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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
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<issn pub-type="epub">1664-042X</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">1740282</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2026.1740282</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>A miniaturized mouse extracorporeal circulation model to characterize early hematologic and metabolic alterations</article-title>
<alt-title alt-title-type="left-running-head">Wang 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/fphys.2026.1740282">10.3389/fphys.2026.1740282</ext-link>
</alt-title>
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<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wang</surname>
<given-names>Xiaoyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3241164"/>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Cheng</surname>
<given-names>Xiaohan</given-names>
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<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Pan</surname>
<given-names>Xinzhi</given-names>
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<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Yijie</given-names>
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<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Shen</surname>
<given-names>Ruishi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Yueyang</given-names>
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<contrib contrib-type="author">
<name>
<surname>Abudourousuli</surname>
<given-names>Adili</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Jiahao</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Peng</surname>
<given-names>Qi</given-names>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tang</surname>
<given-names>Huifang</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cui</surname>
<given-names>Huashun</given-names>
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<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<aff id="aff1">
<label>1</label>
<institution>Shuguang Hospital, Shanghai University of Traditional Chinese Medicine</institution>, <city>Shanghai</city>, <country country="CN">China</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>School of Pharmaceutical Sciences, Zhejiang Chinese Medical University</institution>, <city>Hangzhou</city>, <country country="CN">China</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Animal Experimental Center, Xinjiang Medical University</institution>, <city>Urumqi</city>, <country country="CN">China</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Department of Pharmacology, Zhejiang University School of Medicine</institution>, <city>Hangzhou</city>, <country country="CN">China</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Huifang Tang, <email xlink:href="mailto:tanghuifang@zju.edu.cn">tanghuifang@zju.edu.cn</email>; Huashun Cui, <email xlink:href="mailto:cuihuashun@shutcm.edu.cn">cuihuashun@shutcm.edu.cn</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="2026-02-13">
<day>13</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>1740282</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>11</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Wang, Cheng, Pan, Guo, Shen, Zhu, Abudourousuli, Guo, Peng, Tang and Cui.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Wang, Cheng, Pan, Guo, Shen, Zhu, Abudourousuli, Guo, Peng, Tang and Cui</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-13">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>
<sec>
<title>Introduction</title>
<p>Extracorporeal circulation (ECC) is essential in cardiac surgery but triggers severe complications like systemic inflammation, coagulopathy, and end-organ damage. Progress in understanding these events has been hampered by the high cost and complexity of medium-animal models, alongside the technical challenges of operating on mice.</p>
</sec>
<sec>
<title>Methods</title>
<p>To address this, we developed a miniaturized, pre-configured murine ECC system that reliably recapitulates key clinical sequelae of ECC. This novel model, established in C57BL/6 mice, utilizes a low-cost, single-use circuit to maximize reproducibility and minimize contamination. Throughout the procedure, key physiological parameters were monitored and maintained stable.</p>
</sec>
<sec>
<title>Results</title>
<p>Our system successfully induced hallmark acute-phase responses to ECC, including a systemic inflammatory response (leukocytosis and elevated pro-inflammatory cytokines including IL-1&#x3b2;, IL-6, TNF-&#x3b1;, and IL-18), consumptive coagulopathy (thrombocytopenia), and metabolic stress (elevated lactate levels and electrolyte disturbances). Additionally, early biomarkers associated with organ stress were detected, including elevated cardiac troponin and LDH, increased serum creatinine, elevated AST, and increased pulmonary myeloperoxidase activity.</p>
</sec>
<sec>
<title>Discussion</title>
<p>With stable core temperature and pH underscoring the system&#x2019;s controllability, this model provides a reproducible experimental platform for investigating the early molecular mechanisms of ECC-induced systemic responses and for supporting preclinical evaluation of potential therapeutic interventions in cardiovascular research.</p>
</sec>
</abstract>
<kwd-group>
<kwd>animal models</kwd>
<kwd>cardiovascular system</kwd>
<kwd>extracorporeal circulation</kwd>
<kwd>mouse</kwd>
<kwd>pathophysiology</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by the National Natural Science Foundation of China (Nos. 82575196 and 82074535) and the Joint Fund of the National Natural Science Foundation of China (No. U23A20508).</funding-statement>
</funding-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="42"/>
<page-count count="00"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Clinical and Translational Physiology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Extracorporeal circulation (ECC) is a fundamental technology in open-heart surgery, markedly advancing modern cardiac surgery and proving instrumental in saving countless patients (<xref ref-type="bibr" rid="B17">Li et al., 2025</xref>). However, ECC triggers a systemic inflammatory response that frequently results in severe complications, such as neurocognitive dysfunction, pulmonary injury, acute kidney injury, and multiple organ failure (<xref ref-type="bibr" rid="B11">Jones et al., 2019</xref>; <xref ref-type="bibr" rid="B35">Sun et al., 2021</xref>). These adverse outcomes substantially diminish postoperative quality of life and place a considerable burden on healthcare systems. The precise molecular mechanisms driving ECC-induced organ damage remain inadequately understood, underscoring the need for the development of reliable animal models to investigate the associated pathophysiological processes. In this study, &#x201c;ECC&#x201d; refers to a short-term, normothermic, partial veno-arterial extracorporeal circulation model operated in parallel with an intact native heart, and is therefore distinct from conventional cardiopulmonary bypass (CPB), which replaces native cardiac function intraoperatively, as well as from extracorporeal membrane oxygenation (ECMO), which is designed for prolonged life support.</p>
<p>Currently, commonly employed medium-size animal models, such as rats and rabbits, exhibit several limitations for ECC research, including complex management, substantial blood volume requirements, and challenges in physiological monitoring (<xref ref-type="bibr" rid="B26">Rahman et al., 2023</xref>). More importantly, they also lack a wide range of genetically modified strains, which restricts comprehensive mechanistic studies. In contrast, murine models offer distinct advantages for the detailed investigation of ECC-related genes and signaling pathways, owing to their extensive genetic toolkits, small size, cost-effectiveness, and well-characterized genetic backgrounds (<xref ref-type="bibr" rid="B28">Rosenthal and Brown, 2007</xref>).</p>
<p>Consequently, the establishment and optimization of murine ECC models are crucial to significantly enhance our understanding of the ECC induced systemic inflammatory mechanisms, and to provide essential technical foundations for the development of targeted therapeutic interventions.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2-1">
