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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2021.781219</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Does Bisphosphonate Increase the Sclerosis of Tibial Subchondral Bone in the Progression of Knee Osteoarthritis&#x02014;A Propensity Score Matching Cohort Study Based on Osteoarthritis Initiative</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Mingyang</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Nie</surname> <given-names>Yong</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Zeng</surname> <given-names>Yi</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Yuangang</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Yuan</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Limin</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Xu</surname> <given-names>Jiawen</given-names></name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shen</surname> <given-names>Bin</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1361868/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Orthopedics, Orthopedic Research Institute, West China Hospital, Sichuan University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Xinhua Qu, Shanghai JiaoTong University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xiao Lv, Huazhong University of Science and Technology, China; Dongquan Shi, Nanjing University, China; Fuxin Wei, Sun Yat-Sen University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Bin Shen <email>shenbin_1971&#x00040;163.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Geriatric Medicine, a section of the journal Frontiers in Medicine</p></fn></author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>781219</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Li, Nie, Zeng, Wu, Liu, Wu, Xu and Shen.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Li, Nie, Zeng, Wu, Liu, Wu, Xu and Shen</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><p>Bisphosphonate has great potential in KOA therapy, but whether the anti-resorption mechanism of bisphosphonate aggravates sclerosis of subchondral bone remains unclear. We found that bisphosphonate use did not increase sclerosis of subchondral bone in established KOA, perhaps resolving some concerns about bisphosphonate in patients with KOA.</p>
<p><bold>Introduction:</bold> Most studies have focused on the protective effect of bisphosphonate on early knee osteoarthritis (KOA) through its anti-resorption mechanism in osteoclasts. However, late KOA has a decreased rate of resorption, which is the opposite of early KOA. The risk of subchondral bone sclerosis in late KOA after using bisphosphonate has not been investigated using morphometry.</p>
<p><bold>Methods:</bold> Forty-five patients who had ever used bisphosphonate (or 33 patients with current use) were matched with controls through propensity matching methods, including age, body mass index (BMI), sex, health status (12-Item Short Form Survey physical health score), physical activity level (Physical Activity Scale for the Elderly score), vitamin D use, and calcium use. At the baseline and 12-month (or 18-month) follow-up, bone mineral density (BMD) of the tibia and hip was measured by dual-energy X-ray absorptiometry (DXA), and medial tibial subchondral bone morphometry: bone volume fraction (BV/TV), trabecular thickness (Tb.Th), trabecular number (Tb.N), and trabecular separation (Tb.Sp) were calculated based on 3-T trabecular MRI. Data were obtained from the Bone Ancillary Study in the Osteoarthritis Initiative (OAI) project.</p>
<p><bold>Results:</bold> The yearly percentage change in hip BMD of the current bisphosphonate-use group was significantly greater than that of the non-bisphosphonate-use group (0.7% vs. &#x02212;1%, <italic>P</italic> = 0.02). The other outcomes (BV/TV, Tb.N, Tb.Sp, Tb.Th, tibia medial BMD, and tibia lateral BMD) between the two groups presented no significant difference. The non-bisphosphonate-use group experienced a significant increase in Tb.Th [2%, 95% CI = (1%, 4%), <italic>P</italic> = 0.01], while the bisphosphonate-use group presented no significant change [1%, 95% CI = (&#x02212;2%, 4%), <italic>P</italic> = 0.54].</p>
<p><bold>Conclusions:</bold> Bisphosphonate use did not increase sclerosis of subchondral bone in established KOA. Bisphosphonate might have a stage-dependent effect on subchondral bone in KOA initiation and progression.</p></abstract>
<kwd-group>
<kwd>bisphosphonate</kwd>
<kwd>subchondral bone morphometry</kwd>
<kwd>BVF</kwd>
<kwd>Tb.N</kwd>
<kwd>Tb.Sp</kwd>
<kwd>Tb.Th</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="10"/>
<word-count count="5885"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Knee osteoarthritis (KOA) is a joint disease with chronic pain and walking disability that affects 37% of persons older than 60 years old (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). KOA is thus regarded as a serious social issue with substantial economic burdens. KOA involves complex etiologies, such as degeneration of cartilage, abnormal metabolism of subchondral bone, and inflammation of the synovial membrane, caused by genetic, environmental, and biomechanical risk factors.</p>
