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  <front>
    <article-meta>
      <title-group>
        <article-title>Investigation of Biomarkers Associated with Osteoporosis Among Women Patients</article-title>
        <subtitle>Penelitian Biomarker yang Terkait dengan Osteoporosis pada Pasien Wanita</subtitle>
      </title-group>
      <contrib-group content-type="author">
        <contrib contrib-type="person">
          <name>
            <surname>anbaki </surname>
            <given-names>Al-</given-names>
          </name>
          <email>ali.abdulameer@iu-diwaniya.edu.iq</email>
          <xref ref-type="aff" rid="aff-1"/>
        </contrib>
        <contrib contrib-type="person">
          <name>
            <surname>Abdulameer</surname>
            <given-names>Ali</given-names>
          </name>
          <email>ali.abdulameer@iu-diwaniya.edu.iq</email>
          <xref ref-type="aff" rid="aff-2"/>
        </contrib>
      </contrib-group>
      <aff id="aff-1">
        <institution>Medical Laboratory Technique department, The Islamic University of  Al Diwaniyah</institution>
        <country>Iraq</country>
      </aff>
      <aff id="aff-2">
        <institution>D.Sc.,  Zoology, Dept. Biology, College of Education, Al-Qadisiyah, Univ. Iraq</institution>
        <country>Iraq</country>
      </aff>
      <history>
        <date date-type="received" iso-8601-date="2026-03-05">
          <day>05</day>
          <month>03</month>
          <year>2026</year>
        </date>
      </history>
    <pub-date pub-type="epub"><day>03</day><month>03</month><year>2026</year></pub-date></article-meta>
  </front>
  
  
<body id="body">
    <sec id="heading-dce899b4e23390847a280b16f1dad91d">
      <title>Introduction</title>
      <p id="_paragraph-11">Osteoporosis is a progressive disease that weakens bones, increasing their susceptibility to fractures. Typically associated with a gradual loss of bone density with age or due to deficiencies in certain nutrients, this widespread health problem can often be prevented or managed through early intervention and a healthy lifestyle. </p>
      <p id="_paragraph-12">Osteoporosis is a highly prevalent condition among older women, even in the absence of identifiable predisposing risk factors. This condition represents a major public health concern, as it significantly compromises bone strength and increases susceptibility to fractures. Understanding osteoporosis in women requires comprehensive knowledge of both modifiable and non-modifiable risk factors, as well as insight into the underlying pathophysiological mechanisms. In addition, effective management strategies rely heavily on pharmacological interventions and lifestyle modifications, underscoring the essential role of a multidisciplinary healthcare team in the accurate diagnosis and optimal management of osteoporosis [1], Osteoporosis exerts substantial adverse effects on the physical, psychological, and emotional well-being of postmenopausal women. Epidemiological evidence indicates that osteoporosis affects approximately one in three women and one in five men over the age of 50, classifying it as a chronic and widespread disease [2]. The condition is characterized by a progressive reduction in bone mass and deterioration of bone microarchitecture, resulting in decreased bone strength and an elevated risk of fractures. Consequently, individuals with osteoporosis are more susceptible to fractures, even following low-impact events such as minor falls. According to the World Health Organization, osteoporosis is diagnosed when bone mineral density falls 2.5 standard deviations or more below the average value observed in healthy individuals of the same age and sex [3].</p>
      <p id="_paragraph-13">The present study was designed to investigate the effects of osteoporosis on women in Al-Diwaniyah Governorate by assessing several biomarkers, including thyroid hormone (T4, TSH), estrogen (E2), follicle-stimulating hormone (FSH), calcium (Ca), and vitamin D levels.</p>
    </sec>
    <sec id="heading-a69e793bfbad4671979c7c2f3f244110">