<label>2.1</label>
<title>Mouse strains</title>
<p>C57BL/6 mice (25&#x2013;30 g, male) were purchased from Shanghai SLAC Laboratory Animal Co., Ltd. (Shanghai, China; production license SCXK [Hu] 2022-0004). The mice were housed under specific-pathogen-free (SPF) conditions with a 12 h light/12 h dark cycle, and had <italic>ad libitum</italic> access to irradiated standard rodent chow and autoclaved tap water. All experimental procedures were approved by the Animal Ethics Committee of Zhejiang University (approval No. ZJU20240505) and were conducted in accordance with the international Guidelines for the Care and Use of Laboratory Animals.</p>
<p>Eighteen male C57BL/6 mice (25&#x2013;30 g) were used in this study and randomly divided into three groups (n &#x3d; 6 per group): the Control group, which received no procedural intervention; the Sham group, which underwent surgical exposure of the jugular vein and femoral artery without cannulation, to account for the effects of anesthesia and surgical trauma; in brief, mice in the Sham group received the same preoperative preparation as the ECC group, including anesthesia and surgical dissection/exposure of the jugular vein and femoral artery. No vascular cannulation was performed and the extracorporeal circuit was not connected or initiated and the ECC group, in which the exposed vessels were cannulated to conduct ECC as the experimental model under investigation.</p>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>Murine miniaturized extracorporeal circulation circuit</title>
<p>The murine extracorporeal circulation (ECC) system was designed as a miniaturized, closed-loop veno-arterial circuit providing partial circulatory support, operating in parallel with an intact, beating native heart rather than replacing total cardiac output. This configuration was intended to model partial extracorporeal circulatory assistance rather than full cardiopulmonary bypass. The circuit is primarily composed of the following components, connected in series: The circuit sequence was: right external jugular vein (drainage) &#x2192; pump &#x2192; membrane oxygenator &#x2192; blood storage room (mini-reservoir) &#x2192; left femoral artery (return). A miniature peristaltic pump (YZ1515, Baoding Qili Constant Flow Pump Co., Ltd., China) served as the artificial heart, providing the motive force for blood circulation. The pump was driven by its corresponding drive unit (BT100-02, Baoding Qili Constant Flow Pump Co., Ltd., China), which allowed for precise digital control of the flow rate. According to the manufacturer&#x2019;s specifications, the pump operates under a wide flow range (0.07&#x2013;2,400 mL/min, &#x2264;600 rpm), enabling accurate regulation of the low-flow conditions required for murine ECC. The pump head was fitted with a segment of pharmaceutical-grade pump tubing (Pharmed 13&#x23;, Baoding Qili Constant Flow Pump Co., Ltd., China), which featured a proprietary anticoagulant coating on its inner surface to enhance hemocompatibility. The outlet of the pump tubing was connected to a miniature membrane oxygenator (Micro-MO, Dongguan Kewei Medical Device Co., Ltd., China) for gas exchange, effectively functioning as an artificial lung. According to the manufacturer, the oxygenator consists of a polycarbonate housing with polypropylene hollow-fiber membranes and provides a total membrane surface area of approximately 0.05 m<sup>2</sup>. The oxygenator demonstrated stable gas exchange performance within the experimental flow range applied in this study (2.5&#x2013;3.5 mL/min/100 g body weight). The oxygenated blood was then passed through a standard disposable medical three-way stopcock and a positive-pressure sterile infusion set (Guangdong Baihe Medical Technology Co., Ltd., NMPA Registration No. 20223140499) for fluid administration and sample collection. For vascular access, a 26G intravenous catheter (Shanghai Kindly Medical Group, NMPA Approval No. 20193141674 Co., Ltd., China) was used for cannulation of the right external jugular vein as the drainage (venous) line. A component labeled as &#x201c;blood storage room&#x201d; was incorporated into the circuit upstream of the arterial return line. It was assembled using a sterile micro 3-way Y connector (22G) (WP32001, Instech Laboratories, Inc., United States) connected to a modified 1-mL Luer-Lok&#x2122; syringe barrel (BD 309628, Becton, Dickinson and Company (BD), United States), forming a closed mini-reservoir. The left femoral artery was similarly cannulated using a 26G intravenous catheter of the same specification (Shanghai Kindly Medical Group, NMPA Approval No. 20193141674 Co., Ltd., China), which served as the return (arterial) line. The circuit was interconnected using 22G PE/PVC tubing (btcoex-22, Beijing Mingtai Jiaxin Technology Co., Ltd., China) to complete the closed-loop path. All components were meticulously assembled and primed prior to the procedure to ensure a sterile, bubble-free, and closed system.</p>
</sec>
<sec id="s2-3">
<label>2.3</label>
<title>Surgery</title>
<sec id="s2-3-1">
<label>2.3.1</label>
<title>ECC preparation</title>
<p>All surgical procedures were performed under sterile conditions within a specific-pathogen-free (SPF) animal facility, using autoclaved surgical instruments and sterile disposable materials. Given the acute nature of the experiment (fixed ECC duration of 60 min), no long-term survival or postoperative recovery was required. Nevertheless, standard aseptic techniques were strictly applied throughout the procedure, including preoperative site preparation and the use of sterilized instruments, to minimize contamination-related confounding. Under these conditions, the surgical protocol is appropriate for short-term intravascular cannulation models and ensures experimental reproducibility without introducing infection-related bias. The core ECC system configuration is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. Prior to the experiment, the circuit was primed and circulated for 30 min at a flow rate of 0.5 mL/min using a 1:1 mixture of homologous mouse plasma and heparinized compound electrolyte solution, containing sodium heparin (200 IU/kg), delivered by a peristaltic pump, ensuring uniform activation of the anticoagulant coating. The use of a plasma-containing priming solution was intended to provide endogenous plasma proteins for surface conditioning, which has been shown to improve hemocompatibility and attenuate complement and platelet activation during initial blood&#x2013;artificial surface contact in extracorporeal circuits (<xref ref-type="bibr" rid="B2">Cho et al., 2021</xref>). In addition, the 1:1 mixing ratio was selected to preserve physiological colloid osmotic pressure while maintaining adequate circuit priming and anticoagulation (<xref ref-type="bibr" rid="B13">Kayumov et al., 2023</xref>). Based on preliminary pilot experiments conducted prior to the formal study, the total priming volume was limited to 0.8&#x2013;1.0 mL to minimize hemodilution and dilution-related physiological confounding, consistent with the design principles of miniaturized ECC systems.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Miniaturized extracorporeal circulation circuit. The illustration depicts a mouse under inhalation anesthesia, instrumented with venous cannulas for infusion/sampling and a rectal probe for temperature monitoring. The system includes an oxygenator, a circulatory pump, and real-time vital sign monitoring, demonstrating a comprehensive life support and monitoring system.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g001.tif">
<alt-text content-type="machine-generated">Diagram of an anesthetized mouse on a thermal pad connected to medical equipment for extracorporeal blood circulation, showing labeled components including anaesthetic mask, jugular vein drainage, venous blood sampling, femoral artery return flow, pump, oxygenator, rectal thermometer, blood storage room, and vital signs monitor.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2-3-2">
<label>2.3.2</label>
<title>Conduct of ECC</title>
