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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
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<issn pub-type="epub">1663-9812</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1767338</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2026.1767338</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The effect of scheduled metamizole on opioid consumption after cardiac surgery</article-title>
<alt-title alt-title-type="left-running-head">Seidenberg et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2026.1767338">10.3389/fphar.2026.1767338</ext-link>
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<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Seidenberg</surname>
<given-names>Chen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Grunberger</surname>
<given-names>Adina</given-names>
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<sup>1</sup>
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<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Mishali</surname>
<given-names>Ruth</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Hefets</surname>
<given-names>Avi</given-names>
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<contrib contrib-type="author">
<name>
<surname>Singer</surname>
<given-names>Pierre</given-names>
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<sup>1</sup>
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<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Setton</surname>
<given-names>Eric</given-names>
</name>
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<sup>1</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Slevin Kish</surname>
<given-names>Michal</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<label>1</label>
<institution>Herzliya Medical Center</institution>, <city>Herzliya</city>, <country country="IL">Israel</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>The research laboratory on Computerized Decision Making, Dina Recanati School of Medicine, Reichman University</institution>, <city>Herzliya</city>, <country country="IL">Israel</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Michal Slevin Kish, <email xlink:href="mailto:michalslevink@gmail.com">michalslevink@gmail.com</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-18">
<day>18</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1767338</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>13</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Seidenberg, Grunberger, Mishali, Hefets, Singer, Setton and Slevin Kish.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Seidenberg, Grunberger, Mishali, Hefets, Singer, Setton and Slevin Kish</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-18">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>This retrospective study evaluates the impact of implementing a standardized scheduled metamizole dosing protocol within a multimodal analgesia approach after cardiac surgery. The results showed that scheduled metamizole administration was associated with lower opioid consumption, while maintaining adequate pain control and safety. Pain scores measured by the Numeric Rating Scale improved from 1.12 pre-protocol to 0.89 post-protocol (p &#x3c; 0.0001). Mean opioid consumption decreased from 119.51&#xa0;mg morphine equivalents to 95.91&#xa0;mg (p &#x3c; 0.0001). No cases of clinically relevant agranulocytosis or persistent neutropenia were observed. Renal function, assessed by changes in serum creatinine, showed no significant differences between groups, suggesting renal safety. Despite improved analgesia and reduced opioid use, hospital length of stay increased slightly, potentially due to confounding factors. Our findings support scheduled metamizole as a safe and effective opioid-sparing agent in postoperative cardiac surgery pain management. Further prospective randomized trials are warranted to confirm these results and establish optimal protocols.</p>
</abstract>
<kwd-group>
<kwd>cardiac surgeries</kwd>
<kwd>metamizole</kwd>
<kwd>multimodal analgesia</kwd>
<kwd>opioid analgesics</kwd>
<kwd>pain management</kwd>
<kwd>postoperative care</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="44"/>
<page-count count="9"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Drugs Outcomes Research and Policies</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Effective postoperative pain management is critical for optimizing recovery following cardiac surgery. Inadequate analgesia is linked to impaired respiratory mechanics and adverse hemodynamic responses (e.g., hypertension, tachycardia) and to pulmonary complications such as atelectasis and pneumonia; poorly controlled pain can delay functional recovery and is associated with persistent postsurgical pain. Contemporary guidance endorses multimodal, opioid-sparing strategies in cardiac surgery as a core element of enhanced recovery after surgery (ERAS) and opioid-sparing strategies (<xref ref-type="bibr" rid="B11">Echeverria-Villalobos et al., 2020</xref>; <xref ref-type="bibr" rid="B19">Grant et al., 2023</xref>; <xref ref-type="bibr" rid="B29">Loria et al., 2022</xref>; <xref ref-type="bibr" rid="B34">Othenin-Girard et al., 2025</xref>). Multimodal analgesia has emerged as an essential component of ERAS cardiac recommendations. Optimizing postoperative pain control includes concurrent use of primarily non-opioid analgesics around the clock in scheduled dosing. This strategy reduces reliance on opioids, as the medications have additive, if not synergistic, analgesic effects.</p>
