<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">PP</journal-id><journal-title-group><journal-title>Pharmacology &amp; Pharmacy</journal-title></journal-title-group><issn pub-type="epub">2157-9423</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/pp.2022.134008</article-id><article-id pub-id-type="publisher-id">PP-116977</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject><subject> Medicine&amp;Healthcare</subject></subj-group></article-categories><title-group><article-title>
 
 
  Polysubstance Use and Overdose Visualized via Maps: Opioids
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Robert</surname><given-names>B. Raffa</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Joseph</surname><given-names>V. Pergolizzi Jr.</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Herm</surname><given-names>Cukier</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib></contrib-group><aff id="aff3"><addr-line>Enalare Therapeutics, Princeton, NJ, USA</addr-line></aff><aff id="aff1"><addr-line>Temple University School of Pharmacy (Emeritus), Philadelphia, PA, USA</addr-line></aff><aff id="aff2"><addr-line>Neumentum, Summit, NJ, USA</addr-line></aff><pub-date pub-type="epub"><day>28</day><month>04</month><year>2022</year></pub-date><volume>13</volume><issue>04</issue><fpage>107</fpage><lpage>118</lpage><history><date date-type="received"><day>3,</day>	<month>April</month>	<year>2022</year></date><date date-type="rev-recd"><day>26,</day>	<month>April</month>	<year>2022</year>	</date><date date-type="accepted"><day>29,</day>	<month>April</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Polysubstance (combinations of substances) abuse and overdose deaths now surpass mono-substance abuse and overdose deaths. Several international and governmental organizations such as the WHO (World Health Organization), CDC (Centers for Disease Control and Prevention), several of the Institutes of the NIH (National Institutes of Health), Regulators, and Enforcement Agencies, among others, track and provide a valuable source of statistical information about drug (prescription and illicit) (mis)use and overdose. The information is disseminated free to stakeholders and the general public for use. Although the numeric presentations of the data are helpful and adequate for professionals, the non-expert and the visual learner often find visual representation more clear and more compelling. With this in mind, the aim of this study was to present polysubstance use and overdose using visual maps of the available data. This article considers the opioids.
 
</p></abstract><kwd-group><kwd>Polysubstance</kwd><kwd> Use Disorder</kwd><kwd> Overdose</kwd><kwd> Maps</kwd><kwd> Opioids</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>There is an increasing trend that drug-overdose deaths involve more than one drug (i.e., polysubstance use and overdose) [<xref ref-type="bibr" rid="scirp.116977-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.116977-ref2">2</xref>]. Indeed, recent estimates suggest that more than half of drug overdose deaths now result from polysubstance use and/or abuse [<xref ref-type="bibr" rid="scirp.116977-ref3">3</xref>]. The particular danger of polysubstance versus mono-substance use derives from the potential additive, or even greater-than-additive (synergistic), interaction between the pharmacologic/toxicologic effects of the individual drugs [<xref ref-type="bibr" rid="scirp.116977-ref4">4</xref>]. For example, well-known deleterious interactions are known to occur with combinations of opioids and benzodiazepines [<xref ref-type="bibr" rid="scirp.116977-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.116977-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.116977-ref6">6</xref>], methamphetamine [<xref ref-type="bibr" rid="scirp.116977-ref7">7</xref>], cocaine [<xref ref-type="bibr" rid="scirp.116977-ref8">8</xref>], alcohol [<xref ref-type="bibr" rid="scirp.116977-ref9">9</xref>], muscle relaxants [<xref ref-type="bibr" rid="scirp.116977-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.116977-ref11">11</xref>], and others.</p><p>Ritchie &amp; Roser (2018) have provided a series of open-access illustrative and instructive graphs that provide a visual guide to both the extent and the temporal progression of substance use/abuse and overdose deaths [<xref ref-type="bibr" rid="scirp.116977-ref12">12</xref>]. Since the majority of polysubstance overdose deaths involve the opioids, intentionally or unknowingly, we first consider them. All maps herein are reproduced with permission.