<p>Mice were anesthetized via induction with 5% sevoflurane to maintain spontaneous and regular breathing (<xref ref-type="bibr" rid="B38">Voiriot et al., 2017</xref>). To counteract heat loss, the anesthetized mice were secured on a thermostatically controlled heating pad maintained at a constant 37 &#xb0;C throughout the preparatory phase. Following anesthetic induction, surgical anesthesia was maintained with 2% sevoflurane delivered via a nose cone (<xref ref-type="bibr" rid="B33">Song et al., 2025</xref>). Anesthetic depth was assessed by monitoring the pedal withdrawal reflex (hind paw pinch), which was evaluated at regular intervals during the procedure to ensure an adequate and stable depth of anesthesia. During ECC, animals were maintained under assisted/controlled ventilation rather than spontaneous breathing to ensure stable respiratory conditions and consistent gas exchange throughout the experiment. The mouse was positioned supine on a thermostatically controlled heating pad, which was maintained at 37 &#xb0;C throughout the procedure. Surgical interventions were performed under strict aseptic conditions using autoclaved instruments to minimize contamination. Specifically, following shaving and disinfection of the surgical sites, new sterile gloves were donned immediately prior to the cannulation procedure. Given the acute nature of the experiment (60-min duration), this standard aseptic protocol was sufficient to maintain physiological stability and prevent infection-related confounding factors.</p>
<p>All procedures followed a standardized and identical protocol across animals, and all surgeries were performed by the same investigator to minimize operator-related variability. The total surgical time was approximately 20&#x2013;25 min per animal (from skin incision to ECC initiation), with no meaningful inter-animal variation. ECC was maintained for 60 min in all animals in the ECC group.</p>
</sec>
<sec id="s2-3-3">
<label>2.3.3</label>
<title>Surgical cannulation</title>
<p>For jugular venous access, the mouse&#x2019;s head was gently extended. A superficial incision was made to expose the right external jugular vein, which was identified as a dark red vessel approximately 0.3&#x2013;0.5 mm in diameter, located 3&#x2013;5 mm superior to the clavicle-sternum junction and lateral to the sternocleidomastoid muscle (<xref ref-type="bibr" rid="B30">Sen et al., 2015</xref>). The optimal site for cannulation was selected at the junction of the transverse jugular and suprascapular veins, approximately 2&#x2013;3 mm above the clavicle, where the vessel diameter is maximal and the risk of bleeding is minimal. The vein was meticulously dissected free from the surrounding connective tissue using micro-forceps in preparation for ligation and cannulation.</p>
<p>For femoral arterial access, the left hindlimb was abducted and externally rotated. A 5 mm longitudinal incision was made 2&#x2013;3 mm distal to the inguinal groove, directly over the palpable arterial pulse (<xref ref-type="bibr" rid="B4">Gaetano et al., 2013</xref>). The femoral artery, approximately 0.2&#x2013;0.3 mm in diameter and bright red, was exposed through blunt dissection between the pectineus and adductor muscles, ensuring that the closely associated femoral vein (medially) and femoral nerve (laterally) were not injured. The superficial epigastric artery, which branches distally, served as a crucial anatomical landmark. The artery was adequately mobilized to facilitate secure ligation and cannulation.</p>
<p>Systemic heparinization was achieved by administering 200 IU/kg of sodium heparin via the tail vein. Distal ligatures were placed on both vessels using micro-forceps. The venous cannula was advanced toward the right atrium, followed by the insertion of the arterial cannula, which was directed retrogradely toward the aortic bifurcation. Once both cannulae were secured, ECC was initiated, establishing a closed-loop circuit from the jugular vein for drainage to the femoral artery for reinfusion. This cannulation configuration (right external jugular vein for venous drainage and left femoral artery for arterial return) was identical for all animals in the ECC group.</p>
<p>Of note, aortic cross-clamping was not performed in this model. The heart remained intact and spontaneously beating throughout the ECC procedure, allowing isolation of ECC-specific systemic inflammatory and coagulopathic effects without the confounding influence of myocardial ischemia&#x2013;reperfusion injury.</p>
<p>Following confirmation of circuit patency, ECC flow was gradually initiated. The peristaltic pump flow rate was incrementally increased to 2.5&#x2013;3.5 mL/min/100 g body weight, which was selected to provide partial veno-arterial extracorporeal support in parallel with an intact, spontaneously beating heart (aortic cross-clamping was not performed). This target range was physiologically defined based on expected cardiac output under volatile anesthesia and the intended degree of partial support. Specifically, resting cardiac output in conscious adult mice is &#x223c;6&#x2013;8 mL/min/100 g (<xref ref-type="bibr" rid="B8">Janssen et al., 2002</xref>), whereas clinically relevant concentrations of sevoflurane reduce cardiac output by &#x223c;15%&#x2013;30% (<xref ref-type="bibr" rid="B6">Hanouz et al., 2000</xref>; <xref ref-type="bibr" rid="B29">Roth et al., 2002</xref>; <xref ref-type="bibr" rid="B5">Gentry-Smetana et al., 2008</xref>), yielding an estimated baseline of &#x223c;4&#x2013;5 mL/min/100 g under our conditions. Therefore, an ECC flow of 2.5&#x2013;3.5 mL/min/100 g was chosen to deliver approximately half to two-thirds of anesthetized baseline cardiac output while avoiding excessive venous drainage or arterial afterload. The upper limit (3.5 mL/min/100 g) was set as a conservative safety threshold to minimize microcirculatory and inflammatory perturbations associated with small-animal ECC (<xref ref-type="bibr" rid="B15">Ki et al., 2020</xref>; <xref ref-type="bibr" rid="B2">Cho et al., 2021</xref>), whereas the lower limit (2.5 mL/min/100 g) was selected to maintain adequate basal oxygen delivery under anesthesia with an added margin for circuit inefficiency (<xref ref-type="bibr" rid="B25">Pacher et al., 2008</xref>). Flow escalation was performed gradually to prevent acute hemodynamic compromise, including hypotension from excessive venous drainage or pressure overload from aggressive arterial reinfusion (<xref ref-type="bibr" rid="B1">Austin et al., 2020</xref>).</p>
<p>As blood flowed through the miniature membrane oxygenator, efficient gas exchange was sustained, effectively simulating pulmonary function by oxygenating the blood and eliminating carbon dioxide. The circuit underwent continuous inspection to ensure a bubble-free, uninterrupted blood column from venous outflow to arterial return, thereby confirming system integrity. Core body temperature was maintained at 37.0 &#xb1; 0.5&#xb0; Cusing a heating pad, while vital signs, including heart rate and respiratory rate, were monitored continuously. Continuous arterial blood pressure and direct cardiac output measurements were not recorded in the present study, and this limitation is acknowledged. Arterial blood gas analysis was conducted at baseline 0 min, 30 min, and 60 min after the initiation of ECC to quantitatively assess physiological status and the efficacy of gas exchange. At the end of the 60-min ECC period, mice were euthanized under deep sevoflurane anesthesia by cervical dislocation, in accordance with the institutionally approved animal protocol and internationally accepted humane euthanasia guidance for laboratory rodents. Death was confirmed by cessation of respiration and cardiac activity prior to final tissue harvest.</p>
</sec>
</sec>
<sec id="s2-4">
<label>2.4</label>
<title>Blood gas analysis</title>
<p>Circuit-Derived mixed venous blood sample (approximately 100 &#x3bc;L each) for evaluating systemic oxygenation, ventilation, and metabolic status during ECC were collected at three specified time points: baseline (BL), post anesthetic stabilization, 30 min post ECC initiation (T30), and 60 min post ECC initiation (T60) (<xref ref-type="fig" rid="F2">Figure 2</xref>). The samples were obtained using heparinized syringes connected to the venous line through a three-way stopcock, ensuring the immediate removal of any air bubbles upon collection. Analysis of all samples was conducted within 60 s of collection using a Radiometer ABL90 FLEX blood gas analyzer (Radiometer, Denmark), which underwent daily automatic calibration. The parameters measured included pH, bicarbonate (HCO<sub>3</sub>
