<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1662741</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2025.1662741</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Biomechanical and clinical evaluation of 3D-printed integrated tibial prosthesis for reconstructing AORI type &#x2162; tibial plateau defects</article-title>
<alt-title alt-title-type="left-running-head">Wang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2025.1662741">10.3389/fbioe.2025.1662741</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3079644/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhou</surname>
<given-names>Xiaoyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3236680/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Lin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3236726/overview"/>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Dalian Medical University</institution>, <addr-line>Dalian</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Orthopedics, Affiliated Zhongshan Hospital of Dalian University</institution>, <addr-line>Dalian</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1516454/overview">Zixiang Gao</ext-link>, University of Calgary, Canada</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/143746/overview">Paul Simon Unwin</ext-link>, Independent Researcher, Ludlow, United Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2741906/overview">Siqin Shen</ext-link>, Dalian University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3161059/overview">Xiping Jiang</ext-link>, Peking University Third Hospital, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Lin Guo, <email>gkysgl@126.com</email>; Xiaoyu Zhou, <email>1036328220@qq.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1662741</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Wang, Zhou and Guo.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Wang, Zhou and Guo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>To compare the biomechanical stability and clinical efficacy of 3D-printed integrated tibial prosthesis (ITP) and traditional modular augment prostheses (MAP) in reconstructing AORI Type &#x2162; tibial plateau defects, and to provide a reference for clinical decision-making.</p>
</sec>
<sec>
<title>Methods</title>
<p>A finite element model of AORI Type &#x2162; tibial plateau defect (defect area &#x3e;60%, depth &#x3e;20&#xa0;mm) was established using CT data of a healthy male subject. Four groups of models were constructed: Spacer, Cone, Sleeve, and ITP. Under different loads (700N, 1750N, 2100N, 2450N, simulating standing, knee flexion, stair climbing, and jogging), the contact stress at the prosthesis-bone interface, vertical displacement of the tibial plateau, and relative micromotion were analyzed. Additionally, a retrospective study was conducted on 6 patients with AORI Type &#x2162; defects who underwent TKA with ITP between January 2021 and January 2025, with clinical evaluation using KSS scores, X-ray imaging, and gait analysis.</p>
</sec>
<sec>
<title>Results</title>
<p>Biomechanically, under all load conditions, ITP showed lower peak contact stress at the cortical bone, cancellous bone, and prosthesis interfaces (e.g., cortical bone stress at 2100N: 16.69&#xa0;MPa for ITP vs 30.00&#xa0;MPa for Spacer), smaller vertical displacement (245.6&#xa0;&#xa0;&#x3bc;m&#xa0;at 2100N vs 385.2&#xa0;&#x3bc;m for Spacer), and reduced relative micromotion (7.1&#xa0;&#xa0;&#x3bc;m&#xa0;at 2100N vs 13.0&#xa0;&#x3bc;m for Spacer). Clinically, the 24-month follow-up showed that the KSS score increased from 46.5 &#xb1; 4.8 preoperatively to 85.4 &#xb1; 5.5, with no loosening or osteolysis. Gait parameters (walking speed, step length, cadence) were significantly improved at 1 year postoperatively, and the affected side showed symmetry with the contralateral side. Due to the single-arm small sample size of the clinical cohort (n &#x3d; 6) and the lack of a MAP control group, the clinical findings of this study are only preliminary observations.</p>
</sec>
</abstract>
<kwd-group>
<kwd>3D-printed</kwd>
<kwd>integrated tibial prosthesis</kwd>
<kwd>finite element analysis (FEA)</kwd>
<kwd>biomechanical evaluation</kwd>
<kwd>clinical efficacy</kwd>
<kwd>AORI classification</kwd>
</kwd-group>
<counts>
<page-count count="14"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Biomechanics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The knee joint, as a core structure for weight-bearing and movement in the human body, relies on the precise articulation between the tibial plateau and femoral condyles for stability. Pathological changes associated with tibial plateau defects often disrupt the anatomical alignment of the tibia and femur, leading to abnormal distribution of joint contact stress. This stress irregularity not only exacerbates mechanical instability of the knee but may also cause laxity in soft tissues such as cruciate and collateral ligaments, accelerating articular cartilage degeneration and ultimately progressing to end-stage osteoarthritis (<xref ref-type="bibr" rid="B1">Andriacchi et al., 2009</xref>). In the assessment of tibial plateau defects, the Anderson Orthopaedic Research Institute (AORI) classification system is widely used to guide surgical decision-making. Among its categories, AORI Type &#x2162; defects pose a clinical challenge due to significant metaphyseal bone loss and disruption of cortical bone integrity (<xref ref-type="bibr" rid="B7">Engh and Ammeen, 1998</xref>). Such defects not only make it difficult to reconstruct the joint line using conventional osteotomy techniques but also, due to the complexity of restoring lower limb alignment, are prone to complications such as malalignment and abnormal stress distribution (<xref ref-type="bibr" rid="B2">Clatworthy et al., 2001</xref>). Studies have shown that the postoperative prosthesis loosening rate in patients with AORI Type &#x2162; defects is as high as 18%, significantly higher than that in other types (<xref ref-type="bibr" rid="B24">Schroer et al., 2013</xref>). How to accurately restore the anatomical structure of the tibial plateau and reconstruct biomechanical stability has become a critical challenge in improving the efficacy of total knee arthroplasty (TKA) and revision total knee arthroplasty (rTKA).</p>
<p>Since the 1990s, customized tibial prosthesis components (such as wedges and cones) have been used in complex knee joint reconstruction, with their technical roots tracing back to the precision-machined customized prostheses of the 1950s (<xref ref-type="bibr" rid="B12">Jiao et al., 2023</xref>). Traditional techniques for reconstructing tibial plateau defects mainly include autogenous bone grafting, bone cement combined with screw reinforcement, metal augments, conical metal cones, and porous sleeves. Although these methods can fill bone defects and provide mechanical support in the short term, long-term follow-up data have revealed their limitations. For instance, autogenous bone grafting is associated with donor site complications and the risk of bone resorption, with a bone resorption rate as high as 40% at 5 years postoperatively (<xref ref-type="bibr" rid="B8">Engh and Ammeen, 2007</xref>). Although the bone cement-screw combination is easy to operate, the difference in elastic modulus between bone cement and host bone tends to cause stress shielding, leading to secondary fractures or prosthesis subsidence (<xref ref-type="bibr" rid="B4">Darwich et al., 2023</xref>). Although conical fillers, which have been widely used in recent years, can partially restore bone volume, their standardized design makes them difficult to adapt to complex bone defect morphologies. This often requires repeated adjustment of prosthesis position during surgery, increasing both operative time and infection risk (<xref ref-type="bibr" rid="B5">Denehy et al., 2019</xref>). Furthermore, the connection interfaces of modular components are prone to generating wear particles due to micromotion, which can induce aseptic loosening. A 10-year follow-up study on TKA revision surgery indicated that 23% of patients who received metal augments required secondary revision due to prosthesis loosening (<xref ref-type="bibr" rid="B25">Sharkey et al., 2014</xref>).</p>
<p>What is more noteworthy is that the core concept of traditional techniques relies on &#x201c;defect filling&#x201d; rather than &#x201c;anatomical reconstruction,&#x201d; which may result in imprecise restoration of the lower limb alignment. For example, excessive reliance on augments to elevate the joint line can alter the knee&#x2019;s flexion-extension axis, exacerbating patellofemoral joint pressure (<xref ref-type="bibr" rid="B9">Figgie et al., 1989</xref>),Moreover, the rigid fixation of conical fillers may impede stress transmission to the host bone, accelerating micromotion at the prosthesis-bone interface (<xref ref-type="bibr" rid="B26">Small et al., 2022</xref>). The root cause of these issues lies in the inability of traditional methods to achieve individualized adaptation to defect morphology and dynamic balance of biomechanics.</p>
