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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
</journal-title-group>
<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.2025.1730935</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Differences in the aging of the spine according to physical activity levels in older women</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Brusa</surname>
<given-names>Jessica</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Giustino</surname>
<given-names>Valerio</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Messina</surname>
<given-names>Giuseppe</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Dominguez</surname>
<given-names>Ligia Juliana</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Kostrzewa-Nowak</surname>
<given-names>Dorota</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Barbagallo</surname>
<given-names>Mario</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Nowak</surname>
<given-names>Robert</given-names>
</name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Leale</surname>
<given-names>Ignazio</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2609213"/>
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<contrib contrib-type="author">
<name>
<surname>Patti</surname>
<given-names>Antonino</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/502426"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Bianco</surname>
<given-names>Antonino</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Battaglia</surname>
<given-names>Giuseppe</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Iovane</surname>
<given-names>Angelo</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Padua</surname>
<given-names>Elvira</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Human Sciences and Promotion of the Quality of Life, San Raffaele University</institution>, <city>Rome</city>, <country country="it">Italy</country></aff>
<aff id="aff2"><label>2</label><institution>Sport and Exercise Sciences Research Unit, Department of Psychology, Educational Science and Human Movement, University of Palermo</institution>, <city>Palermo</city>, <country country="it">Italy</country></aff>
<aff id="aff3"><label>3</label><institution>Geriatric Unit, Department of Internal Medicine and Geriatrics, University of Palermo</institution>, <city>Palermo</city>, <country country="it">Italy</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Medicine and Surgery, University Kore</institution>, <city>Enna</city>, <country country="it">Italy</country></aff>
<aff id="aff5"><label>5</label><institution>Department of Clinical and Molecular Biochemistry, Pomeranian Medical University in Szczecin</institution>, <city>Szczecin</city>, <country country="pl">Poland</country></aff>
<aff id="aff6"><label>6</label><institution>Centre for Human Structural and Functional Research, Institute of Physical Culture Sciences, University of Szczecin</institution>, <city>Szczecin</city>, <country country="pl">Poland</country></aff>
<aff id="aff7"><label>7</label><institution>Department of Pathology, Pomeranian Medical University in Szczecin</institution>, <city>Szczecin</city>, <country country="pl">Poland</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Giuseppe Messina, <email xlink:href="mailto:giuseppe.messina@uniroma5.it">giuseppe.messina@uniroma5.it</email></corresp>
<fn fn-type="equal" id="fn0001">
<label>&#x2020;</label>
<p>These authors share last authorship</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-13">
<day>13</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1730935</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Brusa, Giustino, Messina, Dominguez, Kostrzewa-Nowak, Barbagallo, Nowak, Leale, Patti, Bianco, Battaglia, Iovane and Padua.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Brusa, Giustino, Messina, Dominguez, Kostrzewa-Nowak, Barbagallo, Nowak, Leale, Patti, Bianco, Battaglia, Iovane and Padua</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-13">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>The physiological decline with advancing age also affects the aging of the spine. The practice of physical activity (PA) appears to protect against spine degeneration. Hence, the aim of this study was to analyze the morphological differences of the spine in older women, comparing subjects with different levels of PA.</p>
</sec>
<sec>
<title>Methods</title>
<p>Participants were divided into the three following groups based on the amount of PA practiced: low active (LA); moderate active (MA); high active (HA). The levels of PA were measured using the International Physical Activity Questionnaire&#x2014;Short Form (IPAQ&#x2013;SF). The spine morphology of each participant was assessed through a non-invasive, 3D optoelectronic detection system using the Light Detection and Ranging (LIDAR) technology. Spine parameters in the frontal and sagittal planes were considered for comparisons.</p>
</sec>
<sec>
<title>Results</title>
<p>No significant differences in spine parameters in the frontal plane among the 3 groups were found. In the sagittal plane, we found a significant difference on the spine sagittal imbalance parameter (<italic>F</italic><sub>(2, 40)</sub>&#x202F;=&#x202F;6.17; <italic>p</italic>&#x202F;=&#x202F;0.005), with the highest spine sagittal imbalance in the LA group. Furthermore, in the sagittal plane, we detected a significant difference in the spine inclination parameter (<italic>F</italic><sub>(2, 40)</sub>&#x202F;=&#x202F;5.93; <italic>p</italic>&#x202F;=&#x202F;0.006), with the highest spine inclination in the LA group.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our results showed that older women who engage d in lower levels of PA exhibited some altered spinal sagittal parameters compared to peers with moderate and high levels of PA, suggesting that PA may contribute to maintain spinal sagittal alignment and preserve spinal sagittal balance.</p>
</sec>
</abstract>
<kwd-group>
<kwd>aging</kwd>
<kwd>back</kwd>
<kwd>elderly</kwd>
<kwd>exercise</kwd>
<kwd>physical activity</kwd>
<kwd>spinal column</kwd>
<kwd>spine</kwd>
<kwd>sport</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="66"/>
<page-count count="9"/>
