This study was approved by the Medical Ethics Committee of Shaanxi Provincial Nuclear Industry 215 Hospital (Approval No. 2023-LC-011) and was conducted in accordance with the principles of the Declaration of Helsinki. Informed consent was obtained from all participants or their legal guardians prior to enrollment.
1. Patient details
A total of 64 patients (45 males, 19 females) diagnosed with lung cancer (LC) were enrolled between October 2023 and April 2024. Diagnosis and treatment adhered to the Clinical Diagnosis and Treatment Guidelines for Lung Cancer (Chinese Medical Association, 2023 Edition). Inclusion criteria were as follows: progressive dyspnea lasting more than 3 months, dry cough, restrictive lung function impairment with decreased diffusing capacity for carbon monoxide (DLCO), exertional arterial hypoxemia, and presence of inspiratory crackles upon auscultation. Exclusion criteria included a prior history of radiotherapy or chemotherapy, concurrent systemic diseases (e.g., hematologic, endocrine, hepatic, or renal conditions), pregnancy or lactation, and incomplete clinical documentation.
Fifteen patients (11 males, 4 females) with idiopathic pulmonary fibrosis (PF) were included during the same period. Patients with identifiable causes of interstitial lung disease-such as drug-induced fibrosis, occupational/environmental exposure, or autoimmune/connective tissue disorders, were excluded. Although the sample size for this group was limited due to the lower prevalence of PF in clinical practice, all eligible cases within the study period were included to maximize representativeness.
A total of 136 patients (76 males, 60 females) with pneumonia were recruited. Among them, 98 were diagnosed with community-acquired bacterial pneumonia, 28 with Mycoplasma pneumoniae pneumonia, and 10 with viral pneumonia, confirmed by microbiological and radiographic findings. Most cases were mild to moderate; patients requiring intensive care were excluded. Individuals with concurrent respiratory disorders, systemic infections, cardiopulmonary dysfunction, or other serious systemic conditions were also excluded.
2. Data collection
Sample preparation and measurement of MMP-1 and MMP-7
Venous blood samples (5 mL) were collected into heparin lithium-coated tubes under sterile conditions. Within 30 min of collection, plasma was separated by centrifugation at 3000 × g for 10 min at 4 °C. The supernatant was transferred to clean polypropylene tubes and stored at -20 °C, with no more than two freeze-thaw cycles allowed per sample.
Prior to analysis, samples were thawed at room temperature and gently mixed using a low-speed vortex for 10 s. If visible layering was present, additional vortexing was performed until the plasma appeared homogeneous. To ensure clarity, samples were re-centrifuged at 3000 × g for 5 min, and the resulting supernatant was used for measurement.
Quantification of MMP-1 and MMP-7 was performed using a fully automated chemiluminescence immunoassay analyzer (MAGLUMI X8, Snibe, Shenzhen, China). The instrument was operated in a two-step sandwich assay mode with a six-point calibration curve (logit-log fit). Each run included duplicate samples, automated 3-cycle washing, and reagent/sample volumes of 100 µL and 50 µL, respectively. Calibration was performed every 72 h, and results were considered valid only if internal quality controls (low, medium, high) fell within ±2 SD of the manufacturer's target ranges. All measurements were conducted in duplicate to ensure reproducibility.
Intra-assay and inter-assay coefficients of variation (CV) were 5.2% and 7.8% for MMP-1, and 4.6% and 6.5% for MMP-7, respectively, based on replicate QC measurements.
Although plasma is the preferred matrix in standard protocols, serum was used in this study due to practical constraints in sample handling. This substitution was consistently applied across all groups and accounted for in the interpretation. Any visibly hemolyzed or lipemic samples were excluded from analysis.
The positivity thresholds of 1.79 ng/mL for MMP-1 and 4.51 ng/mL for MMP-7 were not predefined by assay kits but were empirically derived in this study using ROC curve analysis and the maximum Youden index. These values should therefore be interpreted as cohort-specific and require validation in independent populations.
3. Statistical methods
Data normality was assessed using the Kolmogorov-Smirnov test, and homogeneity of variance was evaluated via Levene's test. For continuous variables, results were expressed as mean ± standard deviation or median (interquartile range), depending on data distribution. Two-group comparisons were performed using the Mann-Whitney U test, and multi-group comparisons using the Kruskal-Wallis H test.
4. Categorical data were analyzed using the chi-squared test
Correlation between age and MMP expression was assessed using Spearman's rank correlation coefficient. Age-adjusted comparisons between groups were additionally performed using analysis of covariance (ANCOVA) to control for confounding.
Diagnostic performance was evaluated by receiver operating characteristic (ROC) curve analysis, with optimal cut-off values determined using the maximum Youden index.
A two-tailed p-value of < 0.05 was considered statistically significant.