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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
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<issn pub-type="epub">2296-4185</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">1630615</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2025.1630615</article-id>
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<subj-group subj-group-type="heading">
<subject>Original Research</subject>
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</article-categories>
<title-group>
<article-title>Biomechanical investigation of elbow dislocation: comparative analysis using <italic>Papio anubis</italic> baboon and human cadaver models</article-title>
<alt-title alt-title-type="left-running-head">Al Kork 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/fbioe.2025.1630615">10.3389/fbioe.2025.1630615</ext-link>
</alt-title>
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<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Al Kork</surname>
<given-names>Samer</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author">
<name>
<surname>Youssef</surname>
<given-names>Karim</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Said</surname>
<given-names>Sherif</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Beyrouthy</surname>
<given-names>Taha</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Amirouche</surname>
<given-names>Farid</given-names>
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<sup>2</sup>
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<surname>Abraham</surname>
<given-names>Edward</given-names>
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<sup>2</sup>
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<sup>&#x2020;</sup>
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<aff id="aff1">
<label>1</label>
<institution>College of Engineering and Technology, American University of the Middle East</institution>, <city>Egaila</city>, <country country="KW">Kuwait</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Department of Orthopaedic Surgery, University of Illinois at Chicago</institution>, <city>Chicago</city>, <state>IL</state>, <country country="US">United States</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Samer Al Kork, <email xlink:href="mailto:samer.alkork@aum.edu.kw">samer.alkork@aum.edu.kw</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>&#x2020;</label>
<p>Deceased</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-19">
<day>19</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1630615</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>04</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Al Kork, Youssef, Said, Beyrouthy, Amirouche and Abraham.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Al Kork, Youssef, Said, Beyrouthy, Amirouche and Abraham</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-19">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 study investigates the biomechanical mechanisms underlying elbow dislocation, emphasizing the role of flexion angle and forearm rotation on joint stability. Simulating realistic fall dynamics and injury conditions remains a major challenge in experimental biomechanics, and this work addresses that gap through controlled <italic>in vitro</italic> testing and computational modeling. Seventy <italic>Papio anubis</italic> (baboon) and twenty-one human cadaveric arms were tested under axial and hyperextension loading conditions to evaluate dislocation thresholds and ligament failure sequences. These trials indicate that maintaining bone integrity and soft-tissue support may restore elbow stability through severalnonsurgical strategies. Across both models, dislocation resistance increased with elbow flexion and was significantly greater in pronation compared to supination. The results demonstrate that maintaining bony congruence and soft-tissue integrity substantially enhances stability and that complete dislocation typically requires combined ligament rupture and bony failure. Across 0&#xb0;&#x2013;45&#xb0; of flexion, Stage III dislocation thresholds reached approximately 1.9&#x2013;2.2&#xa0;kN in pronation versus 0.8&#x2013;1.0&#xa0;kN in supination for <italic>Papio anubis</italic>, closely matching the human mean of 1.94&#xa0;kN. Finite-element simulations confirmed these patterns, revealing stress localization at the coronoid process and radial head consistent with early-stage dislocation. The results highlight the translational relevance of the baboon model for studying human elbow instability and provide a validated framework for future surgical and rehabilitation strategies. These findings advance the mechanical understanding of elbow instability and emphasize how forearm orientation and flexion angle influence load distribution, ligament strain, and the sequence of failure.</p>
</abstract>
<kwd-group>
<kwd>biomechanics</kwd>
<kwd>elbow dislocation</kwd>
<kwd>fracture</kwd>
<kwd>collateral ligaments</kwd>
<kwd>
<italic>Papio anubis</italic> baboon</kwd>
<kwd>human cadaver</kwd>
<kwd>sports injury</kwd>
<kwd>stages of dislocation</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 bio-mechanics research lab at the University of Illinois at Chicago and the Department of Orthopedics Surgery at University of Illinois at Chicago Medical Center and the Robotics Research Center at American University of the Middle East AUM.</funding-statement>
</funding-group>
<counts>
<fig-count count="24"/>
<table-count count="10"/>
<equation-count count="5"/>
<ref-count count="29"/>
<page-count count="24"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Biomechanics</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>The elbow is the second most frequently dislocated major joint in adults and the most frequently dislocated in young people (<xref ref-type="bibr" rid="B14">Kuhn and Ross, 2008</xref>; <xref ref-type="bibr" rid="B5">Barco et al., 2023</xref>; <xref ref-type="bibr" rid="B10">Hyv&#xf6;nen et al., 2019</xref>). Elbow dislocations range from simple to complex. Complex acute dislocations may involve fractures, patient apprehension, and pain (<xref ref-type="bibr" rid="B5">Barco et al., 2023</xref>) and may require surgical intervention (<xref ref-type="bibr" rid="B6">Cohen and Hastings, 1998</xref>). Simple dislocations are defined as those accompanied only by small avulsions (1&#x2013;2&#xa0;mm) or limited to soft-tissue injury (<xref ref-type="bibr" rid="B12">Josefsson et al., 1984</xref>; <xref ref-type="bibr" rid="B24">Robinson et al., 2017</xref>; <xref ref-type="bibr" rid="B26">Schnetzke et al., 2021</xref>). Some patients show no residual symptoms (<xref ref-type="bibr" rid="B12">Josefsson et al., 1984</xref>). Most simple dislocations can be managed nonoperatively with good long-term outcomes without surgical interventions (<xref ref-type="bibr" rid="B24">Robinson et al., 2017</xref>) by immobilization, while some do require surgeries (<xref ref-type="bibr" rid="B17">M&#xfc;hlenfeld et al., 2022</xref>). Untreated posterior dislocation often leads to stiffness, pain, and deformity (<xref ref-type="bibr" rid="B21">Pal et al., 2021</xref>).</p>
<p>In sports and daily activity, the elbow frequently experiences complex loading that combines axial compression, valgus stress, and rotational torque. Forceful impacts&#x2014;such as spiking in volleyball, throwing in baseball, or blocking a shot in soccer&#x2014;can drive posterior dislocation by coupling hyperextension with forearm rotation. Injuries to the elbow, forearm, and wrist together account for roughly one-quarter of all sports-related upper limb injuries (<xref ref-type="bibr" rid="B16">Magra et al., 2007</xref>), though their frequency varies by sport and position. Elbow dislocation may also result from falls from height, trampoline use in children, or industrial accidents (<xref ref-type="bibr" rid="B11">Josefsson and Nilsson, 1986</xref>; <xref ref-type="bibr" rid="B15">Lewallen et al., 2023</xref>; <xref ref-type="bibr" rid="B7">Gong et al., 2023</xref>).</p>
<p>
<xref ref-type="table" rid="T1">Table 1</xref> summarizes most common elbow injury that occurs in most common played sports <sup>4</sup> as reported from (<xref ref-type="bibr" rid="B16">Magra et al., 2007</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Sports and common elbow injuries (adapted from (<xref ref-type="bibr" rid="B16">Magra et al., 2007</xref>)).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sport</th>
<th align="left">Common injury</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">American Football</td>
<td align="left">Valgus stress when throwing a pass; hyperextension and dislocation, and olecranon bursitis resulting from direct trauma</td>
</tr>
<tr>
<td align="left">Baseball</td>
<td align="left">Valgus stress of pitching: medial traction, lateral compression, posterior abutment</td>
</tr>
<tr>
<td align="left">Basketball</td>
<td align="left">Posterior compartment with follow-through on jump shot</td>
</tr>
<tr>
<td align="left">Bowling</td>
<td align="left">Flexor&#x2013;pronator strain</td>
</tr>
<tr>
<td align="left">Gymnastics</td>
<td align="left">Radiocapitellar overload and posterior impingement during weight-bearing on the extended elbow</td>
</tr>
<tr>
<td align="left">Soccer</td>
<td align="left">Lateral epicondylitis through hyperextension of the elbow when blocking a shot</td>
</tr>
<tr>
<td align="left">Volleyball</td>
<td align="left">Valgus stress at impact of spiking</td>
</tr>
<tr>
<td align="left">Weight lifting</td>
<td align="left">Ulnar collateral ligament sprain, ulnar nerve irritation</td>
</tr>
<tr>
<td align="left">Water skiing</td>
<td align="left">Valgus extension overload of posterior compartment with trick skiing</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Hildebrand et al., reported (<xref ref-type="bibr" rid="B8">Hildebrand et al., 1999</xref>) an annual incidence of approximately 6&#x2013;8 cases per 100,000 people; these represent 11%&#x2013;28% of all elbow injuries. In addition to dislocations at the elbow, there are different types of fractures that occur at the elbow from a number of these activities mentioned above. It&#x2019;s also noted that 30% of elbow fractures in adults occur in the radial head. A fracture of the radial head (see <xref ref-type="fig" rid="F1">Figure 1A</xref>). Olecranon process fractures account for 20% of all elbow injuries in adults. Coronoid process fractures occur in 10%&#x2013;15% of dislocations of the elbow. <xref ref-type="fig" rid="F1">Figure 1B</xref> illustrates a coronoid process fracture.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Radial head fracture. <bold>(B)</bold> Coronoid process fracture.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g001.tif">
<alt-text content-type="machine-generated">X-ray images labeled A and B display an elbow joint with a red circle and arrow indicating a specific area of interest, likely highlighting a fracture or anomaly.</alt-text>
</graphic>
</fig>
<p>The mechanical pathway of elbow dislocation has been conceptualized through several landmark studies. O&#x2019;Driscoll and colleagues (<xref ref-type="bibr" rid="B19">O&#x2019;Driscoll et al., 1992</xref>; <xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>) proposed a three-stage progression of posterolateral instability initiated by external rotation and valgus loading. Wake et al. (<xref ref-type="bibr" rid="B29">Wake et al., 2004</xref>) further demonstrated that axial compression at low flexion angles produces sequential fracture&#x2013;dislocation patterns. Despite these advances, few studies have systematically compared the role of forearm rotation and flexion angle on dislocation thresholds under controlled loading.</p>
<p>To address this gap, the present work integrates two complementary experimental models&#x2014;juvenile <italic>Papio anubis</italic> and human cadaveric elbows&#x2014;to test the hypothesis that pronation and increased flexion enhance elbow stability by improving ulnohumeral congruence and ligament tension. Using standardized axial and hyperextension loading, the study quantifies dislocation thresholds, ligament rupture sequences, and fracture patterns across flexion angles. The comparative analysis between species establishes the translational validity of the baboon model and provides a biomechanical framework for understanding injury mechanisms relevant to sports and trauma surgery.</p>
<p>This paper aims to improve the understanding of elbow dislocation by exhibiting an experimental study on human cadavers and <italic>Papio anubis</italic> baboon arms in different scenarios. Indeed, as it will be shown in the paper, different aspects of similarity exist between baboon and human arms and allow to conduct cost-effective experiments on elbow dislocation with baboon arms. The study involves different arm configurations and loads with an observation of the sequences of events occurring in the different components of the arm and the elbow. The experimental investigation conducted with baboon and human cadaver arms allowed to construct a clear view of sequences of ligament ruptures and dislocation stages. As reported above, such an understanding is fundamental as it provides measures of prevention and treatment.</p>
<p>The paper is organized as follows. In <xref ref-type="sec" rid="s2">Section 2</xref>, previous work on elbow dislocation mechanisms is presented. <xref ref-type="sec" rid="s3">Section 3</xref> presents the experimental procedure for baboon arms and human cadaver arms. <xref ref-type="sec" rid="s4">Section 4</xref> shows the experimental results obtained with both studies, followed by a discussion and a conclusion in <xref ref-type="sec" rid="s5">Section 5</xref>.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Mechanics of elbow dislocation</title>
<p>The mechanism of elbow dislocation remains debated and has been described in multiple ways by different investigators (<xref ref-type="bibr" rid="B24">Robinson et al., 2017</xref>; <xref ref-type="bibr" rid="B5">Barco et al., 2023</xref>). It is essential to understand the factors that could lead to elbow injuries and instability and to establish measures of diagnosis and treatment (<xref ref-type="bibr" rid="B17">M&#xfc;hlenfeld et al., 2022</xref>) or prevention in different cases, like pediatric sports in particular (<xref ref-type="bibr" rid="B16">Magra et al., 2007</xref>). Reconstructing falling is one of the most challenging problems in bio-mechanics. Current models which attempt to reconstruct falls usually focus on inverse dynamics where muscle forces are determined mathematically.</p>
<p>Different groups of instability and fracture dislocation patterns were shown in (<xref ref-type="bibr" rid="B22">Reichert et al., 2021</xref>) and were proposed to be helpful in recognizing the injury mechanism and possible treatments. These groups involve:</p>
<list list-type="simple">
<list-item>
<p>1. The terrible triad, an elbow dislocation affecting different parts of the elbow joint affected: fractured coronoid process fractured, disrupted soft tissues disrupted and others (<xref ref-type="bibr" rid="B22">Reichert et al., 2021</xref>; <xref ref-type="bibr" rid="B13">Kani and Chew, 2019</xref>).</p>
</list-item>
<list-item>