<word-count count="7491"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Geriatric Medicine</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Aging is a physiological process which occurs in the human over time and is characterized by progressive and irreversible changes on both the structural and functional domains (<xref ref-type="bibr" rid="ref1">1</xref>). Among the psychological aspects, the decline in cognitive abilities such as attention and memory represent the most serious issues in old age (<xref ref-type="bibr" rid="ref2">2</xref>). Whereas, the most common physical conditions are sarcopenia and osteopenia, resulting in reduced functional capacity, compromising daily activities and quality of life (<xref ref-type="bibr" rid="ref3">3</xref>). The physiological decline with advancing age also affects the aging of the spine which includes the reduction of bone mass and the development of degenerative changes (<xref ref-type="bibr" rid="ref4">4</xref>). The degeneration of the spine with aging can affect different structures and at various spinal levels including the vertebral body, vertebral endplates, intervertebral discs, facet joints, muscles and ligaments (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>). Any alteration to any component, alone or in combination, lead to biomechanical changes which negatively affect range of motion, load carrying capacity, gait and posture (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). Furthermore, this process can lead to several types of lesions and painful symptoms, although the course, speed, and severity of these processes, as well as their consequences, are individual (<xref ref-type="bibr" rid="ref4">4</xref>).</p>
<p>Considering the prevalence in the population aged over 65, several research groups have shown a growing interest in the topic, by investigating the pathophysiology and biomechanics of the aging spine (<xref ref-type="bibr" rid="ref4 ref5 ref6">4&#x2013;6</xref>). Although this physiological process is dynamic, the extent and speed of these changes are subjective as they can depend on various factors, including the level of physical activity (PA) practice. In fact, the literature is in agreement concerning that regular PA among older women is associated with higher lumbar spine bone mineral density, and that PA programs with higher doses and involving multiple exercises and resistance exercises appear to be more effective (<xref ref-type="bibr" rid="ref7">7</xref>). For this reason, regular PA appears to protect against spine degeneration, and it is effective to maintain muscle mass and strength, joint mobility, influencing positively body posture (<xref ref-type="bibr" rid="ref8">8</xref>). Indeed, core muscles have a key role both in the stability and mobility of the spine (<xref ref-type="bibr" rid="ref4">4</xref>). In contrast, physical inactivity is a risk factor for accelerating the process of musculoskeletal degeneration (<xref ref-type="bibr" rid="ref9">9</xref>). However, the differences in spine morphology between physically active and sedentary older adults have not yet been extensively investigated.</p>
<p>Radiographic examination is the gold standard for the evaluation of the spine and although in previous decades the evaluation was mainly based on the frontal plane, the importance of the sagittal plane evaluation is now widely recognized (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Spine assessment includes thorough history, observations, and physical tests which are fundamental to warrant and integrate the radiographic examination (<xref ref-type="bibr" rid="ref6">6</xref>). However, the use of non-invasive techniques for spine screening can be useful to detect and monitor spine morphology when spine assessment does not justify complementing radiographic examination. In this way, radiation-free examinations are increasingly used to evaluate the spine in order to avoid X-ray exposure (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>). Among these alternative methods, the rasterstereography technique, developed by Drerup and Hierholzer (<xref ref-type="bibr" rid="ref13">13</xref>), represents a valid examination that allows the three-dimensional (3D) reconstruction of the spine by analyzing the back surface (<xref ref-type="bibr" rid="ref14">14</xref>). In fact, by detecting specific anatomical landmarks of the back surface, the rasterstereography analyzes the 3D back shape and provides the 3D reconstruction of the spine (<xref ref-type="bibr" rid="ref15">15</xref>). This technique uses the Light Detection and Ranging (LIDAR) technology in which: a sensor sends pulsed laser light (laser emission); a receiver captures the reflected laser light that bounce back from objects (light detection); a processor calculates the time for the pulsed laser light to travel out and back, using the speed of light to measure the distances to the objects; the system creates precise 3D models of objects surface (<xref ref-type="bibr" rid="ref16">16</xref>). In fact, previous studies assessed the spine morphology through the LIDAR technology (<xref ref-type="bibr" rid="ref17 ref18 ref19 ref20">17&#x2013;20</xref>).</p>
<p>Hence, the aim of this study was to analyze the morphological differences of the spine in older women, comparing subjects with different levels of PA. Our hypothesis was that subjects with lower level of PA could present a greater spine imbalance, especially in the sagittal plane.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Study design</title>
<p>In this observational cross-sectional study, participants were divided into different groups, based on the amount of PA practiced, and then their spine morphology was assessed to explore any differences.</p>
<p>This study was approved by the Ethics Committee Palermo 1 of the University Hospital &#x201C;Policlinico di Palermo&#x201D; (n. 06/2022) and carried out in accordance with the principles of the Declaration of Helsinki.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Participants</title>
<p>Inclusion criteria for participation in the study were as follows: (1) from 65 to 79&#x202F;years of age; (2) regular participation in any PA or sports for at least 5&#x202F;years. Exclusion criteria were as follows: (1) presence of any certified spinal deformity; (2) presence of any diagnosed musculoskeletal disease; (3) presence of diagnosed osteoporosis and/or sarcopenia.</p>
<p>A sample of 43 older women were recruited (age: 70.67&#x202F;&#x00B1;&#x202F;3.78&#x202F;years; weight: 65.22&#x202F;&#x00B1;&#x202F;8.83&#x202F;kg; height: 1.55&#x202F;&#x00B1;&#x202F;0.08&#x202F;m).</p>
<p>All participants were informed of the purpose of the study and provided written informed consent to participate.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Procedure</title>