<p>Subchondral bone is the bony component located distal to calcified cartilage (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>), and it has been demonstrated in recent studies to be related to the development and progression of KOA (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). In early KOA, abnormal loading leads to microfractures within the osteochondral bone, and the subsequent healing response involves osteoblasts, osteoclasts, macrophages, mesenchymal stem cells, and complex chemical signals. At this stage, the subchondral remodeling rate increases, and the thickness of the subchondral plate decreases (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B6">6</xref>). However, in the late stage of KOA, subchondral bone features decreased bone resorption, finally causing bone sclerosis (<xref ref-type="bibr" rid="B7">7</xref>). Subchondral sclerosis is one hallmark of KOA and is commonly considered to be accompanied by increased bone volume fraction (BV/TV), trabecular thickness (Tb.Th), trabecular number (Tb.N), and decreased trabecular separation (Tb.Sp) (<xref ref-type="bibr" rid="B8">8</xref>). In brief, subchondral bone undergoes distinct pathophysiological processes in the initiation and progression of KOA.</p>
<p>Bisphosphonate has enormous potential for the treatment of KOA. Bisphosphonate can attach to the hydroxyapatite binding sites of bone surfaces. When bisphosphonate contacts the osteoclast, it impairs the ability of the osteoclasts to form the ruffled border that facilitates osteoclasts in adhering to the bony surface and producing the protons that are necessary for bone resorption (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Therefore, bisphosphonate decreases subchondral bone remodeling, possibly alleviating the increased bone turnover in early KOA. Animal studies have found that bisphosphonate increased BV/TV, Tb.N, and Tb.Th and was beneficial to early KOA (<xref ref-type="bibr" rid="B11">11</xref>&#x02013;<xref ref-type="bibr" rid="B13">13</xref>). However, considering that the subchondral bone remodeling process in late KOA was inversely altered, bisphosphonate might negatively affect late KOA. In particular, increased BV/TV, Tb.N, and Tb.Th have been demonstrated to cause established KOA to deteriorate in humans (<xref ref-type="bibr" rid="B14">14</xref>&#x02013;<xref ref-type="bibr" rid="B16">16</xref>). The effect of bisphosphonate on the BV/TV, Tb.N, and Tb.Th of subchondral bone in moderate to late KOA was decisive in the justification and safety of bisphosphonate use in these patients, but related studies have been lacking.</p>
<p>The present study aimed to check the safety of bisphosphonate use for subchondral bone in established patients with KOA, that is, whether bisphosphonate use aggravates subchondral bone sclerosis, just as in the theoretical deduction.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec>
<title>Subjects and Study Design</title>
<p>Data in the present study were obtained from the Bone Ancillary Study (BAS), a subproject including 629 subjects of the Osteoarthritis Initiative (OAI) project (<ext-link ext-link-type="uri" xlink:href="https://nda.nih.gov/oai">https://nda.nih.gov/oai</ext-link>). All BAS participants were members of the progression cohort. The inclusion criteria were as follows: 1. complete baseline and follow-up trabecular MRIs; 2. subchondral bone morphometry data were revealed by the OAI project; 3. radiological presentation of KOA; 4. knee symptoms; and 5. bisphosphonates were used over the previous 30 days or the previous 5 years. Persons with inflammatory arthritis, severe joint space narrowing (JSN) in both knees, unilateral knee joint replacement, severe JSN in the contralateral knee, and the requirement of walking aids for most of the time were excluded. The OAI study was approved by the institutional review boards at corresponding sites, and all participants provided informed consent.</p>
<p>Initial 3-T trabecular MRI and dual-energy X-ray absorptiometry (DXA) were performed at either the 30- or 36-month OAI visit, and then the participants underwent repeat MRI and DXA at the 48-month OAI visit (<xref ref-type="bibr" rid="B17">17</xref>). Subchondral bone morphometry was only performed on one knee of each participant (the majority was the right knee). The present study included subjects with both DXA and MRI, and the initial measurement was deemed the baseline.</p>
</sec>
<sec>
<title>Images</title>
<p>Participants were evaluated with a coronal-oblique three-dimensional fast imaging with steady-state free precession (FISP) MRI sequence, which was optimized for the visualization of subchondral trabecular bone (<xref ref-type="bibr" rid="B18">18</xref>). The detailed settings are presented in <xref ref-type="table" rid="T1">Table 1</xref>. FISP acquisition emphasizes the magnetic susceptibility difference and chemical shift differences between marrow fat and the trabeculae. Siemens Trio 3-T MR platforms with a quadrature transmit-receive knee coil (USA Instruments) were used to perform the scans.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>MRI protocol details of 3D FISP (from OAI instruction documents\operations manuals\MRI manuals).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Parameters</bold></th>
<th valign="top" align="center"><bold>Values</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Weighting</td>
<td valign="top" align="center">Trabecular</td>
</tr>
<tr>
<td valign="top" align="left">Plane</td>
<td valign="top" align="center">Coronal</td>
</tr>
<tr>
<td valign="top" align="left">Fat Sat</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="left">Matrix (phase)</td>
<td valign="top" align="center">512</td>
</tr>
<tr>
<td valign="top" align="left">Matrix (freq)</td>
<td valign="top" align="center">512</td>
</tr>
<tr>
<td valign="top" align="left">No. of slices</td>
<td valign="top" align="center">72</td>
</tr>
<tr>
<td valign="top" align="left">FOV (mm)</td>
<td valign="top" align="center">120</td>
</tr>
<tr>