</p></sec><sec id="s2"><title>2. Opioids</title><sec id="s2_1"><title>2.1. Molecular Pharmacology</title><p>The opioids produce their analgesic (pain-relieving), antidiarrheal, and other beneficial therapeutic effects by binding to (affinity) and activating (intrinsic activity, efficacy) a family of 7-transmembrane G protein-coupled opioid receptor types and subtypes [<xref ref-type="bibr" rid="scirp.116977-ref13">13</xref>]. Signals are transduced by several 2<sup>nd</sup>-messenger pathways [<xref ref-type="bibr" rid="scirp.116977-ref14">14</xref>], sometimes preferentially in response to “biased” ligands (and drugs) that activate subsets of the transducing biochemical paths [<xref ref-type="bibr" rid="scirp.116977-ref15">15</xref>]. The parent drug, as well as its major metabolite(s), contribute to the overall clinical profile of each opioid.</p></sec><sec id="s2_2"><title>2.2. Respiratory Depression</title><p>The precipitating cause of opioid overdose death is an excess opioid receptor occupation (overstimulation), resulting in opioid-induced respiratory depression [<xref ref-type="bibr" rid="scirp.116977-ref16">16</xref>]. Although more than one mechanism is involved, a primary action is at the pre-B&#246;tzinger and other nuclei located in the brainstem [<xref ref-type="bibr" rid="scirp.116977-ref17">17</xref>]. Due to variations in pharmacokinetic (i.e., absorption, distribution, metabolism, and elimination) and/or pharmacodynamic profiles, each opioid has its unique relative safety. High potency (e.g., fentanyl and analogs) is one factor that decreases the safety margin when opioids (or other drugs) are used/abused.</p></sec></sec><sec id="s3"><title>3. Geographic Opioid Overdose Death Rates</title><p>Despite a multiplicity of criteria used to define an opioid-induced or opioid-related overdose, and a multiplicity of measuring tools, some better than others [<xref ref-type="bibr" rid="scirp.116977-ref18">18</xref>], there seems to be no question that death rates due to opioid overdose have risen worldwide, but particularly in the United States. <xref ref-type="fig" rid="fig1">Figure 1</xref> shows the increase in worldwide death rates from opioid overdoses over the past ≥30 years. Opioid overdose death rates have gone down over this time in some countries (<xref ref-type="fig" rid="fig2">Figure 2</xref>), or at least the reporting has, but the trend is upward, contributed to by the stress and other factors related to the COVID-19 pandemic [<xref ref-type="bibr" rid="scirp.116977-ref19">19</xref>].</p></sec><sec id="s4"><title>4. Opioid Overdose Death Rates in North America</title><p>Over the period 1990 to 2019, the death rates attributed to opioid use in North America (computed as the number of deaths per 100,000 of the population) rose in relation to Europe and the rest of the world. The largest rate in North America over this time period consistently was for the United States: 1.53/100,000 in 1990 to 13.69/100,000 in 2019 (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The rate for Canada also rose sharply during the same period, from 1.13 to 4.67 per 100,000 (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p></sec><sec id="s5"><title>5. Possible Explanations</title><p>A variety of possible explanations for the increased rate over this time period have been proposed: psychosocial, economic, financial, over-promotion of opioids for pain, the pandemic, and others. One possible explanation can be tested and visualized by reference to the maps: What if prescribing of opioids increased proportionally, or at least increased together with, the increase in opioid overdose deaths. The maps shown in <xref ref-type="fig" rid="fig4">Figure 4</xref> do not support this conjecture. In fact, dispensing rates in the United States over this period peaked during the period about 2008 to 2012, then actually substantially declined through 2020. This is not the perception or headlines of the news media or litigators [<xref ref-type="bibr" rid="scirp.116977-ref20">20</xref>], but suggests that overzealous sales practices or good-intentioned, but misguided, overprescribing are not the only possible explanations.