<p>Participants were invited to the Posturology and Biomechanics Laboratory at the University of Palermo and were first asked to complete the International Physical Activity Questionnaire&#x2014;Short Form (IPAQ&#x2013;SF) to measure the levels of PA. Then, their weight and height were measured, and finally their spine was assessed.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Physical activity level measurement</title>
<p>Participants included in the study were physically active, as among the inclusion criteria there was the participation in any PA or sports for at least 5&#x202F;years, and, in order to measure the level of PA practiced, expressed as energy expenditure (MET&#x2013;minutes/week), the IPAQ&#x2013;SF was administered (<xref ref-type="bibr" rid="ref21">21</xref>). The IPAQ&#x2013;SF is a standardized instrument used to assess the levels of PA practice in a population during the &#x201C;last 7&#x202F;days&#x201D; or in the &#x201C;usual week.&#x201D; In detail, the questionnaire measures frequencies and durations of sitting activities, walking activities, moderate-intensity PA and vigorous-intensity PA.</p>
<p>Following the scoring protocol of the &#x201C;Guidelines for Data Processing and Analysis of the International Physical Activity Questionnaire (IPAQ)&#x2013;Short and Long Forms&#x201D; and using the Compendium of Physical Activities (and subsequent updates) (<xref ref-type="bibr" rid="ref22 ref23 ref24">22&#x2013;24</xref>), participants were divided into the 3 following groups: low active (LA; &#x003C;600 MET&#x2013;minutes/week; n&#x202F;=&#x202F;16); moderate active (MA; &#x2265;600 MET&#x2013;minutes/week and &#x003C;3,000 MET&#x2013;minutes/week; <italic>n</italic>&#x202F;=&#x202F;15); high active (HA; &#x2265;3,000 MET&#x2013;minutes/week; <italic>n</italic>&#x202F;=&#x202F;12).</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Anthropometric measurements</title>
<p>Weight and height were recorded using a Seca electronic scale (maximum weight: 300&#x202F;kg, resolution: 100&#x202F;g; Seca; Hamburg, Germany) and a standard stadiometer (maximum height: 220&#x202F;cm, resolution: 1&#x202F;mm), respectively.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Spine assessment</title>
<p>In order to assess the spine morphology a non-invasive, 3D optoelectronic detection system using the Light Detection and Ranging (LIDAR) technology with an infrared Time-of-Flight (ToF) camera (Spine 3D; Sensor Medica, Guidonia Montecelio, Rome, Italy) was used (<xref ref-type="bibr" rid="ref17 ref18 ref19 ref20">17&#x2013;20</xref>, <xref ref-type="bibr" rid="ref25">25</xref>).</p>
<p>The validity of rasterstereography technique was previously investigated compared with X-ray and this examination has been shown to be valid for screening, monitoring scoliosis progression, follow-ups, as well as for scoliosis diagnosis (<xref ref-type="bibr" rid="ref14">14</xref>). Furthermore, the rasterstereography technique has been shown to have excellent intra- and inter-day reliability in most parameters with the higher reliability coefficients ranging between 0.972 and 0.982 for the Intraclass Correlation Coefficient (ICC) and between 0.989 and 0.991 for the Cronbach Alpha (C&#x03B1;) (<xref ref-type="bibr" rid="ref26">26</xref>). Similarly, the rasterstereography technique has been demonstrated to have excellent intra- and inter-observer reliability of all parameters showing the maximum ICC&#x202F;=&#x202F;0.988 and the minimum ICC&#x202F;=&#x202F;0.918 (<xref ref-type="bibr" rid="ref27">27</xref>). A previous study demonstrated a variability, expressed as Standard Error of Measurement (SEM), less than 1.5&#x00B0; and 1.5&#x202F;mm for the angular and linear parameters, respectively (<xref ref-type="bibr" rid="ref28">28</xref>).</p>
<p>Each participant was asked to stay 1 meter from the instrument, in upright position barefoot and with feet placed side-by-side, head in neutral position, and with the back bare-chested facing the camera of the instrument.</p>
<p>The anatomical landmarks were as follows: prominent vertebra (VP), right and left shoulder (SR and SL), right and left lumbar dimple (DR and DL) and the midpoint between them (DM). Based on these landmarks, the software computes specific parameters in the frontal, sagittal, and horizontal planes. The main parameters were as follows. Frontal plane&#x2014;(a) Spine Length: the length of the segment from VP to DM; (b) Spine Frontal Imbalance: the length between the vertical line passing through DM and the vertical line passing through VP; (c) Spine imbalance: the angle between the line passing through VP and DM and the vertical line passing through DM; (d) Shoulder obliquity: the distance between the horizontal axis passing through SL and the horizontal axis passing through SR; (e) Shoulder tilt: the angle between the line passing through SL and SR and the horizontal axis; (f) Maximum left vertebral deviation: convexity to the left; (g) Maximum right vertebral deviation: convexity to the right; (h) Maximum left rotation surface: the angle between the line passing through the centre of the vertebral body and the apex of the spinous process and the line perpendicular to the frontal plane; (i) Maximum right rotation surface: the angle between the line passing through the centre of the vertebral body and the apex of the spinous process and the line perpendicular to the frontal plane; (j) Pelvis obliquity: the distance between the horizontal axis passing through DL and the horizontal axis passing through DR; (k) Pelvis tilt: the angle between the line passing through DL and DR and the horizontal axis; (l) Cobb curve thoraco-lumbar: the Cobb&#x2019;s angle between T9 and L2; (m) Cobb curve lumbar: the Cobb&#x2019;s angle between L2 and L4. Sagittal plane&#x2014;(a) Spine Length: the length of the segment from VP to DM; (b) Spine Sagittal Imbalance: the length between the vertical line passing through VP and the vertical line passing through DM; (c) Spine Inclination: the angle between the line passing through VP and DM and the vertical line passing through DM; (d) Cervical Lordosis: the distance between the cervical apex and the tangent to the kyphotic apex; (e) Lumbar Lordosis: the distance between the lumbar apex and the tangent to the kyphotic apex; (f) Kyphotic Angle: the upper angle formed by the tangents to the surface at the cervico-thoracic inversion (ICT) and the thoraco-lumbar inversion (ITL) points; (g) Lordotic Angle: the upper angle formed by the tangents to the surface at ITL and the lumbosacral inversion (ILS) points. Horizontal plane&#x2014;(a) Shoulder torsion: the angle of rotation of the shoulder girdle (SL-SR); (b) Pelvis torsion: the angle of rotation of the pelvis girdle (DL-DR).</p>