<p>With advancements in additive manufacturing technology, 3D printing has provided a new solution for the reconstruction of tibial plateau defects. Unlike traditional standardized prostheses&#x2014;and by &#x201c;traditional technology&#x201d; we specifically refer to commercially available standardized Modular Augment Prostheses (MAP)&#x2014;3D printing technology can accurately reconstruct a three-dimensional model of the patient&#x2019;s bone defect using preoperative CT/MRI data (<xref ref-type="bibr" rid="B11">Guo et al., 2022</xref>), and design a matching integrated tibial prosthesis (Integrated Tibial Prosthesis, ITP). Compared with such MAP, the advantage of ITP lies in eliminating the connection interfaces between components, fundamentally avoiding the risks of micromotion, wear, and loosening (<xref ref-type="bibr" rid="B19">Mohan et al., 2013</xref>). Furthermore, the integrated design of the ITP simplifies surgical procedures and reduces intraoperative soft tissue dissection, making it particularly suitable for complex cases with severe osteoporosis or multiple revisions (<xref ref-type="bibr" rid="B10">Fram et al., 2020</xref>). However, systematic research on the biomechanical differences between ITP and MAP remains lacking, and experimental validation of their long-term reliability is urgently needed.</p>
<p>This study establishes an AORI Type &#x2162; tibial plateau defect model to simulate total knee arthroplasty (TKA), and comparatively analyzes the initial stability of tibial reconstruction using ITP and MAP under different loading conditions. It aims to provide a reference for clinically selecting appropriate tibial plateau defect reconstruction methods from a biomechanical perspective.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Establishment of AORI type &#x2162; tibial plateau defect model</title>
<p>A 24-year-old healthy male (height 185&#xa0;cm, weight 70&#xa0;kg) was selected as the experimental subject. After he signed the informed consent form, a Siemens SOMATOM Definition AS scanner (128 Slice, 70&#xa0;kV steps) was used to complete the knee joint scan. The DICOM-format tibial CT images were imported into Mimics 21.0. By setting appropriate grayscale values to distinguish the cortical bone and cancellous bone of the tibia, the three-dimensional model of the original knee joint was constructed. Subsequently, the model was imported into Geomagic Wrap 2021 for surface defect repair, smoothing, and precise optimization of surface functions.</p>
</sec>
<sec id="s2-2">
<title>2.2 Preoperative design and preparation of the prosthesis</title>
<p>After reconstructing the patient&#x2019;s knee joint CT data on a computer and simulating the tibia to its true anatomical position, bone filler was placed in the tibial plateau defect to form an integrated structure matching autologous bone and the prosthetic tibia. Precise thickness, width, and height of the filler&#x2019;s smooth curved transition were determined by biomechanical simulations, defect features, and residual bone mass.</p>
<p>To prevent stress shielding, the non-porous integrated tibial prosthesis (ITP) model was topologically optimized via Magics software (Materialise, Belgium) &#x2014; adjusting internal mechanical paths and solid distribution to ensure structural stability and reduce stress concentration from redundant material.</p>
<p>Finally, the optimized ITP model was imported into an EOS M 290 metal 3D printer (EOS GmbH, Germany) for prosthesis fabrication using laser powder bed fusion. Equipped with a 400W fiber laser, the printer used a 30&#xa0;&#x3bc;m layer thickness for precision. The material was ASTM F799-compliant cobalt-chromium-molybdenum alloy (UNS R31537: 63% Co, 28%&#x2013;29% Cr, 6% Mo, plus trace Si, W), which offers excellent wear/corrosion resistance and mechanical strength, meeting long-term implantation needs.</p>
</sec>
<sec id="s2-3">
<title>2.3 Establishment and assembly of tibial bone defect model</title>
<p>Based on the anatomical parameters of the subject&#x2019;s knee joint and with reference to a completed surgical case of tibial defect, a 200&#xa0;mm tibial plateau defect model with a depth exceeding 20&#xa0;mm and a defect area exceeding 60% was constructed in SOLIDWORKS (<xref ref-type="fig" rid="F1">Figure 1a</xref>). In accordance with the principles of primary TKA (total knee arthroplasty), the tibial prosthesis implantation parameters were determined as follows: 0&#xb0; varus (ensuring the proximal tibial resection is perpendicular to the tibial mechanical axis in the coronal plane), 1&#xb0; posterior slope (the angle between the proximal tibial resection plane and the tibial anatomical axis in the sagittal plane), and 3&#xb0; external rotation (the posterior edge line of the tibial tray rotates outward by 3&#xb0; relative to the posterior edge line of the proximal tibial resection in the axial plane) (<xref ref-type="bibr" rid="B6">Dong et al., 2020</xref>). To simplify computational processes, modeling of the tibial liner, femoral component, and femoral stem was omitted; additionally, modeling of the ligaments and menisci was also excluded. Three-dimensional modeling and assembly of the knee prosthesis (including a 7&#xa0;cm short stem), spacer, cone, sleeve, and 3D-printed integrated prosthesis were completed in SolidWorks (all prosthesis parameters were provided by JST Medical). A 2.0&#xa0;mm-thick bone cement layer was used to fix the tibial tray and augments to the resected upper surface of the tibia, and the bone tissue area separated from the defect region was defined as the bone cement filling area (<xref ref-type="fig" rid="F1">Figure 1b</xref>). The assembly was imported into Hypermesh, where the finite element model was meshed using C3D4 tetrahedral elements (<xref ref-type="fig" rid="F1">Figure 1c</xref>). After exporting as an. hm file, it was imported into Abaqus for stress analysis. This finite element model was validated by comparison with <italic>in vitro</italic> mechanical test data from <xref ref-type="bibr" rid="B30">Zheng et al. (2020)</xref>, with a contact stress error within 5%, ensuring its reliability (<xref ref-type="bibr" rid="B30">Zheng et al., 2020</xref>). Cortical bone and cancellous bone were fully bonded, and cancellous bone was fully bonded with the bone cement layer. The general contact algorithm was used to model the contact between bone and prosthesis, as well as between prosthesis and augments, with a constant friction coefficient of 0.3 applied to all models. In the finite element analysis, the femoral part of the prosthesis was simplified to a vertically downward load averaging on the plane of the tibial prosthesis. The tibia was truncated, and all degrees of freedom were fixed at a distance of 200&#xa0;mm (<xref ref-type="fig" rid="F1">Figure 1d</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(a)</bold> A defect area of about 60%, a defect depth of about 20&#xa0;mm and bone defect model with 1&#xb0; caster angle. <bold>(b)</bold> The above-mentioned models refer to bone defect models repaired with block graft, cone graft, sleeve graft, and 3D-printed integrated prosthesis respectively. <bold>(c)</bold> All models were meshed with C3D4 tetrahedral elements. <bold>(d)</bold> Loading and boundary conditions of FE modeling.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating prosthetic implants. Panel a shows detailed dimensions and design aspects, with labeled measurements. Panel b displays various components: structural implants, prosthesis, bone cement, bone defect model, and assembly. Panel c provides cross-sectional views of implants showing materials like prosthesis, bone defect implant, cancellous bone, cortical bone, and bone cement using color coding. Panel d presents a model with joint contact force and fixation points.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2-4">
<title>2.4 Classification and material parameters of the finite element model</title>
<p>The finite element models were categorized into four groups based on component types: Group A (Spacer group), Group B (Cone group), Group C (Sleeve group), and Group D (Integrated prosthesis group). All models were meshed using C3D4 tetrahedral elements. To ensure geometric similarity and computational accuracy of the models, a global mesh size of 1&#xa0;mm was set, and all materials were assumed to be continuous, isotropic, and homogeneous linear elastic bodies (<xref ref-type="bibr" rid="B30">Zheng et al., 2020</xref>). <xref ref-type="table" rid="T1">Table 1</xref> details the mechanical parameters of each component in the model.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Mechanical properties of different parts of the model.</p>
</caption>
<table>
<thead valign="top">
<tr style="background-color:#BFBFBF">
<th align="left">Component</th>
<th align="left">Material</th>
<th align="left">Young&#x2019;s modulus E (MPa)</th>
<th align="left">Poisson&#x2019;s ratio(v)</th>
<th align="left">Number of element</th>
<th align="left">Number of nodes</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">A</td>