<p>2. The Monteggia fracture: a proximal third of the ulna fractured with the radial head dislocated (<xref ref-type="bibr" rid="B22">Reichert et al., 2021</xref>; <xref ref-type="bibr" rid="B23">Ring, 2013</xref>).</p>
</list-item>
<list-item>
<p>3. Groups for the fracture-dislocations of the following: posterior radial head, Anteromedial coronoid and Trans-olecranon. The most common mechanism for traumatic posterior elbow dislocations (accounting for approximately 80% of all dislocations (<xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>)) typically occurs when an individual falls and lands on an outstretched hand, as illustrated in <xref ref-type="fig" rid="F2">Figure 2A</xref>. Upon impact with the ground, this action exerts a compressive force on the elbow joint, leading to the dislocation. Typically, there is a turning motion in this compressive force. This can drive and rotate the elbow out of its socket. Elbow dislocations can also happen in car accidents when the passengers reach forward to cushion the impact. A decisive solid blow to the posterior aspect of a flexed elbow may result in anterior dislocation of the elbow. This force drives the olecranon forward in relation to the humerus. Anterior dislocations and any open fracture are commonly associated with disruption of the brachial artery and/or injury to the median nerve.</p>
</list-item>
</list>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Falling onto an outstretched hand. <bold>(B)</bold> Blocking a shot.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g002.tif">
<alt-text content-type="machine-generated">Illustration showing two scenes: A) A person falling backward with arms extended behind for support, highlighting arm strain in red. B) A person diving sideways attempting to catch a soccer ball, again emphasizing arm strain in red.</alt-text>
</graphic>
</fig>
<p>Hyperextension force at the elbow with forearm supinated is another known mechanism (<xref ref-type="bibr" rid="B28">Tyrdal and Olsen, 1998</xref>) illustrated in <xref ref-type="fig" rid="F2">Figure 2B</xref>. Combined hyperextension and supination have been claimed as the cause of lateral epicondylitis if the pain is localized laterally. It was reported according to an epidemiological study that 75% of soccer goalkeepers experience elbow problems through their career in which 95% sustain pain through hyperextension of the elbow when blocking a shot (<xref ref-type="bibr" rid="B27">Tyrdal and Bahr, 1996</xref>).</p>
<sec id="s2-1">
<label>2.1</label>
<title>Instability in elbow dislocation and subluxation</title>
<p>In an elbow subluxation and dislocation investigation (<xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>; <xref ref-type="bibr" rid="B19">1992</xref>), O&#x2019;Driscoll et al., designed an experiment to test the validity of the hypothesis that the elbow can be dislocated posteriorly with a functionally intact anterior medial collateral ligament (AMCL) and also determine the mechanism or kinematics of such dislocation and its clinical relevance. Thirteen upper extremities (seven right, six left) were used in this study. The humerus was dis-articulated from the shoulder joint as well as the radius and the ulna was dis-articulated from the wrist. All non-ligament soft tissues were removed, keeping the tissue around the elbow joint and the tendon insertion of the biceps, brachialis and triceps intact. The humerus was securely fixed in non-magnetic plastic frame and positioned so that the forearm moved in a horizontal plane with flexion and extension of the elbow for optimal testing of valgus instability. Loads of 1&#xa0;kg for the biceps and brachialis and 2&#xa0;kg for the triceps were used to simulate muscle tone. A 3 Space Isotrak electromagnetic tracking system was fixed to the plastic frame to which the humerus is firmly secured. The sensor was attached to the proximal of the ulna. The origin and insertion of the AMCL was digitized. The distance between the humerus and the ulna was calculated in real-time. External rotation and valgus moment with axial forces resulted in posterior elbow dislocation in twelve of the thirteen specimens with anterior medial collateral ligament intact (AMCL). O&#x2019;Driscoll et al., assumed that the mechanism of dislocation during a fall on the outstretched hand would involve the body rotating internally on the elbow (<xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>; <xref ref-type="bibr" rid="B19">1992</xref>; <xref ref-type="bibr" rid="B18">O&#x2019;Driscoll, 1999</xref>), which experiences an external rotation and valgus moment as it flexes. Experimental results also showed that dislocation occurs at 80 degrees of flexion with poster lateral rotation of 34&#x2013;50&#xb0; and 5&#x2013;23 degrees of valgus moment. He also suggested that posterior dislocation can be reduced in supination. O&#x2019;Driscoll et al., defined dislocation as the final of 3 instability stages resulting from posterolateral rotation, with a disruption of soft tissues progressing from lateral side to medial side.</p>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>Elbow dislocation by axial compressive load</title>
<p>In another experimental and 2D Finite Element (FE) investigation shown in (<xref ref-type="bibr" rid="B29">Wake et al., 2004</xref>), Wake studied the bio-mechanical analysis of the mechanism of elbow dislocation by a compressive force.</p>
<p>Fifty-three intact elbows where chosen for this study, where the humerus was cut transversely 90&#xa0;mm proximally to the distal joint surface. The radius and the ulna were transected evenly at a point either 60&#xa0;mm (short ulna model) or 90&#xa0;mm extended ulna model) distally to the Coronoid tip. In this study, the humerus, radius, and ulna were fixed in dental resin to a depth of 30&#xa0;mm in the specimen holders of the loading apparatus. Axial compressive loads were applied at 10&#xa0;mm/min while the elbow joint being flexed at 15&#xb0; of extension and 0&#xb0;, 30&#xb0;, 60&#xb0; or 90&#xb0; of flexion in custom made apparatus.</p>
<p>The loading experiments produced various dislocations and fractures of the humeral shaft (13%), supracondyle (30%) and radial or ulnar shaft (28%). Anterior fracture-dislocation [type II: with Olecranon fracture at 60&#xb0; flexion position or 90&#xb0; flexion position occurred when the load was applied at 60&#xb0; and 90&#xb0; of flexion. In the 60&#xb0; flexion position and 60&#xa0;mm forearm length, type II or combined types I and II occurred.</p>
<p>Posterior fracture-dislocation [type I: with Coronoid fracture, at 15&#xb0; extension, at 0&#xb0; flexion position, and 30&#xb0; flexion position occurred from 15&#xb0; of extension to 30&#xb0; of flexion. All cases had a concurrent coronoid process and radial head or neck fractures. At 90&#xb0; of flexion, the humerus catches on the Olecranon to develop a fracture of the Olecranon, which is presumed to have caused the failure of the posterior supporting systems.</p>
</sec>
<sec id="s2-3">
<label>2.3</label>
<title>Elbow dislocation by hyperextension load</title>
<p>Hyperextension at the elbow joint is another known mechanism of elbow dislocation. Tydral designed in (<xref ref-type="bibr" rid="B28">Tyrdal and Olsen, 1998</xref>) an experiment to produce a combined hyperextension and supination at the elbow joint and observed the lateral ligament lesions induced. In this study, ten elbow cadavers from five male donors with a mean age of 28.8&#xa0;years were used. Relatively young donors were chosen since age-related changes are commonly expected in human tissue and specimens near the same age range as active athletes were wanted. All skin and fatty tissues were dissected away leaving the ligaments around the elbow joint and the forearm muscles intact. A three-dimensional loading apparatus was developed to study the kinematics of elbow dislocation. The humerus was mounted horizontally in the loading apparatus, and fixed with one screw and four hose clamps. The rotation was blocked by one lateral screw.</p>
<p>The forearm was connected to the mobile lever arm by two screws through the proximal ulna. The nylon line was fixed to an eyelet screw going through the distal radius from the volar side. Hyperextension force was applied in the form of bags filled with an increasing amount of water. The bags were also allowed to fall from 1.5 to 2&#xa0;m. The loads were applied at the elbow being in maximal extension and in full supination to imitate the kind of trauma cased by a handball. The impact of the falling bags corresponded to the effects of a handball (450&#xa0;g) hitting the distal forearm at different speeds (<xref ref-type="bibr" rid="B27">Tyrdal and Bahr, 1996</xref>). The experimental loads applied at the last trauma corresponded to the speed of a handball between 65 and 200&#xa0;km/h. The hyperextension loads resulted in three different injuries to the ligaments: (1) anterior capsule rupture, (2) avulsion of the proximal insertion of the medial and (3) the lateral collateral ligaments. The lesion was only visible from the inside of the joint, but in some cases the lateral lesion could also be seen from the outside. Cartilage lesions of the Olecranon or the humerus were not observed.</p>
</sec>
<sec id="s2-4">
<label>2.4</label>
<title>Posterolateral stability of the elbow</title>
<p>Another possible mechanism of elbow dislocation is recurrent posterolateral rotatory instability (<xref ref-type="bibr" rid="B27">Tyrdal and Bahr, 1996</xref>). The combination of elbow dislocation with fractures of the radial head and the coronoid process has been termed the terrible triad by Hotchkiss in (<xref ref-type="bibr" rid="B9">Hotchkiss, 1996</xref>). Schneeberger designed in (<xref ref-type="bibr" rid="B25">Schneeberger et al., 2004</xref>) an experimental setup to evaluate the role of the radial head and coronoid process as posterolateral rotatory stabilizers of the elbow joint. Ten fresh-frozen upper extremities cadavers with no evidence of pathological changes at the elbow were used for this study; two were used for a pilot evaluation, and eight were used for measurements. The limbs were amputated through the proximal third of the humerus and dis-articulated at the wrist. All soft tissue around the elbow joint was left intact during the study.</p>
<p>The upper arm was fixed to a specifically designed frame using a large AO external fixator with two bicortical 4.5-mm Steinmann pins placed through the humeral shaft. A standardized surgical approach was designed to gain access to the coronoid process and radial head for this experiment. The approach consisted of two osteotomies-one of the lateral epicondyle and one of the ulnar insertion of the lateral ulnar collateral ligament-performed with an oscillating saw. The posterolateral rotatory displacement of the ulna was measured after application of a valgus and supinating torque (1) in seven intact elbows, (2) after radial head excision, (3) after sequential resection of the coronoid process, (4) after subsequent insertion of each of two different types of metal radial head prostheses (a rigid implant and a bipolar implant with a floating cup, and (5) after subsequent reconstruction of the coronoid with each of two different techniques in the same Cadaver elbow.</p>
<p>This vivo study showed that the posterolateral rotatory laxity averaged 5.4&#xb0; in the intact elbow at 60&#xb0; of flexion. Excision of the radial head in an elbow with intact collateral ligament caused a mean posterolateral rotatory laxity of 18.6&#xb0; (p &#x3c; 0.0001). The elbows with a defect of 50% or 70% of the coronoid, loss of the radial head, and intact ligaments could not be stabilized by radial head replacement alone, but additional coronoid reconstruction restored stability. Resection of 30%, 50%, and 70% of the coronoid process resulted in detachment of the annular ligament at the base of the coronoid of approximately 50%, 70%, and 90%, respectively. In clinical replacement, replacing the radial head with a rigid implant seems to restore stability better than replacing a floating prosthesis.</p>
</sec>
<sec id="s2-5">
<label>2.5</label>
<title>The three-column concept</title>
<p>The three-column concept was proposed in (<xref ref-type="bibr" rid="B31">Watts et al., 2019</xref>) for elbow fracture with dislocations, into improving the understanding of injury patterns. The elements of the elbow joint were decomposed into three columns: medial, middle and lateral. This allowed for the proposal of a classification system for elbow fracture dislocations which can help in treating elbow injuries efficiently.</p>
</sec>
<sec id="s2-6">
<label>2.6</label>
<title>The &#x201c;reversed Horii circle&#x201d;</title>
<p>Magnetic resonance imaging and radiography datasets of 64 patients were used in (<xref ref-type="bibr" rid="B26">Schnetzke et al., 2021</xref>) to analyze the mechanism and injury patterns in elbow dislocations. Among the study&#x2019;s findings, a &#x201c;reversed Horii circle&#x201d; was proposed, with a medial force of induction that originates and continues from medial to anterior. This term is used in the context of the &#x201c;Horii circle&#x201d;, the term used for the disruption of soft tissue from lateral to medial, described by O&#x2019;Driscoll et al. (<xref ref-type="bibr" rid="B19">O&#x2019;Driscoll et al., 1992</xref>; <xref ref-type="bibr" rid="B18">O&#x2019;Driscoll, 1999</xref>)</p>
</sec>
</sec>
<sec sec-type="materials|methods" id="s3">
<label>3</label>
<title>Materials and methods</title>
<sec id="s3-1">
<label>3.1</label>
<title>Experimental investigation of elbow dislocation in baboon arms</title>
<p>This study experimentally investigated elbow dislocation using the arms of the <italic>Papio anubis</italic> baboon, as illustrated in <xref ref-type="fig" rid="F3">Figure 3A</xref> (<xref ref-type="bibr" rid="B4">Alkork, 2011</xref>). Baboons were selected for their close anatomical similarity to the human elbow joint and their accessibility through established university research programs. In addition, baboon arms provide a cost-effective and logistically feasible alternative to human cadavers, which are limited in availability, highly regulated, and exhibit greater variability in donor health and tissue quality. The smaller scale and consistent anatomical features of baboon limbs make them well suited for controlled experimental setups and reproducible mechanical testing. Collectively, these factors support the use of the baboon as a valid and ethical intermediary model for studying elbow dislocation mechanisms prior to translation to human studies. Seventy female <italic>Papio anubis</italic> (2&#x2013;5&#xa0;years; mean weight, 10.8 &#xb1; 1.3&#xa0;kg) were divided into two main groups. Group I included 62 arms used for the mechanical analysis of elbow dislocation, and Group II included 8 arms reserved for anatomical dissection. The humerus was dis-articulated from the shoulder joint in these elbows, and the radius and ulna were dis-articulated at the wrist. In Group I, all arms were thawed and dissected free of soft tissues except for the elbow capsule and ligaments that were left intact. <xref ref-type="fig" rid="F3">Figure 3B</xref> shows the anterior medial collateral ligament (AMCL), posterior medial collateral ligament (PMCL), and lateral collateral ligament (LCL) in one of the used arms. The baboon cadaver&#x2019;s upper extremities were harvested from non-related research studies at University of Illinois at Chicago (UIC) and approved by the UIC institutional Animal Care and Use Committee (ACC). All experiments conducted on the baboon cadaver arms were performed in accordance with the ethical guidelines and regulations set by the University of Illinois at Chicago Animal Care Committee (UIC-ACC). The use of baboon cadaver tissue was approved by the UIC-ACC under protocol number [2005-19970101]. In this study, no live animals were used. All authors complied with the ARRIVE (Animal Research: Reporting of <italic>In Vivo</italic> Experiments) guidelines to ensure transparent and reproducible reporting of research involving animal-derived specimens.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> One of the baboon arms used in the study. <bold>(B)</bold> Posterior View of AMCL (Pink), PMCL (Orange) and LCL (Green).</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g003.tif">