<p>For each participant, the spine assessment was conducted by the same researcher, who was an expert in the use of the instrument, during the same time slot (i.e., between 9:00 and 12:00) in order to minimize time-of-day effect.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Statistical analysis</title>
<p>Data distributions were tested using the Shapiro&#x2013;Wilk&#x2019;s test. Data are presented as mean &#x00B1; standard deviation. Differences in spine parameters among the three groups, in the frontal and sagittal plane, were evaluated using the one-way analysis of variance (ANOVA). The Tukey&#x2019;s <italic>post-hoc</italic> multiple comparisons test was carried out in presence of significant difference. Moreover, in case of significant difference, the eta-squared (&#x03B7;<sup>2</sup>) was carried out to measure the effect size. Mean differences in spine parameters among the three groups were calculated.</p>
<p>The level of significance for all statistical analyses was set at <italic>p</italic> &#x003C;&#x202F;0.05.</p>
<p>All statistical analyses were performed using Jamovi software; The jamovi project (2022). jamovi. (Version 2.3) [Computer Software]. Retrieved from: <ext-link xlink:href="https://www.jamovi.org" ext-link-type="uri">https://www.jamovi.org</ext-link>.</p>
<p>All figures were created using GraphPad Prism 8 (GraphPad Software Inc., San Diego, CA, USA).</p>
<p>A <italic>post hoc</italic> analysis was computed to detect the achieved sample size power, using an ANOVA design (<italic>f</italic> =&#x202F;0.40, <italic>&#x03B1;</italic> =&#x202F;0.05), using G&#x002A;Power software (v. 3.1.9.2; Heinrich Heine University, D&#x00FC;sseldorf, Germany).</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<label>3</label>
<title>Results</title>
<p>The Shapiro&#x2013;Wilk&#x2019;s test showed that data were normally distributed.</p>
<p>Participants&#x2019; characteristics were as follows: LA group: <italic>n</italic>&#x202F;=&#x202F;16; age: 71.38&#x202F;&#x00B1;&#x202F;4.53&#x202F;years; weight: 63.90&#x202F;&#x00B1;&#x202F;8.98&#x202F;kg; height: 1.55&#x202F;&#x00B1;&#x202F;0.09&#x202F;m; MA group: <italic>n</italic>&#x202F;=&#x202F;15; age: 70.67&#x202F;&#x00B1;&#x202F;3.74&#x202F;years; weight: 66.45&#x202F;&#x00B1;&#x202F;9.26&#x202F;kg; height: 1.55&#x202F;&#x00B1;&#x202F;0.09&#x202F;m; HA group: <italic>n</italic>&#x202F;=&#x202F;12; age: 69.75&#x202F;&#x00B1;&#x202F;2.67&#x202F;years; weight: 65.45&#x202F;&#x00B1;&#x202F;8.61&#x202F;kg; height: 1.56&#x202F;&#x00B1;&#x202F;0.05&#x202F;m.</p>
<p>The <italic>post hoc</italic> power analysis showed that with a total sample size of 43 participants a power of 0.61 was achieved.</p>
<p><xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref> shows descriptive data of the spine parameters for each group in the frontal and sagittal plane, respectively.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Descriptive data of the spine parameters in the frontal plane.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Parameter</th>
<th align="center" valign="top">Group</th>
<th align="center" valign="top">Mean &#x00B1; SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="3">Spine length (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">419.69&#x202F;&#x00B1;&#x202F;34.71</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">413.67&#x202F;&#x00B1;&#x202F;29.34</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">407.08&#x202F;&#x00B1;&#x202F;20.48</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Spine frontal imbalance (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">&#x2212;4.63&#x202F;&#x00B1;&#x202F;9.91</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">&#x2212;0.33&#x202F;&#x00B1;&#x202F;9.20</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">&#x2212;3.75&#x202F;&#x00B1;&#x202F;10.22</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Spine imbalance (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">0.66&#x202F;&#x00B1;&#x202F;1.39</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">0.04&#x202F;&#x00B1;&#x202F;1.26</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">0.52&#x202F;&#x00B1;&#x202F;1.47</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Shoulder obliquity (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">&#x2212;1.25&#x202F;&#x00B1;&#x202F;12.87</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">2.93&#x202F;&#x00B1;&#x202F;11.63</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">3.92&#x202F;&#x00B1;&#x202F;11.52</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Shoulder tilt (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">&#x2212;0.20&#x202F;&#x00B1;&#x202F;2.45</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">0.53&#x202F;&#x00B1;&#x202F;2.08</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">0.72&#x202F;&#x00B1;&#x202F;2.08</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Maximum left vertebral deviation (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">&#x2212;4&#x202F;&#x00B1;&#x202F;4.55</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">&#x2212;5.67&#x202F;&#x00B1;&#x202F;4.92</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">&#x2212;6.17&#x202F;&#x00B1;&#x202F;5.15</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Maximum right vertebral deviation (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">1.69&#x202F;&#x00B1;&#x202F;2.21</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">1.93&#x202F;&#x00B1;&#x202F;2.58</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">3.42&#x202F;&#x00B1;&#x202F;3.68</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Maximum left rotation surface (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">&#x2212;11.39&#x202F;&#x00B1;&#x202F;7.44</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">&#x2212;12.38&#x202F;&#x00B1;&#x202F;7.02</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">&#x2212;13.23&#x202F;&#x00B1;&#x202F;8.30</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Maximum right rotation surface (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">2.89&#x202F;&#x00B1;&#x202F;4.09</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">0.95&#x202F;&#x00B1;&#x202F;1.90</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">3.28&#x202F;&#x00B1;&#x202F;4.08</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Pelvis obliquity (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">0.06&#x202F;&#x00B1;&#x202F;4.74</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">2.40&#x202F;&#x00B1;&#x202F;4.66</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">2.50&#x202F;&#x00B1;&#x202F;5.25</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Pelvis tilt (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">&#x2212;0.04&#x202F;&#x00B1;&#x202F;2.60</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">1.33&#x202F;&#x00B1;&#x202F;2.68</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">1.47&#x202F;&#x00B1;&#x202F;3.03</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>LA, low active; MA, moderate active; HA, high active; mm, millimeters; &#x00B0;, degrees.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Descriptive data of the spine parameters in the sagittal plane.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Parameter</th>
<th align="center" valign="top">Group</th>
<th align="center" valign="top">Mean &#x00B1; SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="3">Spine length (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">419.69&#x202F;&#x00B1;&#x202F;34.71</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">413.67&#x202F;&#x00B1;&#x202F;29.34</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">407.08&#x202F;&#x00B1;&#x202F;20.48</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Spine sagittal imbalance (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">53.75&#x202F;&#x00B1;&#x202F;17.49</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">36.93&#x202F;&#x00B1;&#x202F;17.29</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">32.42&#x202F;&#x00B1;&#x202F;18.31</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Spine inclination (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">7.67&#x202F;&#x00B1;&#x202F;2.76</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">5.05&#x202F;&#x00B1;&#x202F;2.28</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">4.50&#x202F;&#x00B1;&#x202F;2.80</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Cervical lordosis (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">42.63&#x202F;&#x00B1;&#x202F;16.46</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">39.93&#x202F;&#x00B1;&#x202F;8.83</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">32.67&#x202F;&#x00B1;&#x202F;13.58</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Lumbar lordosis (mm)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">59.38&#x202F;&#x00B1;&#x202F;17.50</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">57.00&#x202F;&#x00B1;&#x202F;12.00</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">51.42&#x202F;&#x00B1;&#x202F;13.89</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Kyphotic angle (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">57.04&#x202F;&#x00B1;&#x202F;13.77</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">54.62&#x202F;&#x00B1;&#x202F;11.83</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">51.85&#x202F;&#x00B1;&#x202F;14.29</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Lordotic angle (&#x00B0;)</td>
<td align="center" valign="middle">LA</td>
<td align="center" valign="middle">62.22&#x202F;&#x00B1;&#x202F;34.05</td>
</tr>
<tr>
<td align="center" valign="middle">MA</td>
<td align="center" valign="middle">46.11&#x202F;&#x00B1;&#x202F;15.79</td>
</tr>
<tr>
<td align="center" valign="middle">HA</td>
<td align="center" valign="middle">48.34&#x202F;&#x00B1;&#x202F;12.15</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>LA, low active; MA, moderate active; HA, high active; mm, millimeters; &#x00B0;, degrees.</p>
</table-wrap-foot>
</table-wrap>
<p>The one-way ANOVA detected no significant differences in spine parameters in the frontal plane among the 3 groups, as shown in <xref ref-type="table" rid="tab3">Table 3</xref>.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>One way ANOVA of the spine parameters in the frontal plane among the three groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Parameter</th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top">df1</th>
<th align="center" valign="top">df2</th>
<th align="center" valign="top"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Spine frontal imbalance (mm)</td>
<td align="center" valign="middle">0.82</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.45</td>
</tr>
<tr>
<td align="left" valign="middle">Spine imbalance (&#x00B0;)</td>
<td align="center" valign="middle">0.86</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.43</td>
</tr>
<tr>
<td align="left" valign="middle">Shoulder obliquity (mm)</td>
<td align="center" valign="middle">0.76</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.48</td>
</tr>
<tr>
<td align="left" valign="middle">Shoulder tilt (&#x00B0;)</td>
<td align="center" valign="middle">0.71</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.50</td>
</tr>
<tr>
<td align="left" valign="middle">Maximum left vertebral deviation (mm)</td>
<td align="center" valign="middle">0.80</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.46</td>
</tr>
<tr>
<td align="left" valign="middle">Maximum right vertebral deviation (mm)</td>
<td align="center" valign="middle">1.45</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.25</td>
</tr>
<tr>
<td align="left" valign="middle">Maximum left rotation Surface (&#x00B0;)</td>
<td align="center" valign="middle">0.21</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.81</td>
</tr>
<tr>
<td align="left" valign="middle">Maximum right rotation surface (&#x00B0;)</td>
<td align="center" valign="middle">1.84</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.17</td>
</tr>
<tr>
<td align="left" valign="middle">Pelvis obliquity (mm)</td>
<td align="center" valign="middle">1.21</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.31</td>
</tr>
<tr>
<td align="left" valign="middle">Pelvis tilt (&#x00B0;)</td>
<td align="center" valign="middle">1.36</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.27</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>df, degrees of freedom; mm, millimeters; &#x00B0;, degrees.</p>
</table-wrap-foot>
</table-wrap>