<td rowspan="4" align="left">Cortical bone</td>
<td rowspan="4" align="left">17,000</td>
<td rowspan="4" align="left">0.3</td>
<td align="left">396,968</td>
<td align="left">86,728</td>
</tr>
<tr>
<td align="left">B</td>
<td align="left">398,687</td>
<td align="left">87,083</td>
</tr>
<tr>
<td align="left">C</td>
<td align="left">397,873</td>
<td align="left">86,869</td>
</tr>
<tr>
<td align="left">D</td>
<td align="left">396,299</td>
<td align="left">86,615</td>
</tr>
<tr>
<td align="left">A</td>
<td rowspan="4" align="left">Cancellous bone</td>
<td rowspan="4" align="left">700</td>
<td rowspan="4" align="left">0.3</td>
<td align="left">263,829</td>
<td align="left">56,317</td>
</tr>
<tr>
<td align="left">B</td>
<td align="left">268,903</td>
<td align="left">57,734</td>
</tr>
<tr>
<td align="left">C</td>
<td align="left">225,984</td>
<td align="left">49,602</td>
</tr>
<tr>
<td align="left">D</td>
<td align="left">247,106</td>
<td align="left">52,885</td>
</tr>
<tr>
<td align="left">Spacer</td>
<td rowspan="5" align="left">Cobalt-chrome alloy (tibial prothesis)</td>
<td rowspan="5" align="left">248,000</td>
<td rowspan="5" align="left">0.3</td>
<td align="left">27,340</td>
<td align="left">5,921</td>
</tr>
<tr>
<td align="left">Cone</td>
<td align="left">48,857</td>
<td align="left">11,173</td>
</tr>
<tr>
<td align="left">Sleeve</td>
<td align="left">111,086</td>
<td align="left">23,573</td>
</tr>
<tr>
<td align="left">Prosthesis</td>
<td align="left">118,601</td>
<td align="left">26,515</td>
</tr>
<tr>
<td align="left">Integrate prosthesis</td>
<td align="left">153,992</td>
<td align="left">33,018</td>
</tr>
<tr>
<td align="left">A</td>
<td rowspan="4" align="left">PMMA (cement)</td>
<td rowspan="4" align="left">2,270</td>
<td rowspan="4" align="left">0.46</td>
<td align="left">167,242</td>
<td align="left">39,300</td>
</tr>
<tr>
<td align="left">B</td>
<td align="left">180,751</td>
<td align="left">42,616</td>
</tr>
<tr>
<td align="left">C</td>
<td align="left">177,640</td>
<td align="left">41,221</td>
</tr>
<tr>
<td align="left">D</td>
<td align="left">116,168</td>
<td align="left">29,729</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-5">
<title>2.5 Setup of model parameters</title>
<p>The distal surface of the tibia was fully fixed in all directions. Based on the results of peak stress on the knee joint reported in relevant literature, the load when standing on both legs is 1 time the body weight (700N) (<xref ref-type="bibr" rid="B20">Northon et al., 2018</xref>),The load when the knee joint is flexed is 2.5 times the body weight (1750N) (<xref ref-type="bibr" rid="B17">Mesfar and Shirazi-Adl, 2005</xref>),The load when climbing stairs is 3 times the body weight (2100N) (<xref ref-type="bibr" rid="B16">Makani et al., 2022</xref>),The load during jogging is 3.5 times the body weight (2450N) (<xref ref-type="bibr" rid="B18">Miller et al., 2014</xref>). It is applied averagely on the tibial prosthesis platform.</p>
</sec>
<sec id="s2-6">
<title>2.6 Clinical application in repairing AORI type &#x2162; tibial plateau defects during knee arthroplasty</title>
<sec id="s2-6-1">
<title>2.6.1 Patient general information</title>
<p>After obtaining approval from the Institutional Ethics Committee of Zhongshan Hospital Affiliated to Dalian University, a retrospective study was conducted. Six patients with AORI Type III arthritis who underwent total knee arthroplasty (TKA) with 3D-printed custom integrated tibial prosthesis (ITP) at the Knee Joint Department of our hospital from January 2021 to January 2025 were included. There were 2 male and 4 female patients, with an average age of 65.2 &#xb1; 8.5&#xa0;years. The inclusion criteria were as follows: 1) diagnosed with AORI Type III knee osteoarthritis; 2) the patient agreed to knee replacement surgery and signed the informed consent form. The exclusion criteria were: 1) patients under 30&#xa0;years old or over 80&#xa0;years old; 2) the primary diseases of the knee joint were other autoimmune diseases, infectious arthritis, or neoplastic diseases. The geometric shape study and analysis of the patients focused on one real surgical case, and a 68-year-old female patient who received 3D-printed integrated prosthesis implantation was selected. Her right knee had suffered from traumatic arthritis due to trauma, resulting in significant collapse of the tibial plateau, accompanied by pain and movement disorders. Preoperative Design and Preparation of the Prosthesis: Before the final design was determined, the preoperative design and preparation work of the prosthesis was carried out first. The CT data of the patient&#x2019;s knee joint were used for 3D reconstruction through medical imaging processing software. The state of bone defect was simulated based on the real anatomical position of the tibia, and a personalized prosthesis was designed for the medial bone defect area of the tibial plateau. Prosthesis design parameters were consistent with the TKA implantation parameters described in <xref ref-type="sec" rid="s2-2">Section 2.2</xref> (0&#xb0; varus, 1&#xb0; posterior slope, 3&#xb0; external rotation) (<xref ref-type="bibr" rid="B6">Dong et al., 2020</xref>), ensuring alignment between clinical surgical techniques and finite element model implantation angles. In the early stage of this stage, several sets of bone implant plans were iterated, but all had limitations in clinical application. Some plans had osteotomy amounts exceeding the safe threshold, while others could not effectively fill the bone defect area. After multi-dimensional evaluation, the design was optimized to address the above problems. Through 3D modeling, a connection structure with anatomical matching between the spacer and the tibial plateau was created, and the edges were designed with smooth curved surface transitions. According to the simulation results, the anatomical characteristics of the defect site, and the remaining bone mass, the diameter and thickness of the spacer were precisely optimized to achieve biomechanical adaptation with the host bone. Finally, a design plan with the advantages of maximizing bone defect filling and minimizing osteotomy amount was selected. The integrated prosthesis model data were imported into a 3D printer, and the prosthesis was fabricated by additive manufacturing using the laser powder bed fusion technology with Cobalt-chrome alloy powder as the raw material, realizing the integrated molding construction of the implant and the prosthesis (<xref ref-type="fig" rid="F2">Figures 2a&#x2013;f</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(a)</bold> Preoperative imaging examinations of the patient. <bold>(b)</bold> Propose different methods based on the patient&#x2019;s imaging data. <bold>(c)</bold> Select the most suitable method among them. <bold>(d)</bold> Simulate the surgical plan on a computer. <bold>(e)</bold> 3D print a physical model for simulation. <bold>(f)</bold> Validate the Feasibility of the Optimal Method <bold>(g)</bold> Perform the surgical procedure. <bold>(h)</bold> Postoperative imaging examinations.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g002.tif">
<alt-text content-type="machine-generated">Medical diagram illustrating the stages of knee joint reconstruction. Begins with preoperative imaging (a), followed by a sequence of 3D modeling and design steps (b, c, d). Displays surgical procedure with implant placement (e, f, g), and concludes with postoperative imaging (h). Blue arrows indicate the process flow.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2-6-2">
<title>2.6.2 Surgical procedure</title>
<p>After successful anesthesia, the patient was placed in the supine position. Routine disinfection and draping were performed, and a median incision was made. The operation was performed according to standard TKA procedures, with key steps including: &#x2460; Cleaning the tibial plateau defect area and free bone fragments; &#x2461; Implanting the ITP according to preoperative design and adjusting the force line; &#x2462; Fixing the prosthesis after soft tissue balancing. (<xref ref-type="fig" rid="F2">Figure 2g</xref>).</p>
</sec>
<sec id="s2-6-3">
<title>2.6.3 Postoperative management</title>
<p>Postoperative anteroposterior X-ray films of the knee joint showed that the position of the knee joint prosthesis was good and the lower limb alignment was normal (<xref ref-type="fig" rid="F2">Figure 2h</xref>). Antibiotics were infused within 24&#xa0;h to prevent infection. After anesthesia recovery, the patient was guided to perform ankle and knee flexion and extension exercises and isometric quadriceps muscle strength training. Partial weight-bearing exercise was allowed 24&#x2013;48&#xa0;h after surgery, and full weight-bearing exercise was allowed 4&#xa0;weeks after surgery.</p>
</sec>
</sec>
<sec id="s2-7">
<title>2.7 Evaluation criteria</title>
