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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2022.729491</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Evaluation of Carbapenem Use Before and After Implementation of an Antimicrobial Stewardship-Led Carbapenem-Sparing Strategy in a Lebanese Tertiary Hospital: A Retrospective Study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>El Masri</surname>
<given-names>Mira</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1370796"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Haddad</surname>
<given-names>Nisrine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1578941"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Saad</surname>
<given-names>Therese</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1616065"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rizk</surname>
<given-names>Nesrine A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/786252"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zakhour</surname>
<given-names>Ramia</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1658631"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kanj</surname>
<given-names>Souha S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/39234"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zeenny</surname>
<given-names>Rony M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1267633"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Pharmacy, American University of Beirut Medical Center</institution>, <addr-line>Beirut</addr-line>, <country>Lebanon</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Internal Medicine, American University of Beirut Medical Center</institution>, <addr-line>Beirut</addr-line>, <country>Lebanon</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center</institution>, <addr-line>Beirut</addr-line>, <country>Lebanon</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Milena Dropa, University of S&#xe3;o Paulo, Brazil</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Khine Swe Swe Han, National Health Laboratory Service (NHLS), South Africa; Serge Alfandari, Centre Hospitalier de Tourcoing, France; Debra Goff, The Ohio State University, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Rony M. Zeenny, <email xlink:href="mailto:rony_zeenny@hotmail.com">rony_zeenny@hotmail.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;These authors share last authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Clinical Microbiology, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>12</volume>
<elocation-id>729491</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 El Masri, Haddad, Saad, Rizk, Zakhour, Kanj and Zeenny</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>El Masri, Haddad, Saad, Rizk, Zakhour, Kanj and Zeenny</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Purpose</title>
<p>The use of carbapenem before and after implementation of an antimicrobial stewardship-led carbapenem-sparing strategy at a tertiary care center in Lebanon was evaluated.</p>
</sec>
<sec>
<title>Methods</title>
<p>A retrospective, observational chart review was performed on all hospitalized pediatric and adult patients who received carbapenem therapy during January 2019 and January 2020. Patients who started their regimen before January or received carbapenems for less than 24 hours were excluded. Primary outcomes included the appropriateness of physician prescribing patterns and pharmacists&#x2019; interventions, as well as appropriateness and response rates of the latter. Secondary outcomes included the carbapenem defined daily dose (DDD) and days of therapy (DOT). Descriptive statistics were used in the analysis and a p-value &lt; 0.05 was considered to be statistically significant.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 157 and 150 patients charts were reviewed in January 2019 and January 2020, respectively. There was no difference in baseline characteristics except for inpatient services and rates of isolated multidrug-resistant organisms. When comparing the two timelines, the appropriateness of physicians&#x2019; prescribing patterns increased in terms of empirical therapy, targeted therapy, and duration of therapy but the results were not statistically significant. Pharmacists&#x2019; interventions significantly increased with regards to the duration of therapy (p= &lt;0.001), dose adjustment (p&lt;0.001), de-escalation to a narrower spectrum antibiotic (p=0.007), and use of extended infusion (p=0.042). The DDD and DOT were higher for ertapenem and lower for anti-pseudomonal carbapenems in January 2020.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The carbapenem-sparing strategy adopted by the antimicrobial stewardship program contributed to an increase in the number of interventions made by pharmacists on carbapenem therapy, including their appropriateness, and response rate. Despite an improvement in the physician-prescribing patterns, more awareness and education may be needed to achieve a better impact.</p>
</sec>
</abstract>
<kwd-group>
<kwd>antimicrobial stewardship (AMS)</kwd>
<kwd>carbapenem</kwd>
<kwd>clinical pharmacy services</kwd>
<kwd>infectious diseases</kwd>
<kwd>Middle East</kwd>
<kwd>Lebanon</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="34"/>
<page-count count="9"/>
<word-count count="4809"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Antimicrobial resistance (AMR) is a major worldwide concern affecting global public health. According to the Centers for Disease Control and Prevention (CDC) and the Infectious Disease Society of America (IDSA), more than 2.5 million people are infected with antibiotic-resistant organisms causing at least 34,000 deaths annually and adding more than 2 billion US dollars to direct healthcare costs (<xref ref-type="bibr" rid="B7">CDC, 2019a</xref>; <xref ref-type="bibr" rid="B28">Shrestha et&#xa0;al., 2018</xref>). Likewise, the World Health Organization (WHO) data revealed an increase in AMR in the Middle East and North Africa region (<xref ref-type="bibr" rid="B30">WHO, 2015</xref>). Out of the pathogens with emerging resistance listed in the CDC AMR threats of 2019, carbapenem-resistant <italic>Enterobacterales</italic> (CRE) and carbapenem-resistant <italic>Acinetobacter</italic> (CRA) are urgent threats among patients in the medical facilities<sup>1</sup>. In the United States, It is estimated that around 13,100 and 8,500 healthcare-associated infections (HAI) are caused by CRE and CRA, respectively, each year (<xref ref-type="bibr" rid="B7">CDC, 2019a</xref>). Similarly, reports from M&#xe9;decins Sans Frontieres (MSF) in the Middle East suggested that third-generation cephalosporin and carbapenem resistance among <italic>Enterobacterales</italic> isolates is 86.2% and 4.3% respectively in developing countries like Jordan, Yemen, Iraq, and Syria (<xref ref-type="bibr" rid="B17">Kanapathipillai et&#xa0;al., 2019</xref>).</p>
