The research adhered to the ethical guidelines outlined in the World Medical Association's Declaration of Helsinki (Code of Ethics) for human experimentation. Ethical clearance (Approval No. Nan Bu Zhan Qu-LL-2020-047) was secured from the ethics committee of the general hospital of the southern theater command of the Chinese People's Liberation Army, and informed consent was obtained from all participating patients and their families.
Research object
This prospective study spanned four years and was conducted at the inpatient department and physical examination department of the general hospital of the southern theater under the purview of the Chinese People's Liberation Army. It focused on a cohort of postmenopausal women aged 45 to 70 years, using a rigorous cross-sectional design. Exclusion criteria encompassed conditions that potentially impact bone metabolism, including: a) immune system disorders such as ankylosing spondylitis, systemic lupus erythematosus, and rheumatoid arthritis; b) bone tuberculosis; c) disorders affecting adrenal function, severe hepatic or renal insufficiency; d) endocrine disturbances including parathyroid dysfunction, thyroid disorders, and diabetes; e) historical habits of smoking and alcohol consumption; and f) recent use (within the preceding 12 months) of medications with potential effects on bone metabolism, such as glucocorticoids, calcium preparations, vitamin D supplements, bisphosphonates, diuretics, anticonvulsants, and fluoride agents.
Following the diagnostic criteria set forth by the world health organization, the study enrolled a total of 345 subjects, segregated into three distinct cohorts based on bone health status: the control group (characterized by normal BMD, t-score ≥-1.0 SD, n = 99), the osteopenia group (-2.5 SD < t-score < -1.0 SD, n = 153), and the osteoporosis group (t-score ≤-2.5 SD or concurrent fragility fracture, n = 93).
Clinical samples
Patients diagnosed with osteoporosis in the clinical diagnosis of the General Hospital of the Southern Theater Command of the Chinese People's Liberation Army from September 2020 to June 2025, who must meet the following standards: patients with osteopenia and osteoporosis in accordance with the WHO diagnostic criteria; Naturally menopausal, naturally menopausal for ≥1 year, and patients with postmenopausal diseases; Age 45 years ≤ age < 70; Voluntary participation in the investigation. Those meeting all the above conditions can be included in the experimental cases. Normal bone mass group: Naturally menopausal, naturally menopausal for ≥1 year, and those with normal physical examination indicators (including bone density and hematological tests).
For clinical patients who meet the above criteria, patients with the following other diseases must be excluded. The exclusion criteria are as follows: Parathyroid dysfunction, thyroid diseases, diabetes, adrenal diseases, and severe liver and kidney dysfunction, history of malignant tumors, immune system diseases such as ankylosing spondylitis, systemic lupus erythematosus, and rheumatoid arthritis, premature ovarian failure syndrome and oophorectomy, spinal tuberculosis, joint tuberculosis, suppurative arthritis, osteolysis, etc. Patients who have taken drugs that affect bone metabolism (within the past 12 months), such as glucocorticoids, calcium drugs, vitamin D, bisphosphonate preparations, diuretics, anticonvulsants, fluoride, etc., can also be excluded. The presence of any one of the above conditions can lead to exclusion.
Data collection
Participant demographics, including age, years since menopause, height, and weight, were documented. The body mass index (BMI) was calculated using the formula
BMI = Weight (kg) / Height (m2).
Serum sample collection
Following an overnight fast, blood samples were obtained from all participants. Subsequently, serum was promptly separated by centrifugation at approximately 850 × g for 5 min, aliquoted, and stored at -80 °C for subsequent analysis.
Sample size calculation
A priori power analysis was performed using G*Power. Based on preliminary data showing mean serum IGF-1 levels of 89.46 ± 18.89, 72.52 ± 16.32, and 60.23 ± 15.63 ng/mL for the normal bone mass, osteopenia, and osteoporosis groups, respectively, the calculated effect size (Cohen's f) was 0.86. With α = 0.05 and power = 0.80 for a one-way ANOVA, a minimum of 9 participants per group (27 total) was required. To ensure robustness for our cross-sectional design-accounting for multivariable adjustment, subgroup analyses, and potential data issues-we targeted a larger sample. The final cohort included 345 postmenopausal women (99 with normal bone mass, 153 with osteopenia, 93 with osteoporosis), well exceeding the calculated requirement.
Clinical data assessment
Bone mineral density measurement
Bone mineral density (BMD) was assessed using a DEXA scan at the lumbar spine (L1-4), left femoral neck, and upper end of the femoral neck. Scans of the femoral neck and upper end were conducted with flexed knees, while the supine position was maintained during lumbar spine (L1-4) scans. Trained professionals from the nuclear medicine department of the general hospital of the Southern Theater Command of the Chinese People's Liberation Army administered all tests. Prior to each measurement, a quality control prosthesis scan was performed, ensuring rigorous standards were met before proceeding with participant scans. The coefficient of variation was recorded at 0.40%. BMD values were expressed in g/cm².
Serum indicator measurement
Serum indicator measurements were conducted at the laboratory department of the general hospital of the Southern Theater Command of the Chinese People's Liberation Army. The panel of assessed indicators primarily comprised GH, IGF-1, 25-hydroxyvitamin D [25(OH)D], β-collagen degradation products (β-CTX), total collagen type I amino-terminal propeptide (PⅠNP), parathyroid hormone (PTH), N-terminal osteocalcin (BGP), calcium (Ca), and estradiol (E2). The operations are carried out strictly in accordance with the kit instructions, and the process uses automated equipment from the laboratory department (GE). Timely recording of the assay outcomes following their analysis was ensured.
The experimental methodologies employed for the respective indicators were as follows: GH quantification was performed through luminol electrochemiluminescence immunoassay; IGF-1 levels were determined using enzyme-linked immunosorbent assay and chemiluminescence techniques. E2 levels were measured using a commercial immunoassay kit. Serum calcium measurements were performed using a colorimetric method on an automated biochemistry analyzer. The analysis of 25(OH)D, β-CTX, PⅠNP, PTH, and BGP was measured using electrochemiluminescence immunoassay (ECLIA) with commercial assay kits.
Instruments and reagents
The key commercial instruments, assay kits, and reagents used in this study are listed comprehensively in the Table of Materials.
Statistical analysis
Data analysis employed the SPSS 20.0 statistical software package and GraphPad Prism7. Results were presented as mean ± SE. Univariate analysis of variance (ANOVA), Pearson's correlation analysis, partial correlation analysis, and ROC analysis were appropriately applied. A significance level of P < 0.05 was adopted.