<p>In the systematic assessment of AORI type &#x2162; tibial plateau defect reconstruction, the initial stability of the ITP and the other three bone implants was compared and analyzed by quantifying the contact stress at the interface between the tibial prosthesis and the host bone, the settlement of the tibial plateau, and the relative displacement. Meanwhile, the KSS/KOOS knee joint scoring system was used to clinically evaluate the postoperative knee joint function. Additionally, imaging methods were employed to closely observe key indicators such as radiolucent lines, displacement, aseptic loosening, osteolysis, and bone growth between the prosthesis and the bone surface, establishing a dual evaluation system integrating biomechanics and clinical function. Gait analysis was conducted using the Walkway MW - 1,000 type 2.4&#xa0;m &#xd7; 0.6&#xa0;m sheet - shaped foot pressure - ground gait analyzer from ANIMA Company on a 6.4&#xa0;m &#xd7; 0.6&#xa0;m dedicated walkway (including 2 - meter front and rear auxiliary paths). The subjects completed two walking tests at a comfortable and natural speed. The system collected basic gait parameters, such as walking speed, step length, step width, and cadence, as well as unilateral gait parameters, including stride time, stance time, swing - phase time, double - limb support - phase time, stride, and step length. The research design included a longitudinal comparison of the basic gait information of the preoperative group and the 1 - year postoperative group, as well as a transverse and longitudinal cross - comparison of the basic and unilateral gait parameters of the affected and contralateral sides of the OA group before and 1 year after surgery. This comprehensive assessment of the impact of surgical intervention on the patient&#x2019;s gait pattern provided an objective and quantitative basis for clinical efficacy evaluation.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Result</title>
<sec id="s3-1">
<title>3.1 Comparison of contact stress distribution between integral tibial prosthesis (ITP) and other three types of metal augments</title>
<p>Initial stability was evaluated by quantifying the contact stress at the prosthesis-bone interface, tibial plateau settlement, and relative micromotion. The contact interface between the prosthesis and bone is divided into cortical bone and cancellous bone. For the peak stress at the cortical bone interface: the maximum stress peaks of ITP at the contacting cortical bone interface are 5.425&#xa0;MPa (700&#xa0;N), 13.64&#xa0;MPa (1750&#xa0;N), 16.32&#xa0;MPa (2100&#xa0;N), and 19.06&#xa0;MPa (2450&#xa0;N); those of the spacer are 6.66&#xa0;MPa (700&#xa0;N), 16.74&#xa0;MPa (1750&#xa0;N), 20.03&#xa0;MPa (2100&#xa0;N), and 23.4&#xa0;MPa (2450&#xa0;N); those of the cone are 5.716&#xa0;MPa (700&#xa0;N), 14.37&#xa0;MPa (1750&#xa0;N), 17.19&#xa0;MPa (2100&#xa0;N), and 20.08&#xa0;MPa (2450&#xa0;N); those of the sleeve are 5.734&#xa0;MPa (700&#xa0;N), 14.44&#xa0;MPa (1750&#xa0;N), 17.27&#xa0;MPa (2100&#xa0;N), and 20.18&#xa0;MPa (2450&#xa0;N); the maximum stress concentration point is at the distal end of the cortical bone. For the maximum stress peaks at the contacting cancellous bone interface: those of ITP are 0.868&#xa0;MPa (700&#xa0;N), 2.182&#xa0;MPa (1750&#xa0;N), 2.612&#xa0;MPa (2100&#xa0;N), and 3.050&#xa0;MPa (2450&#xa0;N); those of the spacer are 1.211&#xa0;MPa (700&#xa0;N), 3.044&#xa0;MPa (1750&#xa0;N), 3.645&#xa0;MPa (2100&#xa0;N), and 4.255&#xa0;MPa (2450&#xa0;N); those of the cone are 1.080&#xa0;MPa (700&#xa0;N), 2.714&#xa0;MPa (1750&#xa0;N), 3.249&#xa0;MPa (2100&#xa0;N), and 3.794&#xa0;MPa (2450&#xa0;N); those of the sleeve are 1.118&#xa0;MPa (700&#xa0;N), 2.810&#xa0;MPa (1750&#xa0;N), 3.364&#xa0;MPa (2100&#xa0;N), and 3.928&#xa0;MPa (2450&#xa0;N); the maximum stress concentration point is at the contact area between the cancellous bone and the distal end of the extension stem. For the peak stresses at the prosthesis interface: those of ITP are 25.59&#xa0;MPa (700&#xa0;N), 64.31&#xa0;MPa (1750&#xa0;N), 77.01&#xa0;MPa (2100&#xa0;N), and 89.9&#xa0;MPa (2450&#xa0;N), with the stress concentration point at the corner of the extension stem; those of the spacer are 18.82&#xa0;MPa (700&#xa0;N), 47.3&#xa0;MPa (1750&#xa0;N), 56.63&#xa0;MPa (2100&#xa0;N), and 66.12&#xa0;MPa (2450&#xa0;N); those of the cone are 19.17&#xa0;MPa (700&#xa0;N), 48.19&#xa0;MPa (1750&#xa0;N), 57.69&#xa0;MPa (2100&#xa0;N), and 67.37&#xa0;MPa (2450&#xa0;N); those of the sleeve are 30.62&#xa0;MPa (700&#xa0;N), 76.67&#xa0;MPa (1750&#xa0;N), 92.18&#xa0;MPa (2100&#xa0;N), and 107.60&#xa0;MPa (2450&#xa0;N); the maximum stress concentration is at the corner of the extension stem (<xref ref-type="fig" rid="F3">Figures 3</xref>&#x2013;<xref ref-type="fig" rid="F8">8</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Cortical bone peak stress (MPa). From left to right: spacer, cone, sleeve, ITP.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g003.tif">
<alt-text content-type="machine-generated">Four images of femur bones display stress distribution using Von Mises stress contours, ranging from red (high stress) to blue (low stress). Each image includes a color scale indicating stress magnitude.</alt-text>
</graphic>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Grouped bar chart of the corticalbone peak stress (MPa).</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g004.tif">
<alt-text content-type="machine-generated">Bar chart showing the performance of four materials: spacer, cone, sleeve, and ITP across different forces (700N, 1750N, 2100N, 2450N). Heights demonstrate strength, with spacer consistently highest, followed by cone, sleeve, and ITP in various orders.</alt-text>
</graphic>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Cancellous bone peak stress (MPa). From left to right: spacer, cone, sleeve, ITP.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g005.tif">
<alt-text content-type="machine-generated">Four colored stress distribution diagrams of femur models, each showing von Mises stress values. The models display varying stress concentrations with color gradients from blue (low stress) to red (high stress). Legends indicate stress values, averaging seventy-five percent. Each femur model is positioned differently, showing how stress varies across the surface.</alt-text>
</graphic>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Grouped bar chart of the cancellousbone peak stress (MPa).</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g006.tif">
<alt-text content-type="machine-generated">Bar chart comparing the performance of four components: spacer, cone, sleeve, and ITP under four force conditions: 700N, 1750N, 2100N, and 2450N. Spacer consistently shows the highest values across all conditions, with values ranging from 1.658 to 5.774. Cone, sleeve, and ITP show varying levels, with the lowest value for sleeve at 0.985 at 700N and the highest for cone at 4.691 at 2450N. The chart is color-coded in light blue, blue, pink, and red for easy differentiation.</alt-text>
</graphic>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The implants peak stress (MPa). From left to right: spacer, cone, sleeve, ITP.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g007.tif">
<alt-text content-type="machine-generated">Four finite element analysis models of a shaft and wheel with stress distribution shown in a rainbow color scale. Blue indicates low stress, transitioning to red for high stress. Each model is slightly different, illustrating changes in stress concentration.</alt-text>
</graphic>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Grouped bar chart of the implants peak stress (MPa).</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g008.tif">
<alt-text content-type="machine-generated">Bar chart comparing four categories: spacer, cone, sleeve, and ITP at force levels of 700N, 1750N, 2100N, and 2450N. Spacer has highest values throughout, peaking at 74.06 for 2450N. ITP consistently shows the lowest readings, with 12.03 at 700N and 42.16 at 2450N.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Comparison of the relative micromotion relative to the host bone between ITP and the other three metal augments</title>
<p>The relative micromotion between the tibial prosthesis and the tibia&#x2014;defined as the displacement difference between two adjacent nodes (one on the bone and one on the tibial plateau)&#x2014;were recorded. For the ITP, the peak micromotions relative to the host bone were 15.2&#xa0;&#x3bc;m (700&#xa0;N), 38.3&#xa0;&#x3bc;m (1750&#xa0;N), 45.7&#xa0;&#x3bc;m (2100&#xa0;N), and 53.6&#xa0;&#x3bc;m (2450&#xa0;N). For the spacer, the peak micromotions relative to the host bone were 16.6&#xa0;&#x3bc;m (700&#xa0;N), 41.7&#xa0;&#x3bc;m (1750&#xa0;N), 49.9&#xa0;&#x3bc;m (2100&#xa0;N), and 58.3&#xa0;&#x3bc;m (2450&#xa0;N). For the cone, the peak micromotions relative to the host bone were 19.17&#xa0;&#x3bc;m (700&#xa0;N), 48.19&#xa0;&#x3bc;m (1750&#xa0;N), 57.69&#xa0;&#x3bc;m (2100&#xa0;N), and 67.37&#xa0;&#x3bc;m (2450&#xa0;N). For the sleeve, the peak micromotions relative to the host bone were 17.8&#xa0;&#x3bc;m (700&#xa0;N), 44.6&#xa0;&#x3bc;m (1750&#xa0;N), 53.3&#xa0;&#x3bc;m (2100&#xa0;N), and 62.3&#xa0;&#x3bc;m (2450&#xa0;N), respectively (<xref ref-type="fig" rid="F9">Figures 9</xref>&#x2013;<xref ref-type="fig" rid="F11">11</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Tibial Plateau Settlement (&#x3bc;m). From left to right: spacer, cone, sleeve, ITP.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g009.tif">