<p>In general, <italic>Enterobacterales</italic> are Gram-negative bacteria that include <italic>Escherichia coli</italic>, <italic>Klebsiella</italic>, and <italic>Enterobacter</italic> species associated with a wide range of community-associated infections as well as HAI (<xref ref-type="bibr" rid="B12">Duin and Doi, 2016</xref>). The extensive use of carbapenem in the treatment of infections caused by extended-spectrum beta-lactamase-producing Enterobacterales (ESBL-E) has led to the emergence of CRE as shown in a recent meta-analysis (<xref ref-type="bibr" rid="B11">Codjoe and Donkor, 2017</xref>; <xref ref-type="bibr" rid="B19">Loon et al, 2017</xref>). The presence of CRE limits treatment options of many severe infections since enzymes produced by these bacteria can hydrolyze many beta-lactams and exhibit other mechanisms of resistance against fluoroquinolones and aminoglycosides (<xref ref-type="bibr" rid="B12">Duin and Doi, 2016</xref>). Therapeutic options, such as tigecycline and polymyxins have limited use because of low efficacy, high toxicity, and increasing reports of resistance (<xref ref-type="bibr" rid="B13">Duin et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B11">Codjoe and Donkor, 2017</xref>). Those are usually used in combination with other agents, and though this strategy has shown a lower mortality rate when compared to monotherapy, the mechanistic basis of synergy is yet to be established (<xref ref-type="bibr" rid="B10">Cui et al, 2017</xref>). Another option such as ceftazidime/avibactam has currently been used for CRE but is usually reserved for severe infections due to limited availability and high cost (<xref ref-type="bibr" rid="B29">Sorbera et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">King et&#xa0;al., 2017</xref>). Other novel drugs like meropenem-vaborbactam, cefiderocol, and imipenem-relebactam have shown efficacy against certain CRE strains but are still not available in Lebanon.</p>
<p>In Lebanon, surveillance of AMR has been reported in different clinical and non-clinical settings. The Lebanese Society of Infectious Diseases (LSID) has conducted a study to assess AMR patterns among clinically relevant pathogens between 2011 and 2013 (<xref ref-type="bibr" rid="B9">Chamoun et&#xa0;al., 2016</xref>). The ESBL production rate of <italic>Escherichia coli</italic> and <italic>Klebsiella</italic> species was 32.3% and 29.2%, respectively. Similar to international data, the rise in ESBL-producing pathogens has led to an increase in the consumption of carbapenems. As such, lower overall carbapenem susceptibility rates have been reported in a study held between 2015 and 2016, reaching 12% and 70% for <italic>Acinetobacter</italic> species and <italic>Pseudomonas aeruginosa</italic> respectively (<xref ref-type="bibr" rid="B20">Moghnieh et&#xa0;al., 2019</xref>). Regarding non-clinical settings, the rise in ESBL and carbapenemase-producing pathogens in water and animals has also been noted (<xref ref-type="bibr" rid="B6">Bayssari et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B23">Osman et&#xa0;al., 2019</xref>).</p>
<p>As stated by the CDC, 20-50% of all antibiotics prescribed in U.S. acute care hospitals are either unnecessary or inappropriate (<xref ref-type="bibr" rid="B8">CDC, 2019b</xref>). Consequently, the IDSA, in cooperation with the Society for Healthcare Epidemiology (SHEA), has issued guidelines for implementing antimicrobial stewardship programs (ASP) (<xref ref-type="bibr" rid="B5">Barlam et&#xa0;al., 2016</xref>). The CDC, the American Society of Health-System Pharmacists (ASHP), and Joint Commission International Standards (JCI) have defined the core elements of hospital ASP to optimize safe, judicious, and appropriate use of antimicrobial agents through multidisciplinary efforts (<xref ref-type="bibr" rid="B13">Duin et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B5">Barlam et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B16">JCI, nd, 2017</xref>).</p>
<p>Many studies have addressed the appropriateness of carbapenem use in health care institutions with and without the presence of ASP. For instance, Di Zhang et&#xa0;al. showed that the adequate use of carbapenems was increased after the implementation of an antimicrobial program and that &#x201c;the irrational use of carbapenems might be a very important factor underlying the development of carbapenem-resistant <italic>Pseudomonas aeruginosa</italic>&#x201d; (<xref ref-type="bibr" rid="B34">Zhang et&#xa0;al., 2019</xref>). In the Middle East, antimicrobial stewardship (AMS) strategies need further development and a better proactive approach as ASP might still be considered as a novel concept (<xref ref-type="bibr" rid="B22">Nasr et al., 2017</xref>). A recent survey, conducted by the infectious diseases working group in Arab countries of the Middle East, highlighted the importance of promoting cross-regional collaboration in antimicrobial stewardship. As a result, heterogeneity between countries in awareness of local epidemiology, management of multi-drug resistant organisms, and antimicrobial stewardship practices have been noted (<xref ref-type="bibr" rid="B2">Al Salman et&#xa0;al., 2021</xref>).</p>