<p>Scheduled around the clock dosing of non-opioids often provides better postoperative pain control compared to pro re nata (PRN) administration in several surgical populations (<xref ref-type="bibr" rid="B7">Blitz et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Inoue et al., 2021</xref>). However, in routine practice, PRN administration remains common, and implementation of standardized multimodal care is heterogeneous (<xref ref-type="bibr" rid="B30">Lui et al., 2023</xref>; <xref ref-type="bibr" rid="B44">Yoon et al., 2025</xref>). Metamizole (dipyrone, Optalgin&#xae;) is widely used in many countries as a non-opioid analgesic, authorized in the European Union for moderate to severe pain. Oral paracetamol is FDA-approved for the temporary relief of mild to moderate pain. This distinction in labeled pain indications aligns with differences in clinical utilization patterns and pharmacologic classification (<xref ref-type="bibr" rid="B16">FDA, 2025</xref>; <xref ref-type="bibr" rid="B13">EMA, 2025</xref>; <xref ref-type="bibr" rid="B14">Erlenwein, 2016</xref>). The existing literature demonstrates that metamizole provides adequate analgesia comparable to NSAIDs and is non-inferior&#x2014;and in some surgical contexts, occasionally superior&#x2014;to paracetamol for postoperative pain control (<xref ref-type="bibr" rid="B14">Erlenwein, 2016</xref>; <xref ref-type="bibr" rid="B24">Jeyaraman et al., 2024</xref>). In a recently randomized coronary artery bypass graft (CABG) trial, scheduled metamizole reduced the need for additional co-analgesics without attenuating aspirin&#x2019;s antiplatelet effect (<xref ref-type="bibr" rid="B31">Luz et al., 2025</xref>; <xref ref-type="bibr" rid="B35">Petermichl et al., 2025</xref>).</p>
<p>Safety considerations remain primary priority, as cardiac surgery itself triggers a marked inflammatory response&#x2014;locally within the pericardial space and systemically. This is most pronounced in the first 24&#x2013;48&#xa0;h after cardiac pulmonary bypass (CPB), which can be accompanied by leukocytosis/neutrophilia (<xref ref-type="bibr" rid="B40">Squiccimarro et al., 2022</xref>; <xref ref-type="bibr" rid="B12">El-Diasty et al., 2024</xref>).</p>
<p>Cardiac surgery associated acute renal failure (CSA-AKI), usually evolves within the first 48&#x2013;72&#xa0;h, and is associated with short and long adverse outcomes (<xref ref-type="bibr" rid="B38">Scurt et al., 2024a</xref>; <xref ref-type="bibr" rid="B28">Lindhardt et al., 2024</xref>).</p>
<p>Concerning hematologic safety, metamizole-associated agranulocytosis is very rare but life-threatening side effect, which require awareness and vigilance during treatment (patient education and prompt complete Blood Count (CBC) testing if systemic symptoms like high fever, chills, sore throat, difficulties swallowing occur) (<xref ref-type="bibr" rid="B8">Chatzimanouil et al., 2023</xref>; <xref ref-type="bibr" rid="B15">European Medicines Agency, 2024</xref>; <xref ref-type="bibr" rid="B37">Robich, 2020</xref>). Evidence on renal safety relative to other NSAIDs is mixed and context-dependent (<xref ref-type="bibr" rid="B38">Scurt et al., 2024a</xref>; <xref ref-type="bibr" rid="B8">Chatzimanouil et al., 2023</xref>).</p>
<p>This retrospective real-world study evaluated scheduled versus PRN metamizole use as part of a postoperative multimodal analgesia protocol in post cardiac surgery patients. Primary outcomes were pain intensity, opioid consumption by morphine milligram equivalents (MME), and safety parameters [white blood cells (WBC)/neutrophils and serum creatinine], to determine optimal metamizole use in this population.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Study design and setting</title>
<p>This is a single center, retrospective, observational cohort study conducted between 03.2019 and 01.2025&#xa0;at the Herzliya Medical Center. The study assessed the impact of changing postoperative multimodal analgesia protocol from PRN dosing of metamizole to &#x201c;around the clock&#x201d; administration, in adult patients undergoing cardiac surgery. The protocol was implemented hospital wide in August 2023. Clinical data were extracted from electronic medical records for all eligible patients treated between March 2019 and January 2025. To ensure patient confidentiality and comply with data protection regulations, all extracted data were anonymized by removing personal identifiers and replacing them with unique study codes before analysis.</p>
<p>Data handling procedures followed institutional policies for secure storage and limited access by authorized personnel only.</p>
</sec>