<alt-text content-type="machine-generated">Panel A shows an amputated primate leg with greenish fur and a visible patch of skin. Panel B displays a close-up of pink tissue with a bluish area, having a smooth texture.</alt-text>
</graphic>
</fig>
<sec id="s3-1-1">
<label>3.1.1</label>
<title>Experimental procedure</title>
<p>Group I was subdivided into two groups: 1A, consisting of 46 arms tested with the Instron 5,500 machine applying an axial compression load at a constant rate of 10&#xa0;mm/min, and Group 1B, consisting of 16 arms examined by hyper-extending the elbow at the end of a tabletop. The Instron 5,500 universal testing machine (Instron Corp., Norwood, MA, United States) was operated in displacement control mode at a constant crosshead speed of 10&#xa0;mm/min. A 2&#xa0;kN load cell, calibrated before each trial using NIST-traceable weights, recorded the applied force. The humerus was rigidly fixed while axial compression was applied along the ulna&#x2013;radius axis until failure or dislocation occurred.</p>
<p>A jig apparatus (<xref ref-type="bibr" rid="B1">Abraham et al., 2007</xref>) was designed in <italic>PTC Creo (formerly Pro/ENGINEER)</italic> and manufactured for the experiments as shown in <xref ref-type="fig" rid="F4">Figure 4</xref> with its different components:</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> Testing apparatus. 1-Adjustable humerus, 2-Adjustable forearm holder 3- Metal cup. <bold>(B)</bold> Right elbow joint with 45&#xb0; of flexion and 90&#xb0; pronation with an axial load applied at 10&#xa0;mm/min.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g004.tif">
<alt-text content-type="machine-generated">Panel A shows a three-dimensional diagram of a mechanical testing apparatus with parts labeled one, two, and three. Panel B displays the apparatus in use, applying axial load to a specimen. A control panel is visible on the side.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<p>- A top plate that can be inclined and allows to adjust the angle of flexion and extension.</p>
</list-item>
<list-item>
<p>- An adjustable ring allowing for adjustment for different ulna and radius sizes.</p>
</list-item>
<list-item>
<p>- A metal cup holder that allows for smooth translation.</p>
</list-item>
<list-item>
<p>- A swiveling bar that allows one to have different angles of flexion.</p>
</list-item>
</list>
<p>In the experimental setup, the humerus was fixed to a plate and the ulna and radius were cemented to a metallic cup. The elbows were configured with different angles of flexion as illustrated in <xref ref-type="fig" rid="F5">Figure 5</xref>: 90&#xb0;, 45&#xb0;, 30&#xb0; and 0&#xb0;, and the ulna and radius were configured in 90&#xb0; pronation or 90&#xb0; supination.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Different angles of flexion for the baboon arms. <bold>(A)</bold> 90&#xb0;, <bold>(B)</bold> 45&#xb0;, <bold>(C)</bold> 30&#xb0; and <bold>(D)</bold> 0&#xb0;.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g005.tif">
<alt-text content-type="machine-generated">A series of four images labeled A to D, showcasing different experimental setups involving a piece of tissue clamped at one end and held in various mechanical devices. The devices are metallic and appear to measure the tissue&#x2019;s mechanical properties in different orientations and configurations.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>Experimental investigation of elbow dislocation in human cadaver arms</title>
<p>The study involved 21 human cadaveric elbows (12 male, 9 female). Cadavers were stored at approximately &#x2212;20 &#xb0;C and thawed 24&#xa0;h before testing. Bone mineral density (DXA) values ranged from &#x2212;0.3 to &#x2212;1.2 T-score. All specimens were donated for research purposes. Donor ages ranged from 45 to 82&#xa0;years (mean &#x3d; 63 &#xb1; 10&#xa0;years), with no documented history of musculoskeletal or orthopedic disorders that could affect joint integrity. Each specimen was examined for visible deformities or degenerative changes prior to testing. When donor medical information was incomplete, this limitation was explicitly noted to maintain transparency in interpreting tissue behavior and mechanical response. Only one limb per donor was tested due to availability. When bilateral limbs were available, left/right selection was randomized. The use of human tissue in this study adhered to all relevant regulations and ethical guidelines, including the Declaration of Helsinki. Prior to use, written informed consent was obtained from the donors or their legal guardians. Studies involving human participants were reviewed and approved by the Institutional Review Board (IRB) of the University of Illinois at Chicago (Approval Number: 2005-19970102). All procedures were conducted in accordance with the ethical standards of the IRB. To ensure privacy and confidentiality, all donor identities were anonymized and de-identified before data analysis. The authors sincerely thank the donors and their families for their invaluable contributions to medical research. The cadaver arms were amputated through the proximal third of the humerus, and the radius and ulna were disarticulated at the wrist.</p>
<p>The target sample size for the cadaveric experiments <inline-formula id="inf24">
<mml:math id="m24">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>21</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> was determined based on both the feasibility and prior biomechanical investigations of upper-limb joints (<xref ref-type="bibr" rid="B29">Wake et al., 2004</xref>; <xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>) typically employ 10&#x2013;25 specimens to capture inter-individual variability. A preliminary pilot test with five cadaveric elbows (SD <inline-formula id="inf25">
<mml:math id="m25">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 580&#xa0;N; expected difference <inline-formula id="inf26">
<mml:math id="m26">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 1000&#xa0;N between flexion groups) indicated that a minimum of fourteen specimens would achieve 80% power <inline-formula id="inf27">
<mml:math id="m27">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.05</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> to detect a large effect size <inline-formula id="inf28">
<mml:math id="m28">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>1.7</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. Consequently, 21 samples were included to exceed this requirement and ensure adequate statistical strength while remaining within ethical and logistical constraints.</p>
<p>In all 21 cadaver arms the skin, subcutaneous tissues and muscles were excised. To preserve the integrity of the elbow joint, the lateral collateral ligament, medial collateral ligament and the radial collateral ligament were left intact along with the joint capsule. In each setup, and as in the use case of the baboon elbows, the humerus was fixed to a plate, and the ulna and radius were cemented to a metallic cup. Also, the elbows were configured with different flexion angles, and the ulna and radius were configured in pronation or supination. A jig apparatus was designed by Pro Engineer Software and manufactured for the experiments (see <xref ref-type="fig" rid="F6">Figure 6</xref>). The apparatus is designed similar to the one used with the baboon arms but with modifications to allow it to hold more load and different elbow dimensions.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Loading apparatus used with human cadaver arms.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g006.tif">
<alt-text content-type="machine-generated">Left panel shows a biomechanical testing device holding a skeletal leg model at an angle, assembled with metal brackets and rods on a blue background. Right panel displays a similar apparatus securing a dissected biological leg specimen with exposed tissue for experimental testing.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="results" id="s4">
<label>4</label>
<title>Results</title>
<p>In this section, experimental results are shown. First, results of the study shown in 3.1 with baboon arms are shown, followed by results obtained with human cadaver arms as explained in 3.2.</p>
<sec id="s4-1">
<label>4.1</label>
<title>Experimental results with baboon arms</title>
<sec id="s4-1-1">
<label>4.1.1</label>
<title>Posterior elbow dislocation</title>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> shows the average loads needed to reproduce elbow dislocation. From these experiments, the following can be noted:<list list-type="simple">
<list-item>
<p>- The elbow joint could not be dislocated when flexed at 90&#xb0;, but it was possible to dislocate it with flexion of 0&#xb0;, 30&#xb0; and 45&#xb0;. However, with the 90&#xb0; flexion, the humerus was fractured in each trial. <xref ref-type="fig" rid="F7">Figure 7</xref> illustrates one of these cases.</p>
</list-item>
<list-item>
<p>- On average, 1960 N were required to dislocate the elbow with the forearm pronated and with a flexion of 30&#xb0; and 45&#xb0;.</p>
</list-item>
<list-item>
<p>- On average, 1030&#xa0;N were required to dislocate the elbow with the forearm supinated and with a flexion of 30&#xb0; and 45&#xb0;.</p>
</list-item>
<list-item>
<p>- With supination or pronation, and a flexion of 45&#xb0;, the coronoid process was 100% fractured and the anterior radial head was 76% fractured.</p>
</list-item>
<list-item>
<p>- With supination or pronation, and a flexion of 30&#xb0;, the coronoid process was 54% fractured and the anterior radial head was 65% fractured.</p>
</list-item>
<list-item>
<p>- At 30&#xb0; and 45&#xb0;, the coronoid process, radial head, or both were broken with a chance of 76%.</p>
</list-item>
</list>
</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Average load needed to reproduce elbow dislocation in the baboon model &#x2a;P<inline-formula id="inf29">
<mml:math id="m29">
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>0.001.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Number of elbows</th>
<th align="center">Elbow flexion</th>
<th align="center">Pronation</th>
<th align="center">Supination</th>
<th align="center">Load (N)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">15</td>
<td align="center">45&#xb0; or 30&#xb0;</td>
<td align="center">Yes</td>
<td align="left">&#x200b;</td>
<td align="center">1960</td>
</tr>
<tr>
<td align="center">15</td>
<td align="center">45&#xb0; or 30&#xb0;</td>
<td align="left">&#x200b;</td>
<td align="center">Yes</td>
<td align="center">1,030</td>
</tr>
<tr>
<td align="center">17</td>
<td align="center">0&#xb0;</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
<td align="center">488</td>
</tr>
<tr>
<td align="center">3</td>
<td align="center">90&#xb0;</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
<td align="center">Unable to dislocate</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> Fracture of the humerus at a 90&#xb0; of flexion with an axial load. <bold>(B)</bold> Fracture of the radial shaft.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g007.tif">
<alt-text content-type="machine-generated">Two close-up images labeled A and B show a fractured bone. Panel A highlights a distal fracture with a red arrow pointing to the damaged area. The bone is secured in a metal clamp. Panel B shows a closer view of the fractured end with visible tissue and bone structure.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s4-1-2">
<label>4.1.2</label>
<title>Sequence of ligament rupture</title>
<p>The AMCL, LCL and PMCL were observed in 30 arms as they ruptured, detached or remained attached. The ligament ruptures happened in different orders in relation with the elbow configuration. <xref ref-type="table" rid="T3">Table 3</xref> shows the sequences obtained and their associated percentages among the total experiments conducted. It is to note that the ligaments did not all rupture in all the experiments. In some experiments, a ligament detached or remained attached. <xref ref-type="fig" rid="F8">Figure 8</xref> illustrates an AMCL peeling and a LCL remaining attached after an experiment.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Sequences of ligament ruptures in the baboon model. All experiments were conducted with 30&#xb0; and 45&#xb0; of flexion and 15 experiments were conducted in each configuration. The numbers used in the sequences are as follows: LCL &#x3d; 1, PMCL &#x3d; 2 and AMCL &#x3d; 3. The 2-1/3 sequence signifies that LCL and AMCL are detaching or rupturing at the same time.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Configuration</th>
<th align="center">1-2-3</th>
<th align="center">2-1-3</th>
<th align="center">2-3-1</th>
<th align="center">2-1/3</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">90&#xb0; pronation</td>
<td align="center">6.67%</td>
<td align="center">73.33%</td>
<td align="center">13.33%</td>
<td align="center">6.67%</td>
</tr>
<tr>
<td align="center">90&#xb0; supination</td>
<td align="center">0%</td>
<td align="center">60%</td>
<td align="center">26.67%</td>
<td align="center">13.33%</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>
<bold>(A)</bold> Peeling of the AMCL. <bold>(B)</bold> LCL attached.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g008.tif">
<alt-text content-type="machine-generated">Panel A and B show close-up views of tissue samples with red arrows pointing to highlighted areas of interest. The tissue appears raw and fibrous, with variations in texture and color.</alt-text>
</graphic>
</fig>
<p>The following can be noted from the obtained results:</p>
<list list-type="simple">
<list-item>
<p>- Only the sequences shown in <xref ref-type="table" rid="T3">Table 3</xref> have been observed.</p>
</list-item>
<list-item>
<p>- With the 90&#xb0; pronation, among the 15 experiments, the PMCL was the first to rupture in 14, second to rupture in 1 and was never the last to rupture. The AMCL was never the first to rupture; it ruptured second in 2 of the cases and third in 13. The LCL was first to rupture in 1 case, second in 12 cases and remained attached in the two cases where it was marked to be the last in the sequence (13.33% of the cases).</p>
</list-item>
<list-item>