<sup>&#x2212;</sup>), base excess (BE), lactate, and potassium (K<sup>&#x2b;</sup>), with all values reported at 37 &#xb0;C. It should be emphasized that these measurements reflect mixed venous (pre-oxygenator) blood gas and electrolyte composition rather than true systemic arterial values, and are therefore interpreted as indicators of global metabolic status rather than arterial oxygenation performance.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Modeling process and timeline for blood gas and blood cell testing. Colored horizontal bars represent the duration of each procedural step: pipeline pre-charging, anesthesia maintenance (5% and 3% sevoflurane), extracorporeal circulation, and final tissue harvest, all maintained at 37 &#xb0;C.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g002.tif">
<alt-text content-type="machine-generated">Gantt chart showing sequential experimental processes over one hundred twenty minutes: constant 37&#xB0;C temperature, pre-charging pipeline activity, transition from 5% to 3% sevoflurane, extracorporeal circulation, and harvest. Blood gas samples are collected at T0, T30, and T60.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2-5">
<label>2.5</label>
<title>Blood cell analysis</title>
<p>To evaluate the dynamic changes in blood composition during ECC, additional blood samples were collected in heparin-anticoagulated tubes at the same time points as the blood gas analyzes: baseline, 30 min on ECC, and 60 min on ECC. Following blood gas measurement, the remaining sample in the heparinized syringe was gently inverted several times to prevent clotting. A 20 &#x3bc;L aliquot was then aspirated and analyzed using a URIT-290 Vet Plus automated hematology analyzer (URIT Medical Electronic, China) to determine the counts of white blood cells (WBC), red blood cells (RBC), and platelets (PLT) at each stage. Daily quality control procedures were conducted using manufacturer-matched calibrators to ensure the accuracy and reliability of all measurements.</p>
<p>The above procedure outlines the perfusion circuit, surgical procedures, and monitoring of physiological parameters during ECC in a murine model. When performed by a microsurgeon with adequate expertise, the results are consistently reproducible.</p>
</sec>
<sec id="s2-6">
<label>2.6</label>
<title>Enzyme-linked immunosorbent assay (ELISA)</title>
<p>Plasma samples were collected from mice, and the levels of pro-inflammatory cytokines (IL-1&#x3b2;, IL-6, TNF-&#x3b1;, and IL-18) were quantified using commercially available enzyme-linked immunosorbent assay (ELISA) kits according to the manufacturers&#x2019; instructions. Briefly, whole blood was collected into anticoagulant-treated tubes and centrifuged at 1,500&#x2013;2,000 &#xd7; g for 10 min at 4 &#xb0;C to obtain plasma. The plasma samples were aliquoted and stored at &#x2212;80 &#xb0;C until analysis. ELISA kits were obtained as follows: IL-1&#x3b2; (Cat. No. 88-7013a, Invitrogen, Thermo Fisher Scientific, United States), IL-6 (Cat. No. DY406, R&#x26;D Systems, United States), TNF-&#x3b1; (Cat. No. 88-7324, Invitrogen, Thermo Fisher Scientific, United States), and IL-18 (Cat. No. SEK50073, Sino Biological Inc., China). All samples were analyzed strictly according to the manufacturers&#x2019; instructions.</p>
</sec>
<sec id="s2-7">
<label>2.7</label>
<title>Measurement of organ injury&#x2013;related biomarkers</title>
<p>Organ injury&#x2013;related biomarkers in mouse plasma were measured using commercially available assay kits according to the manufacturers&#x2019; instructions, with plasma samples prepared as described above. Creatinine (Cr) was measured to assess renal injury (Cat. No. C011-2-1, Nanjing Jiancheng Bioengineering Institute, China); cardiac troponin and lactate dehydrogenase (LDH) were used to evaluate cardiac injury (Cat. No. EM30867S, Weiao Biotechnology, China; Cat. No. A020-4-1, Nanjing Jiancheng Bioengineering Institute, China); aspartate aminotransferase (AST/GOT) was measured as a marker of hepatic injury (Cat. No. C010-2-1, Nanjing Jiancheng Bioengineering Institute, China); and myeloperoxidase (MPO) activity was determined to assess pulmonary injury (Cat. No. A044-1-1, Nanjing Jiancheng Bioengineering Institute, China). All samples were analyzed strictly according to the manufacturers&#x2019; instructions.</p>
</sec>
<sec id="s2-8">
<label>2.8</label>
<title>Statistical analyzes</title>
<p>Statistical analyzes were performed using GraphPad Prism software (version 10.1.2; GraphPad Software, San Diego, CA, United States). All data are presented as mean &#xb1; standard error of the mean (SEM). Prior to parametric testing, data normality was assessed using the Shapiro&#x2013;Wilk test, and homogeneity of variance was evaluated using Levene&#x2019;s test (or Brown&#x2013;Forsythe test, where appropriate). All datasets satisfied the assumptions required for analysis of variance. For comparisons among the three experimental groups (Control, Sham, and ECC) at the final time point (60 min), a one-way analysis of variance (ANOVA) was performed, followed by Tukey&#x2019;s <italic>post hoc</italic> test for multiple comparisons. For comparisons across time within the ECC group (0, 30, and 60 min), a one-way repeated-measures ANOVA was applied. Sphericity was assessed using Mauchly&#x2019;s test, and when violations were detected, the Greenhouse&#x2013;Geisser correction was applied automatically. No data points were excluded from the final analyzes. All measurements were successfully obtained at all predefined time points, therefore, no missing data imputation was required.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<sec id="s3-1">
<label>3.1</label>
<title>ECC-driven leukocytosis and lymphopenia</title>
<p>To assess the ability of this system to replicate the hematologic changes induced by ECC, we first conducted a complete blood cell analysis. Following the initiation of ECC in mice, we noted rapid changes in peripheral leukocyte populations. During the initial 60 min, total white blood cell counts (WBC) increased in a time-dependent manner, primarily due to a concurrent rise in neutrophils, which exhibited significant pairwise differences between time points (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Conversely, lymphocyte numbers decreased during this period, while monocytes demonstrated a modest yet consistent increase (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Comparisons among endpoint groups confirmed these trends: relative to sham and non-instrumented controls, ECC mice displayed pronounced leukocytosis and neutrophilia, alongside reduced lymphocyte counts and elevated monocyte levels (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Neutrophil-driven leukocytosis and lymphopenia during early ECC. <bold>(A)</bold> Time course of WBC (left y-axis) and neutrophils (right y-axis) measured at baseline (0 min) and during ECC (30 and 60 min). <bold>(B)</bold> Time course of lymphocytes (left y-axis) and monocytes (right y-axis) over the same interval. <bold>(C)</bold> Endpoint comparisons among Control, Sham, and ECC for WBC and neutrophils. <bold>(D)</bold> Endpoint comparisons for lymphocytes and monocytes.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g003.tif">
<alt-text content-type="machine-generated">Four-panel scientific figure showing bar and box plots of blood cell counts in experimental groups. Panel A shows changes in total white blood cells and neutrophils over time with statistical significance values. Panel B presents lymphocyte and monocyte changes over time with p-values. Panel C shows group comparisons for white blood cells and neutrophils among control, sham, and ECC groups with statistical annotations. Panel D depicts lymphocyte and monocyte counts for the same groups with p-values. Axes are clearly labeled and error bars are visible.</alt-text>
</graphic>
</fig>