<sec id="s2-2">
<title>Study population</title>
<p>All adult patients (&#x2265;18 years old) who underwent cardiac surgery between March 2019 and January 2025 were screened for eligibility. Surgical procedures included CABG, isolated or combined valve replacement or repair, thoracic aortic surgery, and other complex cardiac operations. Patients were excluded if they were hospitalized for fewer than three postoperative nights, had contraindications to metamizole (e.g., known hypersensitivity) or did not have data on pain scores. A total of 2,234 patients met the inclusion criteria and were stratified into two cohorts: pre-protocol (n &#x3d; 1,606) and post-protocol (n &#x3d; 628).</p>
</sec>
<sec id="s2-3">
<title>Postoperative analgesia protocol</title>
<p>Prior to protocol implementation, postoperative patients&#x2019; pain was treated with a combination of controlled release oxycodone 10&#xa0;mg twice daily for 3 days and scheduled around the clock every 8&#xa0;h dosing of paracetamol 1000&#xa0;mg without stopping date.</p>
<p>For acute moderate-severe pain metamizole 1000&#xa0;mg was prescribed as a PRN medication, while immediate release oxycodone 5&#xa0;mg or IV tramadol 1000&#xa0;mg or morphine 2&#xa0;mg were prescribed as PRN options for acute severe pain. Following the protocol change, metamizole was prescribed and administered as around the clock medication alongside with paracetamol, on a fixed schedule of 1&#xa0;g every 8&#xa0;h, unless contraindicated (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Postoperative pain management before and after protocol implementation.</p>
</caption>
<graphic xlink:href="fphar-17-1767338-g001.tif">
<alt-text content-type="machine-generated">Comparison chart titled &#x22;Old vs. New: A Postoperative Pain Protocol Comparison.&#x22; The old protocol shows oral Metamizole 1000mg as-needed every eight hours, along with scheduled Oxycodone and Paracetamol. The new protocol adjusts Metamizole to scheduled dosing every eight hours, with no changes to Oxycodone, Paracetamol, or severe pain opioids. The chart aims to demonstrate a shift from reactive to proactive pain management, and mentions opioid use calculation based on CDC guidelines.</alt-text>
</graphic>
</fig>
<p>Total opioid consumption per patient was calculated by MME conversion ratio based on centers for disease control and prevention (CDC) guidelines standard equianalgesic conversion tables (<xref ref-type="bibr" rid="B10">Dowell et al., 2022</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>Outcomes</title>
<sec id="s3-1">
<title>Pain assessment</title>
<p>Pain was assessed as a continuous variable using the NRS (0&#x2013;10). Analyses included comparison of overall mean pain scores and subgroup analysis of mean NRS values among patients with moderate to severe pain (defined as NRS 7&#x2013;10). Pain scores were extracted from routine clinical documentation, which was incomplete and irregular, reflecting variability in documentation practices typical of real-world clinical settings. All available data were included in the analysis. Proportions of patients across pain severity categories were calculated as a descriptive measure. The primary pain outcomes were the overall mean NRS score and the mean NRS score within the moderate to severe pain subgroup, both calculated across all available assessments during hospitalization.</p>
<sec id="s3-1-1">
<title>Analgesic utilization</title>
<p>Metamizole use was recorded as the total daily dose (mg/patient). Total opioid consumption was calculated as the cumulative MME administered throughout the entire hospital stay. Opioids were administered according to the world health organization (WHO) analgesic ladder approach (<xref ref-type="bibr" rid="B3">Anekar and Cascella, 2023</xref>), based on the three steps of mild to severe pain treatment.</p>
</sec>
</sec>
<sec id="s3-2">
<title>Laboratory parameters</title>
<p>Renal function was assessed using serum creatinine levels obtained from routine clinical testing. Potential renal effects associated with metamizole administration were evaluated by assessing changes in serum creatinine from baseline on postoperative days 4 and 7, ensuring sustained drug exposure while minimizing the influence of transient perioperative renal fluctuations commonly observed after cardiac surgery. The selected assessment timeframe is also consistent with prior studies examining the pharmacologic effects and adverse event profile of metamizole (<xref ref-type="bibr" rid="B4">Bachmann et al., 2021</xref>). Indications for dialysis followed clinical guidelines. All dialysis cases were reviewed manually to determine the underlying clinical indication, regardless of specific creatinine values. Hematologic safety was evaluated using CBCs. Neutropenia was defined as absolute neutrophilia count &#x3c;1,500/&#xb5;L.</p>
</sec>
<sec id="s3-3">
<title>Length of stay</title>
<p>Length of hospital stay was calculated from operative day (POD0) to the day of discharge and compared between pre- and post-protocol groups.</p>
</sec>
<sec id="s3-4">
<title>Statistical analysis</title>