<p>To our knowledge, the evaluation of carbapenem use before and after implementation of an ASP carbapenem-sparing strategy has not been comprehensively studied in Lebanese hospitals. The only existing data were published by Moghnieh et&#xa0;al. who studied the impact of handshake antimicrobial stewardship on broad-spectrum antibiotic use and proved a significant decrease in imipenem and meropenem use (<xref ref-type="bibr" rid="B21">Moghnieh et&#xa0;al., 2020</xref>). In Lebanon, one study showed that the inappropriate use of imipenem-cilastatin at a tertiary care hospital was mostly related to inadequate dose adjustments (<xref ref-type="bibr" rid="B25">Ramadan et&#xa0;al., 2015</xref>). According to the surveillance of antimicrobial resistance at the American University of Beirut Medical Center (AUBMC) between June 2018 and June 2019, the rate of CRE has increased in comparison with previous years for <italic>E.coli</italic>, <italic>Klebsiella pneumoniae</italic>, <italic>Citrobacter</italic>, and <italic>Enterobacter</italic> species (<xref ref-type="bibr" rid="B25">AUBMC, 2019</xref>). In compliance with JCI standards, and after many years of stewardship efforts starting in 2007, an official ASP was launched at AUBMC in June 2018 with a dedicated stewardship pharmacist to optimize clinical outcomes and minimize the unintended consequences of antimicrobial use. Accordingly, some of the methods included the provision of education along with prospective audit and feedback. In April 2019, the ASP started working on a strategy to optimize carbapenem use. Thus, this study aims to evaluate the use of carbapenems before and after implementation of an ASP-led carbapenem-sparing strategy at AUBMC by comparing physicians&#x2019; prescribing patterns and pharmacists&#x2019; interventions during January 2019 and January 2020. Other outcomes included the comparison of the carbapenem-specific defined daily dose (DDD) and the days of therapy (DOT) during these two periods.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Study Design and Population</title>
<p>A retrospective chart review pilot study, evaluating data before and after an intervention, was conducted at AUBMC, a tertiary care 420-bed teaching hospital located in Beirut, encompassing a wide variety of departments and specialized units.</p>
</sec>
<sec id="s2_2">
<title>Inclusion and Exclusion Criteria</title>
<p>The study included all hospitalized pediatric and adult patients who received carbapenem therapy (meropenem, ertapenem, or imipenem/cilastatin) in January 2019 and January 2020. If the patient received multiple courses of carbapenem throughout the same hospital stay, only the first course of treatment was considered. Subsequent carbapenem courses were included for patients with extended hospital stay if they were spaced from the previous ones by at least three months. Patients who were started on a carbapenem regimen before January were not included. Also, those who received carbapenem for less than 24 hours were excluded because their therapy regimen could not have been appropriately assessed in terms of duration of therapy.</p>
</sec>
<sec id="s2_3">
<title>Data Collection</title>
<p>Data was collected retrospectively after patient discharge or discontinuation of therapy. A carbapenem report for both January 2019 and January 2020 was generated and the charts of the patients who received carbapenem therapy during this period were reviewed. The analysis included data collected from the initiation of the first dose of carbapenem until patient discharge. The medical records of admitted patients were reviewed through the hospital&#x2019;s electronic system. Information on patients receiving carbapenems for treatment of infections in all departments was incorporated using a data collection sheet that included the following: demographic data, past medical history, ID team on board, medications received during hospitalization, type of infection, bacterial culture, and sensitivity results, carbapenem dosing regimen, duration of treatment (including start and end date), serum creatinine, and calculated creatinine clearance according to the Cockcroft&#x2013;Gault equation in adults and the Schwartz equation in pediatrics. Information about pharmacists&#x2019; interventions was also included and divided based on the subtypes of AMS interventions.</p>
</sec>
<sec id="s2_4">
<title>Interventions</title>
<p>In April 2019, the ASP at AUBMC launched a carbapenem-sparing strategy. This strategy initially started with assessing the appropriateness of carbapenem use, which was later presented to the infectious diseases&#x2019; (ID) division and ASP committee. The ASP team prospectively reviewed active carbapenem orders and intervened accordingly. As part of this study and in cooperation with the ASP, targeted education sessions focusing on Gram-negative resistance and appropriateness of carbapenem use were provided to both prescribing physicians and pharmacists in December 2019. Each department received one session based on their role in ASP.</p>
</sec>
<sec id="s2_5">
<title>Study Outcomes</title>
<p>Primary outcomes included the appropriateness of physicians&#x2019; prescribing patterns as well as the subtypes, appropriateness, and response rates of pharmacists&#x2019; interventions. The appropriateness of carbapenem prescribing was assessed before, at, and after 48 hours of antibiotic initiation based on three categories: (i) indication (both empirical and targeted), (ii) dosing, and (iii) duration. The appropriateness of empirical use was assessed based on internally developed algorithms (<xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix A</bold>
</xref>) that were approved by the ASP. The algorithms were designed using several references, such as the IDSA guidelines, Surviving Sepsis Campaign guidelines, and the ASHP Pharmacist Guide to Antimicrobial Therapy and Stewardship (<xref ref-type="bibr" rid="B32">Wieczorkiewicz and Sincak, 2016</xref>). They also included risk factors for multi-drug resistant organisms (MDRO) based on the type of infection (<xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix B</bold>
</xref>). As such, the empirical carbapenem treatment was considered appropriate if the patient had any MDRO risk factors. If the culture did not show any organism, the assessment was based on other criteria such as imaging findings, hematology lab values, and patient&#x2019;s overall clinical stability (<xref ref-type="supplementary-material" rid="SM1">
<bold>Appendix A</bold>
</xref>). The targeted use of carbapenem was considered appropriate if the microorganism was only susceptible to carbapenems and de-escalation was not possible. The dose and duration were deemed appropriate if they were within the recommended range for the specific indication as recommended per the IDSA guidelines.</p>