<p>Collectively, these data suggest that ECC triggers an early, innate-skewed hematologic response characterized by rapid neutrophil mobilization and relative lymphopenia, which becomes apparent within the first hour following circuit initiation. This significant leukocyte remodeling reflects the acute inflammatory cascade observed in clinical ECC scenarios, where neutrophil activation and lymphoid suppression contribute to postoperative complications, including systemic inflammatory response syndrome (SIRS) (<xref ref-type="bibr" rid="B22">Misokalou et al., 2025</xref>). The pronounced increase in neutrophils, alongside the decrease in lymphocytes and moderate elevation of monocytes, indicates that our murine ECC model accurately replicates the hallmark hematologic and inflammatory changes associated with clinical ECC.</p>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>ECC induced early thrombocytopenia with concurrent changes in platelet size indices</title>
<p>Building on the characterization of ECC-induced inflammatory leukocyte dynamics, we subsequently examined the hemostatic changes occurring during early ECC. Within 60 min of initiating ECC, both plateletcrit (PCT) and platelet count (PLT) exhibited significant declines (<xref ref-type="fig" rid="F4">Figure 4A</xref>), with endpoint analyzes confirming marked thrombocytopenia in the ECC group compared to sham and non-instrumented controls (<xref ref-type="fig" rid="F4">Figure 4B</xref>). This swift platelet loss reflects the clinical context of ECC-associated thrombocytopenia, where artificial surfaces and shear stress promote platelet activation and sequestration. In contrast, mean platelet volume (MPV) and the platelet&#x2013;large cell ratio (P-LCR) increased during early ECC (<xref ref-type="fig" rid="F4">Figure 4C</xref>), suggesting a transition toward larger, more reactive platelets. Furthermore, terminal assessments revealed a significant increase in P-LCR among ECC animals (<xref ref-type="fig" rid="F4">Figure 4D</xref>), indicating an increased proportion of larger circulating platelets at the endpoint.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>ECC induced early thrombocytopenia with concurrent changes in platelet size indices. <bold>(A)</bold> Time course of PCT (left y-axis) and PLT (right y-axis) at 0, 30, and 60 min after ECC initiation. <bold>(B)</bold> Endpoint comparisons among Control, Sham, and ECC for PCT and PLT. <bold>(C)</bold> Time course of MPV (left) and P-LCR (right) over 0&#x2013;60 min. <bold>(D)</bold> Endpoint comparisons for MPV and P-LCR.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g004.tif">
<alt-text content-type="machine-generated">Four-panel data visualization comparing platelet parameters. Panel A shows bar and line graphs for PCT (%) and PLT (10^9/L) over 0, 30, and 60 minutes, with statistical comparisons annotated. Panel B shows box plots of PCT (%) and PLT (10^9/L) among control, sham, and ECC groups. Panel C shows MPV (fL) and P-LCR (%) over time with error bars and statistical annotations. Panel D displays box plots of MPV (fL) and P-LCR (%) for control, sham, and ECC groups, with p-values indicating statistical differences.</alt-text>
</graphic>
</fig>
<p>This inverse relationship&#x2014;thrombocytopenia associated with macrothrombocytosis&#x2014;is consistent with a state of high platelet turnover, indicating ongoing platelet activation on the surface of the artificial circuit and compensatory hematopoietic activity (<xref ref-type="bibr" rid="B39">Wang et al., 2021</xref>). However, based on the current data, it is not possible to definitively distinguish whether the observed platelet phenotype primarily reflects peripheral platelet consumption, enhanced platelet clearance, or activation of compensatory thrombopoietic pathways. These alterations create a prothrombotic and proinflammatory environment that predisposes to end-organ injury, as activated platelets not only facilitate thrombus formation but also enhance the inflammatory cascade through cytokine release and leukocyte interaction (<xref ref-type="bibr" rid="B36">Tucker et al., 2021</xref>).</p>
<p>Accordingly, future studies will incorporate direct markers of thrombopoiesis and platelet production, including analysis of the immature platelet fraction (IPF), measurement of circulating thrombopoietin (TPO) levels, and, where feasible, bone marrow&#x2013;based assessments of megakaryopoiesis. Integration of these complementary readouts will allow direct discrimination between peripheral platelet consumption and true compensatory thrombopoietic responses, thereby providing a more mechanistically grounded interpretation of platelet dysregulation during extracorporeal circulation.</p>
</sec>
<sec id="s3-3">
<label>3.3</label>
<title>ECC induced metabolic acidosis with compensated systemic homeostasis</title>
<p>Building on the insights regarding ECC-induced hematologic and hemostatic alterations, we further examined the acid-base and metabolic profiles to elucidate the systemic metabolic stress experienced during early ECC. ECC induced a critical state of compensated metabolic stress, characterized by tissue hypoperfusion and systemic inflammation that promoted anaerobic metabolism, while physiological buffers preserved acid-base homeostasis (<xref ref-type="bibr" rid="B9">Jentzer et al., 2022</xref>). During the initial hour of ECC, blood lactate (cLac<sup>&#x2b;</sup>) progressively increased (<xref ref-type="fig" rid="F5">Figure 5C</xref>, left), indicating a significant oxygen debt at the tissue level, which is a hallmark of impaired tissue perfusion and mitochondrial dysfunction. Nevertheless, this metabolic burden was effectively mitigated by integrated compensatory mechanisms: arterial pH and plasma bicarbonate (cHCO<sub>3</sub>
<sup>-</sup>(P)) remained stable across all time points (<xref ref-type="fig" rid="F5">Figure 5A</xref>), with no significant differences observed among groups at the endpoint (<xref ref-type="fig" rid="F5">Figure 5B</xref>). The consistently negative yet stable values of actual and standard base excess (ABE.c and SBE.c) throughout the procedure (<xref ref-type="fig" rid="F5">Figure 5D</xref>) further underscored a state of fully compensated metabolic acidosis.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Metabolic acidosis with compensated systemic homeostasis. <bold>(A)</bold> Time courses of pH (left y-axis) and plasma bicarbonate cHCO<sub>3</sub>
<sup>-</sup>(P) (right y-axis) measured at 0, 30, and 60 min after ECC initiation. <bold>(B)</bold> Endpoint comparisons among Control, Sham, and ECC for pH and cHCO<sub>3</sub>
<sup>-</sup>(P). <bold>(C)</bold> Time course (left) and endpoint group comparison (right) of blood cLac<sup>&#x2b;</sup>. <bold>(D)</bold> Time courses of actual and standard base excess (ABE.c, SBE.c). ns, not significant.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g005.tif">
<alt-text content-type="machine-generated">Figure composed of four panels (A-D) showing bar and box plots with statistical analysis of pH, bicarbonate, lactate, and base excess levels in different conditions and time points. Panel A compares pH and cHCO3(P) at 0, 30, and 60 minutes. Panel B compares pH and cHCO3(P) among control, sham, and ECC groups. Panel C displays cLac&#x2b; levels over time and among groups, with reported p-values. Panel D shows ABE.c and SBEC at different time points. Most comparisons are marked as not significant (ns), with some significant p-values in panel C.</alt-text>
</graphic>
</fig>
<p>This dissociation between rising lactate and preserved pH illustrates a precarious equilibrium&#x2014;early lactate accumulation signals underlying hypoperfusion and mitochondrial dysfunction, while the intact acid-base parameters demonstrate the remarkable capacity of systemic buffers (including bicarbonate and hemoglobin) to mitigate overt acidemia during the initial phase of ECC (<xref ref-type="bibr" rid="B9">Jentzer et al., 2022</xref>). The elevated endpoint lactate in the ECC group compared to controls (<xref ref-type="fig" rid="F5">Figure 5C</xref>, right) indicates the presence of early metabolic stress during short-term ECC, preceding overt acid&#x2013;base imbalance or hemodynamic instability. Collectively, these data demonstrate that our murine ECC model faithfully recapitulates the early metabolic signature of clinical ECC, characterized by compensated metabolic acidosis driven by tissue hypoperfusion.</p>
</sec>
<sec id="s3-4">
<label>3.4</label>
<title>ECC induced electrolyte imbalance and cardiac vulnerability</title>