<td valign="top" align="left">Slice thickness (mm)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Skip (mm)</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Flip Angle (deg)</td>
<td valign="top" align="center">50</td>
</tr>
<tr>
<td valign="top" align="left">TE/TI (ms)</td>
<td valign="top" align="center">4.92</td>
</tr>
<tr>
<td valign="top" align="left">TR (ms)</td>
<td valign="top" align="center">20</td>
</tr>
<tr>
<td valign="top" align="left">BW (Hz/pixel)</td>
<td valign="top" align="center">180</td>
</tr>
<tr>
<td valign="top" align="left">Chemical shift (pixels)</td>
<td valign="top" align="center">2.4</td>
</tr>
<tr>
<td valign="top" align="left">NAV (NEX)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Echo train length</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Phase encode axis</td>
<td valign="top" align="center">R/L</td>
</tr>
<tr>
<td valign="top" align="left">Phase partial fourier (8/8 = 1)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Readout partial fourier (8/8 = 1)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Slice partial fourier (8/8 = 1)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Options:</td>
<td valign="top" align="center">Elliptical k- space filter and large FOV filter; interpolation to 1024&#x0002A;1024</td>
</tr>
<tr>
<td valign="top" align="left">Distance factor (%)</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Phase oversampling</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Slice oversampling</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Phase resolution</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">Averaging technique</td>
<td valign="top" align="center">Short term</td>
</tr>
<tr>
<td valign="top" align="left">Gradient rise time</td>
<td valign="top" align="center">Fast</td>
</tr>
<tr>
<td valign="top" align="left">RF amplitude</td>
<td valign="top" align="center">Normal</td>
</tr>
<tr>
<td valign="top" align="left">X-resolution (mm)</td>
<td valign="top" align="center">0.195</td>
</tr>
<tr>
<td valign="top" align="left">Y-resolution (mm)</td>
<td valign="top" align="center">0.195</td>
</tr>
<tr>
<td valign="top" align="left">Scan time (min)</td>
<td valign="top" align="center">9.6</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Subchondral Bone Morphometry</title>
<p>Subchondral bone morphometry (BV/TV, Tb.N, Tb.Th, and Tb.Sp) was measured by the established software calcDCN (University of California, San Francisco) (<xref ref-type="bibr" rid="B14">14</xref>). A rectangular region of interest (ROI) with a height of 3.75 mm and a width of 14&#x02013;17 mm depending on the size of the knee was placed in the proximal medial tibia adjacent to the articular cartilage. Only the medial compartment was measured since medial tibiofemoral OA is much more common than lateral OA. Subchondral bone morphometry was calculated in the 20 consecutive MRI slices central to the joint (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Bone volume fraction is the percentage of the number of pixels contributing to the bone signal void normalized to the total number of pixels in the ROI. The Tb.Th is determined using the mean value of the mean intercept length for all angles through a given image, measured in millimeters. The Tb.N is calculated by dividing the BV/TV by Tb.Th. Tb.Sp is calculated using the equation (1/Tb.N) - Tb.Th (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B19">19</xref>). The mean of the metrics across the 20 images within one knee was calculated.</p>
</sec>
<sec>
<title>Bisphosphonate Use</title>
<p>The half-life period of bisphosphonate was reported to be more than 10 years (<xref ref-type="bibr" rid="B20">20</xref>). Therefore, this study set two research goals: 1. to determine the effect in those who have ever taken bisphosphonate; and 2. to determine it in those currently taking bisphosphonate.</p>
<p>The participants were asked whether bisphosphonate was taken in the previous 5 years or in the previous 30 days. If the participant used bisphosphonate, the participant was asked about the period during which they took bisphosphonate, when they took a bisphosphonate for the last time, and the name of the bisphosphonate that they took.</p>
</sec>
<sec>
<title>Propensity Score Matching</title>
<p>For the screening of the control group, propensity score matching (PSM) was performed (<xref ref-type="bibr" rid="B21">21</xref>). The factors considered to be crucial confounders affecting bone turnover in osteoarthritis were included in the propensity-score algorithm. These factors were determined by investigators and previous reports (<xref ref-type="bibr" rid="B22">22</xref>&#x02013;<xref ref-type="bibr" rid="B24">24</xref>). A logistic model with bisphosphonate use as the outcome was used to calculate the propensity score, and the factors included age, body mass index (BMI), sex, baseline bone mineral density (BMD), 12-Item Short Form Survey (SF-12) physical health, Physical Activity Scale for the Elderly (PASE) score, and vitamin D and calcium use in the past 30 days. Then, one participant without bisphosphonate use was matched to each bisphosphonate use subject based on the propensity score. The maximum difference between propensity probabilities for matching was initially set at 0.2 and was adjusted downward if a significant difference in characteristics persisted after matching.</p>
</sec>
<sec>
<title>Sample Size Estimation</title>
<p>The sample size was estimated according to the Hulley et al. equation (<xref ref-type="bibr" rid="B25">25</xref>). The yearly change percentage of Tb.Th was used to estimate the sample size. The minimum clinically important difference was set as 5%, and the SD calculated in our pilot study was 0.07. The type I error rate was set as 0.05, and the type II error rate was set as 0.2. The sample size was estimated to be 31 in each group.</p>