      <title>
        <bold id="_bold-22">2- Materials and Methods</bold>
      </title>
      <p id="_paragraph-15">
        <bold id="_bold-23">3-2 Sample Collections</bold>
      </p>
      <p id="_paragraph-16">Samples were collected from December 2024 to January 2025 from female patients with osteoporosis at Diwaniyah Teaching Hospital and other laboratories in the governorate center. The sample totals consisted of (76) women aged between (25-45) years. The samples were categorized into two groups; the first group consisted of healthy women and served as the control group , consisted of (30) individuals , and the second group, representing women with osteoporosis (Patients women), consisted of (46) individuals. Women with other diseases were also excluded. </p>
      <p id="_paragraph-17">
        <bold id="_bold-24">3-3 Blood Draw</bold>
      </p>
      <p id="_paragraph-18">Venous blood (5 mL) was collected from the brachial vein for each individual enrolled in the study , participant and distributed into two types of plastic tubes . For biochemical analyses, a portion of the blood was transferred into plain tubes without anticoagulants. The samples were then centrifuged at 3,000 rpm for 15 minutes to separate the serum for subsequent analysis . Serum was then withdrawn using a micropipette and transferred to clean, sterile tubes. The tubes were stored at  -20°C until the study could be carried out later.</p>
      <p id="_paragraph-19">
        <bold id="_bold-25">3-4 Parameters Study</bold>
      </p>
      <p id="_paragraph-20">
        <bold id="_bold-26">3-4-1 Biochemical Parameters</bold>
      </p>
      <p id="_paragraph-21">
        <bold id="_bold-27">1- Vitamin D Measurement</bold>
      </p>
      <p id="_paragraph-22">Serum vitamin D3 levels were determined using the ELISA kit provided by [4].</p>
      <p id="_paragraph-23">
        <bold id="_bold-28">2- Measurement of Calcium Concentration</bold>
      </p>
      <p id="_paragraph-24">The concentration of calcium ions in serum was measured according to [5] using a spectrophotometer, reading it at a wavelength of 570 nm.</p>
      <p id="_paragraph-25">
        <bold id="_bold-29">3- Measurement of Thyroid ,  FSH and Estrogen Hormone </bold>
      </p>
      <p id="_paragraph-26">Thyroid hormones (TSH, T4 , FSH and Estrogen) were measured using a modern automated quantitative VIDAS device, according to the methods used for serum analysis using the Enzyme Linked Fluorescent Assay (ELFA) technique [6].</p>
      <p id="_paragraph-27">
        <bold id="_bold-30">4-5 Statistical Analysis</bold>
      </p>
      <p id="_paragraph-28">Statistical analysis was performed using SPSS version 23, and differences between group means were assessed using the t-test.</p>
    </sec>
    <sec id="heading-e6ccb310cee60a56e5b483b027aa7d27">
      <title>
        <bold id="_bold-31">4</bold>
        <bold id="_bold-32">.</bold>
        <bold id="_bold-33">Results and </bold>
        <bold id="_bold-34">Discussions</bold>
      </title>
      <p id="_paragraph-30">
        <bold id="_bold-35">1- Body Max index (BMI) </bold>
      </p>
      <p id="_paragraph-31">Results showed that those with osteoporosis women had (BMI) decrease compared to the healthy control group with the percentages reaching(28.75) 58% and (20.53)42%, respectively, as shown in Figure (1) .</p>
      <p id="_paragraph-32">Variables such as BMI, sex, and age have been shown to significantly influence the incidence of vitamin D3 deficiency . A low body mass index (BMI) has been consistently identified as a major determinant of osteoporosis risk [7]. This effect is largely mediated by the strong link between body weight and bone mass. Population-based studies have shown that increased body weight contributes to higher bone mineral density and a decreased likelihood of fragility fractures, especially among older women, whereas low BMI is associated with a greater risk of hip fractures , even before adjustments for bone mineral density are taken into account. Furthermore, postmenopausal women present additional challenges: thinner skin, reduced capacity to synthesize vitamin D, decreased intestinal absorption of vitamin D, and reduced hydroxylation in the liver and kidneys. These metabolic changes are further compounded by lower levels of outdoor activity and insufficient dietary vitamin D intake [8].</p>