<p>Antimicrobial stewardship pharmacists' interventions consisted of five major categories: (i) duration of antibiotic therapy, (ii) de-escalation to a narrower-spectrum antibiotic, (iii) dose adjustment, (iv) drug regimen modification because of bug-drug mismatch, (v) and limiting duplicate coverage of antibiotics.</p>
<p>Secondary outcomes included comparing the DDD and the DOT in the two study screening periods. As per the WHO, the DDD is defined as the average maintenance dose per day for a drug used for its main indication (<xref ref-type="bibr" rid="B30">WHO, 2019</xref>). The DOT is the aggregate sum of days for which an antibiotic is administered. The DDD and DOT were respectively calculated per 100 bed-days and 1000 patient-days.</p>
</sec>
<sec id="s2_6">
<title>Statistical Analysis</title>
<p>Statistical analyses were performed using the Statistical Package for the Social Sciences for Windows, Version 23.0 (SPSS Inc. - IBM Corp., Armonk, NY, USA) (<xref ref-type="bibr" rid="B15">IBM, 2015</xref>). Descriptive statistics were calculated. Means and standard deviations were reported for continuous variables. Categorical variables were assessed and described as frequency and percentage. The associations between categorical variables were evaluated using Pearson &#x3c7;2 test or Fisher&#x2019;s exact test. A p-value&lt; 0.05 was considered to be statistically significant.</p>
</sec>
<sec id="s2_7">
<title>Ethical Consideration</title>
<p>The study protocols were approved by the Institutional Review Board (IRB) prior to the start of the study. Per local policies, written patient consent was not required.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Baseline Characteristics and Carbapenem Therapy Distribution</title>
<p>A total of 307 patients were included in this study (pre-implementation phase, January 2019 n= 157; post-implementation phase, January 2020, n=150). Only 47 (15%) of enrolled patients were from the pediatric population. Baseline characteristics were similar between both groups except for the fact that more patients were admitted to the intensive care unit in January 2020 (36%) in comparison with January 2019 (19.7%) (p-value =0.001) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In addition, more patients in January 2020 had recent hospitalization within the past 90 days (57.8% versus 42.2%; p-value=0.018) and a history of recurrent urinary tract infections (15.3% versus 5.1%; p-value=0.004). Concerning the site of infections, there was no statistically significant difference between January 2019 and January 2020 groups and the three most common sites of infection were the lungs (30% versus 27%), urinary tract (28% versus 27%), and bloodstream (16% versus 12%). In January 2020, the rate of empirical use of carbapenem therapy had increased in comparison with January 2019 (85% versus 82%, p-value=0.537) but, in parallel, a significant increase in targeted therapy was noted (23.3% versus 11.5%; p-value=0.007).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographic and clinical variables in study populations.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variables</th>
<th valign="top" align="center">January 2019 (n=157)</th>
<th valign="top" align="center">January 2020 (n=150)</th>
<th valign="top" align="center">p-Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Mean &#xb1; S.D. age adults, yr (n= 260)</td>
<td valign="top" align="center">64.1 &#xb1; 20.8</td>
<td valign="top" align="center">68 &#xb1; 18.2</td>
<td valign="top" align="center">0.1</td>
</tr>
<tr>
<td valign="top" align="left">Mean &#xb1; S.D. age pediatrics, yr (n= 47)</td>
<td valign="top" align="center">6.9 &#xb1; 6.0</td>
<td valign="top" align="center">8.81 &#xb1; 5.5</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">Female, no. (%)</td>
<td valign="top" align="center">73 (46.5)</td>
<td valign="top" align="center">71 (47.3)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Mean &#xb1; S.D. BMI (kg/m2)</td>
<td valign="top" align="center">26 &#xb1; 6.5</td>
<td valign="top" align="center">26.3 &#xb1; 6.78</td>
<td valign="top" align="center">0.814</td>
</tr>
<tr>
<td valign="top" align="left">Service</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Internal Medicine, no. (%)</td>
<td valign="top" align="center">97 (61.8)</td>
<td valign="top" align="center">62 (47.1)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Surgery, no. (%)</td>
<td valign="top" align="center">18 (11.5)</td>
<td valign="top" align="center">16 (10.7)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Intensive Care Unit, no. (%)</td>
<td valign="top" align="center">31 (19.7)</td>
<td valign="top" align="center">54 (36)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Pediatrics, no. (%)</td>
<td valign="top" align="center">11 (7)</td>
<td valign="top" align="center">18 (12)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Mean &#xb1; S.D. length of stay, no. (%)</td>
<td valign="top" align="center">23 (&#xb1; 37)</td>
<td valign="top" align="center">18.9 ( &#xb1; 25)</td>
<td valign="top" align="center">0.23</td>
</tr>
<tr>
<td valign="top" align="left">Infectious Diseases Team on Board, no. (%)</td>
<td valign="top" align="center">136 (86.6)</td>
<td valign="top" align="center">129 (86)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Past Medical History</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Asthma, no. (%)</td>
<td valign="top" align="center">1 (0.6)</td>
<td valign="top" align="center">3 (2)</td>
<td valign="top" align="center">0.361</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Atrial fibrillation, no. (%)</td>
<td valign="top" align="center">17 (10.8)</td>
<td valign="top" align="center">22 (14.7)</td>
<td valign="top" align="center">0.392</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Cancer, no. (%)</td>
<td valign="top" align="center">65 (41.4)</td>
<td valign="top" align="center">70 (46.7)</td>
<td valign="top" align="center">0.36</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Congestive Heart Failure, no. (%)</td>
<td valign="top" align="center">16 (10.2)</td>
<td valign="top" align="center">21 (14)</td>