</sec>
<sec>
<title>Statistical Analysis</title>
<p>Student&#x00027;s <italic>t</italic>-test was applied to investigate the difference in continuous variables between the groups. The chi-square test was used to test the differences in categorical variables. A two-tailed <italic>p</italic>-value of &#x0003C;0.05 was considered significant. Statistical analysis was conducted with statistical product and service solutions (SPSS) software (version 25.0; SPSS Science, Chicago, IL, USA).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Patients Using Bisphosphonate in the Previous 5 Years</title>
<p>Fifty-two patients used bisphosphonate over the previous 5 years, and the average total length of bisphosphonate use was 3.9 years. Before matching, the subjects with bisphosphonate use were significantly older, with less physical activity, and lower BMD at the femoral neck, and there were greater proportions of women, vitamin D use, and calcium use. After PSM was conducted, the baseline characteristics between the bisphosphonate-use group (45 subjects) and the non-bisphosphonate-use group (45 subjects) showed no significant difference (<xref ref-type="table" rid="T2">Table 2</xref>). Of the 45 participants who had ever used bisphosphonates, 30 patients used only alendronate, seven patients used only risedronate, three patients used alendronate and risedronate, and the other five patients used other bisphosphonates.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Baseline characteristics of each group before and after propensity score matching (PSM).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center" colspan="6" style="border-bottom: thin solid #000000;"><bold>Subjects using bisphosphonate in previous 5 years</bold></th>
<th valign="top" align="center" colspan="6" style="border-bottom: thin solid #000000;"><bold>Subjects using bisphosphonate in previous 30 days</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Pre-PSM</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>After-PSM</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Pre-PSM</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>After-PSM</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>Non-use</bold></th>
<th valign="top" align="center"><bold>Use</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
<th valign="top" align="center"><bold>Non-use</bold></th>
<th valign="top" align="center"><bold>Use</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
<th valign="top" align="center"><bold>Non-use</bold></th>
<th valign="top" align="center"><bold>Use</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
<th valign="top" align="center"><bold>Non-use</bold></th>
<th valign="top" align="center"><bold>Use</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Number</td>
<td valign="top" align="center">451</td>
<td valign="top" align="center">52</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">466</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">-</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="center">63.68 &#x000B1; 9.09</td>
<td valign="top" align="center">69.5 &#x000B1; 7.64</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">68.27 &#x000B1; 8.51</td>
<td valign="top" align="center">69.24 &#x000B1; 7.99</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">63.94 &#x000B1; 9.14</td>
<td valign="top" align="center">68.57 &#x000B1; 7.78</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">66.91 &#x000B1; 9.36</td>
<td valign="top" align="center">68.61 &#x000B1; 8.13</td>
<td valign="top" align="center">0.43</td>
</tr>
<tr>
<td valign="top" align="left">BMI</td>
<td valign="top" align="center">29.53 &#x000B1; 5.55</td>
<td valign="top" align="center">27.58 &#x000B1; 4.41</td>
<td valign="top" align="center">0.015</td>
<td valign="top" align="center">28.06 &#x000B1; 5.16</td>
<td valign="top" align="center">27.83 &#x000B1; 4.22</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">29.46 &#x000B1; 5.50</td>
<td valign="top" align="center">27.68 &#x000B1; 4.86</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">28.59 &#x000B1; 5.13</td>
<td valign="top" align="center">27.65 &#x000B1; 4.71</td>
<td valign="top" align="center">0.44</td>
</tr>
<tr>
<td valign="top" align="left">SF-12</td>
<td valign="top" align="center">45.64 &#x000B1; 9.76</td>
<td valign="top" align="center">45.41 &#x000B1; 11.1</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">46.05 &#x000B1; 7.44</td>
<td valign="top" align="center">45.33 &#x000B1; 11.5</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">45.71 &#x000B1; 9.71</td>
<td valign="top" align="center">44.38 &#x000B1; 12.0</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">42.58 &#x000B1; 10.7</td>
<td valign="top" align="center">44.60 &#x000B1; 12.4</td>
<td valign="top" align="center">0.48</td>
</tr>
<tr>
<td valign="top" align="left">PASE</td>
<td valign="top" align="center">158.09 &#x000B1; 84.8</td>
<td valign="top" align="center">109.04 &#x000B1; 62.0</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">121.2 &#x000B1; 72.1</td>
<td valign="top" align="center">111.36 &#x000B1; 61.4</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">156.88 &#x000B1; 84.5</td>
<td valign="top" align="center">104.35 &#x000B1; 60.2</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">104.42 &#x000B1; 74.6</td>
<td valign="top" align="center">104.15 &#x000B1; 57.0</td>
<td valign="top" align="center">0.98</td>
</tr>
<tr>
<td valign="top" align="left">Hip BMD</td>