      <p id="paragraph-2203cf634015a990896f2e39b7e2a2cf">
        <bold id="bold-1">2- </bold>
        <bold id="bold-2">Calcium and vitamin D Levels </bold>
      </p>
      <p id="_paragraph-33">The results summarized in Table (1) indicate a significant decrease (P ≤ 0.05) in calcium and vitamin D concentrations among women with osteoporosis relative to the control group. The findings of this study contradict those of other research in the field, such as the study by Catalano [9], which reported no change in calcium levels in individuals with osteoporosis. Calcium plays a crucial role as a reservoir in bones, serving multiple vital functions, including supporting bone cell development, heart functions, and various other physiological processes. When blood calcium levels decrease, the body compensates for the deficiency by drawing from calcium reserves in the bones as in figure (2) .</p>
      <p id="_paragraph-34"> Vitamin D deficiency represents one of the primary causes of hypocalcemia, given its essential role in promoting intestinal calcium absorption and regulating calcium incorporation into bone tissue [10]. Insufficient dietary intake or untreated deficiency may disturb calcium homeostasis and negatively affect bone metabolism. These observations are in agreement with the findings of [11], who reported significantly reduced serum vitamin D concentrations in osteoporotic individuals compared with healthy controls.</p>
      <p id="_paragraph-35">Furthermore, the present study emphasizes the clinical relevance of assessing Serum level of 25-hydroxyvitamin D [25(OH)D] in postmenopausal women with osteoporosis on a global scale. Variations in vitamin D status have been documented across different populations and geographical regions, influenced by factors such as seasonal changes, latitude, and sun exposure, which contribute to significant differences in vitamin D levels among countries.</p>
      <p id="_paragraph-36">Although cutaneous synthesis following sunlight exposure is considered the primary source of vitamin D, additional factors—including dietary intake and supplementation—substantially influence serum 25(OH)D concentrations [12]. Several studies have highlighted the importance of consuming vitamin D–rich foods, particularly oily fish such as mackerel, herring, sardines, and salmon, which are among the most potent natural dietary sources of this vitamin. Previous research has shown that approximately 60% of individuals using cod liver oil supplements achieved sufficient vitamin D levels. Seasonal variation also plays a role, with higher proportions of adequate vitamin D status observed during summer months compared to winter, where deficiency rates markedly increase [13].</p>
      <p id="_paragraph-37">Vitamin D supplementation is therefore essential for a considerable proportion of postmenopausal women with osteoporosis, particularly during periods of limited sunlight exposure. It has been reported that approximately 25% of affected women require supplementation during winter, while up to 35% may need it during summer. Therapeutic regimens including daily doses of up to 10,000 IU or weekly doses not exceeding 50,000 IU have been shown to effectively correct 25(OH)D deficiency and produce significant clinical improvements in osteoporotic patients [12], [13].</p>
      <p id="paragraph-b4cc951e1270a1d4400bbb9d3f05a16d">
        <bold id="bold-47b963f5a9640a757ef6f79aa8c81699">3- </bold>
        <bold id="bold-ddb3d6dae2f8f1ea9edb66e61b97a7da">Thyroid hormones level</bold>
      </p>