<p>Comparisons between the pre-protocol (March 2019&#x2013;July 2023) and post-protocol (August 2023&#x2013;December 2024) cohorts were performed using standard tests appropriate for data type and distribution. Categorical variables are presented as counts and percentages, and continuous variables as means &#xb1; standard deviation (SD). Normality was assessed with the Shapiro&#x2013;Wilk test. Between-group comparisons used independent-samples t-tests for normally distributed.</p>
</sec>
<sec id="s3-5">
<title>Laboratory parameters</title>
<p>Variables and Mann&#x2013;Whitney U tests for non-normal or ordinal data (e.g., NRS pain scores). Laboratory results were analyzed using delta (&#x394;) changes between postoperative days 4 and 1 and between 7 and 1. Two-tailed p &#x3c; 0.05 was considered statistically significant, and 95% confidence intervals were reported where relevant. Analyses were performed using standard validated statistical software.</p>
</sec>
<sec id="s3-6">
<title>Ethical considerations</title>
<p>This study was approved by the institutional Helsinki Committee (IRB), approval number [0002- 23-HMC]. Given the retrospective nature of the study and use of anonymized data, the requirement for informed consent was waived.</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Study population</title>
<p>A total of 2,234 patients undergoing cardiac surgery were included (pre-protocol, n &#x3d; 1,606; post-protocol, n &#x3d; 628). Baseline demographics are detailed in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Baseline demographic and clinical characteristics of study participants, stratified by protocol group.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Baseline demographic of participants</th>
<th align="left">Before protocol implementation</th>
<th align="left">After protocol implementation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Male</td>
<td align="left">1,259</td>
<td align="left">499</td>
</tr>
<tr>
<td align="left">Females</td>
<td align="left">347</td>
<td align="left">129</td>
</tr>
<tr>
<td align="left">Mean age</td>
<td align="left">65.169</td>
<td align="left">65.170</td>
</tr>
<tr>
<td colspan="3" align="left">Surgery type</td>
</tr>
<tr>
<td align="left">CABG</td>
<td align="left">61.8%</td>
<td align="left">60.2%</td>
</tr>
<tr>
<td align="left">Aortic valve replacement</td>
<td align="left">15.6%</td>
<td align="left">16.6%</td>
</tr>
<tr>
<td align="left">Mitral valve replacement</td>
<td align="left">9.4%</td>
<td align="left">10.2%</td>
</tr>
<tr>
<td align="left">CABG &#x2b; valve</td>
<td align="left">7.9%</td>
<td align="left">6.4%</td>
</tr>
<tr>
<td align="left">Thoracic aorta</td>
<td align="left">1.6%</td>
<td align="left">3.2%</td>
</tr>
<tr>
<td align="left">Tricuspid valve replacement\repair</td>
<td align="left">1.4%</td>
<td align="left">1.9%</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="left">2%</td>
<td align="left">1.6%</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s4-1-1">
<title>Pain outcomes</title>
<p>The results showed that scheduled metamizole administration was associated with lower opioid consumption, while maintaining adequate pain control and safety (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Pain intensity (NRS 0-10) before and after protocol implementation.</p>
</caption>
<graphic xlink:href="fphar-17-1767338-g002.tif">
<alt-text content-type="machine-generated">Bar chart showing means and standard deviations of pain levels before and after protocol implementation. The &#x22;Before&#x22; bar is taller, around 1.1, with a larger standard deviation. The &#x22;After&#x22; bar is shorter, around 0.85, with a smaller standard deviation.</alt-text>
</graphic>
</fig>
<p>The mean NRS decreased from 1.121 [SD &#x3d; 1.949] pre-protocol to mean &#x3d; 0.89 [SD &#x3d; 1.901] post-protocol (Mann&#x2013;Whitney U &#x3d; 239,251,492, p-value &#x3c;0.0001). However, no significant difference was observed for moderate to severe pain (NRS 7&#x2013;10; U &#x3d; 223,199; p-value &#x3d; 0.853). The proportion of patients reporting NRS 0&#x2013;3 increased following protocol implementation (64% &#x2192; 73.1%), while moderate&#x2013;severe pain (NRS &#x2265;4) remained low and similar between groups (13% vs. 10.8%), as summarized in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Distribution and intensity of postoperative pain scores (NRS 0&#x2013;10) in pre- and post-protocol cohorts.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Postoperative pain scores</th>
<th align="left">Before protocol implementation</th>
<th align="left">After protocol implementation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">0</td>
<td align="left">64%</td>
<td align="left">73.15%</td>
</tr>
<tr>
<td align="left">1&#x2013;3</td>
<td align="left">23%</td>
<td align="left">16.03%</td>
</tr>
<tr>
<td align="left">4&#x2013;6</td>
<td align="left">10%</td>
<td align="left">7.38%</td>
</tr>
<tr>
<td align="left">7&#x2013;10</td>
<td align="left">3%</td>
<td align="left">3.44%</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-1-2">
<title>Analgesic utilization</title>