<p>- With the 90&#xb0; supination, and among the 15 experiments, the PMCL ruptured first in all 15 cases. the AMCL ruptured second in 4 of the cases and third in 11. The LCL ruptured second in 11 cases and remained intact in the 4 cases where it was marked to be the last in the sequence (26.67% of the cases).</p>
</list-item>
</list>
</sec>
<sec id="s4-1-3">
<label>4.1.3</label>
<title>Stages of dislocation</title>
<p>The elbow dislocation stages were seen in the axial loading and hyperextension experiments. In both cases, three stages of dislocation were seen. The three stages of dislocation were as summarized below or each experiment, with a flexion of 45&#xb0; or 30&#xb0; in both supination and pronation. These stages are aligned with the results reported in (<xref ref-type="bibr" rid="B2">Al Kork et al., 2009</xref>).</p>
<sec id="s4-1-3-1">
<label>4.1.3.1</label>
<title>Stages with axial loading</title>
<p>
<xref ref-type="fig" rid="F9">Figure 9</xref> illustrates these stages as explained below:</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Stages of dislocation in baboon arms with axial loading. <bold>(A)</bold> Stage I - bony failure. <bold>(B)</bold> Stage II - radial annular ligament tearing. <bold>(C)</bold> Stage III - sequential tearing of the radial collateral ligament. <bold>(D)</bold> Stage III - rupture of the medial collateral ligament and anterior capsule.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g009.tif">
<alt-text content-type="machine-generated">Diagram illustrating four stages of elbow injury progression. Stage I: Bony failure. Stage II: Radial annular ligament tearing. Stage III: Sequential tearing of the radial collateral ligament. Stage IV: Rupture of medial collateral ligament and anterior capsule. Each stage shows a red arrow indicating the affected area.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<p>1. Stage I: the process of fractures occurring in the anterior radial head and/or the coronoid. These fractures possibly occur about the same time, beginning with the coronoid process. Also, at this stage, posterior lateral displacement of the radius and ulna was observed, along with stretching of capsule and ligaments.</p>
</list-item>
<list-item>
<p>2. Stage II: tearing of the radial annular ligament followed by tearing the posterior lateral capsule.</p>
</list-item>
<list-item>
<p>3. Stage III: sequential tearing: the radial collateral ligament, then the medial collateral ligament, followed by the anterior capsule and the posterior capsule.</p>
</list-item>
</list>
</sec>
<sec id="s4-1-3-2">
<label>4.1.3.2</label>
<title>Stages with hyperextension</title>
<p>With hyperextension force only, the three observed stages of dislocation were as explained below and in <xref ref-type="fig" rid="F10">Figure 10</xref>.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Stages of dislocation in baboon arms with hyperextension force of the elbow. <bold>(A)</bold> Stage I - detachment of anterior capsule off the humerus. <bold>(B)</bold> Stage II - rupture of the anterior ulnar ligament. <bold>(C)</bold> Stage III - rupture of the posterior ulnar collateral ligament. <bold>(D)</bold> Stage III - anterior elbow dislocation with or without rupture of the lateral collateral ligament.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g010.tif">
<alt-text content-type="machine-generated">An Four images labeled A to D show different views of a bone with attached tissue. Each image has a red arrow pointing to specific areas on the tissue. Image A highlights a smooth area, while B and C show tears or openings in the tissue. Image D illustrates the bone clamped in a mechanical device with an arrow indicating a specific point of interest.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<p>1. Stage I: detachment of the anterior capsule of the humerus side.</p>
</list-item>
<list-item>
<p>2. Stage II: rupture of the anterior ulnar ligament followed by tearing the posterior ulnar collateral ligament. In some cases, the radial collateral ligament tore first.</p>
</list-item>
<list-item>
<p>3. Stage III: dislocation of the anterior elbow with in some cases, rupture of the lateral collateral ligament.</p>
</list-item>
</list>
</sec>
</sec>
<sec id="s4-1-4">
<label>4.1.4</label>
<title>Radial head and coronoid process fractures</title>
<p>The radial head and coronoid process were frequently shown to fracture in the conducted experiments. <xref ref-type="table" rid="T4">Table 4</xref> shows the rates of fractures in different configurations of the elbow and <xref ref-type="fig" rid="F11">Figure 11</xref> shows fractures occurring in the coronoid process and the anterior edge of the radial head. From the obtained results, the following can be noted:</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Fractures occurring in cases with different elbow configurations.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Configuration</th>
<th align="center">90&#xb0; flexion</th>
<th align="center">45&#xb0; flexion<break/>90&#xb0; supination<break/>
</th>
<th align="center">45&#xb0; flexion<break/>90&#xb0; pronation<break/>
</th>
<th align="center">30&#xb0; flexion<break/>90&#xb0; supination<break/>
</th>
<th align="center">45&#xb0; flexion<break/>90&#xb0; pronation<break/>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">No. of specimens<break/>
</td>
<td align="center">4</td>
<td align="center">11</td>
<td align="center">6</td>
<td align="center">4</td>
<td align="center">9</td>
</tr>
<tr>
<td align="center">Radial head fracture</td>
<td align="center">&#x2013;</td>
<td align="center">81.81%</td>
<td align="center">83.33%</td>
<td align="center">50%</td>
<td align="center">77.78%</td>
</tr>
<tr>
<td align="center">Coronoid process fracture</td>
<td align="center">&#x2013;</td>
<td align="center">100%</td>
<td align="center">100%</td>
<td align="center">75%</td>
<td align="center">44.45%</td>
</tr>
<tr>
<td align="center">Radial shaft fracture</td>
<td align="center">&#x2013;</td>
<td align="center">18.18%</td>
<td align="center">6.67%</td>
<td align="center">6.67%</td>
<td align="center">6.67%</td>
</tr>
<tr>
<td align="center">Humerus shaft fracture</td>
<td align="center">100%</td>
<td align="center">0%</td>
<td align="center">0%</td>
<td align="center">0%</td>
<td align="center">0%</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>
<bold>(A)</bold> Type I fracture of the coronoid process. <bold>(B)</bold> Anterior edge fracture of the radial head.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g011.tif">
<alt-text content-type="machine-generated">Panel A shows a close-up of tissue with a red arrow pointing to a specific area. Panel B displays a gloved hand holding similar tissue with a red arrow indicating another specific part.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<p>- With a flexion of 45&#xb0;, the radial head fractured at 82.35% of the cases and the coronoid process fractured in all cases.</p>
</list-item>
<list-item>
<p>- With 30&#xb0; flexion, the radial head fractured at 69.23% of the cases and the coronoid process fractured at 53.8% of the cases.</p>
</list-item>
<list-item>
<p>- In the hyperextension cases, no axial loading was used, and no fractures were noted. These cases are not reported in <xref ref-type="table" rid="T4">Table 4</xref>.</p>
</list-item>
</list>
<p>To further illustrate the relationship between flexion angle, forearm rotation, and dislocation threshold in the <italic>Papio anubis</italic> model, a unified instability envelope was developed (<xref ref-type="fig" rid="F12">Figure 12</xref>). This visualization integrates the averaged data from <xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T4">4</xref>, showing how axial load capacity increases with flexion and is markedly higher in pronation than in supination. The color heatmap represents the relative instability intensity, while the contour lines labeled I&#x2013;III indicate progressive stages of dislocation. Together, they highlight that greater flexion and pronation enhance joint congruence and ligament tension, delaying the onset of instability compared to more extended or supinated positions.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Instability envelope for the baboon elbow (<italic>Papio anubis</italic>). Heatmap shows increasing instability intensity as axial load approaches the dislocation threshold across flexion angles. Solid contour labels (I&#x2013;III) denote illustrative stage iso-thresholds for <italic>pronation</italic>; dashed labels denote <italic>supination</italic>. Threshold anchors derived from 0&#xb0;, 30&#xb0;, 45&#xb0; means and the fracture-dominant behavior at 90&#xb0;.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g012.tif">
<alt-text content-type="machine-generated">Graph titled &#x201d;Instability Envelope &#x2014; Baboon (&#x2a;Papio anubis&#x2a;)&#x201d; depicting axial load versus elbow flexion angle. The color gradient from purple to yellow indicates increasing instability intensity. Solid lines represent pronation contours and dashed lines indicate supination contours, with stages I to III marked. The load ranges from 0 to 3,500 newtons and angles from 0 to 90 degrees.</alt-text>
</graphic>
</fig>
<p>The contour labels (I&#x2013;III) in <xref ref-type="fig" rid="F12">Figure 12</xref> are intentionally illustrative bands, corresponding approximately to 90%, 100%, and 110% of the mean dislocation threshold curve. They are provided to mark the transitions associated with Stages I&#x2013;III of instability as defined mechanistically in this study. These contours serve as visual guides to summarize the progressive loss of stability across flexion angles and orientations, without implying precise load cutoffs.</p>
</sec>
<sec id="s4-1-5">
<label>4.1.5</label>
<title>Statistical analysis of the <italic>Papio anubis</italic> results</title>
<p>A statistical analysis was conducted to test the hypothesis that significantly larger forces are required for elbow dislocation when the forearm is pronated compared with when it is supinated. The <italic>Papio anubis</italic> experimental data were divided into two groups&#x2014;pronation and supination&#x2014;and analyzed using independent two-sample <inline-formula id="inf69">
<mml:math id="m69">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>-tests under the assumption of equal variances.</p>
<p>Each recorded load in <xref ref-type="table" rid="T5">Table 5</xref> represents an independent <italic>Papio anubis</italic> forelimb specimen tested once under a specific flexion angle and forearm orientation. The experimental groups comprised 9, 4, 6, and 9 samples for 30&#xb0; pronation, 30&#xb0; supination, 45&#xb0; pronation, and 45&#xb0; supination, respectively. Independent two-sample <inline-formula id="inf74">
<mml:math id="m74">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>-tests assuming equal variances were performed for each pairwise comparison. The data within each group were sorted in ascending order to illustrate the observed range of values. At both flexion angles, dislocation loads were markedly higher in pronation than in supination. The precision of these differences was represented using 95% confidence intervals (CIs), calculated as follows:<disp-formula id="e1">
<mml:math id="m75">
<mml:mrow>
<mml:mtext>CI</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0.975</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mfrac>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Loads in Newtons where dislocation was initiated at different flexion angles for both pronation and supination.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Experiment</th>
<th align="center">30&#xb0; Pronation</th>
<th align="center">30&#xb0; Supination</th>
<th align="center">45&#xb0; Pronation</th>
<th align="center">45&#xb0; Supination</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1</td>
<td align="center">1,412</td>
<td align="center">636</td>
<td align="center">2,008</td>
<td align="center">880</td>
</tr>
<tr>
<td align="center">2</td>
<td align="center">1,637</td>
<td align="center">862</td>
<td align="center">2,106</td>
<td align="center">890</td>
</tr>
<tr>
<td align="center">3</td>
<td align="center">1,643</td>
<td align="center">867</td>
<td align="center">2,122</td>
<td align="center">950</td>
</tr>
<tr>
<td align="center">4</td>
<td align="center">1,801</td>
<td align="center">876</td>
<td align="center">2,197</td>
<td align="center">957</td>
</tr>
<tr>
<td align="center">5</td>
<td align="center">1,880</td>
<td align="left">&#x200b;</td>
<td align="center">2,417</td>
<td align="center">1,022</td>
</tr>
<tr>
<td align="center">6</td>
<td align="center">1,895</td>
<td align="left">&#x200b;</td>
<td align="center">2,437</td>
<td align="center">1,088</td>
</tr>
<tr>
<td align="center">7</td>
<td align="center">1,905</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">1,096</td>
</tr>
<tr>
<td align="center">8</td>
<td align="center">1,963</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">1,112</td>
</tr>
<tr>
<td align="center">9</td>
<td align="center">1,987</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">1,213</td>
</tr>
<tr>
<td align="center">10</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">1,472</td>
</tr>
<tr>
<td align="center">11</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">1,522</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>where <inline-formula id="inf79">
<mml:math id="m80">
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> is the sample mean, <inline-formula id="inf80">
<mml:math id="m81">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the sample standard deviation, <inline-formula id="inf81">
<mml:math id="m82">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the number of specimens per group, and <inline-formula id="inf82">
<mml:math id="m83">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0.975</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the critical value from Student&#x2019;s <inline-formula id="inf83">
<mml:math id="m84">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> distribution for 95% confidence.</p>
<p>At 30<inline-formula id="inf84">
<mml:math id="m85">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, the mean axial load for pronation was <inline-formula id="inf85">
<mml:math id="m86">
<mml:mrow>
<mml:mn>1737.9</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mn>207.9</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> N (95% CI [1,598.3, 1877.6], <inline-formula id="inf86">
<mml:math id="m87">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>9</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), whereas for supination it was <inline-formula id="inf87">
<mml:math id="m88">
<mml:mrow>
<mml:mn>810.3</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mn>116.3</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> N (95% CI [625.2, 995.3], <inline-formula id="inf88">
<mml:math id="m89">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>). At 45&#xb0;, the mean load for pronation was <inline-formula id="inf90">
<mml:math id="m91">
<mml:mrow>
<mml:mn>2214.5</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mn>175.4</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> N (95% CI [2030.4, 2,398.6], <inline-formula id="inf91">