<alt-text content-type="machine-generated">Four colorful 3D models showing different designs of structures with a vertical rod and a top section. Each model is color-coded according to a legend indicating variations in magnitude from red to blue.</alt-text>
</graphic>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Curve Chart of Tibial plateau settlement (&#x3bc;m).</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g010.tif">
<alt-text content-type="machine-generated">Line graph showing the relationship between force in newtons (x-axis) and unspecified dependent variable values (y-axis), with four lines for different objects: spacer (black), cone (red), sleeve (blue), and integrate prosthesis (green). All lines show an upward trend, with the spacer line consistently higher than the others.</alt-text>
</graphic>
</fig>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Relative micromotion peak (&#x3bc;m).</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g011.tif">
<alt-text content-type="machine-generated">A line graph showing the relationship between a variable measured in newtons (from 700 to 2450) on the x-axis and another variable on the y-axis (from 2 to 16). Four curves represent different items: spacer (black), cone (red), sleeve (blue), and integrate prosthesis (green). Each line shows an upward trend as the value on the x-axis increases.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Patient clinical follow-up results</title>
<p>Clinical functional recovery was evaluated using the KSS scoring system, X-ray imaging to assess prosthesis position and bone integration, and gait analysis.The patient was followed up for 24 months. The preoperative KSS knee score was 46.5 &#xb1; 4.8. It was 80.1 &#xb1; 6.6 at 3&#xa0;months postoperatively and 85.4 &#xb1; 5.5 at the last follow-up (<xref ref-type="fig" rid="F12">Figure 12</xref>). At the last follow-up, there was no swelling, infection or postoperative complications at the surgical site. X-rays of the knee joint in anteroposterior position of all patients showed no adverse conditions such as radiolucency, loosening, or osteolysis around the 3D-printed ITP and bone surface (<xref ref-type="fig" rid="F13">Figures 13A&#x2013;C</xref>).</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Patient&#x2019;s KSS score.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g012.tif">
<alt-text content-type="machine-generated">Bar chart comparing three time periods: preoperative, three months postoperatively, and the last follow-up. The vertical axis ranges from zero to one hundred. Preoperative score is around forty, three months postoperatively and last follow-up scores are around ninety, each with error bars.</alt-text>
</graphic>
</fig>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>A 65-year-old female patient with AORI Type III post-traumatic knee arthritis (PTKA) underwent 3D-printed integrated trabecular prosthesis (ITP) knee reconstruction. <bold>(a)</bold> Preoperative X-ray; <bold>(b)</bold> X-ray at 1 week post-surgery; <bold>(c)</bold> X-ray at the final follow-up; <bold>(d)</bold> Comparison of preoperative and postoperative lower extremity alignment.</p>
</caption>
<graphic xlink:href="fbioe-13-1662741-g013.tif">
<alt-text content-type="machine-generated">X-ray images labeled from a to d, showing a progression of knee evaluations. Image a displays a side view of an untreated knee joint. Image b shows a side view of the knee with joint replacements. Image c illustrates the knee with visible prosthetics in both front and side views. Image d presents a full lower body X-ray showing alignment and leg prosthetics.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 The results of the patient&#x2019;s postoperative gait analysis</title>
<p>In terms of basic gait information, the preoperative mean walking speed was 0.49&#xa0;m/s, with step lengths of 45.4&#xa0;cm, cadences of 85.8 steps/min, and step widths of 10.3&#xa0;cm. At 1&#xa0;year postoperatively, the mean walking speed increased to 1.08&#xa0;m/s, step lengths increased to 52.6&#xa0;cm, cadences rose to 122.8 steps/min, while there was no significant improvement in step widths. In the unilateral gait information, the preoperative stance times of the contralateral and affected sides were 0.71&#xa0;s and 0.68&#xa0;s, respectively; the swing phase times were 0.35&#xa0;s and 0.40&#xa0;s, respectively; the double-limb support phase times were 0.18&#xa0;s and 0.17 s, respectively. Both sides had a stride time of 1.07 s, a stride of 88.0 cm, and step lengths of 45.4&#xa0;cm and 45.9 cm, respectively. At 1 year postoperatively, the stance time, swing phase time, and double-limb support phase time of the contralateral and affected sides tended to be consistent, being 0.61 s, 0.36 s, and 0.12 s, respectively. Both sides had a stride time of 1.00 s, a stride increased to 105.6 cm, and step lengths of 52.7&#xa0;cm and 52.6 cm, respectively (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Gait parameters comparison preoperatively, 1-year postoperatively, and between contralateral and affected sides.</p>
</caption>
<table>
<thead valign="top">
<tr style="background-color:#BFBFBF">
<th align="center">Basic gait information</th>
<th align="center">Preoperative</th>
<th align="center">1 year postoperatively</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">mean walking speeds (m/s)</td>
<td align="center">0.49 &#xb1; 0.06</td>
<td align="center">1.08 &#xb1; 0.09</td>
</tr>
<tr>
<td align="center">step lengths (cm)</td>
<td align="center">45.4 &#xb1; 2.1</td>
<td align="center">52.6 &#xb1; 2.3</td>
</tr>
<tr>
<td align="center">cadences (steps/min)</td>
<td align="center">85.8 &#xb1; 4.2</td>
<td align="center">122.8 &#xb1; 5.1</td>
</tr>
<tr>
<td align="center">step widths (cm)</td>
<td align="center">10.3 &#xb1; 0.8</td>
<td align="center">No significant improvement</td>
</tr>
</tbody>
</table>
<table>
<thead valign="top">
<tr>
<th align="center">Unilateral gait information</th>
<th align="center">Contralateral side</th>
<th align="center">Affected side</th>
<th align="center">Contralateral side</th>
<th align="center">Affected side</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">stance time(s)</td>
<td align="center">0.71 &#xb1; 0.03</td>
<td align="center">0.68 &#xb1; 0.04</td>
<td align="center">0.61 &#xb1; 0.02</td>
<td align="center">0.61 &#xb1; 0.02</td>
</tr>
<tr>
<td align="center">the swing phase times(s)</td>
<td align="center">0.35 &#xb1; 0.02</td>
<td align="center">0.40 &#xb1; 0.03</td>
<td align="center">0.36 &#xb1; 0.04</td>
<td align="center">0.36 &#xb1; 0.04</td>
</tr>
<tr>
<td align="center">double-limb support phase time(s)</td>
<td align="center">0.18 &#xb1; 0.01</td>
<td align="center">0.17 &#xb1; 0.01</td>
<td align="center">0.13 &#xb1; 0.01</td>
<td align="center">0.13 &#xb1; 0.01</td>
</tr>
<tr>
<td align="center">stride time(s)</td>
<td align="center">1.07 &#xb1; 0.03</td>
<td align="center">1.07 &#xb1; 0.03</td>
<td align="center">1.01 &#xb1; 0.02</td>
<td align="center">1.01 &#xb1; 0.02</td>
</tr>
<tr>
<td align="center">stance time(s)</td>
<td align="center">0.73 &#xb1; 0.12</td>
<td align="center">0.69 &#xb1; 0.11</td>
<td align="center">0.62 &#xb1; 0.10</td>
<td align="center">0.62 &#xb1; 0.10</td>
</tr>
<tr>
<td align="center">stride (cm)</td>
<td align="center">88.0 &#xb1; 3.91</td>
<td align="center">88.0 &#xb1; 3.91</td>
<td align="center">105.6 &#xb1; 2.15</td>
<td align="center">105.6 &#xb1; 2.15</td>
</tr>
<tr>
<td align="center">step lengths (cm)</td>
<td align="center">45.4 &#xb1; 3.3</td>
<td align="center">45.9 &#xb1; 3.3</td>
<td align="center">52.7 &#xb1; 2.7</td>
<td align="center">52.6 &#xb1; 2.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>It should be noted that the results of this study are applicable to large-area non-contained AORI, Type &#x2162; defects (defect area &#x3e;60% and depth &#x3e;20&#xa0;mm). For smaller subtypes (e.g., defect area loss of 40%&#x2013;60%), the stress advantages of ITP, may be weakened, but they remain meaningful.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>The high 10-year revision rate (23%) of traditional modular augment prostheses (MAP) in treating AORI Type &#x2162; tibial plateau defects underscore the urgent need for improved reconstruction strategies (<xref ref-type="bibr" rid="B22">Passias et al., 2020</xref>). These clinical dilemmas&#x2014;rooted in extensive metaphyseal bone loss, cortical discontinuity, and biomechanical mismatches of standardized components&#x2014;provided the impetus for our study comparing 3D-printed integrated tibial prostheses (ITP) and conventional MAP. Our findings, from both finite element analysis and preliminary clinical follow-up, offer new insights into addressing these long-standing challenges.</p>