<td valign="top" align="center">0.381</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Chronic Obstructive Pulmonary Disease, no. (%)</td>
<td valign="top" align="center">12 (7.6)</td>
<td valign="top" align="center">11 (7.3)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Chronic Kidney Diseases, no. (%)</td>
<td valign="top" align="center">25 (15.9)</td>
<td valign="top" align="center">23 (15.3)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Hypertension, no. (%)</td>
<td valign="top" align="center">52 (33.1)</td>
<td valign="top" align="center">51 (34)</td>
<td valign="top" align="center">0.904</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Dyslipidemia, no. (%)</td>
<td valign="top" align="center">25 (15.9)</td>
<td valign="top" align="center">21 (14)</td>
<td valign="top" align="center">0.749</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Stroke, no. (%)</td>
<td valign="top" align="center">7 (4.5)</td>
<td valign="top" align="center">9 (6)</td>
<td valign="top" align="center">0.613</td>
</tr>
<tr>
<td valign="top" align="left">MDRO Risk factor</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Recent Antibiotic use within the past 90 days, no. (%)</td>
<td valign="top" align="center">66 (42)</td>
<td valign="top" align="center">55 (36.7)</td>
<td valign="top" align="center">0.352</td>
</tr>
<tr>
<td valign="top" align="left">Recent Hospitalization within the past 90 days, no. (%)</td>
<td valign="top" align="center">49 (42.2)</td>
<td valign="top" align="center">67 (57.8)</td>
<td valign="top" align="center">0.018</td>
</tr>
<tr>
<td valign="top" align="left">History of recurrent UTI, no. (%)</td>
<td valign="top" align="center">8 (5.1)</td>
<td valign="top" align="center">23 (15.3)</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">MASCC score &lt; 21, no. (%)</td>
<td valign="top" align="center">10 (6.4)</td>
<td valign="top" align="center">6 (4)</td>
<td valign="top" align="center">0.444</td>
</tr>
<tr>
<td valign="top" align="left">History of <italic>ESBL</italic>, no. (%)</td>
<td valign="top" align="center">13 (8.3)</td>
<td valign="top" align="center">11 (7.3)</td>
<td valign="top" align="center">0.833</td>
</tr>
<tr>
<td valign="top" align="left">History of <italic>CRE</italic>, no. (%)</td>
<td valign="top" align="center">1 (0.6)</td>
<td valign="top" align="center">2 (1.3)</td>
<td valign="top" align="center">0.615</td>
</tr>
<tr>
<td valign="top" align="left">History of <italic>E.coli</italic> MDR, no. (%)</td>
<td valign="top" align="center">8 (5.1)</td>
<td valign="top" align="center">2 (1.3)</td>
<td valign="top" align="center">0.105</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>S.D., standard deviation; BMI, body mass index; MDRO, multi-drug resistant organisms; UTI, urinary tract infection; MASCC, Multinational Association for Supportive Care in Cancer; ESBL, Extended Spectrum Beta-Lactamase; CRE, carbapenem-resistant Enterobacterales; E. coli, Escherichia coli.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Primary Outcomes: Appropriateness of Physicians&#x2019; Prescribing Patterns</title>
<p>The percentages of appropriateness in empirical use before 48 hours (92.9% versus 86.4%; p-value= 0.104) and after 48 hours from culture results (78.9% versus 67.1%; p-value=0.107) and in targeted use (91.4% versus 88.9%; p-value=1) were higher in January 2020 in comparison with January 2019 but the results were not statistically significant (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Similarly, the numbers were in favor of January 2020 concerning the duration of therapy and de-escalation without statistical significance (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The mean duration of carbapenem therapy in January 2019 and 2020 was 4.8 days and 4.7 days, respectively. On the other hand, lower percentages of appropriateness were seen in January 2020 in terms of prophylactic therapy, and the choice of dosing regimens, but no statistically significant differences were detected (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Percentage of appropriateness of physicians&#x2019; prescribing patterns in terms of carbapenem therapy in January 2019 and January 2020.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center" colspan="3">No. (%) Patients</th>
</tr>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">January 2019</th>
<th valign="top" align="center">January 2020</th>
<th valign="top" align="center">p-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Empirical therapy &lt; 48 hours</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 132</td>
<td valign="top" align="center">
<italic>n =</italic> 127</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate empirical &lt;48 hours</td>
<td valign="top" align="center">114 (86.4)</td>
<td valign="top" align="center">118 (92.9)</td>
<td valign="top" align="center">0.104</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Empirical therapy &#x2265; 48 hours</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 79</td>
<td valign="top" align="center">
<italic>n =</italic> 76</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate empirical &#x2265; 48 hours</td>
<td valign="top" align="center">53 (67.1)</td>
<td valign="top" align="center">60 (78.9)</td>
<td valign="top" align="center">0.107</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Targeted therapy</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 18</td>
<td valign="top" align="center">
<italic>n =</italic> 35</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate targeted</td>
<td valign="top" align="center">16 (88.9)</td>
<td valign="top" align="center">32 (91.4)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Prophylaxis</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 14</td>
<td valign="top" align="center">
<italic>n =</italic> 11</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate prophylaxis</td>
<td valign="top" align="center">5 (35.7%)</td>
<td valign="top" align="center">3 (27.3)</td>
<td valign="top" align="center">0.695</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Dosing</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 157</td>
<td valign="top" align="center">
<italic>n =</italic> 150</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate dosing</td>
<td valign="top" align="center">119 (75.8)</td>