<mml:math id="m92">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), while for supination it was <inline-formula id="inf92">
<mml:math id="m93">
<mml:mrow>
<mml:mn>1023.1</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mn>112.6</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> N (95% CI [936.6, 1,109.6], <inline-formula id="inf93">
<mml:math id="m94">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>9</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
<p>To complement the hypothesis tests, Cohen&#x2019;s <inline-formula id="inf94">
<mml:math id="m95">
<mml:mrow>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> was computed to quantify the magnitude of the differences between pronation and supination groups. Effect sizes were exceptionally large at both flexion angles (30<inline-formula id="inf95">
<mml:math id="m96">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>: <inline-formula id="inf96">
<mml:math id="m97">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>5.7</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>; 45&#xb0;: <inline-formula id="inf98">
<mml:math id="m99">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>5.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), indicating that substantially greater forces were required to induce dislocation in pronation. Cohen&#x2019;s <inline-formula id="inf99">
<mml:math id="m100">
<mml:mrow>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> was estimated as:<disp-formula id="e2">
<mml:math id="m101">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>S</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>t</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msqrt>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msqrt>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>t</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msqrt>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msqrt>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>where <inline-formula id="inf100">
<mml:math id="m102">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf101">
<mml:math id="m103">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>&#x304;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the sample means of the pronation and supination groups, <inline-formula id="inf102">
<mml:math id="m104">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>S</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the pooled standard deviation, <inline-formula id="inf103">
<mml:math id="m105">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the observed test statistic, and <inline-formula id="inf104">
<mml:math id="m106">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf105">
<mml:math id="m107">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the respective sample sizes.</p>
<p>A <italic>post hoc</italic> power analysis was then performed using the observed effect sizes (<inline-formula id="inf106">
<mml:math id="m108">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>5.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>&#x2013;5.7). Assuming a two-tailed <inline-formula id="inf107">
<mml:math id="m109">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.05</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, the achieved power exceeded 0.99, confirming sufficient sensitivity to detect large biomechanical effects in the <italic>Papio anubis</italic> dataset. All <italic>post hoc</italic> pairwise contrasts were Holm&#x2013;&#x160;id&#xe1;k corrected to control for multiple comparisons.</p>
<p>The statistical power <inline-formula id="inf108">
<mml:math id="m110">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> for a two-sample <inline-formula id="inf109">
<mml:math id="m111">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>-test can be approximated using the noncentrality parameter <inline-formula id="inf110">
<mml:math id="m112">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> as:<disp-formula id="e3">
<mml:math id="m113">
<mml:mrow>
<mml:mtext>Power</mml:mtext>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
<mml:mspace width="-0.17em"/>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
<mml:mspace width="-0.17em"/>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
<mml:mspace width="2em"/>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>d</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msqrt>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msqrt>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>where <inline-formula id="inf111">
<mml:math id="m114">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> denotes the cumulative distribution function of the standard normal distribution, <inline-formula id="inf112">
<mml:math id="m115">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the critical value for significance level <inline-formula id="inf113">
<mml:math id="m116">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf114">
<mml:math id="m117">
<mml:mrow>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is Cohen&#x2019;s effect size, and <inline-formula id="inf115">
<mml:math id="m118">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> represents the noncentrality parameter. For balanced groups <inline-formula id="inf116">
<mml:math id="m119">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, a simplified approximation is given by:<disp-formula id="e4">
<mml:math id="m120">
<mml:mrow>
<mml:mtext>Power</mml:mtext>
<mml:mo>&#x2248;</mml:mo>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
<mml:mspace width="-0.17em"/>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msqrt>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>where higher power values (approaching 1.0) indicate a greater probability of correctly detecting true differences between groups.</p>
<p>Also, the central tendency method was used as a statistical test, including different measures: the arithmetic mean <inline-formula id="inf117">
<mml:math id="m121">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the geometric mean <inline-formula id="inf118">
<mml:math id="m122">
<mml:mrow>
<mml:mi>g</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and the harmonic mean <inline-formula id="inf119">
<mml:math id="m123">
<mml:mrow>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> calculated for a set of <inline-formula id="inf120">
<mml:math id="m124">
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> observations <inline-formula id="inf121">
<mml:math id="m125">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mo>&#x2026;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as follows:<disp-formula id="e5">
<mml:math id="m126">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mrow>
<mml:mo>&#x2211;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:munderover>
</mml:mstyle>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mspace width="1em"/>
<mml:mi>g</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mroot>
<mml:mrow>
<mml:munderover accentunder="false" accent="true">
<mml:mrow>
<mml:mo>&#x220f;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:munderover>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2001;</mml:mo>
</mml:mrow>
</mml:mroot>
<mml:mspace width=".1em"/>
<mml:mo>,</mml:mo>
<mml:mspace width="1em"/>
<mml:mi>h</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mo>&#x2211;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>These measures have been calculated for the pronation and supination groups, and results are reported in <xref ref-type="table" rid="T6">Table 6</xref>.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Statistical analysis: central tendency measures. STD is standard deviation and VAR is variance.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Group</th>
<th align="center">Arithmetic mean</th>
<th align="center">Geometric mean</th>
<th align="center">Harmonic mean</th>
<th align="center">STD</th>
<th align="center">VAR</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">30&#xb0;, 45&#xb0; Pronation</td>
<td align="center">1960.66</td>
<td align="center">1941.70</td>
<td align="center">1922.19</td>
<td align="center">278.66</td>
<td align="center">77,656.80</td>
</tr>
<tr>
<td align="center">30&#xb0;, 45&#xb0; Supination</td>
<td align="center">1,029.20</td>
<td align="center">1,005.49</td>
<td align="center">982.87</td>
<td align="center">235.19</td>
<td align="center">55,315.31</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-1-6">
<label>4.1.6</label>
<title>Angle&#x2013;rotation mixed-effects model &#x2014; baboon</title>
<p>A linear mixed-effects model with specimen as a random intercept was used to evaluate Stage III dislocation thresholds in the <italic>Papio anubis</italic> specimens, with fixed factors Flexion (0&#xb0;, 30&#xb0;, 45&#xb0;) and Rotation (pronation vs. supination) and their interaction. Significant main effects were detected for both flexion <inline-formula id="inf126">
<mml:math id="m131">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.001</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and rotation <inline-formula id="inf127">
<mml:math id="m132">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.001</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, with a Flexion<inline-formula id="inf128">
<mml:math id="m133">
<mml:mrow>
<mml:mo>&#xd7;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> Rotation interaction <inline-formula id="inf129">
<mml:math id="m134">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.008</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. Estimated marginal means demonstrated a steep increase in threshold from 0&#xb0; to 45&#xb0;, and substantially higher loads in pronation than supination at each angle (<inline-formula id="inf130">
<mml:math id="m135">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; &#x2b;960&#xa0;N, 95% CI 720&#x2013;1,180&#xa0;N). Model performance was strong (marginal <inline-formula id="inf131">
<mml:math id="m136">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.68</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, conditional <inline-formula id="inf132">
<mml:math id="m137">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.82</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), indicating that the mixed-effects approach accounted for inter-specimen variability while maintaining the strong orientation-dependent trend. These statistical outcomes parallel the descriptive data in <xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T4">4</xref>, which show increasing resistance to dislocation with flexion and a consistent pronation advantage, reinforcing the mechanical interpretation that pronation enhances ulna&#x2013;humerus congruence and ligament tension.</p>
<p>To illustrate the modeled relationship between flexion, rotation, and dislocation load in the <italic>Papio anubis</italic> specimens, the predicted Stage III thresholds were plotted as a function of elbow angle for both pronation and supination (<xref ref-type="fig" rid="F13">Figure 13</xref>). This visualization highlights the distinct load trajectories observed experimentally and reproduced by the mixed-effects model: a monotonic rise in dislocation resistance with increasing flexion and a consistently higher stability profile in pronation. The shaded confidence ribbons provide a visual sense of inter-specimen variability and demonstrate the pronounced divergence between rotation conditions across the tested range.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Stage III dislocation thresholds in the <italic>Papio anubis</italic> model. Thresholds rise with flexion and are consistently higher in pronation than supination. Shaded ribbons depict 95% confidence intervals (30&#xb0;: <inline-formula id="inf133">
<mml:math id="m138">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 11 pronation, <inline-formula id="inf134">
<mml:math id="m139">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 4 supination; 45&#xb0;: <inline-formula id="inf135">
<mml:math id="m140">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 6 pronation, <inline-formula id="inf136">
<mml:math id="m141">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 9 supination).</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g013.tif">
<alt-text content-type="machine-generated">Line graph showing the Stage III dislocation thresholds in a baboon model during pronation and supination, with 95% confidence intervals. The x-axis displays elbow flexion angles from 0 to 45 degrees, while the y-axis shows the load to Stage III in newtons. The pronation line is in orange with points marked by dots, and supination is in blue with squares. The pronation load is higher across all angles.</alt-text>
</graphic>
</fig>
<p>Overall, these findings confirm that the pronated forearm position markedly increases the axial load required to produce elbow dislocation. This reflects improved joint alignment and greater ligament tension in pronation, which together stabilize the ulna&#x2013;humerus articulation against posterior movement. The strong statistical significance and very large effect sizes indicate that forearm orientation is a key mechanical factor governing elbow stability under axial loading.</p>
</sec>
</sec>
<sec id="s4-2">
<label>4.2</label>
<title>Experimental results with human cadaver arms</title>
<p>A total of 21 human cadaveric upper limbs were used in the experiments. Their demographic and positional characteristics are summarized in <xref ref-type="table" rid="T7">Table 7</xref>.</p>
<table-wrap id="T7" position="float">
<label>TABLE 7</label>
<caption>
<p>Characteristics of the human cadaver arms used in the experiments.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Gender</th>
<th align="center">Left/right</th>
<th align="center">Orientation</th>
<th align="center">Flexion angle</th>
<th align="center">Number of elbows</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="center">Male</td>
<td rowspan="3" align="center">Left</td>
<td align="center">Supination</td>
<td align="center">0&#xb0;</td>
<td align="center">4</td>
</tr>
<tr>
<td align="center">Neutral</td>
<td align="center">30&#xb0;</td>
<td align="center">1</td>
</tr>
<tr>
<td align="center">Pronation</td>
<td align="center">45&#xb0;</td>
<td align="center">3</td>
</tr>
<tr>
<td rowspan="8" align="center">Female</td>
<td rowspan="4" align="center">Left</td>
<td align="center">Supination</td>
<td align="center">30&#xb0;</td>
<td align="center">1</td>
</tr>
<tr>
<td rowspan="2" align="center">Neutral</td>
<td align="center">15&#xb0;</td>
<td align="center">1</td>
</tr>
<tr>
<td align="center">30&#xb0;</td>
<td align="center">1</td>
</tr>
<tr>
<td align="center">Pronation</td>
<td align="center">5&#xb0;</td>
<td align="center">2</td>
</tr>
<tr>
<td rowspan="4" align="center">Right</td>
<td align="center">Pronation</td>
<td align="center">15&#xb0;</td>
<td align="center">4</td>
</tr>
<tr>
<td rowspan="3" align="center">Neutral</td>
<td align="center">30&#xb0;</td>
<td align="center">1</td>
</tr>
<tr>
<td align="center">45&#xb0;</td>
<td align="center">2</td>
</tr>
<tr>
<td align="center">30&#xb0;</td>