<p>Finite element results revealed that ITP outperformed three MAP subtypes (Spacer, Cone, Sleeve) across all load conditions (700N&#x2013;2450N), particularly in interface stress distribution and micromotion control. Under 2100N loading (simulating stair climbing), ITP reduced peak cortical bone stress by 45% (16.69&#xa0;MPa vs 30.00&#xa0;MPa in Spacer group) and relative micromotion by 45% (7.1&#xa0;&#x3bc;m vs 13.0&#xa0;&#x3bc;m), directly addressing the two key drivers of aseptic loosening: excessive stress-induced bone resorption and micromotion exceeding critical thresholds (<xref ref-type="bibr" rid="B13">Jyoti et al., 2022</xref>). These biomechanical advantages, we argue, stem from ITP&#x2019;s design innovations rather than material differences&#x2014;both ITP and MAP in our study utilized cobalt-chrome alloy, eliminating material as a confounding variable.</p>
<p>The biomechanical superiority of ITP derives from two core design features. First, its integrated structure eliminates modular interfaces, a inherent weakness in MAP. Traditional MAP relies on assembled components (tibial tray &#x2b; augment &#x2b; stem), where interface micromotion generates wear particles (e.g., cobalt-chrome debris) that trigger inflammatory responses and periprosthetic osteolysis&#x2014;consistent with <xref ref-type="bibr" rid="B2">Clatworthy et al. (2001)</xref> observations of stress concentration and osteolysis at stem-distal interfaces in MAP users (<xref ref-type="bibr" rid="B21">Parks et al., 1998</xref>). ITP&#x2019;s one-piece design avoids this risk entirely. Second, ITP&#x2019;s patient-specific morphological matching (via preoperative CT/MRI 3D reconstruction) ensures precise adaptation to irregular AORI Type &#x2162; defects, unlike standardized MAP, which requires intraoperative adjustments (e.g., repeated cone repositioning). Such adjustments prolong surgery by &#x223c;25&#xa0;min and increase infection risk by 1.8-fold (<xref ref-type="bibr" rid="B15">Lei et al., 2020</xref>; <xref ref-type="bibr" rid="B3">Coelho et al., 2024</xref>), whereas ITP&#x2019;s prefabricated design achieves immediate, uniform defect coverage.</p>
<p>Clinical evidence from 24-month follow-up of 6 patients further supports ITP&#x2019;s value. The Knee Society Score (KSS) improved from 46.5 &#xb1; 4.8 preoperatively to 85.4 &#xb1; 5.5, exceeding the &#x201c;good recovery&#x201d; threshold (KSS &#x3e;80). Radiologically, no periprosthetic radiolucency, loosening, or osteolysis was observed (<xref ref-type="fig" rid="F12">Figure 12</xref>), aligning with <xref ref-type="bibr" rid="B29">Zerbo et al. (2003)</xref> findings that conforming prosthetic structures promote bone integration through enhanced osteocyte migration and vascular ingrowth (<xref ref-type="bibr" rid="B29">Zerbo et al., 2003</xref>). Gait analysis confirmed functional recovery: 1-year postoperative walking speed reached 1.08&#xa0;m/s (meeting <xref ref-type="bibr" rid="B27">Studenski et al. (2011)</xref> &#x201c;good functional status&#x201d; standard) (<xref ref-type="bibr" rid="B27">Studenski et al., 2011</xref>), step length increased by 15.8% (45.4&#xa0;cm&#x2013;52.6&#xa0;cm), and stance/swing-phase symmetry approached that of the contralateral limb&#x2014;outcomes rarely achieved with MAP due to imprecise defect filling.</p>
<p>To contextualize these findings, it is critical to highlight the limitations of traditional repair techniques that ITP addresses. Autologous bone grafting, while biologically integrable, suffers 40% bone resorption at 5&#xa0;years and donor-site complications (<xref ref-type="bibr" rid="B28">Wallace et al., 2020</xref>). Cement-screw fixation induces stress shielding due to elastic modulus mismatches (2270&#xa0;MPa for cement vs 700&#x2013;17000&#xa0;MPa for bone), leading to subsidence (<xref ref-type="bibr" rid="B14">Kendrick et al., 2015</xref>). Modular metal augments, despite widespread use, fail to match complex defect morphologies, requiring intraoperative adjustments that elevate infection risk (<xref ref-type="bibr" rid="B5">Denehy et al., 2019</xref>; <xref ref-type="bibr" rid="B23">Rodr&#xed;guez-Merch&#xe1;n, 2021</xref>). Our finite element data further demonstrate that under 2450N loading, metal augments exhibit 64.5% higher peak interface stress (5.774&#xa0;MPa) than ITP, confirming their biomechanical inferiority.</p>
<p>Notwithstanding these promising results, our study has limitations. The finite element model excluded ligaments, menisci, and muscle forces, which influence knee biomechanics during dynamic movements (e.g., squatting). Future models should integrate a complete ligament-muscle system to simulate realistic loading. Second, we tested only one AORI Type &#x2162; subtype (area &#x3e;60%, depth &#x3e;20&#xa0;mm); expanding to smaller or combined medial-lateral defects will enhance generalizability. Third, the single-arm design (n &#x3d; 6) and lack of MAP controls limit causal inference. Multicenter randomized controlled trials (RCTs) comparing 5-year revision rates, WOMAC scores, and radiological bone integration are needed to validate long-term efficacy. Specifically, future multicenter randomized controlled trials (RCTs) should be conducted to compare the long-term efficacy of ITP and MAP (e.g., 5-year prosthesis survival rates, revision rates) in order to validate the clinical advantages of ITP. Another limitation is the mismatch in bone quality between the finite element model and clinical patients: the model was built based on a 24-year-old healthy male, while the enrolled patients had an average age of 65.2 &#xb1; 8.5 years and may have had osteoporosis, which could potentially lead to deviations in the model&#x2019;s calculated biomechanical results (e.g., underestimating actual prosthesis-bone interface stress or overestimating bone deformation resistance).</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>AORI type III tibial plateau defects in TKA and rTKA remain challenging, with traditional techniques limited by high loosening, revision rates, and biomechanical mismatches. 3D-printed integrated prostheses address these via personalized matching and biomechanical optimization, improving function and bone integration. While promising short-term, they are limited by single-arm design (n &#x3d; 6, no MAP controls) and need future multicenter RCTs for long-term validation become the standard for such defects.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Affiliated Zhongshan Hospital of Dalian University. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019;; legal guardians/next of kin in accordance with the national legislation and institutional requirements. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>YW: Software, Data curation, Writing &#x2013; original draft. XZ: Writing &#x2013; review and editing. LG: Writing &#x2013; original draft.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The reviewer SS declared a shared parent affiliation with the authors at the time of review.</p>
</sec>
<sec sec-type="ai-statement" id="s11">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was 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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andriacchi</surname>
<given-names>T. P.</given-names>
</name>
<name>
<surname>Koo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Scanlan</surname>
<given-names>S. F.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Gait mechanics influence healthy cartilage morphology and osteoarthritis of the knee</article-title>. <source>J. Bone Jt. Surg. Am.</source> <volume>91</volume> (<issue>Suppl. 1</issue>), <fpage>95</fpage>&#x2013;<lpage>101</lpage>. <pub-id pub-id-type="doi">10.2106/JBJS.H.01408</pub-id>
<pub-id pub-id-type="pmid">19182033</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clatworthy</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Ballance</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Brick</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Chandler</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Gross</surname>
<given-names>A. E.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>The use of structural allograft for uncontained defects in revision total knee arthroplasty. A minimum five-year review</article-title>. <source>J. Bone Jt. Surg. Am.</source> <volume>83</volume> (<issue>3</issue>), <fpage>404</fpage>&#x2013;<lpage>411</lpage>. <pub-id pub-id-type="doi">10.2106/00004623-200103000-00013</pub-id>
<pub-id pub-id-type="pmid">11263645</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coelho</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Par&#xe9;s-Alfonso</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Companys</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>S&#xe1;nchez-Soler</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Torres-Claramunt</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Alier</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Risk factors for infection of tibial plateau fractures</article-title>. <source>&#x201c;Factores riesgo Infecc. Fract. meseta tibial.&#x201d; Rev. espanola cirugia Ortop. Traumatol.</source> <volume>68</volume> (<issue>1</issue>), <fpage>44</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1016/j.recot.2023.07.002</pub-id>