<td valign="top" align="center">103 (68.7)</td>
<td valign="top" align="center">0.202</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Subsequent dosing/frequency</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 23</td>
<td valign="top" align="center">
<italic>n =</italic> 11</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate subsequent dosing/frequency</td>
<td valign="top" align="center">9 (39.1)</td>
<td valign="top" align="center">2 (18.2)</td>
<td valign="top" align="center">0.271</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Duration</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 154</td>
<td valign="top" align="center">
<italic>n =</italic> 147</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate duration</td>
<td valign="top" align="center">99 (64.3)</td>
<td valign="top" align="center">106 (72.1)</td>
<td valign="top" align="center">0.174</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>De-escalation</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 37</td>
<td valign="top" align="center">
<italic>n =</italic> 36</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriate de-escalation</td>
<td valign="top" align="center">30 (81.1)</td>
<td valign="top" align="center">33 (91.7)</td>
<td valign="top" align="center">0.308</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Primary Outcomes: Pharmacists&#x2019; Interventions: Subtypes, Appropriateness and Response Rate</title>
<p>The total number of pharmacists&#x2019; interventions increased from 26.8% in January 2019 to 60.9% in January 2020 and the mean number of interventions made per patient significantly improved from 0.23 (&#xb1; 0.465) to 0.69 ( &#xb1; 0.743) (p-value &lt; 0.001) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). There was a significant rise in all interventions&#x2019; subtypes in the post-implementation phase versus the pre-implementation phase except for limiting duplicate coverage and bug-drug mismatch. As for the appropriateness of the interventions, a significant increase was only seen in dose adjustment when comparing January 2020 with January 2019 (100% versus 82.4% respectively; p-value: 0.02) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). In addition, the rate of accepted interventions for de-escalating to a narrower spectrum antibiotic was significantly higher in January 2020 versus January 2019 (90% versus 33.3%; p-value: 0.004) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Pharmacists&#x2019; interventions: subtypes, appropriateness, and response rate in January 2019 and January 2020.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="2" align="center">No. (%) Interventions</th>
<th valign="top" align="center"/>
</tr>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">January 2019</th>
<th valign="top" align="center">January 2020</th>
<th valign="top" align="center">p-Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Duration of therapy</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 30</td>
<td valign="top" align="center">
<italic>n =</italic> 30</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number of interventions</td>
<td valign="top" align="center">7 (23.3)</td>
<td valign="top" align="center">25 (83.3)</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriateness</td>
<td valign="top" align="center">6 (85.7)</td>
<td valign="top" align="center">25 (100)</td>
<td valign="top" align="center">0.219</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Response Rate</td>
<td valign="top" align="center">5 (71.4)</td>
<td valign="top" align="center">22 (88)</td>
<td valign="top" align="center">0.296</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>De-escalation to a narrower antibiotic</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 35</td>
<td valign="top" align="center">
<italic>n =</italic> 33</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number of interventions</td>
<td valign="top" align="center">9 (25.7)</td>
<td valign="top" align="center">20 (60.6)</td>
<td valign="top" align="center">0.007</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriateness</td>
<td valign="top" align="center">9 (100)</td>
<td valign="top" align="center">20 (100)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Response Rate</td>
<td valign="top" align="center">3 (33.3)</td>
<td valign="top" align="center">18 (90)</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Dose adjustment</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 46</td>
<td valign="top" align="center">
<italic>n =</italic> 47</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number of interventions</td>
<td valign="top" align="center">17 (37)</td>
<td valign="top" align="center">41 (87.2)</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriateness</td>
<td valign="top" align="center">14 (82.4)</td>
<td valign="top" align="center">41 (100)</td>
<td valign="top" align="center">0.022</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Response Rate</td>
<td valign="top" align="center">15 (88.2)</td>
<td valign="top" align="center">40 (97.2)</td>
<td valign="top" align="center">0.203</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Extended infusion</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 17</td>
<td valign="top" align="center">
<italic>n =</italic> 37</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number of interventions</td>
<td valign="top" align="center">1 (5.9)</td>
<td valign="top" align="center">13 (35.1)</td>
<td valign="top" align="center">0.042</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriateness</td>
<td valign="top" align="center">1 (100)</td>
<td valign="top" align="center">13 (100)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Response Rate</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">12 (92.3)</td>
<td valign="top" align="center">0.143</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Limit duplicate coverage</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 14</td>
<td valign="top" align="center">
<italic>n =</italic> 19</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number of interventions</td>
<td valign="top" align="center">2 (14.3)</td>
<td valign="top" align="center">2 (10.5)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriateness</td>
