated syringes (p < 0.001). Of the 21 contaminated syringes at baseline, low-risk manipulations accounted for 14 and medium-risk manipulations accounted for 7. Of the low-risk procedures, the ampule produced the highest contamination rate (11 syringes), followed by the vial (2 syringes) and the reconstitution (1 syringe). CONCLUSIONS This study demonstrated a decreased rate of microbial contamination during the manipulation of parenteral products and a corresponding improvement in aseptic technique skills among pharmacy students enrolled in a parenterals laboratory course. The most sensitive tests for poor aseptic technique and bacterial contamination were medium-risk manipulations and low-risk manipulations involving an ampule.
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McCall KL, MacLaughlin EJ, Fike DS, Ruiz B. Preadmission predictors of PharmD graduates' performance on the NAPLEX. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2007; 71:5. [PMID: 17429505 PMCID: PMC1847544 DOI: 10.5688/aj710105] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
OBJECTIVES To identify prepharmacy variables that predicted graduate performance on the North American Pharmacist Licensure Examination (NAPLEX) test. METHODS Undergraduate and pharmacy school transcripts for 424 students admitted to the Texas Tech University Health Sciences Center (TTUHSC) Doctor of Pharmacy program from the fall of 1996 to the fall of 2001 were reviewed. NAPLEX scores were provided by the Texas State Board of Pharmacy (TSBP). Statistical analyses were performed using SPSS, 11.5. RESULTS Grade point average, composite Pharmacy College Admission Test (PCAT) score, and California Critical Thinking Skills Test (CCTST) score were each positively correlated with NAPLEX score (p < 0.001 for each). Type of school where organic chemistry was completed; age; advanced courses taken in chemistry, biology, and math; and attainment of a BS, BA, or MS degree were not significantly correlated with NAPLEX score (p > 0.05). When comparing students who successfully graduated and passed the NAPLEX with students who were academically suspended or who failed the NAPLEX, there were significant differences in mean PCAT scores, CCTST score, and age (p < 0.05 for all). Stepwise regression analysis applying all admission variables except PCAT subscores revealed a correlation between predictors (composite PCAT, prepharmacy GPA, and age) and NAPLEX score (p < 0.001). CONCLUSION Composite PCAT score was the strongest predictor of success and failure on the NAPLEX. However, the combined predictive ability of PCAT and CCTST scores, prepharmacy GPA, and age was relatively low. Thus, a full review of each candidate's application is justified.
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McCall KL, Raehl C, Nelson S, Haase K, Fike DS. Evaluation of pharmacy students' blood pressure and heart rate measurement skills after completion of a patient assessment course. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2007; 71:1. [PMID: 17429501 PMCID: PMC1847558 DOI: 10.5688/aj710101] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2006] [Accepted: 08/14/2006] [Indexed: 05/10/2023]
Abstract
OBJECTIVES To evaluate pharmacy students' skills at measuring brachial artery blood pressure and radial heart rate at the completion of a patient assessment course in the second-professional year of a doctor of pharmacy (PharmD) program. METHODS Students enrolled in a required patient assessment laboratory course (n = 83) participated in this study. Each student was randomly matched with a classmate and manually measured the classmate's blood pressure by auscultation of the brachial artery and heart rate by palpation of the radial pulse. RESULTS The student-device absolute disagreement was 6.5 +/- 4.8 mmHg for systolic blood pressure (SBP), 6.2 +/- 4.5 mmHg for diastolic blood pressure (DBP), and 5.3 +/- 4.0 beats per minute (BPM) for heart rate. Student and machine measurements of SBP, DBP, and HR significantly correlated. CONCLUSIONS Pharmacy students in the second-professional year of a PharmD program demonstrated competence in but not mastery of manual blood pressure and heart rate measurement. These skills need further refinement during third- and fourth-professional year APPEs.
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McCall KL, Craddock D, Edwards K. Effect of angiotensin-converting enzyme inhibitors and angiotensin II type 1 receptor blockers on the rate of new-onset diabetes mellitus: a review and pooled analysis. Pharmacotherapy 2007; 26:1297-306. [PMID: 16945052 DOI: 10.1592/phco.26.9.1297] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The rising prevalence and health burden of diabetes mellitus require that new approaches for prevention among high-risk populations be evaluated. Emerging evidence from the prospective evaluations of secondary and tertiary outcomes and from retrospective evaluations in randomized controlled trials suggests that angiotensin-converting enzyme (ACE) inhibitors and angiotensin II type 1 receptor blockers (ARBs) may reduce the occurrence of new-onset diabetes. Therefore, we each independently searched MEDLINE for randomized controlled trials from January 1966-October 2005 that used an ACE inhibitor or ARB as a primary intervention versus a control group not receiving an ACE inhibitor or ARB and that reported the occurrence of diabetes. Thirteen trials were identified. In each of the 13 studies, the frequency of diabetes in the ACE inhibitor or ARB groups was lower than that in the control groups. In addition, it was consistent in that no study significantly excluded any benefit from ACE inhibitors or ARBs on the rate of new-onset diabetes. The combined occurrence of new-onset diabetes in all 13 studies was 2249 cases among 31,283 patients (7.2%) in the ACE inhibitor or ARB group versus 3230 cases among 35,988 patients (9.0%) in the control group. The combined relative risk of diabetes was 0.80, with a 95% confidence interval of 0.76-0.84, based on a two-sided alpha of 0.05, in favor of ACE inhibitors and ARBs. This observation needs to be confirmed by randomized controlled trials with the frequency of diabetes as the primary prospective end point.