      <p id="_paragraph-38">In contrast, the results of this study, shown in Table (1), revealed a significant increase (P &lt; 0.05) in thyroid function levels, particularly thyroxine (T4) hormone, along with a significant decrease in the level of thyroid-stimulating hormone (TSH) in women with osteoporosis compared to the healthy group , as illustrated in Figure (2). Thyroid function plays a fundamental systemic role in the regulation of bone mineral metabolism, and abnormalities in thyroid hormone secretion are well recognized as an important cause of secondary osteoporosis [14].</p>
      <p id="_paragraph-39">Thyroid hormones are key regulators of  bone remodeling and mineral homeostasis in adults. The hormonal pattern observed in this study—elevated T4 levels accompanied by suppressed TSH—indicates a state of increased thyroid hormone activity. Such a condition is known to accelerate bone turnover and promote bone resorption through the activation of T3 receptors expressed in chondrocytes and osteoblasts [15]. Enhanced thyroid hormone activity stimulates osteoclast differentiation and function, ultimately leading to a decline in bone mineral density and a higher risk of osteoporosis. Moreover, TSH itself has been shown to exert a protective effect on skeletal health by inhibiting osteoclast formation and activity, thereby supporting the maintenance of bone mass and microstructural integrity [16]. Consequently, the reduced TSH levels detected in the osteoporosis group may further contribute to excessive osteoclastic resorption and disruption of normal bone homeostasis. In addition, thyroid hormones exert direct catabolic effects on bone mineral balance, and elevated circulating levels can increase renal calcium excretion, exacerbating bone demineralization [17].</p>
      <p id="_paragraph-40">Both thyroid-stimulating hormone (TSH) and triiodothyronine (T3) are key regulators of bone remodeling, exerting their influence by regulating the activity of osteoblasts and osteoclasts. TSH, in particular, stimulates the production of osteoprotein (OPG), a protein that inhibits osteoclast-mediated bone resorption and supports skeletal homeostasis [18]. A study by [19] indicated that thyroid hormone imbalances, characterized by elevated T4 and low TSH levels, may be closely associated with impaired bone turnover, decreased bone mineral density, and exacerbation of osteoporosis in women. These hormonal imbalances disrupt bone regulation at the cellular level, ultimately leading to increased bone loss.</p>
      <p id="paragraph-39a1c7c0d49d9fe080b982b2936212f2">
        <bold id="bold-2eb867074032e48b123465a309bcfb97">4- </bold>
        <bold id="bold-5f9e9cab04b3faaa09026d636de6c050">Follicle stimulating hormone (FSH) and Estrogen (E2) Levels</bold>
      </p>
      <p id="_paragraph-41">The current study, shown in Table (1), demonstrated a significant decrease (P ≤ 0.05) in estrogen (E2)and FSH levels in women with osteoporosis compared to healthy controls women as in figure (2) , Several studies in this area support these findings [20] [21]. </p>
      <p id="_paragraph-42">The reduced FSH levels in the osteoporosis group may be attributed to differences in menopausal status, age distribution, hormonal therapy, or metabolic and inflammatory changes that alter pituitary feedback regulation. These factors can collectively suppress FSH secretion and explain the lower levels observed in this study. The primary purpose of FSH is believed to be to promote estrogen production and ovarian follicle development. While the reproductive function of FSH is widely recognized, The relationship between elevated blood levels of follicle-stimulating hormone (FSH) and bone loss remains controversial [22]. Evidence from studies involving premenopausal and perimenopausal women suggests that elevated FSH concentration, even before menopause, is associated with decreased bone mineral density, increased bone resorption indices, and decreased estradiol levels [23]. Confirming this observation, a meta-analysis of ten prospective studies showed that the rate of spinal bone mineral loss during perimenopause—when estrogen levels are relatively high—was greater than that observed in postmenopausal women, despite the significantly lower estrogen concentration in the latter group [24]. Experimental evidence further complicates this relationship; using a genetically modified mouse model expressing human FSH, [25] demonstrated that increased FSH activity in vivo, via ovarian pathways, is associated with increased bone mass. This effect appears to be indirect, as increased bone mass has been observed even in the absence of a direct stimulatory effect of FSH on bone tissue. Furthermore, FSH-related bone changes have been linked to ovarian testosterone secretion, FSH-stimulated inhibitory factors that suppress FSH secretion from the pituitary gland, and immune cell changes occurring during perimenopause [25].</p>