</p><p>Further insight is obtained by reference to the death rates in the United States from cocaine and amphetamine over the same period. Notably, death rates for both classes of drugs increased dramatically over the period [<xref ref-type="bibr" rid="scirp.116977-ref12">12</xref>], suggesting that the opioid-related overdose deaths are not necessarily attributable to something unique about the opioids per se (such as their psychopharmacology or dispensing), but instead something more nuanced, perhaps a response to one or more (or a combination of) other factors (psychosocial, economic, …?). A popular suggestion has referred to “deaths of despair” [<xref ref-type="bibr" rid="scirp.116977-ref21">21</xref>]. Modern psychology theories are more comprehensive, in which the used drug is just one factor among many [<xref ref-type="bibr" rid="scirp.116977-ref22">22</xref>].</p></sec><sec id="s6"><title>6. Conclusion</title><p>The multiplicity of sources providing information about drug overdose deaths can be perplexing, rather than elucidating. Reference to the “maps” supplied in Ritchie &amp; Roser [<xref ref-type="bibr" rid="scirp.116977-ref12">12</xref>] provides an opportunity to visualize at a glance the extent, distribution, and temporal relationship of the problem, and to support, or discount, notions of causality or trends.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s8"><title>Cite this paper</title><p>Raffa, R.B., Pergolizzi Jr., J.V. and Cukier, H. (2022) Polysubstance Use and Overdose Visualized via Maps: Opioids. Pharmacology &amp; Pharmacy, 13, 107-118. https://doi.org/10.4236/pp.2022.134008</p></sec></body><back><ref-list><title>References</title><ref id="scirp.116977-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Tori, M.E., Larochelle, M.R. and Naimi, T.S. (2020) Alcohol or Benzodiazepine Co-Involvement with Opioid Overdose Deaths in the United States, 1999-2017. JAMA Network Open, 3, Article No. e202361. https://doi.org/10.1001/jamanetworkopen.2020.2361</mixed-citation></ref><ref id="scirp.116977-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Kandel, D.B., Hu, M.C., Griesler, P. and Wall, M. (2017) Increases from 2002 to 2015 in Prescription Opioid Overdose Deaths in Combination with Other Substances. Drug and Alcohol Dependence, 178, 501-511. https://doi.org/10.1016/j.drugalcdep.2017.05.047</mixed-citation></ref><ref id="scirp.116977-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Xu, L., Chockalingam, A., Stewart, S., Shea, K., Shea, K., Narayanasamy, S., et al. (2020) Developing an Animal Model to Detect Drug-Drug Interactions Impacting Drug-Induced Respiratory Depression. Toxicology Reports, 7, 188-197. https://doi.org/10.1016/j.toxrep.2020.01.008</mixed-citation></ref><ref id="scirp.116977-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Jones, C.M. and McAninch, J.K. (2015) Emergency Department Visits and Overdose Deaths from Combined Use of Opioids and Benzodiazepines. American Journal of Preventive Medicine, 49, 493-501. https://doi.org/10.1016/j.amepre.2015.03.040</mixed-citation></ref><ref id="scirp.116977-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Boon, M., van Dorp, E., Broens, S. and Overdyk, F. (2020) Combining Opioids and Benzodiazepines: Effects on Mortality and Severe Adverse Respiratory Events. Annals of Palliative Medicine, 9, 542-557. https://doi.org/10.21037/apm.2019.12.09</mixed-citation></ref><ref id="scirp.116977-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Uemura, K., Sorimachi, Y., Yashiki, M. and Yoshida, K. (2003) Two Fatal Cases Involving Concurrent Use of Methamphetamine and Morphine. Journal of Forensic Sciences, 48, 1179-1181. https://doi.org/10.1520/JFS2002293</mixed-citation></ref><ref id="scirp.116977-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Pennings, E.J., Leccese, A.P. and Wolff, F.A. (2002) Effects of Concurrent Use of Alcohol and Cocaine. Addiction, 97, 773-783. https://doi.org/10.1046/j.1360-0443.2002.00158.x</mixed-citation></ref><ref id="scirp.116977-ref8"><label>8</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Jones</surname><given-names> C.M.</given-names></name>,<name name-style="western"><surname> Paulozzi</surname><given-names> L.J.</given-names></name>,<name name-style="western"><surname> Mack</surname><given-names> K.A.</given-names></name>,<name name-style="western"><surname> Centers for Disease</surname><given-names> C. and Prevention </given-names></name>,<etal>et al</etal>. (<year>2014</year>)<article-title>Alcohol Involvement in Opioid Pain Reliever and Benzodiazepine Drug Abuse-Related Emergency Department Visits and Drug-Related Deaths—United States, 2010</article-title><source> Morbidity and Mortality Weekly Report</source><volume> 63</volume>,<fpage> 881</fpage>-<lpage>885</lpage>.