Serum BDNF, PD-1, MMP-9 in AECOPD: prognostic value and a dual-axis risk model.
[OBJECTIVES] To investigate longitudinal changes in neuroimmune biomarkers during acute exacerbations of chronic obstructive pulmonary disease (AECOPD), their modulation by standard therapy, and progn
APA
Liu S, Dong J, et al. (2026). Serum BDNF, PD-1, MMP-9 in AECOPD: prognostic value and a dual-axis risk model.. Biomarkers in medicine, 1-14. https://doi.org/10.1080/17520363.2026.2620351
MLA
Liu S, et al.. "Serum BDNF, PD-1, MMP-9 in AECOPD: prognostic value and a dual-axis risk model.." Biomarkers in medicine, 2026, pp. 1-14.
PMID
41641549
Abstract
[OBJECTIVES] To investigate longitudinal changes in neuroimmune biomarkers during acute exacerbations of chronic obstructive pulmonary disease (AECOPD), their modulation by standard therapy, and prognostic implications for 90-day outcomes.
[MATERIALS AND METHODS] In a prospective cohort, 266 hospitalized AECOPD patients were stratified into worsened ( = 53) and stable ( = 213) groups; 80 healthy individuals served as controls. Serum levels of BDNF, PD-1, MMP-9, and cytokines were assessed at admission (T1), pre-discharge (T2), and 90-day follow-up (T3). Mixed-effects models evaluated biomarker trajectories, while Cox regression examined correlations with clinical outcomes.
[RESULTS] Compared with controls, AECOPD patients exhibited higher IL-6, TNF-α, PD-1, and MMP-9, alongside reduced BDNF and IL-10. Stable patients demonstrated partial biomarker normalization, whereas worsened patients retained a pro-inflammatory profile. Corticosteroids and antibiotics attenuated cytokine elevations, and oxygen therapy facilitated BDNF recovery. Low BDNF and high MMP-9 predicted spirometric decline, while elevated PD-1 and MMP-9 were associated with increased 90-day readmission risk. A dual-axis model incorporating neurotrophic and immune exhaustion markers outperformed GOLD classification for risk prediction.
[CONCLUSIONS] Neuroimmune biomarkers capture recovery heterogeneity in AECOPD. The proposed dual-axis model improves prognostic accuracy and may inform personalized management strategies.
[MATERIALS AND METHODS] In a prospective cohort, 266 hospitalized AECOPD patients were stratified into worsened ( = 53) and stable ( = 213) groups; 80 healthy individuals served as controls. Serum levels of BDNF, PD-1, MMP-9, and cytokines were assessed at admission (T1), pre-discharge (T2), and 90-day follow-up (T3). Mixed-effects models evaluated biomarker trajectories, while Cox regression examined correlations with clinical outcomes.
[RESULTS] Compared with controls, AECOPD patients exhibited higher IL-6, TNF-α, PD-1, and MMP-9, alongside reduced BDNF and IL-10. Stable patients demonstrated partial biomarker normalization, whereas worsened patients retained a pro-inflammatory profile. Corticosteroids and antibiotics attenuated cytokine elevations, and oxygen therapy facilitated BDNF recovery. Low BDNF and high MMP-9 predicted spirometric decline, while elevated PD-1 and MMP-9 were associated with increased 90-day readmission risk. A dual-axis model incorporating neurotrophic and immune exhaustion markers outperformed GOLD classification for risk prediction.
[CONCLUSIONS] Neuroimmune biomarkers capture recovery heterogeneity in AECOPD. The proposed dual-axis model improves prognostic accuracy and may inform personalized management strategies.
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