<p>Total scheduled metamizole dosing per patient during the hospitalization period (average 5 days) markedly increased consumption (Pre: mean &#x3d; 3.468&#xa0;g per patient, SD &#x3d; 3.542; Post: mean &#x3d; 16.205&#xa0;g per patient, SD &#x3d; 9.636; independent t-test p-value &#x3c;0.001).</p>
</sec>
<sec id="s4-1-3">
<title>Opioid use (MME)</title>
<p>MME per patient decreased substantial post-protocol (<xref ref-type="fig" rid="F3">Figure 3</xref>), from mean &#x3d; 119.51&#xa0;mg [SD &#x3d; 51.086] pre protocol, to mean &#x3d; 95.914, [SD &#x3d; 32.648&#xa0;mg] post protocol; independent t-test p-value &#x3c;0.0001).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>MME before and after protocol implementation.</p>
</caption>
<graphic xlink:href="fphar-17-1767338-g003.tif">
<alt-text content-type="machine-generated">Bar chart showing means and standard deviations of MME. Two green bars represent samples labeled Before and After protocol implementation. The &#x22;Before&#x22; bar is taller, reaching around 120, while the &#x22;After&#x22; bar is slightly shorter, indicating a decrease. Error bars extend above both bars.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4-2">
<title>Laboratory markers</title>
<p>Serum creatinine changes measured by the delta (&#x394;) postoperative day 4 minus day 1, showed no significant difference between groups (pre-protocol: mean &#x3d; 0.092 [SD &#x3d; 0.529&#xa0;mg/dL], n &#x3d; 999; post-protocol: mean &#x3d; 0.149 [SD &#x3d; 0.594&#xa0;mg/dL] n &#x3d; 422; mean difference 0.057; 95% CI [&#x2212;0.119, 0.006]; p-value &#x3d; 0.074). Similarly, the delta (&#x394;) postoperative day 7 minus day 1was comparable (pre: mean &#x3d; 0.072, SD &#x3d; 0.691&#xa0;mg/dL, n &#x3d; 242; post: mean &#x3d; 0.094, SD &#x3d; 0.613&#xa0;mg/dL, n &#x3d; 141; mean difference &#x2212;0.022; 95% CI [&#x2212;0.160, 0.116]; p-value &#x3d; 0.752). Dialysis indication followed clinical guidelines. Six patients required dialysis, attributed to chronic kidney disease or post-CPR complications. Patients with leukocyte counts &#x3c;2 &#xd7; 10<sup>9</sup>/L underwent manual neutrophil review, revealing no agranulocytosis or persistent cytopenias. Most neutropenia episodes (9 patients) were isolated, transient, or attributed to lab errors; counts normalized within a day.</p>
<sec id="s4-2-1">
<title>Length of stay</title>
<p>Hospital stay durations for the pre-and post-protocol groups are summarized in <xref ref-type="table" rid="T3">Table 3</xref>. Overall hospital stay increased slightly post-protocol (pre: mean &#x3d; 10.448, SD &#x3d; 8.411; post: mean &#x3d; 11.209, SD &#x3d; 7.683. The independent t-test indicated a statistically significant increase of 0.76 nights (95% CI [-0.62, &#x2212;0.90]; t &#x3d; &#x2212;10.65; p-value &#x3c;0.0001).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Hospital duration for study participants before and after protocol implementation.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Hospital duration</th>
<th align="left">Before protocol implementation</th>
<th align="left">After protocol implementation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Total nights observations</td>
<td align="left">40,382</td>
<td align="left">19,404</td>
</tr>
<tr>
<td align="left">Minimum</td>
<td align="left">3</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">Maximum</td>
<td align="left">50</td>
<td align="left">46</td>
</tr>
<tr>
<td align="left">Mean</td>
<td align="left">10.448</td>
<td align="left">11.209</td>
</tr>
<tr>
<td align="left">SD</td>
<td align="left">8.411</td>
<td align="left">7.683</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<p>This retrospective study evaluated the impact of implementing a standardized scheduled around the clock metamizole dosing protocol as part of a multimodal analgesia approach following cardiac surgery. Our findings demonstrate that scheduled metamizole administration was associated with lower opioid consumption, while maintaining adequate pain control and preserving renal and hematologic safety.</p>
<sec id="s5-1">
<title>Context within enhanced recovery after surgery (ERAS)</title>
<p>ERAS protocols have emerged as a paradigm shift in perioperative cardiac care, emphasizing multimodal pain management that combines complementary medications and techniques to spare opioids and improve symptomatic and functional recovery (<xref ref-type="bibr" rid="B6">Bignami et al., 2020</xref>; <xref ref-type="bibr" rid="B27">Li et al., 2018</xref>). However, there remains limited data on the optimal use and effectiveness of individual non-opioid pharmacologic agents in cardiac surgery populations (<xref ref-type="bibr" rid="B20">Gregory et al., 2024</xref>). Despite mounting evidence supporting metamizole opioid-sparing effects and analgesic efficacy, and its widespread use in many countries, it is not routinely included in standardized ERAS protocols owing to regulatory restrictions and safety concerns&#x2014;particularly regarding agranulocytosis risk&#x2014;which led to its withdrawal from the United States and several other countries (<xref ref-type="bibr" rid="B32">Makkad et al., 2025</xref>; <xref ref-type="bibr" rid="B2">Andrade, 2020</xref>). Current ERAS non-opioid analgesic regimens typically include paracetamol, NSAIDs, ketamine, and dexmedetomidine, while metamizole is rarely mentioned and its use remains experimental or institution-dependent (<xref ref-type="bibr" rid="B20">Gregory et al., 2024</xref>). In this context, metamizole represents a potentially valuable addition or alternative for patients in whom traditional non-opioid analgesics are contraindicated, particularly given its established efficacy and relatively favorable safety profile in appropriate clinical settings.</p>