<pub-id pub-id-type="pmid">37451359</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Darwich</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jovanovic</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dally</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Abd El Hai</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Baumg&#xe4;rtner</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Assaf</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Cemented versus cementless stem fixation in revision total knee arthroplasty: a systematic review and meta-analysis</article-title>. <source>Antibiot. (Basel)</source> <volume>12</volume> (<issue>11</issue>), <fpage>1633</fpage>. <pub-id pub-id-type="doi">10.3390/antibiotics12111633</pub-id>
<pub-id pub-id-type="pmid">37998836</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Denehy</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Abhari</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Krebs</surname>
<given-names>V. E.</given-names>
</name>
<name>
<surname>Higuera-Rueda</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Samuel</surname>
<given-names>L. T.</given-names>
</name>
<name>
<surname>Sultan</surname>
<given-names>A. A.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Metaphyseal fixation using highly porous cones in revision total knee arthroplasty: minimum two year follow up study</article-title>. <source>J. Arthroplasty</source> <volume>34</volume> (<issue>10</issue>), <fpage>2439</fpage>&#x2013;<lpage>2443</lpage>. <pub-id pub-id-type="doi">10.1016/j.arth.2019.03.045</pub-id>
<pub-id pub-id-type="pmid">31000405</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Dong</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mou</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>An optimization method for implantation parameters of individualized TKA tibial prosthesis based on finite element analysis and orthogonal experimental design</article-title>. <source>BMC Musculoskelet. Disord.</source> <volume>21</volume> (<issue>1</issue>), <fpage>165</fpage>. <pub-id pub-id-type="doi">10.1186/s12891-020-3189-5</pub-id>
<pub-id pub-id-type="pmid">32164625</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Engh</surname>
<given-names>G. A.</given-names>
</name>
<name>
<surname>Ammeen</surname>
<given-names>D. J.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Classification and preoperative radiographic evaluation: knee</article-title>. <source>Orthop. Clin. North Am.</source> <volume>29</volume> (<issue>2</issue>), <fpage>205</fpage>&#x2013;<lpage>217</lpage>. <pub-id pub-id-type="doi">10.1016/s0030-5898(05)70319-9</pub-id>
<pub-id pub-id-type="pmid">9553566</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Engh</surname>
<given-names>G. A.</given-names>
</name>
<name>
<surname>Ammeen</surname>
<given-names>D. J.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Use of structural allograft in revision total knee arthroplasty in knees with severe tibial bone loss</article-title>. <source>J. Bone Jt. Surg. Am.</source> <volume>89</volume> (<issue>12</issue>), <fpage>2640</fpage>&#x2013;<lpage>2647</lpage>. <pub-id pub-id-type="doi">10.2106/JBJS.F.00865</pub-id>
<pub-id pub-id-type="pmid">18056496</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Figgie</surname>
<given-names>H. E.</given-names>
<suffix>3rd</suffix>
</name>
<name>
<surname>Goldberg</surname>
<given-names>V. M.</given-names>
</name>
<name>
<surname>Figgie</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Inglis</surname>
<given-names>A. E.</given-names>
</name>
<name>
<surname>Kelly</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sobel</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>1989</year>). <article-title>The effect of alignment of the implant on fractures of the patella after condylar total knee arthroplasty</article-title>. <source>J. Bone Jt. Surg. Am.</source> <volume>71</volume> (<issue>7</issue>), <fpage>1031</fpage>&#x2013;<lpage>1039</lpage>. <pub-id pub-id-type="doi">10.2106/00004623-198971070-00009</pub-id>
<pub-id pub-id-type="pmid">2760078</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fram</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>E. B.</given-names>
</name>
<name>
<surname>Deirmengian</surname>
<given-names>G. K.</given-names>
</name>
<name>
<surname>Abraham</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Strony</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cross</surname>
<given-names>M. B.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Proximal tibial replacement in revision knee arthroplasty for non-oncologic indications</article-title>. <source>Arthroplast Today</source> <volume>6</volume> (<issue>1</issue>), <fpage>23</fpage>&#x2013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1016/j.artd.2019.11.007</pub-id>
<pub-id pub-id-type="pmid">32211471</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Que</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Case report: 3D-printed prosthesis for limb salvage and joint preservation after tibial sarcoma resection</article-title>. <source>Front. Surg.</source> <volume>9</volume>, <fpage>873272</fpage>. <pub-id pub-id-type="doi">10.3389/fsurg.2022.873272</pub-id>
<pub-id pub-id-type="pmid">35711702</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hong</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Influence of porosity on osteogenesis, bone growth and osteointegration in trabecular tantalum scaffolds fabricated by additive manufacturing</article-title>. <source>Front. Bioeng. Biotechnol.</source> <volume>11</volume>, <fpage>1117954</fpage>. <pub-id pub-id-type="doi">10.3389/fbioe.2023.1117954</pub-id>
<pub-id pub-id-type="pmid">36777251</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jyoti</surname>
</name>
<name>
<surname>Mondal</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ghosh</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Biomechanical analysis of three popular tibial designs for TAR with different implant-bone interfacial conditions and bone qualities: a finite element study</article-title>. <source>Med. Eng. and Phys.</source> <volume>104</volume>, <fpage>103812</fpage>. <pub-id pub-id-type="doi">10.1016/j.medengphy.2022.103812</pub-id>
<pub-id pub-id-type="pmid">35641078</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kendrick</surname>
<given-names>B. J. L.</given-names>
</name>
<name>
<surname>Kaptein</surname>
<given-names>B. L.</given-names>
</name>
<name>
<surname>Valstar</surname>
<given-names>E. R.</given-names>
</name>
<name>
<surname>Gill</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Jackson</surname>
<given-names>W. F. M.</given-names>
</name>
<name>
<surname>Dodd</surname>
<given-names>C. A. F.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Cemented versus cementless Oxford unicompartmental knee arthroplasty using radiostereometric analysis: a randomised controlled trial</article-title>. <source>bone and Jt. J.</source> <volume>97-B</volume> (<issue>2</issue>), <fpage>185</fpage>&#x2013;<lpage>191</lpage>. <pub-id pub-id-type="doi">10.1302/0301-620X.97B2.34331</pub-id>
<pub-id pub-id-type="pmid">25628280</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lei</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Xiang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>H. Q.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Clinical value of CT-based patient-specific 3D preoperative design combined with conventional instruments in primary total knee arthroplasty: a propensity score-matched analysis</article-title>. <source>J. Orthop. Surg. Res.</source> <volume>15</volume> (<issue>1</issue>), <fpage>591</fpage>. <pub-id pub-id-type="doi">10.1186/s13018-020-02123-5</pub-id>
<pub-id pub-id-type="pmid">33298106</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Makani</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shirazi-Adl</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Ghezelbash</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Computational biomechanics of human knee joint in stair ascent: muscle-ligament-contact forces and comparison with level walking</article-title>. <source>Int. J. Numer. Method Biomed. Eng.</source> <volume>38</volume> (<issue>11</issue>), <fpage>e3646</fpage>. <pub-id pub-id-type="doi">10.1002/cnm.3646</pub-id>
<pub-id pub-id-type="pmid">36054682</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mesfar</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Shirazi-Adl</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Biomechanics of the knee joint in flexion under various quadriceps forces</article-title>. <source>Knee</source> <volume>12</volume> (<issue>6</issue>), <fpage>424</fpage>&#x2013;<lpage>434</lpage>. <pub-id pub-id-type="doi">10.1016/j.knee.2005.03.004</pub-id>
<pub-id pub-id-type="pmid">15939592</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Miller</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>Edwards</surname>
<given-names>W. B.</given-names>