<p>In the sagittal plane, we found a significant difference on the spine sagittal imbalance parameter among the 3 groups (<italic>F</italic><sub>(2, 40)</sub>=6.17; <italic>p</italic>&#x202F;=&#x202F;0.005) (<xref ref-type="table" rid="tab4">Table 4</xref>), with the highest spine sagittal imbalance in the LA group (<xref ref-type="table" rid="tab2">Tables 2</xref>, <xref ref-type="table" rid="tab5">5</xref>). The effect size was &#x03B7;<sup>2</sup>&#x202F;=&#x202F;0.229.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>One way ANOVA of the spine parameters in the sagittal plane among the 3 groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Parameter</th>
<th align="center" valign="top"><italic>F</italic></th>
<th align="center" valign="top">df1</th>
<th align="center" valign="top">df2</th>
<th align="center" valign="top"><italic>p</italic></th>
<th align="center" valign="top">&#x03B7;<sup>2</sup></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Spine length (mm)</td>
<td align="center" valign="middle">0.63</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.54</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">Spine sagittal imbalance (mm)</td>
<td align="center" valign="middle">6.17</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.005</td>
<td align="center" valign="middle">0.229</td>
</tr>
<tr>
<td align="left" valign="middle">Spine inclination (&#x00B0;)</td>
<td align="center" valign="middle">5.93</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.006</td>
<td align="center" valign="middle">0.236</td>
</tr>
<tr>
<td align="left" valign="middle">Cervical lordosis (mm)</td>
<td align="center" valign="middle">1.96</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.15</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">Lumbar lordosis (mm)</td>
<td align="center" valign="middle">1.02</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.37</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">Kyphotic angle (&#x00B0;)</td>
<td align="center" valign="middle">0.52</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.60</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">Lordotic angle (&#x00B0;)</td>
<td align="center" valign="middle">2.07</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">0.14</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>df, degrees of freedom; mm, millimeters; &#x00B0;, degrees.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Tukey&#x2019;s <italic>post-hoc</italic> multiple comparisons test for the spine sagittal imbalance (mm).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Multiple comparisons</th>
<th align="center" valign="top">Mean difference</th>
<th align="center" valign="top"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">LA vs. MA</td>
<td align="center" valign="top">16.82</td>
<td align="center" valign="middle">0.030</td>
</tr>
<tr>
<td align="left" valign="middle">LA vs. HA</td>
<td align="center" valign="top">21.33</td>
<td align="center" valign="middle">0.008</td>
</tr>
<tr>
<td align="left" valign="middle">MA vs. HA</td>
<td align="center" valign="top">4.52</td>
<td align="center" valign="middle">0.787</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>LA, low active; MA, moderate active; HA, high active.</p>
</table-wrap-foot>
</table-wrap>
<p>The Tukey&#x2019;s <italic>post-hoc</italic> multiple comparisons test showed a significant difference between LA and MA group (<italic>p</italic>&#x202F;=&#x202F;0.030), and between LA and HA group (<italic>p</italic>&#x202F;=&#x202F;0.008), as reported in <xref ref-type="table" rid="tab5">Table 5</xref> and <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Spine sagittal imbalance differences among the three groups. LA, low active; MA, moderate active; HA, high active; mm, millimeters.</p>
</caption>
<graphic xlink:href="fmed-12-1730935-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Box plot titled "Spine Sagittal Imbalance" showing measurements in millimeters across three groups: LA, MA, and HA. LA shows the highest variability, with significant differences noted between LA and the other groups.</alt-text>
</graphic>
</fig>
<p>Furthermore, in the sagittal plane, we detected a significant difference in the spine inclination parameter among the 3 groups (<italic>F</italic><sub>(2, 40)</sub>=5.93; <italic>p</italic>&#x202F;=&#x202F;0.006) (<xref ref-type="table" rid="tab4">Table 4</xref>), with the highest spine inclination in the LA group (<xref ref-type="table" rid="tab2">Tables 2</xref>, <xref ref-type="table" rid="tab6">6</xref>). The effect size was &#x03B7;<sup>2</sup>&#x202F;=&#x202F;0.236.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Tukey&#x2019;s <italic>post-hoc</italic> multiple comparisons test for the spine inclination (&#x00B0;).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Multiple comparisons</th>
<th align="center" valign="top">Mean difference</th>
<th align="center" valign="top"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">LA vs. MA</td>
<td align="center" valign="top">2.62</td>
<td align="center" valign="middle">0.021</td>
</tr>
<tr>
<td align="left" valign="middle">LA vs. HA</td>
<td align="center" valign="top">3.16</td>
<td align="center" valign="middle">0.008</td>
</tr>
<tr>
<td align="left" valign="middle">MA vs. HA</td>
<td align="center" valign="top">0.54</td>
<td align="center" valign="middle">0.854</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>LA, low active; MA, moderate active; HA, high active.</p>
</table-wrap-foot>
</table-wrap>
<p>The Tukey&#x2019;s <italic>post-hoc</italic> multiple comparisons test showed a significant difference between LA and MA group (<italic>p</italic>&#x202F;=&#x202F;0.021), and between LA and HA group (p&#x202F;=&#x202F;0.008), as reported in <xref ref-type="table" rid="tab6">Table 6</xref> and <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Spine inclination differences among the three groups. LA, low active; MA, moderate active; HA, high active; &#x00B0;, degrees.</p>
</caption>
<graphic xlink:href="fmed-12-1730935-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Box plot illustrating spine inclination across three groups: LA, MA, and HA. The LA group has the highest variability and median, while MA has the lowest median. Statistically significant differences are indicated by asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec sec-type="discussion" id="sec11">
<label>4</label>
<title>Discussion</title>