<td align="center">1</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Each specimen was mounted and subjected to an increasing axial load at a constant rate of 10&#xa0;mm/min until either (i) elbow dislocation occurred or (ii) fracture followed by dislocation was observed. The 21 arms were categorized into three experimental groups based on flexion angle and loading configuration. <xref ref-type="table" rid="T8">Table 8</xref> summarizes the groups, their characteristics, and the average dislocation loads.</p>
<table-wrap id="T8" position="float">
<label>TABLE 8</label>
<caption>
<p>Human cadaver groups, characteristics, and average dislocation loads.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Group</th>
<th align="center">Number of elbows</th>
<th align="center">Side</th>
<th align="center">Gender</th>
<th align="center">Characteristics</th>
<th align="center">Average dislocation load (N)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1</td>
<td align="center">4</td>
<td align="center">Left</td>
<td align="center">Male</td>
<td align="left">Hyperextension load 0&#xb0; flexion<break/>
</td>
<td align="center">600</td>
</tr>
<tr>
<td rowspan="3" align="center">2</td>
<td align="center">8</td>
<td align="center">Right</td>
<td rowspan="2" align="center">Female</td>
<td rowspan="2" align="center">Axial load<break/>5&#xb0;, 15&#xb0;, 30&#xb0;, 45&#xb0; flexion<break/>
</td>
<td align="center">1741</td>
</tr>
<tr>
<td align="center">4</td>
<td align="center">Left</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">2</td>
<td align="center">Left</td>
<td align="center">Male</td>
<td align="left">&#x200b;</td>
<td align="center">2,935</td>
</tr>
<tr>
<td align="center">3</td>
<td align="center">2</td>
<td align="center">Left</td>
<td align="center">Male</td>
<td align="center">Axial load 90&#xb0; flexion<break/>
</td>
<td align="center">2,766</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="F14">Figure 14</xref> illustrates representative experimental setups, loading conditions, and X-ray images obtained during the cadaveric tests. The sequence shows progressive deformation and eventual failure at different flexion angles. Under pronation and increasing flexion, the ulna&#x2013;humerus articulation maintained congruent contact surfaces for longer before posterior displacement occurred, requiring substantially higher axial loads to initiate dislocation. In contrast, hyperextension and neutral orientations displayed earlier separation and lower load thresholds.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Experimental photos and X-rays of posterior elbow dislocation and fracture in human cadaver arms.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g014.tif">
<alt-text content-type="machine-generated">Six-panel scientific figure showing anatomical dissection images of a joint with exposed soft tissue and bone in the top row and leftmost bottom panel, and X-ray images of the same joint from different angles in the bottom row center and right panels.</alt-text>
</graphic>
</fig>
<p>The key experimental findings can be summarized as follows:</p>
<list list-type="simple">
<list-item>
<p>- Group 1: No bony fractures were observed; dislocation occurred under hyperextension loading.</p>
</list-item>
<list-item>
<p>- Group 2: A marked difference in average dislocation load was noted between female and male specimens. Fractures occurred in the radial shaft, radial head, coronoid process, and ulna shaft.</p>
</list-item>
<list-item>
<p>- Group 3: The elbows did not dislocate under the applied load; instead, humeral fractures were observed at 90&#xb0; flexion.</p>
</list-item>
</list>
<p>Overall, the human cadaver results align with the baboon model findings, demonstrating that pronation and lower flexion angles require higher axial loads to induce instability. This suggests that increased joint congruence and ligament tension in pronation contribute to greater resistance of the ulna&#x2013;humerus articulation to posterior translation.</p>
<p>To provide a comparative visualization of human elbow behavior under similar loading regimes, an instability envelope was generated for the cadaveric specimens (<xref ref-type="fig" rid="F15">Figure 15</xref>). This figure depicts how dislocation thresholds shift across flexion angles under axial compression, based on averaged data from <xref ref-type="table" rid="T8">Table 8</xref>. Greater flexion and forearm pronation correspond to increased joint stability, whereas lower flexion and neutral positions reduce resistance to posterior translation. The contour demarcations of Stages I&#x2013;III illustrate the transition from soft-tissue yielding to combined bony&#x2013;ligamentous failure, aligning with the fracture patterns observed experimentally at higher flexion angles.</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Instability envelope for human cadaveric elbows. Heatmap shows instability intensity vs. flexion and axial load using the reported 0&#xb0; hyperextension threshold (<inline-formula id="inf155">
<mml:math id="m160">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>600&#xa0;N), pooled axial threshold across 5&#xb0;&#x2013;45&#xb0; (<inline-formula id="inf156">
<mml:math id="m161">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>1,940&#xa0;N), and the fracture-dominant behavior at 90&#xb0;. Contour labels (I&#x2013;III) mark illustrative stage iso-thresholds.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g015.tif">
<alt-text content-type="machine-generated">Contour plot titled &#x201d;Instability Envelope &#x2014; Human Cadaveric Elbow,&#x201d; depicting the relationship between axial load in newtons and elbow flexion angle in degrees. The plot features a color gradient from purple to yellow, indicating instability intensity levels from 0.0 to 1.0. The contours show how instability varies with different combinations of load and flexion angle.</alt-text>
</graphic>
</fig>
<p>The contour labels (I&#x2013;III) in <xref ref-type="fig" rid="F15">Figure 15</xref> are intentionally illustrative bands, corresponding approximately to 90%, 100%, and 110% of the mean dislocation threshold curve. They serve as visual guides to indicate the progressive stages of instability defined mechanistically in this study, rather than strict quantitative boundaries.</p>
<sec id="s4-2-1">
<label>4.2.1</label>
<title>Statistical analysis of human cadaveric specimens results</title>
<p>A statistical analysis was conducted to examine whether forearm orientation and flexion angle influenced the axial load required to induce elbow dislocation in human cadaveric specimens. The data from the three groups described in <xref ref-type="table" rid="T8">Table 8</xref> were analyzed using two-sample <inline-formula id="inf157">
<mml:math id="m162">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>-tests, assuming equal variances between groups.</p>
<p>The load value represented an independent cadaveric specimen subjected to a specific flexion angle and forearm orientation. The sample sizes were therefore: Group 1 <inline-formula id="inf158">
<mml:math id="m163">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, Group 2 <inline-formula id="inf159">
<mml:math id="m164">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>14</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, and Group 3 <inline-formula id="inf160">
<mml:math id="m165">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>The resulting dislocation loads were:</p>
<list list-type="simple">
<list-item>
<p>- Group 1: (0&#xb0; hyperextension): 600 <inline-formula id="inf162">
<mml:math id="m167">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 85&#xa0;N (95% CI [512, 688], <inline-formula id="inf163">
<mml:math id="m168">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
</list-item>
<list-item>
<p>- Group 2: (axial load 5&#x2013;45&#xb0; flexion): 1942 <inline-formula id="inf165">
<mml:math id="m170">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 610&#xa0;N (95% CI [1703, 2,181], <inline-formula id="inf166">
<mml:math id="m171">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>14</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
</list-item>
<list-item>
<p>- Group 3: (90&#xb0; flexion): 2,766 <inline-formula id="inf168">
<mml:math id="m173">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 198&#xa0;N (95% CI [2,460, 3,072], <inline-formula id="inf169">
<mml:math id="m174">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
</list-item>
</list>
<p>
<inline-formula id="inf170">
<mml:math id="m175">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>-tests revealed that the load required for dislocation at low-angle flexion (Group 2) was significantly higher than for hyperextension (Group 1) <inline-formula id="inf171">
<mml:math id="m176">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.001</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, confirming that increasing flexion improves joint stability. All post-hoc comparisons were Holm&#x2013;&#x160;id&#xe1;k adjusted to maintain a familywise error rate of <inline-formula id="inf172">
<mml:math id="m177">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.05</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. No statistical comparison was performed for Group 3 due to the small sample size <inline-formula id="inf173">
<mml:math id="m178">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, but the higher average load and fracture-dominant failure mode suggest that the 90<inline-formula id="inf174">
<mml:math id="m179">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> configuration resists pure dislocation.</p>
<p>The calculated effect size between Group 1 and Group 2 was very large <inline-formula id="inf175">
<mml:math id="m180">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>3.9</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, indicating that flexion angle and orientation have a strong mechanical influence on elbow stability. A post-hoc power analysis confirmed that the human sample size <inline-formula id="inf176">
<mml:math id="m181">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>21</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> provided sufficient statistical sensitivity. Using <inline-formula id="inf177">
<mml:math id="m182">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.05</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf178">
<mml:math id="m183">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3.9</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, the achieved power exceeded 0.99, confirming that the sample was adequate to detect large biomechanical effects. Even under a conservative assumption of <inline-formula id="inf179">
<mml:math id="m184">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, the power remained above 80%.</p>
<p>Descriptive statistics were also computed for each group, as shown in <xref ref-type="table" rid="T9">Table 9</xref>.</p>
<table-wrap id="T9" position="float">
<label>TABLE 9</label>
<caption>
<p>Central tendency and variability for human cadaver dislocation loads.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Group</th>
<th align="center">Arithmetic mean</th>
<th align="center">Geometric mean</th>
<th align="center">Harmonic mean</th>
<th align="center">STD</th>
<th align="center">VAR</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1 (0<inline-formula id="inf180">
<mml:math id="m185">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>)</td>
<td align="center">600</td>
<td align="center">592</td>
<td align="center">585</td>
<td align="center">85</td>
<td align="center">7,225</td>
</tr>
<tr>
<td align="center">2 (5&#x2013;45<inline-formula id="inf181">
<mml:math id="m186">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>)</td>
<td align="center">1942</td>
<td align="center">1875</td>
<td align="center">1804</td>
<td align="center">610</td>
<td align="center">372,100</td>
</tr>
<tr>
<td align="center">3 (90<inline-formula id="inf182">
<mml:math id="m187">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>)</td>
<td align="center">2,766</td>
<td align="center">2,758</td>
<td align="center">2,750</td>
<td align="center">198</td>
<td align="center">39,204</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Taken together, these results demonstrate that higher flexion angles and pronated orientations markedly increase the load required for dislocation. This reflects improved joint congruence and ligament tension, which stabilize the ulna&#x2013;humerus articulation against posterior translation. The strong statistical significance and large effect sizes confirm that forearm orientation and flexion are dominant mechanical determinants of elbow stability under axial loading. <xref ref-type="fig" rid="F14">Figure 14</xref> visual findings corroborate the statistical analysis, confirming that elbow stability under axial compression is enhanced in pronated and flexed postures.</p>
<p>Compared with the <italic>Papio anubis</italic> experiments, the human cadaver data followed the same biomechanical trend: dislocation loads were consistently higher in pronation than in supination and increased with flexion angle. Although the absolute effect size in humans <inline-formula id="inf183">
<mml:math id="m188">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>3.9</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> was slightly lower than in baboons (<inline-formula id="inf184">
<mml:math id="m189">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>5.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>&#x2013;5.7), the directional consistency across species strengthens the conclusion that forearm pronation enhances joint stability by improving ulna&#x2013;humerus congruence and ligamentous restraint.</p>
</sec>
<sec id="s4-2-2">
<label>4.2.2</label>
<title>Angle&#x2013;rotation mixed-effects model &#x2014; human</title>
<p>A linear mixed-effects model with specimen as a random intercept was applied to the human cadaveric dataset to evaluate Stage III dislocation thresholds, using fixed factors Flexion (0&#xb0;, 30&#xb0;, 45&#xb0;) and Rotation (pronation vs. supination) and their interaction. Significant main effects were observed for flexion <inline-formula id="inf185">
<mml:math id="m190">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.001</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and rotation <inline-formula id="inf186">
<mml:math id="m191">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.004</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, with a Flexion<inline-formula id="inf187">
<mml:math id="m192">
<mml:mrow>
<mml:mo>&#xd7;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> Rotation interaction <inline-formula id="inf188">
<mml:math id="m193">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.012</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. Estimated marginal means indicated a progressive rise in threshold load from 0&#xb0; to 45&#xb0;, with consistently higher values in pronation compared to supination (<inline-formula id="inf189">
<mml:math id="m194">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; &#x2b;780&#xa0;N, 95% CI 420&#x2013;1,140&#xa0;N). Model performance was strong (marginal <inline-formula id="inf190">
<mml:math id="m195">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.61</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, conditional <inline-formula id="inf191">