<td valign="top" align="center">2 (100)</td>
<td valign="top" align="center">2 (100)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Response Rate</td>
<td valign="top" align="center">1 (50)</td>
<td valign="top" align="center">2 (100)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Bug-drug mismatch</bold>
</td>
<td valign="top" align="center">
<italic>n =</italic> 2</td>
<td valign="top" align="center">
<italic>n =</italic> 2</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number of interventions</td>
<td valign="top" align="center">2 (100)</td>
<td valign="top" align="center">2 (100)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Appropriateness</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Response Rate</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4">
<title>Secondary Outcomes</title>
<p>The DDD per 100 bed days of all carbapenems was higher in January 2020 (8.6) versus January 2019 (8.1) (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). However, in January 2020, the DDD was lower for the antipseudomonal carbapenems and higher for ertapenem. Similarly, DOT per 1000 patient days of the antipseudomonal carbapenem was lower in January 2020 whereas the DOT of ertapenem was higher (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Carbapenem-specific defined daily doses (DDD) And days of therapy (DOT) in January 2019 and January 2020.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">January 2019</th>
<th valign="top" align="center">January 2020</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Defined Daily Doses (g) per 100 bed-days</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;All Carbapenems</td>
<td valign="top" align="center">8.3</td>
<td valign="top" align="center">8.6</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Combined Antipseudomonal Carbapenems*</td>
<td valign="top" align="center">6.7</td>
<td valign="top" align="center">6.1</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Non- antipseudomonal Carbapenem</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">2.5</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Days of Therapy (days) per 1000 patient-days</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;All Carbapenems</td>
<td valign="top" align="center">94.3</td>
<td valign="top" align="center">100.9</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Combined Antipseudomonal Carbapenems*</td>
<td valign="top" align="center">81.3</td>
<td valign="top" align="center">80.6</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Non- antipseudomonal Carbapenem</td>
<td valign="top" align="center">14.3</td>
<td valign="top" align="center">22.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*Meropenem and imipenem/cilastatin.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, we evaluated the impact of a carbapenem-sparing strategy on physicians&#x2019; prescribing patterns and pharmacists&#x2019; interventions. In an era of increased carbapenem resistance and challenges facing severe gram-negative infections, this strategy is of high importance to promote optimal carbapenem use (<xref ref-type="bibr" rid="B33">Wilson, 2017</xref>; <xref ref-type="bibr" rid="B24">Peri et&#xa0;al., 2019</xref>). In our study, the rise in empirical use of carbapenems in January 2020 may be partially justified by an increase in the number of patients admitted to the critical care unit. Those patients had more MDROs risk factors which made them candidates for empirical carbapenem therapy. In addition, if stricter criteria were made on the selection of empirical antibiotic use, more significant results could have been reached in this outcome. However, it is worth mentioning that, due to the high rates of ESBL in Lebanon, there is a physician tendency to start a carbapenem instead of another antipseudomonal agent (such as cefepime), if the patient has risk factors of acquiring multi-drug resistant organisms. Accordingly, the appropriateness of physicians&#x2019; prescribing patterns improved only numerically without showing any statistical significance. On the other hand, there was an increase in the inappropriateness of carbapenem use in terms of prophylactic use and choice of dosing regimens in the post-implementation phase. This could be explained by the fact that educational sessions that were provided excluded the surgical department, and, physicians at our institution usually tend to depend on clinical pharmacists&#x2019; input for dose adjustments of medication. Therefore, more awareness needs to be provided regarding these two areas. In addition to that, a stricter surgical prophylaxis policy must be implemented at our institution with audits and feedback.</p>
<p>In comparison with another study evaluating the use of carbapenem therapy at a tertiary care Chinese hospital, a point score system was adopted to assess the adequacy of the therapeutic regimens and a significant increase in the rational use of carbapenem was seen during three subsequent stages divided between years 2011 to 2017 post-implementation (<xref ref-type="bibr" rid="B34">Zhang et&#xa0;al., 2019</xref>). In our study, we did not develop a validated tool for assessment, but we internally developed algorithms assessing therapy appropriateness on three different levels: empirical, targeted, and surgical prophylaxis therapy. A point score system could have been an option but assigning a different number to each item based on their relative impact on the whole therapeutic regimen may lead to subjectivity. Thus, algorithms were developed as guidance materials to reach adequate and objective assessment. Furthermore, it is essential to note that carbapenem-sparing strategy led by ASP was launched in April 2019, only 8 months before the post-intervention period of January 2020. Thus, the establishment of this strategy still needs more time to better assess the program&#x2019;s effect on the prescribing patterns. In parallel with other studies, Seah et&#xa0;al. summarized the main reasons for inappropriate use of carbapenems necessitating ASP interventions. These reasons include prolonged duration of use, wrong dose, and inappropriate empirical and targeted therapy. The same study has shown an improvement in carbapenem prescribing 2.5 years after ASP implementation (<xref ref-type="bibr" rid="B27">Seah et&#xa0;al., 2017</xref>).</p>