<p>The aim of this study was to analyze any spine differences in older women comparing subjects with different levels of PA. Our results showed that older women who engaged in lower levels of PA exhibited some altered spinal sagittal parameters compared to peers with moderate and high levels of PA. Specifically, we found an increasing sagittal imbalance of the spine as the level of PA decreased, that is, from high active to low active. Similarly, we detected the same trend for the sagittal inclination of the spine with the highest angle in the low active group. Moreover, the differences found are clinically meaningful. In fact, the significant mean differences we detected exceed the range of SEM of the rasterstereography technique (<xref ref-type="bibr" rid="ref28">28</xref>). These alterations reflect a forward displacement of the trunk and consequent less efficient body posture (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>).</p>
<p>Physiological and biomechanical changes during aging such as a lumbar lordosis reduction and a thoracic kyphosis increase, leading to pelvic retroversion, have been documented (<xref ref-type="bibr" rid="ref31">31</xref>). The existing literature has documented the importance of spine assessment in the sagittal plane, as spinal sagittal malalignment may reflect a loss of the physiological curves of the spine, with possible forward tilt of the trunk, and possible consequent posterior pelvic rotation (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). Indeed, the assessment of the spine in the sagittal plane can be useful in order to have an image of the spine shape, and to monitor differences in spine alignment and compensation (<xref ref-type="bibr" rid="ref6">6</xref>). As a matter of fact, spinal balance can depend on muscle response of the trunk to maintain stable upright posture (<xref ref-type="bibr" rid="ref33">33</xref>). In fact, a research group demonstrated that a sagittal vertical axis higher than 40&#x202F;mm indicates a poor sagittal balance and higher values of this parameter indicate poorer sagittal alignment (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>). A sagittal vertical axis higher than 40&#x202F;mm significantly increases the number of falls (<xref ref-type="bibr" rid="ref36">36</xref>). In the sample we recruited, the LA group showed a spine sagittal imbalance of 53.75&#x202F;&#x00B1;&#x202F;17.49&#x202F;mm and this can represent a significant clinical risk (<xref ref-type="bibr" rid="ref37">37</xref>). As a matter of fact, spinal sagittal alignment is a key factor for preventing and managing spinal disorders, especially during aging (<xref ref-type="bibr" rid="ref29">29</xref>). Our results also showed that the LA group had a spine inclination of 7.67&#x202F;&#x00B1;&#x202F;2.76 &#x00B0; resulting in significant health risks that negatively impact the quality of life (<xref ref-type="bibr" rid="ref30">30</xref>). In fact, an optimal spinal sagittal balance is fundamental for maintaining a neutral standing posture during daily activities (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
<p>These results could find practical application in evaluating spine differences based on age, gender, or PA practice. In fact, previous research showed age- and gender-related differences in spinal sagittal morphology. For example, a study by Yukawa et al. (<xref ref-type="bibr" rid="ref38">38</xref>) showed changes in sagittal alignment according to gender and age in a large sample of asymptomatic individuals. In particular, in line with our results, the authors found, among their findings, an increase in the sagittal vertical axis as physiological change with advancing age (<xref ref-type="bibr" rid="ref38">38</xref>). In the same way, Imagama et al. (<xref ref-type="bibr" rid="ref39">39</xref>) reported that physical functions are negative correlated with both age and spinal inclination angle in middle-aged and elderly subjects and, among other, these could affect the quality of life. Moreover, the participants who were engaged in physical exercise exhibited higher levels of physical characteristics including greater thoracic spinal range of motion (ROM) and back muscle strength as well as good spinal balance underlining the importance of physical exercise on the morpho-functional characteristics of the spine (<xref ref-type="bibr" rid="ref39">39</xref>). Indeed, the practice of leisure time PA, regular PA, structured exercise, and sports, can protect against spine degeneration, can prevent from sarcopenia and osteopenia in postmenopausal women (<xref ref-type="bibr" rid="ref40 ref41 ref42">40&#x2013;42</xref>). It is widely known that regular PA appears to protect against spinal deterioration by contributing to the maintenance of muscle mass and strength, joint flexibility, and posture (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). In fact, the benefits of PA on the musculoskeletal health of the back are well documented in the literature (<xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>). It seems that the compressive strength of the spine tends to increase with the level of PA practiced and that PA strengthens both the vertebrae and the discs (<xref ref-type="bibr" rid="ref47">47</xref>). An interesting study by Borg-Stein et al. (<xref ref-type="bibr" rid="ref48">48</xref>) explored the aging spine in sports showing that the benefits of regular sports engagement overcome the potential risks of spine degeneration in middle-aged athletes. A seminal study in this field showed that in a sample of women aged 55 to 75 who had started physical exercise regularly at age 50, bone mineral density was significantly higher than that of women of an age-matched sample who had not engaged in physical exercise (<xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref49">49</xref>).</p>