      <p id="_paragraph-43">Estrogen is a very important hormone for bone health , Estradiol is a major estrogen receptor and a key female sex hormone. This hormone plays a crucial role in regulating bone metabolism. Primarily produced in the ovaries, its levels remain within the normal range during the premenopausal period and then gradually decline with age [26]. After menopause, estradiol levels drop sharply, and this decline is closely associated with decreased bone mineral density. The marked decrease in estradiol negatively impacts bone strength and increases the risk of osteoporosis [27].</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <caption>
          <title>
            <bold id="_bold-42">Table (1) : </bold>
            <bold id="_bold-43">Shows the comparison between</bold>
            <bold id="_bold-44">control (healthy) and osteoporosis women (Patients) </bold>
            <bold id="_bold-45">for thyroid hormones (TSH, T3), Estrogen (E2), follicle-stimulating hormone(FSH), Vitamin D, and Calcium (Ca) . </bold>
          </title>
          <p id="_paragraph-45"/>
        </caption>
        <table id="_table-1">
          <tbody>
            <tr id="table-row-89fde6b11d33a806eab0aae12dce4a4f">
              <td id="f84cea622cd7f1290c5e155bfcc57291">Groups</td>
              <td id="767affef30c52356100cffb0b5b53ccf">Healthy Control (N = 30)</td>
              <td id="304e1fcc788082e65f490eebb8b4f86d">Women Patients(N = 46)</td>
            </tr>
            <tr id="table-row-e0ca7257f891ba1e118e2fc1b37cd349">
              <td id="a68c47f0844b15360d02c1e852cac78f">Ca</td>
              <td id="738378d2878a674a2c7f9053750477cb">
                <bold id="_bold-46">8.90 ± </bold>
                <bold id="_bold-47">0.62 *</bold>
              </td>
              <td id="b23bdf1b6bfa0d97d743e52bf94b5b93">6.21 ± 0.63</td>
            </tr>
            <tr id="table-row-5cd185c7632c76b4eeb439731eab82db">
              <td id="44d307af6bcecbbc312200264e40103e">Vitamin D</td>
              <td id="4b7e02fe12693f360363d3bd25f865c4">
                <bold id="_bold-48">33.45±3.70</bold>
                <bold id="_bold-49">*</bold>
              </td>
              <td id="cf64e16f7ac3a4308173fcfe39205336">24.25±3.90</td>
            </tr>
            <tr id="table-row-d2c3c7f3d847e6c11608e3db964815a2">
              <td id="80254da35d60789efde8cc0a9e44fb65">E2 (µg/L)</td>
              <td id="3aa36b1f0dd7d16ddbdabdff30bc9848">
                <bold id="_bold-50">30.04</bold>
                <bold id="_bold-51">±</bold>
                <bold id="_bold-52">1.45</bold>
                <bold id="_bold-53">*</bold>
              </td>
              <td id="845054b12dd60fdcdf2fea235e4bef33">25.72 ±1.96</td>
            </tr>
            <tr id="table-row-f81f9f6f2ed8b591560b39ed867740c0">
              <td id="b76e4f7cb0cc8d9f1a3860bf759cfaba">FSH (mU/ml)</td>
              <td id="da5168d70fa15caa80fe94ba25dff9b2">
                <bold id="_bold-54">10.30</bold>
                <bold id="_bold-55">±</bold>
                <bold id="_bold-56">0.61</bold>
                <bold id="_bold-57">*</bold>
              </td>
              <td id="64aa035d171f7366f82b81f2f1dd0804">6.30 ± 0.72</td>
            </tr>
            <tr id="table-row-49f663bb61f7429f4d6b4de2033a743b">
              <td id="40aa2bebba235b3f8af24c095dbc58d2">TSH (U/ml)</td>
              <td id="17ebd208198e6aa534a199a87399a163">
                <bold id="_bold-58">3.3</bold>