<td valign="top" align="center">0.96 &#x000B1; 0.17</td>
<td valign="top" align="center">0.84 &#x000B1; 0.10</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">0.85 &#x000B1; 0.14</td>
<td valign="top" align="center">0.85 &#x000B1; 0.10</td>
<td valign="top" align="center">0.85</td>
<td valign="top" align="center">0.96 &#x000B1; 0.17</td>
<td valign="top" align="center">0.83 &#x000B1; 0.09</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">0.88 &#x000B1; 0.13</td>
<td valign="top" align="center">0.83 &#x000B1; 0.09</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">SEX, male%</td>
<td valign="top" align="center">58%</td>
<td valign="top" align="center">13%</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">28%</td>
<td valign="top" align="center">15%</td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">56%</td>
<td valign="top" align="center">10%</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">27%</td>
<td valign="top" align="center">12%</td>
<td valign="top" align="center">0.12</td>
</tr>
<tr>
<td valign="top" align="left">Vit-D use</td>
<td valign="top" align="center">31%</td>
<td valign="top" align="center">71%</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">67%</td>
<td valign="top" align="center">69%</td>
<td valign="top" align="center">0.24</td>
<td valign="top" align="center">33%</td>
<td valign="top" align="center">70%</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">70%</td>
<td valign="top" align="center">70%</td>
<td valign="top" align="center">0.57</td>
</tr>
<tr>
<td valign="top" align="left">Calcium use</td>
<td valign="top" align="center">42%</td>
<td valign="top" align="center">83%</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">60%</td>
<td valign="top" align="center">80%</td>
<td valign="top" align="center">0.282</td>
<td valign="top" align="center">43%</td>
<td valign="top" align="center">81%</td>
<td valign="top" align="center">&#x0003C;0.05</td>
<td valign="top" align="center">61%</td>
<td valign="top" align="center">79%</td>
<td valign="top" align="center">0.60</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>SF-12, 12-Item Short Form Survey physical health; PASE, Physical Activity Scale for the Elderly score; vit-D, vitamin D</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Comparison Between the Follow-Up and the Baseline</title>
<p>The Tb.Th significantly increased over the follow-up period in the no-use group [yearly change percentage was 2%, 95% CI = (0%, 3%), <italic>P</italic> &#x0003C;0.05]. No significant change was detected in Tb.Th, BV/TV, Tb.N, or Tb.Sp in the bisphosphonate-use group (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Yearly change of subchondral bone morphometry.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center" colspan="6" style="border-bottom: thin solid #000000;"><bold>Subjects using bisphosphonate in previous 5 years</bold></th>
<th valign="top" align="center" colspan="6" style="border-bottom: thin solid #000000;"><bold>Subjects using bisphosphonate in previous 30 days</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Non-bisphosphonate</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Use bisphosphonate</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Non-bisphosphonate</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Use bisphosphonate</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><bold>95%CI</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><bold>95%CI</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><bold>95%CI</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><bold>95%CI</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">BV/TV, percentage</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">(&#x02212;0.04, 0.14)</td>
<td valign="top" align="center">0.29</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">(&#x02212;0.07, 0.12)</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">(&#x02212;0.06, 0.16)</td>
<td valign="top" align="center">0.35</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">(&#x02212;0.06, 0.17)</td>
<td valign="top" align="center">0.38</td>
</tr>
<tr>
<td valign="top" align="left">Tb.N, percentage</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">(&#x02212;0.06, 0.10)</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="center">(&#x02212;0.07, 0.07)</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">(&#x02212;0.08, 0.10)</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">(&#x02212;0.06, 0.12)</td>
<td valign="top" align="center">0.54</td>
</tr>
<tr>
<td valign="top" align="left">Tb.Sp, percentage</td>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">(&#x02212;0.01, 0.19)</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">(&#x02212;0.00, 0.19)</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">(&#x02212;0.02, 0.25)</td>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">(&#x02212;0.05, 0.16)</td>
<td valign="top" align="center">0.29</td>
</tr>
<tr>
<td valign="top" align="left">Tb.Th, percentage</td>
<td valign="top" align="center"><bold>0.02</bold></td>
<td valign="top" align="center"><bold>(0.00, 0.03)</bold></td>
<td valign="top" align="center"><bold> &#x0003C;0.05</bold></td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">(&#x02212;0.01, 0.03)</td>
<td valign="top" align="center">0.44</td>
<td valign="top" align="center"><bold>0.02</bold></td>
<td valign="top" align="center"><bold>(0.01, 0.04)</bold></td>
<td valign="top" align="center"><bold>0.01</bold></td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">(&#x02212;0.02, 0.04)</td>