<pub-id pub-id-type="doi"></pub-id></mixed-citation></ref><ref id="scirp.116977-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Li, Y., Delcher, C., Wei, Y.-J.J., Reisfield, G.M., Brown, J.D., Tighe, P., et al. (2020) Risk of Opioid Overdose Associated with Concomitant Use of Opioids and Skeletal Muscle Relaxants: A Population-Based Cohort Study. Clinical Pharmacology &amp; Therapeutics, 108, 81-89. https://doi.org/10.1002/cpt.1807</mixed-citation></ref><ref id="scirp.116977-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Horsfall, J.T. and Sprague, J.E. (2017) The Pharmacology and Toxicology of the “Holy Trinity”. Basic &amp; Clinical Pharmacology &amp; Toxicology, 120, 115-119. https://doi.org/10.1111/bcpt.12655</mixed-citation></ref><ref id="scirp.116977-ref11"><label>11</label><mixed-citation publication-type="other" xlink:type="simple">Ritchie, H. and Roser, M. (2018) Opioids, Cocaine, Cannabis and Illicit Drugs. https://ourworldindata.org/illicit-drug-use</mixed-citation></ref><ref id="scirp.116977-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">Waldhoer, M., Bartlett, S.E. and Whistler, J.L. (2004) Opioid Receptors. Annual Review of Biochemistry, 73, 953-990. https://doi.org/10.1146/annurev.biochem.73.011303.073940</mixed-citation></ref><ref id="scirp.116977-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">Senese, N.B., Kandasamy, R., Kochan, K.E. and Traynor, J.R. (2020) Regulator of G-Protein Signaling (RGS) Protein Modulation of Opioid Receptor Signaling as a Potential Target for Pain Management. Frontiers in Molecular Neuroscience, 13, Article No. 5. https://doi.org/10.3389/fnmol.2020.00005</mixed-citation></ref><ref id="scirp.116977-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">Che, T., Dwivedi-Agnihotri, H., Shukla, A.K. and Roth, B.L. (2021) Biased Ligands at Opioid Receptors: Current Status and Future Directions. Science Signaling, 14, aav0320. https://doi.org/10.1126/scisignal.aav0320</mixed-citation></ref><ref id="scirp.116977-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">Algera, M.H., Kamp, J., van der Schrier, R., van Velzen, M., Niesters, M., Aarts, L., et al. (2019) Opioid-Induced Respiratory Depression in Humans: A Review of Pharmacokinetic-Pharmacodynamic Modelling of Reversal. British Journal of Anaesthesia, 122, e168-e179. https://doi.org/10.1016/j.bja.2018.12.023</mixed-citation></ref><ref id="scirp.116977-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">Pattinson, K.T. (2008) Opioids and the Control of Respiration. British Journal of Anaesthesia, 100, 747-758. https://doi.org/10.1093/bja/aen094</mixed-citation></ref><ref id="scirp.116977-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">Ayad, S., Khanna, A.K., Iqbal, S.U. and Singla, N. (2019) Characterisation and Monitoring of Postoperative Respiratory Depression: Current Approaches and Future Considerations. British Journal of Anaesthesia, 123, 378-391. https://doi.org/10.1016/j.bja.2019.05.044</mixed-citation></ref><ref id="scirp.116977-ref18"><label>18</label><mixed-citation publication-type="other" xlink:type="simple">Friedman, J.R. and Hansen, H. (2022) Evaluation of Increases in Drug Overdose Mortality Rates in the US by Race and Ethnicity Before and during the COVID-19 Pandemic. JAMA Psychiatry, 79, 379-381. https://doi.org/10.1001/jamapsychiatry.2022.0004</mixed-citation></ref><ref id="scirp.116977-ref19"><label>19</label><mixed-citation publication-type="other" xlink:type="simple">DeWeerdt, S. (2019) Tracing the US Opioid Crisis to Its Roots. Nature, 573, S10-S12. https://doi.org/10.1038/d41586-019-02686-2</mixed-citation></ref><ref id="scirp.116977-ref20"><label>20</label><mixed-citation publication-type="other" xlink:type="simple">Case, A. and Deaton, A. (2015) Rising Morbidity and Mortality in Midlife among White Non-Hispanic Americans in the 21st Century. Proceedings of the National Academy of Sciences of the United States of America, 112, 15078-15083. https://doi.org/10.1073/pnas.1518393112</mixed-citation></ref><ref id="scirp.116977-ref21"><label>21</label><mixed-citation publication-type="other" xlink:type="simple">West, R. and Brown, J.D. (2013) Theory of Addiction. 2nd Edition, Wiley Blackwell, Hoboken, 1-263. https://doi.org/10.1002/9781118484890</mixed-citation></ref><ref id="scirp.116977-ref22"><label>22</label><mixed-citation publication-type="other" xlink:type="simple">Compton, W.M., Valentino, R.J. and DuPont, R.L. (2021) Polysubstance Use in the U.S. Opioid Crisis. Molecular Psychiatry, 26, 41-50. https://doi.org/10.1038/s41380-020-00949-3</mixed-citation></ref></ref-list></back></article>