                <bold id="_bold-59">1 </bold>
                <bold id="_bold-60">±</bold>
                <bold id="_bold-61">0.16</bold>
              </td>
              <td id="cdd9c7fa43baeeff4ea8f87020822c8c">2.20 ± 0.13 *</td>
            </tr>
            <tr id="table-row-8b91cf9d95b50a64ef403e792410653d">
              <td id="1bdcd904eae2fa01fd5087975f506f48">T4 (pg/ml)</td>
              <td id="baea087ecfe8109b5689f25438c7211e">34.2 ± 0.64</td>
              <td id="56f2ae7a7de0a8bc14911117334f64ee">51.80 ± 1.82*</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p id="_paragraph-46"> <bold id="_bold-62">A significant difference (P &lt; 0.05) was observed between the patient and </bold><bold id="_bold-63">healthy</bold><bold id="_bold-64"> groups.</bold></p>
      <fig id="figure-panel-87ea0a28768747c23a1ed103f01045a1">
        <label>Figure 1</label>
        <caption>
          <title>
            <bold id="_bold-65">Figure (</bold>
            <bold id="_bold-66">1</bold>
            <bold id="_bold-67">) : Shows the comparison between </bold>
            <bold id="_bold-68">control</bold>
            <bold id="_bold-69">(</bold>
            <bold id="_bold-70">healthy</bold>
            <bold id="_bold-71">) </bold>
            <bold id="_bold-72">and </bold>
            <bold id="_bold-73">osteoporosis women</bold>
            <bold id="_bold-74">(Patients) </bold>
            <bold id="_bold-75">for </bold>
            <bold id="_bold-76">Body Mass Index (BMI) . </bold>
          </title>
          <p id="paragraph-4a074a1f994a4221ce01d443ed4cb1db"/>
        </caption>
        <graphic id="graphic-eacb295ff41efff431b4f1d524c29678" mimetype="image" mime-subtype="png" xlink:href="322-01.png"/>
      </fig>
      <fig id="figure-panel-7318557e0e2f037d829d5ff1dfc653b0">
        <label>Figure 2</label>
        <caption>
          <title>
            <bold id="_bold-77">Figure (</bold>
            <bold id="_bold-78">2</bold>
            <bold id="_bold-79">) : Shows the comparison between </bold>
            <bold id="_bold-80">control</bold>
            <bold id="_bold-81">(</bold>
            <bold id="_bold-82">healthy</bold>
            <bold id="_bold-83">) </bold>
            <bold id="_bold-84">and </bold>
            <bold id="_bold-85">osteoporosis women</bold>
            <bold id="_bold-86">(Patients) </bold>
            <bold id="_bold-87">for Vitamin D, and Calcium (Ca) . </bold>
          </title>
          <p id="paragraph-3a30013843b3eccd78e1b4a51dfc69e9"/>
        </caption>
        <graphic id="graphic-abba572071c8904d0f6a83b39d81b9c6" mimetype="image" mime-subtype="png" xlink:href="322-02.png"/>
      </fig>
      <fig id="figure-panel-69de208545f16a7f348306069480828e">
        <label>Figure 3</label>
        <caption>
          <title>
            <bold id="_bold-88">Figure (</bold>
            <bold id="_bold-89">2</bold>
            <bold id="_bold-90">) : </bold>
            <bold id="_bold-91">Shows the comparison between control (healthy) and osteoporosis women (Patients) for</bold>
            <bold id="_bold-92">thyroid hormones (TSH, T3), Estrogen (E2), follicle-stimulating hormone(FSH),</bold>
            <bold id="_bold-93">Vitamin D, and Calcium (Ca) . </bold>
          </title>
          <p id="paragraph-c27a294abf112b4615aa3d09808ebc42"/>
        </caption>
        <graphic id="graphic-f0ebb6fcb024761e9b32ff9d740278f5" mimetype="image" mime-subtype="png" xlink:href="322-03.png"/>
      </fig>
    </sec>
    <sec id="heading-07a57d991ab5773e2c94e08939f79049">
      <title>
        <bold id="_bold-94">Conclusion:</bold>
      </title>
      <p id="_paragraph-51">This research concludes that osteoporosis in the context of thyroid hormonal imbalance is statistically correlated with a significant downregulation of bone-regulating markers. This includes a marked decrease in Vitamin D and calcium, as well as an observed reduction in systemic estrogen and FSH levels and thyroid hormones<bold id="_bold-95">.</bold></p>
    </sec>
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