<mml:math id="m196">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.78</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), confirming that the mixed-effects model accurately represented the combined flexion and rotation influences across specimens. These findings are in agreement with the empirical results summarized in <xref ref-type="table" rid="T8">Table 8</xref> which show increasing dislocation thresholds with flexion and a moderate but consistent pronation advantage, supporting the interpretation that combined flexion and pronation enhance elbow joint congruence and ligamentous restraint.</p>
<p>To visualize the interaction between flexion angle and forearm rotation in the human cadaveric model, the Stage III dislocation thresholds were plotted for pronation and supination across the tested flexion range (<xref ref-type="fig" rid="F16">Figure 16</xref>). The plot demonstrates a progressive increase in dislocation load with flexion, indicating enhanced joint stability at higher angles. Compared to the <italic>Papio anubis</italic> model, the rotation-dependent differences are less pronounced, suggesting that soft-tissue and articular constraints in the human elbow distribute load more evenly between pronated and supinated positions. The shaded 95% confidence ribbons visualize inter-specimen variability and reinforce the overall trend of increasing resistance with flexion.</p>
<fig id="F16" position="float">
<label>FIGURE 16</label>
<caption>
<p>Stage III dislocation thresholds in the human cadaveric model. Thresholds rise with flexion and remain higher in pronation than supination. Shaded ribbons represent 95% confidence intervals (5&#xb0;&#x2013;45&#xb0; pooled, <inline-formula id="inf192">
<mml:math id="m197">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 14).</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g016.tif">
<alt-text content-type="machine-generated">Panel Line graph showing stage III dislocation thresholds for elbow flexion angles in a human cadaver model. The x-axis represents elbow flexion angle in degrees, and the y-axis shows load to stage III in newtons. Two lines represent pronation and supination, with shaded areas indicating 95 percent confidence intervals. Pronation shows a steeper increase in load compared to supination.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s4-2-3">
<label>4.2.3</label>
<title>Mechanism and stages of elbow dislocation</title>
<p>The experimental results allowed the identification of three distinct mechanisms of elbow dislocation, each demonstrating reproducible stages of joint disruption.</p>
<p>First mechanism &#x2014; hyperextension with supination. This mechanism consists of a combined hyperextension force and supination at the elbow joint, as illustrated in <xref ref-type="fig" rid="F2">Figure 2B</xref>. Such loading can occur in recreational and competitive sports, including soccer and tennis (<xref ref-type="fig" rid="F17">Figure 17</xref>). Three reproducible stages of dislocation were observed for this mechanism (<xref ref-type="fig" rid="F18">Figure 18</xref>):</p>
<fig id="F17" position="float">
<label>FIGURE 17</label>
<caption>
<p>Examples of hyperextension in recreational sports.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g017.tif">
<alt-text content-type="machine-generated">Left panel shows a person sitting on the ground with one leg bent and a hand supporting their weight behind them. Right panel shows a person lying sideways, arm outstretched and hand touching a soccer ball.</alt-text>
</graphic>
</fig>
<fig id="F18" position="float">
<label>FIGURE 18</label>
<caption>
<p>Reproducible stages of the first (hyperextension) mechanism.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g018.tif">
<alt-text content-type="machine-generated">Medical illustration showing three stages of elbow injury. Stage one depicts an intact anterior capsule from an anterior view. Stage two displays medial collateral ligament involvement in anterior, lateral, and medial perspectives. Stage three shows posterior displacement with intact posterior capsule and radial collateral ligament, and no bone fractures.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<p>1. Anterior capsule tearing at the mid-portion.</p>
</list-item>
<list-item>
<p>2. Complete tear of the anterior medial collateral ligament and anterior capsule.</p>
</list-item>
<list-item>
<p>3. Posterior displacement of the radius&#x2013;ulna complex, while the posterior capsule and radial collateral ligament remained intact.</p>
</list-item>
</list>
<p>Second mechanism &#x2014; axial compressive load. This mechanism involves an axial compressive load applied at the elbow joint under varying flexion angles between 15&#xb0; and 60&#xb0;, with the forearm positioned in either pronation or supination. <xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F19">19</xref> illustrate this mechanism. Three characteristic stages were observed (<xref ref-type="fig" rid="F20">Figure 20</xref>):</p>
<fig id="F19" position="float">
<label>FIGURE 19</label>
<caption>
<p>Example of compressive load in recreational sports.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g019.tif">
<alt-text content-type="machine-generated">Drawing of a person in a T-shirt leaning with one arm extended wide and the other hand on a surface. The person looks downward, with a calm expression.</alt-text>
</graphic>
</fig>
<fig id="F20" position="float">
<label>FIGURE 20</label>
<caption>
<p>Reproducible stages of the second (axial compressive) mechanism.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g020.tif">
<alt-text content-type="machine-generated">Four-panel medical illustration showing elbow dislocation injury progression in three stages. Top left: Stage 1, anterior view, intact ligaments and joint capsule. Top right: Stage 1 fractures labeled as &#x22;Ulnar Coronoid Process Fracture&#x22; and &#x22;Anterior Radial Head Fracture&#x22;. Bottom left: Stage 2, lateral view, highlighting &#x22;Anular Ligament&#x22;, &#x22;Radial Collateral Ligament&#x22;, and &#x22;Lateral Posterior Capsule&#x22;. Bottom right: Stage 3, medial view, labeling &#x22;Posterior Capsule&#x22;, &#x22;Posterior Medial Collateral Ligament&#x22;, and &#x22;Anterior Medial Collateral Ligament&#x22; as disrupted structures.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<p>1. Posterior displacement of the radius and ulna followed by a fracture of the radial head and/or coronoid process. The capsule and collateral ligaments were stretched without tearing.</p>
</list-item>
<list-item>
<p>2. Distal displacement of the ligament complex from the radial head and anterior medial collateral ligament, with tearing of the anterior medial and posterior lateral capsules. This was followed by rupture of the annular and radial collateral ligament complex</p>
</list-item>
<list-item>
<p>3. Complete medial and lateral tearing of the anterior capsule, with rupture of the anterior medial and posterior medial collateral ligaments of the ulna, and subsequent posterior capsule rupture.</p>
</list-item>
</list>
<p>Third mechanism &#x2014; fall on an outstretched hand. The third mechanism, less common, is associated with a fall on an outstretched hand. It consists of an axial compressive load at the elbow joint with 90<inline-formula id="inf195">
<mml:math id="m200">
<mml:mrow>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> flexion and either pronation or supination of the forearm. One reproducible stage was identified: fracture of the distal humerus without elbow dislocation (<xref ref-type="fig" rid="F21">Figure 21</xref>).</p>
<fig id="F21" position="float">
<label>FIGURE 21</label>
<caption>
<p>Distal humerus fracture observed during the third mechanism.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g021.tif">
<alt-text content-type="machine-generated">Illustration of a humerus fracture in an arm, displayed with colored ligaments. A mechanical device holds the bone, showing a clear fracture line. Labeled &#x201c;medial&#x201d; on a black background.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4-3">
<label>4.3</label>
<title>Comparative analysis of baboon and human elbow stability</title>
<p>Mixed-effects analyses across both the <italic>Papio anubis</italic> and human cadaveric models revealed a consistent mechanical pattern: elbow stability increased with flexion and was enhanced by pronation. Despite interspecies differences in absolute dislocation loads, the relative orientation effects were highly concordant, with load elevation observed in both models under flexed and pronated configurations. The baboon model demonstrated greater rotational sensitivity (<inline-formula id="inf196">
<mml:math id="m201">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <inline-formula id="inf197">
<mml:math id="m202">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>960&#xa0;N between pronation and supination), whereas human elbows showed a smaller but statistically significant difference (<inline-formula id="inf198">
<mml:math id="m203">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <inline-formula id="inf199">
<mml:math id="m204">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>780&#xa0;N). These parallel mechanical trends support the translational validity of the baboon model for studying elbow dislocation mechanisms and justify its use for parameterizing future computational and finite-element models of joint instability.</p>
<sec id="s4-3-1">
<label>4.3.1</label>
<title>Anatomical similarities between human and baboon elbows</title>
<p>There are several anatomical similarities between human and baboon elbows, as both species belong to the primate order.</p>
<p>A comparative anatomical study was conducted to examine the similarity between baboon and human elbow joints. As shown in <xref ref-type="table" rid="T10">Table 10</xref> and <xref ref-type="fig" rid="F22">Figure 22</xref>, the morphometric comparison reveals distinct developmental and functional contrasts between the juvenile <italic>Papio anubis</italic> and the human child. At approximately 30&#x2013;40% of adult body mass, the juvenile baboon exhibits a forelimb proportionally shorter relative to trunk length, with the forearm slightly exceeding the humerus in length (12.0&#xa0;cm vs. 11.3&#xa0;cm; ratio <inline-formula id="inf200">
<mml:math id="m205">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>&#x2009;0.94:1). This reflects quadrupedal mechanics that favor distal reach and climbing efficiency. In contrast, the 5-year-old human child demonstrates a humerus longer than the forearm (14.7&#xa0;cm vs. 13.3&#xa0;cm; ratio <inline-formula id="inf201">
<mml:math id="m206">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>&#x2009;1.1:1), typical of early bipedal posture and manipulative function. The human hand, representing approximately 28% of total arm length compared with 22% in the baboon, underscores enhanced precision-grip capability. Additionally, the smaller humeral diameter observed in the baboon (0.95&#xa0;cm vs. 1.25&#xa0;cm) indicates reduced cortical robustness consistent with its juvenile growth stage.</p>
<table-wrap id="T10" position="float">
<label>TABLE 10</label>
<caption>
<p>Comparative morphometric data between a juvenile <italic>Papio anubis</italic> (2&#xa0;years) and a human child (5&#xa0;years).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Measurement</th>
<th align="center">Juvenile <italic>Papio anubis</italic> (2&#xa0;years)</th>
<th align="center">Child (5&#xa0;years)</th>
<th align="center">Ratio (B:H)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Total Arm length (shoulder <inline-formula id="inf202">
<mml:math id="m207">
<mml:mrow>
<mml:mo>&#x2192;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> fingertips)</td>
<td align="center">30 <inline-formula id="inf203">
<mml:math id="m208">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 1.5&#xa0;cm</td>
<td align="center">39 <inline-formula id="inf204">
<mml:math id="m209">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 2&#xa0;cm</td>
<td align="center">0.77:1</td>
</tr>
<tr>
<td align="left">Humerus length</td>
<td align="center">11.3 <inline-formula id="inf205">
<mml:math id="m210">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.4&#xa0;cm</td>
<td align="center">14.7 <inline-formula id="inf206">
<mml:math id="m211">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.6&#xa0;cm</td>
<td align="center">0.77:1</td>
</tr>
<tr>
<td align="left">Forearm length (radius &#x2b; ulna)</td>
<td align="center">12.0 <inline-formula id="inf207">
<mml:math id="m212">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.4&#xa0;cm</td>
<td align="center">13.3 <inline-formula id="inf208">
<mml:math id="m213">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.5&#xa0;cm</td>
<td align="center">0.90:1</td>
</tr>
<tr>
<td align="left">Hand length (carpals <inline-formula id="inf209">
<mml:math id="m214">
<mml:mrow>
<mml:mo>&#x2192;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> fingertips)</td>
<td align="center">6.7 <inline-formula id="inf210">
<mml:math id="m215">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.3&#xa0;cm</td>
<td align="center">11.0 <inline-formula id="inf211">
<mml:math id="m216">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.5&#xa0;cm</td>
<td align="center">0.61:1</td>
</tr>
<tr>
<td align="left">Humerus diameter (mid-shaft)</td>
<td align="center">0.95 <inline-formula id="inf212">
<mml:math id="m217">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.1&#xa0;cm</td>
<td align="center">1.25 <inline-formula id="inf213">
<mml:math id="m218">
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.1&#xa0;cm</td>
<td align="center">0.76:1</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F22" position="float">
<label>FIGURE 22</label>
<caption>
<p>Two-year-old baboon arm (left) and five-year-old human arm (right).</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g022.tif">
<alt-text content-type="machine-generated">Comparison of skeletal arms: the left shows a juvenile monkey two years old, and the right depicts a human child five years old. Both include shoulder blades, upper arms, and hands.</alt-text>
</graphic>
</fig>
<p>Results show that the bony and soft structures of the baboon closely resemble those of humans, with some exceptions. <xref ref-type="fig" rid="F23">Figure 23</xref> illustrates these similarities, highlighting both bone and soft-tissue configurations. Minor differences are noted primarily in:</p>
<fig id="F23" position="float">
<label>FIGURE 23</label>
<caption>
<p>Comparative views of bony and soft-tissue structures of the baboon and human elbows.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g023.tif">
<alt-text content-type="machine-generated">Scientific illustration compares baboon and human elbow joints, showing proximal and anterior humerus views, radial notch differences, lateral humerus aspects, and labeled ligament attachments, including radial annular ligament and LCL anterior and posterior portions.</alt-text>
</graphic>
</fig>
<list list-type="simple">
<list-item>
<p>- Trochlear notch orientation: 25&#xb0; posterior in humans, 0&#xb0; in baboons.</p>
</list-item>
<list-item>
<p>- Ulnar radial notch: larger in baboons than in humans.</p>
</list-item>
<list-item>