<p>Building on the characterization of inflammatory, hemostatic, and metabolic responses, we further examined electrolyte and hematologic dynamics to elucidate the systemic homeostatic breakdown during ECC&#x2014;providing key evidence that validates the clinical relevance of our model. Serum potassium (cK<sup>&#x2b;</sup>) in the ECC group demonstrated a significant time-dependent increase (<xref ref-type="fig" rid="F6">Figure 6A</xref>), with endpoint levels markedly higher than those observed in the control and sham groups (<xref ref-type="fig" rid="F6">Figure 6B</xref>), indicating progressive hyperkalemia. This finding has profound physiological implications: elevated extracellular potassium disrupts cardiac membrane potential, impeding action potential propagation and heightening the risk of arrhythmias&#x2014;characteristics of clinical ECC-associated cardiac electrical instability. Such elevations in extracellular potassium can depolarize cardiomyocyte resting membrane potential, slow impulse conduction, and increase arrhythmogenic susceptibility, consistent with cardiac electrical instability observed in clinical extracorporeal support settings. In contrast, serum sodium (cNa<sup>&#x2b;</sup>) remained stable across groups and time points (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>), arguing against generalized hemodilution as the primary driver and supporting a potassium-predominant disturbance.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>ECC-induced electrolyte imbalance and cardiac vulnerability. <bold>(A)</bold> Time courses of serum cK<sup>&#x2b;</sup> (left y-axis) and cNa<sup>&#x2b;</sup> (right y-axis) measured at 0, 30, and 60 min after ECC initiation. <bold>(B)</bold> Endpoint comparisons among Control, Sham, and ECC groups for cK<sup>&#x2b;</sup> and cNa<sup>&#x2b;</sup>. <bold>(C)</bold> Time courses of serum cCl<sup>&#x2212;</sup> (left y-axis) and cCa<sup>2&#x2b;</sup> (right y-axis) measured at 0, 30, and 60 min after ECC initiation. <bold>(D)</bold> Endpoint comparisons among Control, Sham, and ECC groups for cCl<sup>&#x2212;</sup> and cCa<sup>2&#x2b;</sup>. ns, not significant.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g006.tif">
<alt-text content-type="machine-generated">Four-panel scientific figure displaying bar and box plots of ion concentrations after experimental treatments. Panels A and B show potassium (cK&#x2b;) and sodium (cNa&#x2b;) levels over time or across groups, with statistical p-values indicated. Panels C and D show chloride (cCl&#x2212;) and calcium (cCa2&#x2b;) levels with non-significant (ns) or significant p-values noted. Both axes are clearly labeled, and group comparisons include control, sham, and ECC conditions.</alt-text>
</graphic>
</fig>
<p>Time-course analysis of chloride (cCl<sup>&#x2212;</sup>) and ionized calcium (cCa<sup>2&#x2b;</sup>) showed a mild upward trend in cCl<sup>&#x2212;</sup> and a slight downward trend in cCa<sup>2&#x2b;</sup> within the ECC group, neither reaching statistical significance (<xref ref-type="fig" rid="F6">Figure 6C</xref>). At the endpoint, cCl<sup>&#x2212;</sup> remained modestly elevated without significance, whereas cCa<sup>2&#x2b;</sup> in the ECC group was significantly lower than in controls (P &#x3c; 0.05) and closely aligned with values observed in the sham group (<xref ref-type="fig" rid="F6">Figure 6D</xref>). Ionized calcium is essential for excitation&#x2013;contraction coupling via troponin C activation and sarcomeric cross-bridge formation; thus, reduced cCa<sup>2&#x2b;</sup> may contribute to impaired myocardial contractility and heightened cardiac vulnerability during ECC (<xref ref-type="bibr" rid="B10">Jeong and Lim, 2020</xref>). Together, the coexistence of hyperkalemia and reduced ionized calcium represents a combined electrophysiological and contractile stressor that may predispose to arrhythmia and pump dysfunction during extracorporeal support.</p>
<p>Overall, the electrolyte profile observed here&#x2014;pronounced hyperkalemia with concomitant reduction in ionized calcium in the setting of stable sodium&#x2014;supports a pattern of selective homeostatic disruption during ECC.</p>
</sec>
<sec id="s3-5">
<label>3.5</label>
<title>ECC induced preserved hematologic indices and limited hemodilution</title>
<p>Given that hemodilution is a recognized potential confounder in ECC studies, particularly in small-animal models, we assessed whether dilutional effects occurred during ECC and whether they could influence the interpretation of hematologic, metabolic, and electrolyte data.</p>
<p>Dilution-sensitive hematologic parameters were analyzed at baseline (0 min), 30 min, and 60 min following ECC initiation, including red blood cell (RBC) count, hemoglobin (Hgb) concentration, red cell distribution width (RDW-CV and RDW-SD), mean corpuscular volume (MCV), and mean corpuscular hemoglobin (MCH) (<xref ref-type="fig" rid="F7">Figure 7</xref>). Throughout the 60-min ECC period, RBC counts and hemoglobin levels remained stable, with no significant temporal changes or differences compared with sham-operated or non-instrumented control groups (<xref ref-type="fig" rid="F7">Figure 7C</xref>), indicating the absence of overt dilutional anemia. RDW-CV and RDW-SD values also remained unchanged (<xref ref-type="fig" rid="F7">Figure 7D</xref>), suggesting preserved erythrocyte size homogeneity and arguing against substantial hemolysis, fluid overload, or pathological red blood cell turnover. Similarly, MCV and MCH showed no significant temporal or intergroup differences (<xref ref-type="fig" rid="F7">Figures 7A,B</xref>), supporting the absence of meaningful erythrocyte swelling, shrinkage, or intracellular hemoglobin dilution. Collectively, these findings indicate that erythrocyte count, size distribution, and hemoglobin content remained stable during short-term ECC.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>ECC induced preserved hematologic indices and limited hemodilution. <bold>(A)</bold> Time courses of MCV (left y-axis) and MCH (right y-axis) at 0, 30, and 60 min after ECC initiation. <bold>(B)</bold> Endpoint comparisons among Control, Sham, and ECC groups for MCV and MCH. <bold>(C)</bold> Time courses of RBC count (left y-axis) and HGB (right y-axis) at 0, 30, and 60 min after ECC initiation. <bold>(D)</bold> Endpoint comparisons among Control, Sham, and ECC groups for RBC count and HGB. ns, not significant.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g007.tif">
<alt-text content-type="machine-generated">Panel A shows bar graphs of mean corpuscular volume (MCV) and mean corpuscular hemoglobin (MCH) at 0, 30, and 60 minutes, with no significant changes indicated as &#x22;ns.&#x22; Panel B presents box plots comparing MCV and MCH among control, sham, and ECC groups, also marked as not significant. Panel C displays bar graphs for red blood cell count (RBC) and hemoglobin (HGB) over time, with all comparisons labeled as not significant. Panel D illustrates bar graphs of red cell distribution width (RDW-cv and RDW-SD), all with non-significant differences.</alt-text>
</graphic>
</fig>
<p>Taken together, these hematologic data are consistent with the experimental design features intended to limit dilutional effects, including the short ECC duration (60 min) and restricted blood sampling volumes. Under the present conditions, systemic hemodilution was effectively controlled and did not represent a dominant contributor to the observed metabolic or electrolyte alterations, such as lactate accumulation or electrolyte imbalance described above.</p>
<p>Nevertheless, hemodilution remains an inherent limitation of the current model. To further reduce blood loss and improve animal welfare in future studies, we plan to adopt advanced microsampling and analytical approaches, such as micro-volume blood gas analyzers and multiplex assays requiring minimal sample volumes. These strategies will allow precise physiological and biochemical assessment while substantially reducing per-sample blood volume, thereby enhancing data fidelity and animal welfare.</p>
</sec>
<sec id="s3-6">
<label>3.6</label>
<title>ECC induced early systemic inflammatory responses and organ stress&#x2013;associated biomarker changes</title>