<td valign="top" align="center">0.54</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1"><p><italic>Bold value means statistical significance</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Comparisons Between Non-bisphosphonate and Bisphosphonate Use</title>
<p>The mean annual percentage changes between the non-bisphosphonate-use group and the bisphosphonate-use group were compared to evaluate the effect of bisphosphonate. All outcomes (BV/TV, Tb.N, Tb.Sp, Tb.Th, tibia medial BMD, tibia lateral BMD, and hip BMD) between the two groups presented no significant differences (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Comparisons of subchondral bone morphometry and BMD between the bisphosphonate ever-use (in the previous 5 years) group and the non-bisphosphonate group.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-08-781219-g0001.tif"/>
</fig>
</sec>
<sec>
<title>Pain and Function Scores</title>
<p>The pain score (numerical rating scale) at baseline and the pain change over 1 year between the two groups were not significantly different. The difference in the western ontario and McMaster universities osteoarthritis index (WOMAC) score was also not significant (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Pain score and WOMAC total score in the participants.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="left" colspan="3" style="border-bottom: thin solid #000000;"><bold>Subjects using bisphosphonate in previous 5 years</bold></th>
<th valign="top" align="left" colspan="3" style="border-bottom: thin solid #000000;"><bold>Subjects using bisphosphonate in previous 30 days</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>Non-use</bold></th>
<th valign="top" align="center"><bold>Use</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
<th valign="top" align="center"><bold>Non-use</bold></th>
<th valign="top" align="center"><bold>Use</bold></th>
<th valign="top" align="center"><bold><italic>P</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Baseline pain score</td>
<td valign="top" align="center">2.73 &#x000B1; 2.85</td>
<td valign="top" align="center">3.35 &#x000B1; 2.37</td>
<td valign="top" align="center">0.26</td>
<td valign="top" align="center">3.05 &#x000B1; 2.87</td>
<td valign="top" align="center">3.29 &#x000B1; 2.27</td>
<td valign="top" align="center">0.70</td>
</tr>
<tr>
<td valign="top" align="left">The change of pain score</td>
<td valign="top" align="center">0.77 &#x000B1; 3.19</td>
<td valign="top" align="center">0.35 &#x000B1; 2.72</td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center">0 &#x000B1; 3.04</td>
<td valign="top" align="center">0.08 &#x000B1; 2.99</td>
<td valign="top" align="center">0.90</td>
</tr>
<tr>
<td valign="top" align="left">Baseline WOMAC total score</td>
<td valign="top" align="center">15.39 &#x000B1; 15.96</td>
<td valign="top" align="center">15.94 &#x000B1; 13.57</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">14.97 &#x000B1; 15.96</td>
<td valign="top" align="center">15.22 &#x000B1; 13.60</td>
<td valign="top" align="center">0.94</td>
</tr>
<tr>
<td valign="top" align="left">The change of total score</td>
<td valign="top" align="center">&#x02212;0.52 &#x000B1; 11.78</td>
<td valign="top" align="center">0.12 &#x000B1; 10.69</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">&#x02212;4.01 &#x000B1; 12.01</td>
<td valign="top" align="center">0.37 &#x000B1; 11.23</td>
<td valign="top" align="center">0.12</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Patients Using Bisphosphonate in the Previous 30 Days</title>
<p>Thirty-seven patients used bisphosphonate in the previous 30 days, and they were deemed current users (<xref ref-type="fig" rid="F2">Figure 2</xref>). The 37 current users were included among the 52 ever users, and we established ever-use and current-use groups because it is unknown how long the effect of bisphosphonate on subchondral bone lasts. After matching, 34 participants were currently using bisphosphonates, 24 patients used only alendronate, six patients used only risedronate, two patients used alendronate and risedronate, and one patient used other bisphosphonates.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>The flowchart for screening participants.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-08-781219-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Comparison Between the Follow-Up and the Baseline</title>
<p>The Tb.Th significantly increased over the follow-up period in the no-use group [yearly change percentage was 2%, 95% CI = (1%, 4%), <italic>P</italic> &#x0003C;0.05]. No significant change was detected in Tb.Th, BV/TV, Tb.N, or Tb.Sp in the bisphosphonate-use group (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
</sec>
<sec>
<title>Comparisons Between Non-bisphosphonate and Bisphosphonate Use</title>
<p>The yearly percentage change in hip BMD in the bisphosphonate-use group was significantly higher than that in the non-bisphosphonate-use group (0.7 vs. &#x02212;1%, <italic>P</italic> = 0.02), while the other outcomes (BV/TV, Tb.N, Tb.Sp, Tb.Th, tibia medial BMD, and tibia lateral BMD) between the two groups presented no significant differences (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Comparisons of subchondral bone morphometry and BMD between the bisphosphonate current-use (in the previous 30 days) group and the non-bisphosphonate group.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-08-781219-g0003.tif"/>
</fig>
</sec>
<sec>
<title>Pain and Function Scores</title>
<p>Both the pain score (numerical rating scale) and the WOMAC score showed no significant difference between the groups (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>Discussions</title>