<p>Most of the participants recruited for this study had been participating in walking groups, and others in postural gymnastics or Pilates. Indeed, different types of exercise are effective for spine health as aerobic exercises, e.g., walking or swimming, thanks to the fact that these activities offer low impact on the spine (<xref ref-type="bibr" rid="ref50">50</xref>, <xref ref-type="bibr" rid="ref51">51</xref>), in contrast to activities that can have high impact on the spine such as running (<xref ref-type="bibr" rid="ref52">52</xref>). For example, a recent systematic review demonstrated that, due to compression pushing water content out of the disc, running has a negative impact on intervertebral discs (<xref ref-type="bibr" rid="ref52">52</xref>). Furthermore, compression of the intervertebral discs can increase as the intensity of running increases (<xref ref-type="bibr" rid="ref53">53</xref>). While, the types of load useful for intervertebral discs are dynamic, axial, at slow to moderate movement speeds, such as in walking (<xref ref-type="bibr" rid="ref54">54</xref>). As for swimming, it has been demonstrated that can improve bone mineral density in postmenopausal women, especially in long-term, and this can prevent spinal deformities (<xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref55">55</xref>). As a matter of fact, low bone mineral density is a predictor of spinal deformities (<xref ref-type="bibr" rid="ref55 ref56 ref57">55&#x2013;57</xref>).</p>
<p>Among the types of exercise recommended, the effectiveness of strength exercises for preventing and managing spine malalignment or spine disorders, e.g., Pilates or Yoga, is well demonstrated by several research groups (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref58 ref59 ref60 ref61">58&#x2013;61</xref>). For example, Pilates resulted an effective method for reducing pain and improving flexibility, as well as static and dynamic endurance in subjects with lumbar disc herniation (<xref ref-type="bibr" rid="ref59">59</xref>). Similarly, the stretch and strength-based Yoga exercise showed a significant pain reduction in subjects with lumbar disc herniation (<xref ref-type="bibr" rid="ref60">60</xref>). Based on previous studies, the improvement in back muscle strength as well as in core muscle strength through exercise can prevent spinal degeneration and prevent spinal sagittal malalignment (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref62">62</xref>, <xref ref-type="bibr" rid="ref63">63</xref>). As reported in a recent umbrella systematic review, combined resistance exercises are effective in preserving bone mineral density of the lumbar spine, and the concurrent training showed significant improvements (<xref ref-type="bibr" rid="ref64">64</xref>). Indeed, the literature agrees that combining various exercise programs has a positive effect on lumbar spine bone mineral density (<xref ref-type="bibr" rid="ref65">65</xref>).</p>
<p>In contrast, it is well recognized that static sitting posture increases the compression of the lumbar intervertebral discs (<xref ref-type="bibr" rid="ref66">66</xref>). These studies demonstrate that the health and the morphology of the spine can depend on the type and level of PA practice, supporting our research hypothesis.</p>
<sec id="sec12">
<label>4.1</label>
<title>Strengths and limitations</title>
<p>The originality of this study was to consider the level of PA practice as an influencing factor for spinal sagittal alignment, underlying that the amount of PA may play a key role in preventing spinal sagittal imbalance.</p>
<p>Among the limitations it must be mentioned that it is a cross-sectional study limiting causal inference. Furthermore, it must be mentioned that the sample size does not allow to generalize the results. In fact, the <italic>post hoc</italic> analysis showed that the sample size achieved a power of 0.61.</p>
</sec>
<sec id="sec13">
<label>4.2</label>
<title>Practical implications</title>
<p>This study emphasizes the effectiveness of PA on the aging of the spine. Moreover, it should be underlined that the use of non-invasive techniques to screen and monitor spine morphology can be useful to avoid radiographic radiation when radiographic examination is not justified, and to adopt the rasterstereography technique in routine clinical use.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec14">
<label>5</label>
<title>Conclusion</title>
<p>Our findings that low active women showed higher values of spine sagittal imbalance and spine inclination compared to women engaged in moderate or high levels suggest that PA may contribute to maintain spinal sagittal alignment and preserve spinal sagittal balance. This could probably be explained by the fact that PA leads to the strengthening of the back muscles, including stabilizing muscles of the spine, which could slow down the physiological progression of sagittal imbalance that occurs with advancing age. Although PA can prevent the aging of the spine, further studies should clarify to what extent PA can affect spinal alignment.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec15">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec16">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Ethics Committee Palermo 1 of the University Hospital &#x201C;Policlinico di Palermo&#x201D; (n. 06/2022) and carried out in accordance with the principles of the Declaration of Helsinki. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec17">
<title>Author contributions</title>
<p>JB: Investigation, Software, Data curation, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. VG: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GM: Writing &#x2013; review &#x0026; editing, Conceptualization, Supervision. LD: Validation, Writing &#x2013; review &#x0026; editing. DK-N: Writing &#x2013; review &#x0026; editing, Visualization. MB: Validation, Writing &#x2013; review &#x0026; editing. RN: Visualization, Writing &#x2013; review &#x0026; editing. IL: Writing &#x2013; review &#x0026; editing, Software. AP: Visualization, Writing &#x2013; review &#x0026; editing. AB: Writing &#x2013; review &#x0026; editing, Methodology. GB: Validation, Conceptualization, Writing &#x2013; review &#x0026; editing. AI: Conceptualization, Writing &#x2013; review &#x0026; editing, Project administration. EP: Project administration, Writing &#x2013; review &#x0026; editing, Conceptualization.</p>
</sec>
<sec sec-type="COI-statement" id="sec18">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) MB declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec19">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec20">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1434438/overview">Di Wu</ext-link>, Harvard Medical School, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3314393/overview">Hiroki Takayama</ext-link>, Hanna Central College of Rehabilitation, Japan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3318116/overview">Lilin Lan</ext-link>, Western Michigan University, United States</p>
</fn>
</fn-group>
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</article>