<p>Although metamizole was used in both groups, maximizing its use with scheduled around-the- clock administration of 1,000&#xa0;mg three times daily led to a substantial reduction in mean NRS scores, from 1.121. (SD &#x3d; 1.949) pre-protocol to 0.89 (SD &#x3d; 1.901) post protocol (Mann&#x2013;Whitney U &#x3d; 239,251,492, p &#x3c; 0.0001). This aligns with prior reports demonstrating that scheduled around-the-clock analgesia often provides better pain control compared to PRN administration in the early postoperative phase (<xref ref-type="bibr" rid="B7">Blitz et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Inoue et al., 2021</xref>). Our data confirms these findings in the specific context of cardiac surgery, where inadequate analgesia is particularly detrimental due to its adverse effects on respiratory mechanics and hemodynamics (<xref ref-type="bibr" rid="B11">Echeverria-Villalobos et al., 2020</xref>; <xref ref-type="bibr" rid="B33">McDonall et al., 2025</xref>). Notably, while mean pain scores and opioid consumption decreased overall, no significant difference was found in the moderate-to-severe pain subgroup (NRS 7&#x2013;10), (U &#x3d; 223,199; p &#x3d; 0.853). These findings may reflect the distinct impact of metamizole on different pain levels.</p>
<p>The concomitant reduction in opioid consumption (measured in morphine milligram equivalents) supports the efficacy of scheduled metamizole as an opioid-sparing agent. Mean MME per patient decreased from 119.51&#xa0;mg (SD &#x3d; 51.086) pre-protocol to 95.91&#xa0;mg (SD &#x3d; 32.648) post-protocol (p &#x3c; 0.0001), representing a meaningful reduction. This is clinically important given the recognized risks of opioid-related adverse effects, dependence, and the broader implications of opioid sparing in cardiac surgery (<xref ref-type="bibr" rid="B36">Rauseo et al., 2025</xref>; <xref ref-type="bibr" rid="B21">Guimar&#xe3;es-Pereira et al., 2016</xref>). Our results echo findings from recent systematic reviews and meta-analyses indicating that metamizole provides adequate analgesia comparable to NSAIDs and paracetamol for postoperative pain control, particularly in intensive care settings (<xref ref-type="bibr" rid="B31">Luz et al., 2025</xref>; <xref ref-type="bibr" rid="B9">Dizner-Go&#x142;&#x105;b et al., 2025</xref>). While not directly evaluated in this study, multimodal opioid-sparing approaches are associated with reduced nausea and vomiting, decreased risk of delirium and falls, and lower risk of persistent opioid use and dependence following cardiac surgery (<xref ref-type="bibr" rid="B18">Grant et al., 2020</xref>; <xref ref-type="bibr" rid="B1">Aguerreche et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Guinot et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Fleming et al., 2016</xref>; <xref ref-type="bibr" rid="B5">Bignami et al., 2018</xref>). These benefits underscore the importance of maximizing the use of effective and safe non-opioid analgesics in comprehensive pain management protocols, particularly in populations where traditional options may be contraindicated.</p>
</sec>
<sec id="s5-2">
<title>Safety considerations</title>
<sec id="s5-2-1">
<title>Hematologic safety</title>
<p>The safety profile of scheduled metamizole was reassuring in this real-world cohort. Despite concerns about metamizole-associated agranulocytosis, no cases of clinically relevant agranulocytosis or persistent neutropenia were observed, consistent with recent regulatory and epidemiological reviews emphasizing the rarity of this adverse event when appropriate vigilance is maintained (<xref ref-type="bibr" rid="B15">European Medicines Agency, 2024</xref>; <xref ref-type="bibr" rid="B41">Tomidis Chatzimanouil et al., 2023</xref>). Instances of transient neutropenia observed were most likely attributable to laboratory variability given their brief duration and complete normalization in subsequent testing. The inflammatory response induced by cardiac surgery, characterized by leukocyte and neutrophil elevations peaking at 48&#xa0;h and persisting up to 21 days postoperatively, may complicate the interpretation of hematologic parameters but did not obscure clinically relevant adverse events in our cohort (<xref ref-type="bibr" rid="B26">Lako et al., 2015</xref>). These findings suggest that with appropriate monitoring and awareness, scheduled metamizole can be safely administered in the acute postoperative period following cardiac surgery.</p>