<p>The effect of bisphosphonate on the subchondral bone morphometry of patients with KOA remains unclear. The concern about the possibility that bisphosphonate might increase the sclerosis of subchondral bone might discourage clinicians from using bisphosphonate for established KOA. The present study found that bisphosphonate use did not alter tibial subchondral bone morphometry, which indicates sclerosis.</p>
<p>Fern&#x000E1;ndez-Mart&#x000ED;n&#x00027;s research (<xref ref-type="bibr" rid="B26">26</xref>) also revealed that bisphosphonate did not alter subchondral bone morphometry. However, there were enormous differences between the research settings. First, our results were from human data, which were different from previous studies using animal models. The mechanism of KOA in animal models could differ from that in humans; in particular, most animal models adopt traumatic KOA, which is not in accord with most cases of practical human KOA. Second, our study only enrolled established patients with KOA to investigate the effect of bisphosphonate on the late stage of KOA, while Fern&#x000E1;ndez-Mart&#x000ED;n&#x00027;s research studied rabbits in the early stage.</p>
<p>The difference in the subchondral bone morphometry change was not significant between the two groups, but the hip BMD change in the current bisphosphonate-use group was significantly greater than that in the no current bisphosphonate-use group. There seems to be a contradiction between increased BMD and unchanged subchondral bone morphometry or sclerosis. This contradiction might be explained by the difference between increased trabecular volume and increased BMD. Li et al. (<xref ref-type="bibr" rid="B27">27</xref>) demonstrated that the subchondral bone of patients with OA contained greater bone volume but less mineralization than disease-free subchondral bone. In late KOA, bone volume (or sclerosis) increases due to decreased bone resorption and relatively increased bone formation. However, due to the lack of sufficient time for full mineralization in fast bone formation, the material density of subchondral bone will decrease (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>The effect of bisphosphonate on patients with KOA has been widely investigated, but the results have been conflicting. In Maurizio Rossini et al.&#x00027;s double-blind, phase III, randomized clinical trial (RCT) (<xref ref-type="bibr" rid="B28">28</xref>), intra-articular injection of 2 mg of clodronate was associated with a lower visual analogue scale (VAS) and less analgesic drug use in patients with KOA at the 5-week follow-up. Laslett et al. (<xref ref-type="bibr" rid="B29">29</xref>) reported a significant reduction in numeric rating scale pain in the first 3 years with bisphosphonate use in patients with KOA. Arti et al. (<xref ref-type="bibr" rid="B30">30</xref>) conducted a RCT of 130 patients, demonstrating that a combination therapy of glucosamine and alendronate significantly improved stiffness and function compared with glucosamine alone. Laslett et al. (<xref ref-type="bibr" rid="B31">31</xref>) revealed that zoledronic acid reduced knee pain and bone marrow lesion size over 6 months. One hypothesis was that the analgesic effect of bisphosphonate arose from the suppression of proton secretion by osteoclasts. In situations of high bone turnover with increased osteoclast activity, the acidification of the osteoclast environment was increased by the greater level of secreted protons, which would lead to the activation of acid-sensing receptors, such as transient receptor potential vanilloid subtype 1 (TRPV1) channels and acid-sensing ion channel 2 or 3 (ASIC2/3), which are located on bone-innervating primary afferents, producing nociceptive signaling (<xref ref-type="bibr" rid="B32">32</xref>). The effect of bisphosphonate on KOA structural progression might occur through bone remodeling (<xref ref-type="bibr" rid="B33">33</xref>). However, some studies have argued against the use of bisphosphonate in treating KOA. Cai et al. (<xref ref-type="bibr" rid="B34">34</xref>) detected no significant difference between the zoledronic acid and placebo groups regarding changes in cartilage volume, visual analog scale, or bone marrow lesion size. Ballal et al. (<xref ref-type="bibr" rid="B35">35</xref>) also reported that no benefit to bone marrow lesions (BML) volume was observed over a 12-month period. It is known that enlarging BMLs can lead to greater cartilage loss (<xref ref-type="bibr" rid="B36">36</xref>). Our study provided additional evidence on this issue from the perspective of morphometry.</p>
<p>Subchondral bone morphometry was demonstrated to be related to the severity and progression of KOA in humans. Chiba et al. (<xref ref-type="bibr" rid="B16">16</xref>) examined 60 patients with KOA with 3-T MRI and found that medial tibial subchondral BV/TV, Tb.N, and Tb.Th increased as the cartilage area decreased in the medial compartment. Lo et al. (<xref ref-type="bibr" rid="B14">14</xref>) demonstrated that BV/TV, Tb.N, and Tb.Th were positively related to medial JSN scores, and Tb.Sp was negatively related to medial JSN scores. Lo et al. (<xref ref-type="bibr" rid="B15">15</xref>) also reported that higher baseline BV/TV, Tb.N, and Tb.Th and lower baseline Tb.Sp were associated with more progression of JSN in the medial compartment at 12 months. Therefore, BV/TV, Tb.N, Tb.Th, and Tb.Sp are excellent indicators for both subchondral bone remodeling and KOA progression.</p>