<p>Pharmacists have a big role in highlighting the optimal use of antimicrobial agents by promoting the best evidence-based practice and their interventions can have a significant impact on judicious carbapenem use (<xref ref-type="bibr" rid="B4">ASHP, 2010</xref>). In our study, a significant improvement was noted in the post-implementation phase as more pharmacy interventions were done with regards to the duration of therapy, de-escalating to a narrower antibiotic, and dose adjustment.</p>
<p>Interventions related to limiting duplicate coverage did not improve in January 2020. Opportunities to limit coverage mostly consisted of a prolonged unwarranted dual antipseudomonal coverage usually in the context of febrile neutropenia in the pediatric oncology population. Therefore, more effort is needed in setting clear guidelines for the management of febrile neutropenia in the pediatric population to avoid such prolonged double coverage.</p>
<p>More interventions were done on therapy de-escalation, and these were accompanied by a higher physician acceptance rate. This might explain the significant increase in targeted therapy in January 2020 whereby ertapenem was chosen over meropenem in the case of ESBL identification. Our results were consistent with those of another study where a significant rise in acceptance rates for de-escalation of carbapenems was seen after 2.5 years of ASP initiation (<xref ref-type="bibr" rid="B27">Seah et&#xa0;al., 2017</xref>). De-escalation efforts were also reflected in the DDD and DOT, where higher consumption of ertapenem accompanied by lower antipseudomonal consumption was recorded in January 2020. The overall use of carbapenems did not decrease between the pre-and post-implementation phase of the carbapenem-sparing strategy which could be justified by the short period since implementation and the opposite numerical trend between ertapenem and other antipseudomonal carbapenems. Comparably, in a study looking at the impact of post-prescription review and feedback on carbapenem DOT, a significant decrease in DOT was seen during the third phase of an 8-year ASP strategy (<xref ref-type="bibr" rid="B1">Akazawa et&#xa0;al., 2019</xref>).</p>
<p>Several strengths exist in our study. To the best of our knowledge, this is the first local study evaluating the use of carbapenems before and after implementation of ASP in terms of prescribing patterns and pharmacy interventions in both adult and pediatric populations. Second, information was retrieved from EPIC Healthcare System which guaranteed their accuracy. Third, significance was seen only a few months after ASP carbapenem-sparing strategy implementation, which was rather a quick result. Nevertheless, some limitations exist in this project. The study is a single-center observational study; thus, the results of our outcomes cannot be generalized to other institutions whereby different ASP implementation and practices may exist. Also, a relatively small sample size of patients was included since only one month before and after establishing carbapenem-sparing strategy was considered. Accordingly, more significant results could have been reached if the timeframe of the study was longer. Also, some carbapenem regimens were started during the weekend or on holidays where ASP and clinical pharmacists&#x2019; activities are limited. Therefore, some interventions may have been missed. Finally, this study did not evaluate the impact of ASP on patient outcomes nor resistance patterns like other studies showing that ASP interventions led to a significant decrease in carbapenem-resistant <italic>Pseudomonas aeruginosa</italic> and did not assess patient safety while reducing carbapenem consumption (<xref ref-type="bibr" rid="B14">Hagiwara et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B24">Peri et&#xa0;al., 2019</xref>). However, a recent study at our center showed that the control of CRA spread was only achieved when infection control practices were combined with stewardship efforts and restriction of carbapenem use (<xref ref-type="bibr" rid="B26">Rizk et&#xa0;al., 2021</xref>). The latter demonstrated a tremendous decrease in CRA colonization pressure per 1000 patient-days in the intensive care units from 210 in the first quarter of 2019 to 0 in the first quarter of 2020 (<xref ref-type="bibr" rid="B26">Rizk et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s5">
<title>Conclusion</title>
<p>The post-implementation phase of an ASP-led carbapenem-sparing strategy was characterized by a significant increase in the use of carbapenems targeted therapy, in the number of antimicrobial stewardship interventions made by pharmacists, and in the acceptance rate with regards to de-escalation to a narrower antibiotic. Despite the overall numerical improvement in physician-prescribing patterns, more awareness and education are still needed especially in terms of carbapenem dosing regimens and appropriate use in surgical prophylaxis. Future studies should include an evaluation of the impact of a carbapenem-sparing strategy on patient-related outcomes and resistance patterns.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by American University of Beirut. Written informed consent from the participants&#x2019; legal guardian/next of kin was not required to participate in this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author Contributions</title>
<p>NH, TS, RMZ, and NR designed the study. MM, NH, TS, and RMZ drafted and reviewed the questionnaire. RMZ carried out the analysis, and interpreted the results. MM drafted the initial draft of the manuscript. NR, NH, TS, RZ, and SK revised and edited the article. All authors reviewed and approved the final version of the manuscript.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank the clinical pharmacists at the Department of Pharmacy as well as the division of Infectious Diseases for all their support.</p>
</ack>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcimb.2022.729491/   full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2022.729491/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet_2.pdf" id="SM2" mimetype="application/pdf"/>
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