</sec>
<sec id="s5-2-2">
<title>Renal safety</title>
<p>Renal safety remains a paramount concern given the known susceptibility of cardiac surgery patients to acute kidney injury (AKI), which affects a substantial proportion of this population and is associated with increased mortality and prolonged stays (<xref ref-type="bibr" rid="B38">Scurt et al., 2024a</xref>; <xref ref-type="bibr" rid="B28">Lindhardt et al., 2024</xref>).</p>
<p>Our analysis revealed no statistically significant differences in serum creatinine changes between pre- and post-protocol groups: Day 4 minus Day 1: &#x394; &#x3d; 0.092 vs. 0.149&#xa0;mg/dL, mean difference &#x3d; 0.057; 95% CI [&#x2212;0.119, 0.006]; p &#x3d; 0.074. Day 7 minus Day 1: &#x394; &#x3d; 0.072 vs. 0.094&#xa0;mg/dL, mean difference &#x3d; &#x2212;0.022; 95% CI [&#x2212;0.160, 0.116]; p &#x3d; 0.752. These findings suggest that scheduled metamizole dosing did not exacerbate renal dysfunction. This is particularly relevant given the known nephrotoxic potential of NSAIDs and the overall renal vulnerability of cardiac surgery patients (<xref ref-type="bibr" rid="B42">Wang and Bellomo, 2017</xref>; <xref ref-type="bibr" rid="B39">Scurt et al., 2024b</xref>). While longer-term renal outcomes were not assessed in this study, our data support the relative renal safety of metamizole in the acute postoperative period, consistent with evidence suggesting a more favorable renal profile compared to traditional NSAIDs (<xref ref-type="bibr" rid="B25">K&#xf6;tter et al., 2015</xref>). This characteristic may make metamizole particularly valuable in cardiac surgery populations, where renal preservation is a critical priority and NSAID use is often limited by safety concerns.</p>
</sec>
</sec>
</sec>
<sec id="s6">
<title>Length of stay and clinical implications</title>
<p>Interestingly, a slight but statistically noteworthy increase in hospital length of stay was observed following protocol implementation, with the mean duration increasing from 10.45 nights (SD &#x3d; 8.41) pre-protocol to 11.21 nights (SD &#x3d; 7.68) post-protocol, the independent t-test indicated a mean increase of 0.76 nights, with a 95% CI [&#x2212;0.90, &#x2212;0.62] and p &#x3c; 0.0001. While this might initially appear counterintuitive given improved analgesia and opioid sparing, several potential explanations exist. These include changes in institutional discharge policies unrelated to the pain management protocol, case mix variations in patient complexity, trends in cardiac surgery practice during the study period, or unmeasured confounding factors. This finding contrasts with previous trials demonstrating that multimodal analgesia protocols are typically associated with reduced length of stay (<xref ref-type="bibr" rid="B43">Williams et al., 2019</xref>; <xref ref-type="bibr" rid="B27">Li et al., 2018</xref>). Further investigation with prospective design and more rigorous control for confounding variables is needed to clarify this unexpected finding and determine whether it represents a true effect of the protocol or reflects limitations in the retrospective design.</p>
</sec>
<sec id="s7">
<title>Limitations</title>
<p>Several limitations should be acknowledged. The retrospective, single-center design may limit generalizability to other institutions with different patient populations, practice patterns, and healthcare systems. The unequal group sizes reflect real-world implementation constraints but may introduce statistical limitations and reduce power to detect differences in certain subgroup analyses. With respect to surgical urgency, the current dataset does not include a structured variable distinguishing elective from emergent procedures. Based on institutional practice patterns, the majority of cardiac surgeries performed during the study period were elective; however, because urgency was not systematically coded in the electronic medical record, this distribution cannot be quantified retrospectively with high precision. Similarly, although comorbidities such as diabetes, chronic kidney disease, and other chronic conditions are documented at the individual patient level, these variables were not extracted during the initial dataset construction and are therefore unavailable for comparative analysis in the present retrospective cohort. Designed prospective study with more granular comorbidity characterization would enhance external validity.</p>
<p>Pain assessments were based on routine clinical documentation with inherent variability in measurement techniques, documentation practices, and potential reporting bias. Although we adjusted for confounders where possible, unmeasured factors such as changes in surgical technique, anesthetic management, or other aspects of perioperative care might influence outcomes.</p>