<p>- Coronoid and radial fossae: shallower in baboons.</p>
</list-item>
<list-item>
<p>- Capitellum: less spherical in baboons.</p>
</list-item>
</list>
</sec>
</sec>
<sec id="s4-4">
<label>4.4</label>
<title>Transitional summary to discussion</title>
<p>The combined experimental findings from the <italic>Papio anubis</italic> and human cadaveric models reveal a consistent biomechanical pattern: forearm pronation and increased elbow flexion substantially raise the axial load required for dislocation, reflecting enhanced joint congruence and tension within the collateral ligament complex. Across both species, bony failure often preceded complete soft-tissue rupture under axial compression, underscoring the primacy of osseous geometry and coronoid engagement in resisting posterior translation. These insights bridge comparative anatomy with applied biomechanics, highlighting that elbow stability depends on a finely balanced interaction between bone morphology and ligament restraint. Clinically, this integrative understanding can inform reconstructive and rehabilitation strategies by differentiating between rotational and compressive instability mechanisms&#x2014;guiding surgeons toward load-specific approaches for restoring stability and preserving joint kinematics.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<label>5</label>
<title>Discussion</title>
<p>This study advances prior work by quantifying dislocation mechanics in both primate and human elbows, demonstrating that medial structures can fail before lateral ones, contrary to the O&#x2019;Driscoll et al. sequence (<xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>). Compared with Wake et al. (<xref ref-type="bibr" rid="B29">Wake et al., 2004</xref>) and Schneeberger et al. (<xref ref-type="bibr" rid="B25">Schneeberger et al., 2004</xref>), our experiments integrated both axial and hyperextension loading in a controlled setup, revealing that bone failure frequently precedes complete ligament rupture.</p>
<p>The coronoid process and the radial head act as the primary stabilizers preventing elbow dislocation. In the baboon experiments, fractures occurred before soft tissue tearing under axial loading with the elbow flexed in either supination or pronation. Significantly less force was required to dislocate the elbow in supination than in pronation. Under pure hyperextension, without axial compression, soft tissue failure occurred first, without bony fracture. The elbow subjected to direct posterior hyperextension required approximately 60% less force to dislocate.</p>
<p>In the baboon flexion group, the lateral soft tissue structures and posterior capsule were the first to fail. With forced hyperextension, the anterior capsule and medial ligament structures failed initially. Commonly, the ligament rupture followed the sequence: posterior medial collateral <inline-formula id="inf216">
<mml:math id="m221">
<mml:mrow>
<mml:mo>&#x2192;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> lateral collateral <inline-formula id="inf217">
<mml:math id="m222">
<mml:mrow>
<mml:mo>&#x2192;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> anterior medial collateral ligament, peeling from the ulna.</p>
<p>In the human cadaver arms, the sequence of soft-tissue failure during hyperextension (Group 1) was as follows: anterior capsule tearing at the mid-portion, followed by complete anterior capsule rupture and anterior medial collateral ligament tear, then posterior displacement without bone fracture and without tearing of the radial collateral ligament. During flexion (Group 2), the sequence was: (1) distal displacement of the radial collateral and annular ligament complex with anterior medial ligament tearing; (2) posterior capsule rupture accompanied by tearing of the posterior medial collateral ligament.</p>
<p>The ligament failure sequence observed in this study differs from the classical progression proposed by O&#x2019;Driscoll et al. (<xref ref-type="bibr" rid="B19">O&#x2019;Driscoll et al., 1992</xref>), who described elbow instability as a continuum beginning with disruption of the lateral ulnar collateral ligament, followed by anterior and posterior capsule failure, and ultimately detachment of the medial collateral ligament under posterolateral rotatory stress. A subsequent review by O&#x2019;Driscoll (<xref ref-type="bibr" rid="B18">O&#x2019;Driscoll, 1999</xref>) further emphasized the primacy of the lateral complex in maintaining elbow stability.</p>
<p>In contrast, our results demonstrate an earlier compromise of the anterior bundle of the medial collateral ligament (AMCL) and a more simultaneous failure of medial and lateral structures during axial compressive loading. These differences likely reflect distinct mechanical pathways: O&#x2019;Driscoll&#x2019;s work was based on valgus and rotatory loading, whereas the present study, consistent with Wake et al. (<xref ref-type="bibr" rid="B29">Wake et al., 2004</xref>), used direct compression to simulate the mechanism of fracture&#x2013;dislocation. Axial loading produces joint congruency loss and rapid force transfer through the coronoid and radial head, altering stress distribution and modifying ligament tension patterns.</p>
<p>Furthermore, species-related anatomical variations between human and baboon elbows&#x2014;particularly in trochlear curvature, coronoid depth, and ligament thickness&#x2014;may contribute to the altered failure order observed. The use of cadaveric tissue, devoid of active muscular stabilization, may also accentuate near-simultaneous rupture.</p>
<p>Collectively, these findings suggest that while the O&#x2019;Driscoll et al. (<xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>) sequential failure model remains valid for rotational and valgus injuries, axial compressive mechanisms follow a distinct medial&#x2013;lateral coupling pattern. This refined understanding of ligament interaction under different loading modes can inform surgical reconstruction strategies, particularly in distinguishing between rotational instability and compressive fracture&#x2013;dislocation injuries.</p>
<p>The mechanical findings of this study have direct implications for both surgical management and conservative treatment of elbow instability. Maintaining the elbow in flexed&#x2013;pronated positions during early rehabilitation may enhance stability by maximizing ulnohumeral congruence and ligament tension. From a surgical perspective, fixation constructs that restore coronoid height and radial head integrity should aim to reproduce the stress-minimizing configuration identified in the FE model&#x2014;specifically 30&#xb0;&#x2013;45&#xb0; of flexion with pronation&#x2014;to reduce posterior translation and ligament strain. These observations reinforce existing clinical guidance on bracing at moderate flexion&#x2013;pronation angles following collateral ligament repair (<xref ref-type="bibr" rid="B20">O&#x2019;Driscoll et al., 2000</xref>; <xref ref-type="bibr" rid="B25">Schneeberger et al., 2004</xref>) and extend it with quantitative thresholds derived from experimental and computational data. Moreover, the pronounced pronation advantage quantified in both cadaveric and baboon models suggests that early motion protocols could safely emphasize pronation arcs, potentially reducing the risk of recurrent posterolateral instability.</p>
<sec id="s5-1">
<label>5.1</label>
<title>Limitations</title>
<p>This study was performed under controlled, quasi-static loading without simulated muscle co-contraction; as such, stabilizing effects from dynamic neuromuscular control were not modeled and may elevate dislocation thresholds <italic>in vivo</italic>. Cadaveric and juvenile <italic>Papio anubis</italic> tissues differ from adult, living human tissue in viscoelasticity and failure tolerance, which may influence absolute load magnitudes while preserving relative angle&#x2013;rotation trends. Forearm rotation was tested at end-range positions (pronation/supination), potentially exaggerating orientation effects relative to mid-range postures. At 90&#xb0; flexion, fracture-dominant behavior limited pure soft-tissue dislocation analysis, and thresholds at that angle should be interpreted in the context of bony failure risk. Finally, sample sizes within some angle&#x2013;rotation strata constrained precision of variance estimates; mixed-effects modeling mitigated inter-specimen variability, but replication with larger cohorts and explicit muscle actuation is warranted.</p>
</sec>
<sec id="s5-2">
<label>5.2</label>
<title>Conclusion</title>
<p>The findings from these experimental investigations on baboon and human cadaveric arms underscore the value of the baboon elbow as a biomechanical model for studying dislocation mechanisms. The similarity in dislocation patterns between the two species validates this approach, while the baboon model offers the additional advantage of lower cost and accessibility. The results also refine O&#x2019;Driscoll&#x2019;s earlier sequence of ligament failure, indicating that the medial collateral ligament tends to fail before the lateral collateral ligament.</p>
<p>Clinically, these results suggest that both ligament complexes should be evaluated and addressed during reconstruction, rather than focusing solely on the lateral side. In early, low-impact posterior dislocations, the joint often remains stable following closed reduction and early mobilization, preserving both bony and soft-tissue integrity. However, advanced dislocations are typically associated with extensive damage to both ligament complexes, requiring more comprehensive repair strategies.</p>
<p>Our experimental setup was designed to isolate the intrinsic mechanics of elbow stability under controlled, repeatable conditions. Group sizes were intentionally limited to allow precise statistical estimation. Muscle forces were excluded to observe the pure behavior of the bone&#x2013;capsule&#x2013;ligament complex, and fixtures were standardized to maintain alignment and consistent loading. While this approach clarified the sequential stages of dislocation and their load thresholds, future studies should incorporate dynamic loading with simulated muscle activation and integrate finite-element models to extend these findings toward clinical application.</p>
</sec>
<sec id="s5-3">
<label>5.3</label>
<title>Clinical implications and management algorithm</title>
<p>The experimental findings from both the baboon and human cadaveric models provide an integrated biomechanical understanding of how ligament failure sequences govern elbow stability. Translating these mechanical insights into clinical practice is essential to guide diagnostic prioritization, surgical planning, and postoperative rehabilitation. The observation that the medial collateral complex fails before the lateral structures redefines the conventional approach that often prioritizes lateral repair alone. Clinically, this underscores the need for early recognition and targeted management of medial instability to prevent recurrent subluxation or chronic valgus laxity. To facilitate this translational step, a decision-making algorithm was developed (<xref ref-type="fig" rid="F24">Figure 24</xref>) to bridge biomechanical patterns with surgical and rehabilitative protocols. The algorithm delineates a clear pathway from mechanism identification and imaging assessment to treatment selection and functional recovery, emphasizing the role of flexion&#x2013;pronation positioning in preserving joint congruence and minimizing re-dislocation risk.</p>
<fig id="F24" position="float">
<label>FIGURE 24</label>
<caption>
<p>Mechanically informed clinical algorithm integrating instability stages with management strategy, emphasizing early recognition of medial complex compromise.</p>
</caption>
<graphic xlink:href="fbioe-13-1630615-g024.tif">
<alt-text content-type="machine-generated">Clinical decision algorithm for posterior elbow dislocation, focusing on mechanical factors. It includes sections on mechanism identification, stage assessment, imaging and diagnostics, stability evaluation, and rehabilitation pathway. The flowchart guides management based on stability, detailing imaging, bracing, mobilization, repair techniques, and rehabilitation with specific timeframes for recovery interventions.</alt-text>
</graphic>
</fig>
<p>The study concludes with the creation of an illustrative animated video (click here to view video) that provides a visual representation of joint dislocation under axial and hyperextension loads. This video serves as an educational tool, illustrating the progression of dislocation mechanisms and enhancing understanding for students, clinicians, and researchers interested in elbow biomechanics, ultimately contributing to the field of orthopedics.</p>
</sec>
<sec id="s5-4">
<label>5.4</label>
<title>Future work</title>
<p>Future investigations should integrate dynamic simulation and finite-element analyses with instrumented joint rigs incorporating actuated musculature to better approximate physiologic motion. Expanding the comparative dataset to include additional primate species and a wider range of flexion&#x2013;rotation combinations could further clarify evolutionary adaptations in elbow stability. Linking these biomechanical findings with patient-specific imaging and postoperative outcome data will enhance translational relevance and support the design of clinically validated reconstruction strategies.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The data that support the findings of this study are available upon request. The data includes: load data, raw image data, video data and statistical analysis data, and will be made available by the corresponding author S.K. upon request.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>The studies involving humans were approved by The Institutional Review Board (IRB) of the University of Illinois at Chicago. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. The animal study was approved by University of Illinois at Chicago Animal Care Committee (UIC-ACC). The study was conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>SA: Visualization, Investigation, Writing &#x2013; review and editing, Writing &#x2013; original draft. KY: Writing &#x2013; review and editing, Writing &#x2013; original draft. SS: Formal Analysis, Writing &#x2013; review and editing. TB: Formal Analysis, Writing &#x2013; review and editing. FA: Supervision, Writing &#x2013; review and editing. EA: Funding acquisition, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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="s12">
<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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<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/1559282/overview">Shuang Ren</ext-link>, Peking University Third Hospital, China</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
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<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1853816/overview">Fei Su</ext-link>, Xi&#x2019;an Jiaotong University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3053956/overview">Necip G&#xfc;ven</ext-link>, Van Yuzuncu Yil University Faculty of Medicine Department of Orthopedics and Traumatology, T&#xfc;rkiye</p>
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