</name>
<name>
<surname>Brandon</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Morton</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Deluzio</surname>
<given-names>K. J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Why don&#x27;t most runners get knee osteoarthritis? A case for per-unit-distance loads</article-title>. <source>Med. Sci. Sports Exerc</source> <volume>46</volume> (<issue>3</issue>), <fpage>572</fpage>&#x2013;<lpage>579</lpage>. <pub-id pub-id-type="doi">10.1249/MSS.0000000000000135</pub-id>
<pub-id pub-id-type="pmid">24042311</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mohan</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Inacio</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Namba</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Sheth</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Paxton</surname>
<given-names>E. W.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Monoblock all-polyethylene tibial components have a lower risk of early revision than metal-backed modular components</article-title>. <source>Acta Orthop.</source> <volume>84</volume> (<issue>6</issue>), <fpage>530</fpage>&#x2013;<lpage>536</lpage>. <pub-id pub-id-type="doi">10.3109/17453674.2013.862459</pub-id>
<pub-id pub-id-type="pmid">24237424</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Northon</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Boivin</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Laurencelle</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Hagemeister</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>de Guise</surname>
<given-names>J. A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Quantification of joint alignment and stability during a single leg stance task in a knee osteoarthritis cohort</article-title>. <source>Knee</source> <volume>25</volume> (<issue>6</issue>), <fpage>1040</fpage>&#x2013;<lpage>1050</lpage>. <pub-id pub-id-type="doi">10.1016/j.knee.2018.08.011</pub-id>
<pub-id pub-id-type="pmid">30415977</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parks</surname>
<given-names>N. L.</given-names>
</name>
<name>
<surname>Engh</surname>
<given-names>G. A.</given-names>
</name>
<name>
<surname>Topoleski</surname>
<given-names>L. T.</given-names>
</name>
<name>
<surname>Emperado</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Modular tibial insert micromotion: a concern with contemporary knee implants</article-title>. <source>Clin. Orthop. Relat. Res.</source> <volume>356</volume>, <fpage>10</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1097/00003086-199811000-00003</pub-id>
<pub-id pub-id-type="pmid">9917661</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Passias</surname>
<given-names>B. J.</given-names>
</name>
<name>
<surname>Adams</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Lombardi</surname>
<given-names>A. V.</given-names>
<suffix>Jr</suffix>
</name>
<name>
<surname>Berend</surname>
<given-names>K. R.</given-names>
</name>
<name>
<surname>Crawford</surname>
<given-names>D. A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Long-term outcomes of a modular system in revision total knee arthroplasty</article-title>. <source>Surg. Technol. Int.</source> <volume>37</volume>, <fpage>259</fpage>&#x2013;<lpage>264</lpage>.<pub-id pub-id-type="pmid">32557522</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rodr&#xed;guez-Merch&#xe1;n</surname>
<given-names>E. C.</given-names>
</name>
<name>
<surname>G&#xf3;mez-Cardero</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Encinas-Ull&#xe1;n</surname>
<given-names>C. A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Management of bone loss in revision total knee arthroplasty: therapeutic options and results</article-title>. <source>EFORT open Rev.</source> <volume>6</volume>, <fpage>1073</fpage>&#x2013;<lpage>1086</lpage>. <pub-id pub-id-type="doi">10.1302/2058-5241.6.210007</pub-id>
<pub-id pub-id-type="pmid">34909226</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schroer</surname>
<given-names>W. C.</given-names>
</name>
<name>
<surname>Berend</surname>
<given-names>K. R.</given-names>
</name>
<name>
<surname>Lombardi</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Barnes</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Bolognesi</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Berend</surname>
<given-names>M. E.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Why are total knees failing today? Etiology of total knee revision in 2010 and 2011</article-title>. <source>J. Arthroplasty</source> <volume>28</volume> (<issue>8</issue>), <fpage>116</fpage>&#x2013;<lpage>119</lpage>. <pub-id pub-id-type="doi">10.1016/j.arth.2013.04.056</pub-id>
<pub-id pub-id-type="pmid">23954423</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharkey</surname>
<given-names>P. F.</given-names>
</name>
<name>
<surname>Lichstein</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Tokarski</surname>
<given-names>A. T.</given-names>
</name>
<name>
<surname>Parvizi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Why are total knee arthroplasties failing today--has anything changed after 10 years?</article-title> <source>J. Arthroplasty</source> <volume>29</volume> (<issue>9</issue>), <fpage>1774</fpage>&#x2013;<lpage>1778</lpage>. <pub-id pub-id-type="doi">10.1016/j.arth.2013.07.024</pub-id>
<pub-id pub-id-type="pmid">25007726</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Small</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Meghpara</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Stein</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Goh</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Banerjee</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Courtney</surname>
<given-names>P. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Intermediate-term survivorship of metaphyseal cones and sleeves in revision total knee arthroplasty</article-title>. <source>J. Arthroplasty</source> <volume>37</volume> (<issue>9</issue>), <fpage>1839</fpage>&#x2013;<lpage>1843</lpage>. <pub-id pub-id-type="doi">10.1016/j.arth.2022.03.085</pub-id>
<pub-id pub-id-type="pmid">35398228</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Studenski</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Perera</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Patel</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Rosano</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Faulkner</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Inzitari</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Gait speed and survival in older adults</article-title>. <source>JAMA</source> <volume>305</volume> (<issue>1</issue>), <fpage>50</fpage>&#x2013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1001/jama.2010.1923</pub-id>
<pub-id pub-id-type="pmid">21205966</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wallace</surname>
<given-names>C. N.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Kayani</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Moriarty</surname>
<given-names>P. D.</given-names>
</name>
<name>
<surname>Tahmassebi</surname>
<given-names>J. E.</given-names>
</name>
<name>
<surname>Haddad</surname>
<given-names>F. S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Long-term results of revision total hip arthroplasty using a modern extensively porous-coated femoral stem</article-title>. <source>J. arthroplasty</source> <volume>35</volume> (<issue>12</issue>), <fpage>3697</fpage>&#x2013;<lpage>3702</lpage>. <pub-id pub-id-type="doi">10.1016/j.arth.2020.06.052</pub-id>
<pub-id pub-id-type="pmid">32713726</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zerbo</surname>
<given-names>I. R.</given-names>
</name>
<name>
<surname>De lange</surname>
<given-names>G. L.</given-names>
</name>
<name>
<surname>Joldersma</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bronckers</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Burger</surname>
<given-names>E. H.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Fate of monocortical bone blocks grafted in the human maxilla: a histological and histomorphometric study</article-title>. <source>Clin. oral implants Res.</source> <volume>14</volume> (<issue>6</issue>), <fpage>759</fpage>&#x2013;<lpage>766</lpage>. <pub-id pub-id-type="doi">10.1046/j.0905-7161.2003.00967.x</pub-id>
<pub-id pub-id-type="pmid">15015953</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>H. Y.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>Y. Q.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>J. y.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>J. w.</given-names>
</name>
<name>
<surname>Qu</surname>
<given-names>D. b.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Finite element assessment of the screw and cement technique in total knee arthroplasty</article-title>. <source>Biomed. Res. Int.</source> <volume>2020</volume>, <fpage>3718705</fpage>. <pub-id pub-id-type="doi">10.1155/2020/3718705</pub-id>
<pub-id pub-id-type="pmid">33123571</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>