<p>To further characterize the early systemic responses elicited by short-term ECC, we next examined circulating inflammatory mediators and organ injury&#x2013;associated biochemical markers at the 60-min ECC time point (<xref ref-type="fig" rid="F8">Figure 8</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p> ECC induced early systemic inflammatory responses and organ stress&#x2013;associated biomarker changes. <bold>(A)</bold> Heatmap representation of plasma pro-inflammatory cytokine levels, including IL-1&#x3b2;, IL-18, IL-6, and TNF-&#x3b1;, measured in Control, Sham, and ECC groups at the end of the 60-min experimental period. Color intensity reflects relative concentration levels. Statistical comparisons among groups are indicated above the heatmap. <bold>(B)</bold> Heatmap comparison of plasma organ stress&#x2013;associated biomarkers between Control and ECC groups at 60 min, including creatinine, cardiac troponin, AST/GOT, and LDH. Color intensity represents relative biomarker levels. P values for group comparisons are shown above each parameter. <bold>(C)</bold> Time-course analysis of myeloperoxidase (MPO) activity over a 30-min reaction period in plasma samples from Control, Sham, and ECC groups. MPO activity is expressed as optical density per minute (OD/min). ns, not significant.</p>
</caption>
<graphic xlink:href="fphys-17-1740282-g008.tif">
<alt-text content-type="machine-generated">Panel A shows heatmaps comparing concentrations of IL-1&#x3B2;, IL-18, IL-6, and TNF-&#x3B1; across control, sham, and ECC groups, with ECC showing the highest levels. Panel B presents heatmaps of creatinine, cardiac troponin, AST/GOT, and LDH for control and ECC groups, indicating significant increases in ECC, especially for cardiac troponin and LDH. Panel C is a line graph of MPO activity over time, with ECC group showing significantly higher MPO values compared to control and sham groups. Statistical significance values are indicated above comparisons.</alt-text>
</graphic>
</fig>
<p>As shown in (<xref ref-type="fig" rid="F8">Figure 8A</xref>), ECC induced a robust early inflammatory response, reflected by significantly elevated plasma levels of pro-inflammatory cytokines, including interleukin-1&#x3b2; (IL-1&#x3b2;), interleukin-6 (IL-6), tumor necrosis factor-&#x3b1; (TNF-&#x3b1;), and interleukin-18 (IL-18), compared with both sham-operated and non-instrumented control groups. These findings indicate rapid activation of innate immune signaling pathways following blood exposure to artificial circuit surfaces during ECC.</p>
<p>In parallel, we assessed a panel of plasma biomarkers associated with early organ stress or injury across multiple organ systems (<xref ref-type="fig" rid="F8">Figure 8B</xref>). Renal stress was evidenced by a significant increase in plasma creatinine levels in the ECC group. Cardiac involvement was reflected by elevated circulating cardiac troponin and lactate dehydrogenase (LDH), indicating early myocardial cellular stress and membrane permeability alterations. Hepatic stress was suggested by increased plasma aspartate aminotransferase (AST/GOT) activity, while pulmonary involvement was indicated by a significant elevation in myeloperoxidase (MPO) activity, consistent with early neutrophil activation and pulmonary inflammatory signaling.</p>
<p>Importantly, these biochemical alterations were detected within a short, 60-min ECC exposure window, and therefore represent early inflammatory activation and organ injury&#x2013;associated signals rather than established or irreversible organ dysfunction. Accordingly, the observed biomarker changes should be interpreted as early indicators of organ stress and inflammatory engagement, consistent with the acute phase of ECC exposure.</p>
<p>Collectively, these results demonstrate that short-term ECC in this murine model is sufficient to trigger rapid systemic inflammation accompanied by measurable biochemical signals associated with early organ stress (kidney, heart, liver, and lung). These findings provide biochemical evidence of early systemic and organ-specific responses to ECC, distinct from definitive multiorgan failure or terminal organ injury.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>The present study establishes a miniaturized murine extracorporeal circulation model for the characterization of early systemic hematologic, metabolic, and electrolyte dynamics during short-term extracorporeal circulation (ECC) exposure. Previous reports suggested that blood&#x2013;artificial surface interaction can induce early innate immune activation following (<xref ref-type="bibr" rid="B41">Wiener-Kronish and Nozari, 2014</xref>), platelet homeostasis altered during ECC (<xref ref-type="bibr" rid="B16">Li et al., 2024</xref>; <xref ref-type="bibr" rid="B12">Jung et al., 2025</xref>), arterial pH and bicarbonate remained stable during early ECC exposure (<xref ref-type="bibr" rid="B18">Ma et al., 2017</xref>), and early disruptions in systemic electrolyte regulation (<xref ref-type="bibr" rid="B37">Van den Eynde et al., 2021</xref>). Within a 60-min ECC window, we observed coordinated alterations across multiple physiological domains, including hematologic, metabolic, electrolyte, and inflammatory parameters. Specifically, ECC induced rapid changes in leukocyte distributions, characterized by neutrophilia, lymphopenia, and monocytosis, Platelet count and plateletcrit declined, accompanied by increases in platelet size indices. Metabolically, circulating lactate levels increased progressively. In parallel, selective electrolyte perturbations were observed, including time-dependent hyperkalemia, stable sodium levels, and modest alterations in chloride and ionized calcium. Importantly, these observed changes represent early systemic perturbations during ECC initiation, rather than definitive evidence of tissue hypoperfusion, shock, or irreversible organ dysfunction. The stability of core physiological parameters, including body temperature and acid&#x2013;base balance, underscores the controlled and reproducible nature of the experimental platform. Collectively, this model provides a robust framework for investigating the initial biological responses to ECC, offering mechanistic insight into how hematologic, metabolic, electrolyte, and inflammatory processes begin to diverge shortly after ECC initiation.</p>
<p>Compared to existing murine ECC models (<xref ref-type="bibr" rid="B23">Mukhopadhyayet al., 2018</xref>; <xref ref-type="bibr" rid="B24">Natanov et al., 2019</xref>; <xref ref-type="bibr" rid="B31">Smood et al., 2025</xref>), our system offers superior reproducibility and accessibility through its pre-configured, single-use circuit design, which minimizes priming volume and operational complexity. This advantage is critical for large-scale therapeutic screening and genetic studies. The observed &#x201c;inflammatory storm,&#x201d; a fundamental aspect of post-ECC complications, is primarily triggered by the interaction of blood with the artificial surfaces of the circuit (<xref ref-type="bibr" rid="B3">Dhar et al., 2019</xref>). This interaction activates complement cascades, platelets, and endothelial cells. The substantial increase in neutrophils, which are the primary effector cells of innate immunity, directly results from this activation and plays a critical role in subsequent end-organ damage through the release of proteases and reactive oxygen species (<xref ref-type="bibr" rid="B42">Yang et al., 2024</xref>). Platelet-derived mediators (e.g., PF4, CD40L) may further amplify neutrophil recruitment and activation, creating a positive feedback loop that exacerbates inflammation (<xref ref-type="bibr" rid="B27">Ribeiro et al., 2019</xref>). These findings also were supported in our model. Notably, because our inflammatory readouts were limited to IL-1&#x3b2;, IL-6, TNF-&#x3b1;, and IL-18, the broader inflammatory landscape (e.g., complement activation and additional cytokine/chemokine networks) remains incompletely characterized and should be addressed in future studies.</p>
<p>A pivotal finding of our study is the development of significant metabolic acidosis, driven by lactate accumulation (<xref ref-type="bibr" rid="B32">Soliman et al., 2016</xref>). This condition indicates a shift to anaerobic metabolism, likely resulting from multiple factors, including hemodilution-induced anemia, microemboli, and dysregulated inflammatory signaling that disrupts microcirculatory flow, rather than global circulatory failure (<xref ref-type="bibr" rid="B21">Mallat and Vallet, 2021</xref>). The resulting electrolyte imbalances hold paramount clinical significance. Hyperkalemia, a life-threatening complication, can be attributed to both acidosis-induced transcellular shifts of potassium and potential impairment of renal perfusion (<xref ref-type="bibr" rid="B20">Malik, 2012</xref>). The notable hypocalcemia, often overlooked in experimental models, can directly impair cardiac contractility and exacerbate coagulopathy, reflecting critical challenges in managing post-cardiotomy patients (<xref ref-type="bibr" rid="B34">Srichuachom et al., 2025</xref>).</p>