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McCall KL, Allen DD, Fike DS. Predictors of academic success in a doctor of pharmacy program. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2006; 70:106. [PMID: 17149435 PMCID: PMC1637008 DOI: 10.5688/aj7005106] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2006] [Accepted: 03/02/2006] [Indexed: 05/12/2023]
Abstract
OBJECTIVES To evaluate the correlation between specific prepharmacy college variables and academic success in the Texas Tech doctor of pharmacy degree program. METHODS Undergraduate and pharmacy school transcripts for 424 students admitted to the Texas Tech doctor of pharmacy degree program between May 1996 and May 2001 were reviewed in August of 2005. Statistical analyses were performed using SPSS Release 11.5. The undergraduate college variables included prepharmacy grade point-average (GPA), organic chemistry school type (2- or 4-year institution), chemistry, biology, and math courses beyond required prerequisites, and attainment of a bachelor of science (BS), bachelor of arts (BA), or master of science (MS) degree. Measurements of academic success in pharmacy school included cumulative first-professional year (P1) GPA, cumulative GPA (grade point average of all coursework finished to date), and graduation without academic delay or suspension. RESULTS Completing advanced biology courses and obtaining a BS degree prior to pharmacy school were each significantly correlated with a higher mean P1 GPA. Furthermore, the mean cumulative GPA of students with a BS degree was 86.4 versus cumulative GPAs of those without a BS degree which were 84.9, respectively (p = 0.039). Matriculates with advanced prerequisite biology coursework or a BS degree prior to pharmacy school were significantly more likely to graduate from the doctor of pharmacy program without academic delay or suspension (p = 0.021 and p = 0.027, respectively). Furthermore, advanced biology coursework was significantly and independently associated with graduating on time (p = 0.044). CONCLUSIONS Advanced biology coursework and a science baccalaureate degree were significantly associated with academic success in pharmacy school. On multivariate analysis, only advanced biology coursework remained a significant predictor of success.
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McCall KL, Scott JC, Anderson HG. Retrospective evaluation of a possible interaction between warfarin and levofloxacin. Pharmacotherapy 2005; 25:67-73. [PMID: 15767222 DOI: 10.1592/phco.25.1.67.55624] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
STUDY OBJECTIVES In order to clarify the clinical significance of a suspected drug interaction, we sought to determine if the international normalized ratio (INR) is affected when levofloxacin is administered in patients receiving long-term warfarin therapy. DESIGN Retrospective cohort study using pharmacy and medical records. SETTING Outpatient clinic. PATIENTS Forty-three patients receiving long-term warfarin therapy who subsequently were prescribed either levofloxacin (22 patients) or felodipine (21 controls); felodipine was chosen as it has been shown not to interact with warfarin. Patients in both groups were required to have a documented INR before the start of levofloxacin or felodipine (pre-INR) and either during levofloxacin or felodipine therapy or within 15 days after the drug had been started (post-INR). MEASUREMENTS AND MAIN RESULTS Patient demographics were similar between the two treatment groups. The mean +/- SD age of the patients in the levofloxacin and control groups was 59.5 +/- 8.7 and 65.3 +/- 11.5 years, respectively (p=0.07). The mean change between the pre- and post-INR (primary outcome measure) was 0.31 +/- 0.82 (pre-INR 2.46, post-INR 2.76) and 0.21 +/- 0.54 (pre-INR 2.46, post-INR 2.67) in the levofloxacin and felodipine groups, respectively (p=0.65). A post hoc power analysis, based on a sample-derived, weighted standard deviation of 0.68, revealed that the study had 66% power to detect a change of 0.5 in the INR value. The percentage of patients who required a warfarin dosage adjustment based on the post-INR (secondary outcome measure) was 41% (9 of 22 patients) in the levofloxacin group and 33% (7 of 21 patients) in the felodipine group. CONCLUSION Although our primary analysis did not detect a warfarin-levofloxacin interaction, the potential for such an interaction, especially in idiosyncratic cases, cannot be ruled out. Clinicians should closely monitor INR values when levofloxacin is administered jointly with warfarin.
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McCall KL, Anderson HG, Jones AD. Determination of the lack of a drug interaction between azithromycin and warfarin. Pharmacotherapy 2004; 24:188-94. [PMID: 14998219 DOI: 10.1592/phco.24.2.188.33148] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
STUDY OBJECTIVE To determine the effect on the international normalized ratio (INR) of adding azithromycin to patients receiving stable dosages of warfarin. DESIGN Retrospective chart review. SETTING Outpatient clinic. PATIENTS Ambulatory patients receiving warfarin and azithromycin concurrently who had a documented therapeutic INR value before the start of azithromycin therapy (pre-INR) and a documented INR value within 30 days after the start of azithromycin therapy (post-INR). MEASUREMENTS AND MAIN RESULTS Patients given felodipine during long-term warfarin therapy formed a comparative control group. Patient demographics were similar in both treatment groups. Mean age of the azithromycin group (17 patients) was 59 +/- 13 years and of the control group (20 patients) 65 +/- 12 years. All 17 patients in the azithromycin group and 16 of the controls were women. Mean change from pre-INR to post-INR in the azithromycin and control groups, respectively, was 0.14 +/- 0.64 (pre-INR 2.46, post-INR 2.61) and 0.19 +/- 0.54 (pre-INR 2.46, post-INR 2.66) (p = 0.74). A post hoc power analysis based on a pooled standard deviation of 0.60 revealed that the study had 68% power to detect a 0.5 change in the INR value. CONCLUSION No interaction between azithromycin and warfarin was observed in ambulatory patients with therapeutic baseline INR values.
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