<p>Additionally, while no serious safety concerns emerged in this study, rare adverse events such as agranulocytosis cannot be definitively ruled out based on a single-center retrospective analysis with limited sample size. The relatively short follow-up period precluded assessment of long-term outcomes including chronic post-sternotomy pain, persistent opioid use, and delayed complications. In our dataset, documentation of opioid-related clinical adverse effects (e.g., nausea/vomiting, constipation, delirium, respiratory depression) was incomplete and therefore not suitable for reliable analysis. It should also be noted that chest wall regional analgesia techniques (such as paravertebral blocks or erector spinae plane blocks) are not routinely performed in our institution for cardiac surgery, which may limit the applicability of our findings to centers where regional anesthesia is a standard component of multimodal analgesia protocols. The relative contribution of metamizole within a more comprehensive multimodal approach that includes regional techniques remains to be determined.</p>
</sec>
<sec id="s8">
<title>Conclusion and study highlights</title>
<p>In conclusion, our findings provide real-world evidence that scheduled metamizole as part of a multimodal analgesia protocol effectively reduces opioid consumption after cardiac surgery while maintaining adequate pain control and without compromising renal or hematologic safety.</p>
<p>These results support the integration of around-the-clock metamizole into postoperative analgesia and opioid sparing strategies in cardiac surgical populations where this medication is available and approved for use, particularly in patients for whom traditional non-opioid options may be contraindicated. Given the limitations of retrospective observational studies, prospective randomized controlled trials are warranted to confirm these findings and establish optimal dosing strategies, define appropriate safety monitoring protocols, and assess long-term outcomes including chronic pain, quality of life, and functional recovery. A prospective randomized trial would yield higher-quality evidence, incorporating a design powered on the observed between-group difference in opioid consumption (mean difference of MME), inclusion of patient-centered secondary outcomes (such as opioid-related adverse effects, NRS thresholds, and length of stay), and predefined surveillance for the hematologic and renal safety of metamizole. Future research should also investigate the comparative effectiveness of metamizole versus other non-opioid analgesics in cardiac surgery, evaluate its role in specific subpopulations (such as those with chronic kidney disease, advanced age, or baseline hematologic abnormalities), examine cost-effectiveness within comprehensive care pathways, and assess its integration with regional anesthesia techniques. The potential inclusion of metamizole in standardized ERAS protocols for cardiac surgery should be formally evaluated through multicenter collaborative research, particularly in regions where this medication is approved for clinical use. Such evidence would help inform international guidelines and optimize perioperative postoperative pain management strategies. Ongoing pharmacovigilance remains essential to continue monitoring the safety profile of metamizole in this vulnerable population, with particular attention to rare but serious adverse events and their early detection and management.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s9">
<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 sec-type="ethics-statement" id="s10">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Herzliya medical center Helsinki committee HMC-0002-23. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin because Written informed consent was not required because it is a retrospective study.</p>
</sec>
<sec sec-type="author-contributions" id="s11">
<title>Author contributions</title>
<p>CS: Conceptualization, Data curation, Writing &#x2013; original draft, Writing &#x2013; review and editing. AG: Data curation, Project administration, Visualization, Writing &#x2013; original draft. RM: Investigation, Project administration, Writing &#x2013; original draft. AH: Data curation, Software, Visualization, Writing &#x2013; original draft. PS: Supervision, Writing &#x2013; review and editing. ES: Supervision, Writing &#x2013; review and editing. MS: Conceptualization, Supervision, Writing &#x2013; original draft, Writing &#x2013; review and editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>We wish to express our gratitude to Menachem Fridman and Majed Kabha for their essential roles in providing clinical care and coordinating the treatment of the patients including in this study.</p>
</ack>
<sec sec-type="COI-statement" id="s13">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s14">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s15">
<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>
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<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/321021/overview">Zhiyao He</ext-link>, West China Hospital, Sichuan University, China</p>
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<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3285414/overview">Rahul Kumar Goyal</ext-link>, AbbVie, United States</p>
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