<p>Our results of no significant improvement of morphometry in the bisphosphonate group could not conclude that bisphosphonate was useless for KOA because the molecular subtypes of KOA were not considered in the participants in this research. Vaysbrot&#x00027;s meta-analysis (<xref ref-type="bibr" rid="B37">37</xref>) proposed that bisphosphonate might be beneficial in certain subsets of patients who display high rates of subchondral bone turnover. Lv et al. (<xref ref-type="bibr" rid="B38">38</xref>) proposed that progressive KOA could be divided into four subtypes based on pathophysiology: cartilage degradation-driven, bone remodeling-driven, inflammation-driven, and pain-driven subtypes. Theoretically, bisphosphonate is most beneficial to the bone remodeling-driven KOA subtype. Therefore, future studies enrolling the corresponding subtype <italic>via</italic> strict inclusion criteria considering molecular biomarkers remain necessary. However, it might also be oversimplified to divide KOA into a high turnover subtype and other subtypes. Bone turnover in one person might change with the pathological state. Furthermore, it remains unknown whether subchondral bone changes are a trigger factor or a consequence of KOA. Lv et al.&#x00027;s classification considered increased resorption to be a trigger factor and supported bisphosphonate therapy. However, when the bone turnover of patients with KOA changes from high to low, the role of bisphosphonates might also change from beneficial to detrimental. Decreased resorption could also be seen as a consequence of late KOA, and from this perspective, bisphosphonate might be harmful and cause sclerosis. Our research partially resolved this concern since we found that, in late-stage KOA, the use of bisphosphonates did not increase the sclerosis of subchondral bone. In brief, our results did not support the use of bisphosphonate in KOA therapy itself, but we considered that the use of bisphosphonate for patients with osteoporosis who also had KOA would not exacerbate KOA.</p>
<p>The significance of the present study was in two aspects. The concern about potential sclerosis of subchondral bone after bisphosphonate use was addressed to some extent. Since there is no applicable method in clinical practice to predict when and how bone remodeling is altered from increased resorption in the early stage to decreased resorption in the late stage, our results demonstrated that bisphosphonate did not increase the risk of subchondral bone sclerosis in moderate to late KOA, which might prolong the therapy window of bisphosphonate for its analgesic effect on KOA. The present study also revealed the difference in the effect of bisphosphonate on the subchondral bone between late KOA and animal KOA models, perhaps providing some insight into the different pharmacological mechanisms of bisphosphonate in KOA initiation and progression. The microenvironment alteration in late KOA, such as the cross talk between synovium inflammation and subchondral bone after fissure form in cartilage, might play a crucial role in the effect of bisphosphonate on subchondral bone.</p>
<p>There were several limitations to the present study. First, intraarticular injection of bisphosphonate might have greater potential than oral bisphosphonate for KOA therapy. The results of this study could not substitute for the change after intra-articular injection of bisphosphonate. Second, due to the limited sample size, no more detailed classification of bisphosphonates or analysis was conducted. Third, the pattern of decreased resorption in late KOA might not be identical in each patient, and different subtypes of KOA might exist. We failed to classify the participants by osteoclast function or molecular markers due to the absence of related data in the OAI project. Fourth, the exact regimen of bisphosphonate for each participant was unknown, and further RCTs are necessary.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>The patients with KOA who used bisphosphonate did not experience greater sclerosis of tibial subchondral bone than patients who did not use bisphosphonate. Considering that previous studies found that bisphosphonate in early KOA significantly altered subchondral bone morphometry, this study suggests that the effect of bisphosphonate on tibial subchondral bone in the initiation and progression of KOA might be OA-stage dependent.</p>
</sec>
<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/s.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>Ethical review and approval was not required for the study on human participants in accordance with the local legislation and institutional requirements. The patients/participants provided their written informed consent to participate in this study. All OAI project participants signed the informed consent.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>ML, YN, and BS: study design and manuscript writing. YW, YZ, and JX: data extracting. LW and YL: statistical analysis. ML and BS: data checking. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>This study was funded by National Natural Science Foundation of China (Program No. 81974347), National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University (No. Z20192003), and Science and Technology of Foundation of Sichuan province of China (2021YFH0094). Post-Doctor Research Project, West China Hospital, Sichuan University (No. 2020HXBH081). All authors declared that the funding did not have any effect on the results of this study.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec> </body>
<back>
<ack><p>We would like to thank the OAI participants and Coordinating Center for their work in generating the clinical and radiological data of the OAI cohort and for making them publicly available.</p>
</ack>
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