<p>Our miniaturized murine ECC model represents a significant advancement over previous systems (<xref ref-type="bibr" rid="B24">Natanov et al., 2019</xref>; <xref ref-type="bibr" rid="B14">Kharnaf et al., 2022</xref>; <xref ref-type="bibr" rid="B19">Madrahimov et al., 2023</xref>). The seminal work by <xref ref-type="bibr" rid="B7">Haverich et al. (2017)</xref> successfully established a murine CPB model to address the specific challenges of deep hypothermic circulatory arrest. Building directly upon this foundational methodology, we developed a standardized, accessible, and cost-effective circuit kit. This technical advancement substantially lowers the barrier to entry, enabling a shift in research focus toward sustained investigations of ECC pathophysiology under normothermic conditions. Importantly, the present model is designed to investigate early initiation-phase biology under controlled conditions, rather than to replicate prolonged extracorporeal life support or to infer late-stage organ failure trajectories.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Limitations</title>
<p>Despite these advancements, we acknowledge specific limitations inherent in the current model setup. First, the circuit employs a conventional membrane oxygenator with a static gas supply, which lacks the dynamic responsiveness required to accommodate rapid physiological fluctuations in mice and may constrain fine control of gas exchange. This limitation may compromise gas exchange efficiency and safety. In addition, the present platform uses a roller-type peristaltic pump, which may warrant consideration with respect to potential air entrainment and drainage-related instability when compared with centrifugal pump systems in miniaturized circuits. Future iterations will explore the feasibility of integrating a centrifugal pump to further improve operational safety and circuit stability. Moreover, the invasive nature of multi-site cannulation and monitoring, including the use of a rectal probe for core temperature measurement, introduces further procedural stress. Looking ahead, our ongoing efforts aim to refine technology to minimize invasiveness and enhance data fidelity. To address the limitations of gas supply control, future iterations will incorporate an adaptive gas supply system, as pioneered by <xref ref-type="bibr" rid="B40">Wang et al. (2025)</xref>. Second, direct hemodynamic measurements were not obtained. Continuous monitoring of mean arterial pressure (MAP), heart rate trends, cardiac output, and microcirculatory perfusion was not performed, limiting mechanistic interpretation of systemic perfusion. Consequently, conclusions regarding systemic hypoperfusion, microcirculatory failure, or shock-like states cannot be made, and metabolic changes should be interpreted as indicators of early systemic stress rather than confirmed perfusion deficits. Future work will prioritize integration of invasive arterial pressure monitoring and microcirculatory imaging to strengthen physiological inference. Third, although priming volume and blood sampling were minimized, residual hemodilution cannot be fully excluded in this small-animal ECC model and may subtly influence sensitive metabolic and electrolyte measurements. To further mitigate this confounder and improve animal welfare, future studies will adopt microsampling strategies and low-volume analytical platforms to reduce blood loss while preserving analytical precision. In addition, the observation window was limited to 60 min, which restricts interpretation to acute initiation-phase responses; delayed inflammatory sequelae, survival outcomes, and progressive organ dysfunction cannot be assessed in the current study. Accordingly, while we included early organ stress&#x2013;associated plasma biomarkers, these readouts do not establish structural tissue injury in the absence of histological confirmation or longitudinal functional outcome assessment. Fourth, the sample size was modest (n &#x3d; 6 per group), and no formal <italic>a priori</italic> power calculation was performed, consistent with an initial feasibility- and model-characterization design. Larger, outcome-driven cohorts will be required to confirm effect sizes across multiple endpoints, strengthen statistical power, and improve generalizability. Fifth, this study was conducted exclusively in male C57BL/6 mice, which may limit the generalizability of the findings. Biological sex is known to influence inflammatory responses, platelet function, and metabolic regulation&#x2014;processes central to ECC-associated pathophysiology. While the use of male mice reduced variability related to estrous cycling during initial model establishment, future studies will incorporate female animals to evaluate sex-dependent responses and enhance translational relevance.</p>
<p>Collectively, these limitations indicate that the current platform is optimized for studying early, acute-phase systemic responses to short-term ECC exposure, rather than for definitive assessment of hemodynamic failure or delayed organ dysfunction.</p>
</sec>
<sec sec-type="conclusion" id="s6">
<label>6</label>
<title>Conclusion</title>
<p>In summary, this study establishes a miniaturized murine ECC model to characterize early, acute-phase systemic responses during short-term ECC. Rather than recapitulating advanced organ failure, the model provides a reproducible framework for investigating initial hematologic, metabolic, electrolyte, and inflammatory perturbations, and for preclinical evaluation of strategies targeting early ECC-associated stress.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec sec-type="ethics-statement" id="s8">
<title>Ethics statement</title>
<p>The animal study was approved by the Institutional Review Board of Zhejiang University School of Medicine (approval number ZJU20240505, date of approval: 5 July 2024). The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="s9">
<title>Author contributions</title>
<p>XW: Conceptualization, Data curation, Formal Analysis, Writing - original draft. XC: Conceptualization, Data curation, Formal Analysis, Writing - original draft. XP: Investigation, Writing - original draft. YG: Investigation, Writing - original draft. RS: Investigation, Writing - original draft. YZ: Investigation, Writing - original draft. AA: Investigation, Writing - original draft. JG: Investigation, Writing - original draft. QP: Investigation, Writing - original draft. HT: Funding acquisition, Supervision, Writing - review and editing. HC: Funding acquisition, Supervision, Writing - review and editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>The authors would like to thank the technical staff at the Core Facilities of Zhejiang University School of Medicine (CFZSM), specifically Yingying Huang, Xin Shen, and Nan Zhou, for their expert assistance. We are also grateful to the faculty of the Functional Branch of the Basic Medical Science Experimental Teaching Center at Zhejiang University, namely, Ruhuan Mei, Yu Fang, and Xuyun Li, for their valuable support. <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref> support was provided by Figdraw.</p>
</ack>
<sec sec-type="COI-statement" id="s11">
<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="s12">
<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="s13">
<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>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1216199/overview">Dawid L. Staudacher</ext-link>, University Heart Center Freiburg, Germany</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1288332/overview">Diethart Schmid</ext-link>, Medical University of Vienna, Austria</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3286046/overview">Trasha Shetty</ext-link>, All India Institute of Medical Sciences, Rishikesh, India</p>
</fn>
</fn-group>
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