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ISSN 1674-6902
CN 11-9295/R
CODEN XNKIAC
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   中华肺部疾病杂志(电子版)
   25 April 2026, Volume 19 Issue 02 Previous Issue   
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Original Article
Dynamic immunogenicity analysis of Pneumocystis jirovecii infection prediction in patients with advanced non-small cell lung cancer after immunotherapy
Wei Qiao, Qianxin Zhou, Yue Su, Yuan Ma, Sha Zhao
中华肺部疾病杂志(电子版). 2026, (02):  181-188.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.001
Abstract ( )   HTML ( )   PDF (3337KB) ( )   Save
Objective

To investigate the risk, risk factors, and dynamic changes in lymphocyte subsets and peripheral inflammatory cytokines of Pneumocystis jirovecii(PJ) infection in patients with advanced non-small cell lung cancer (NSCLC) receiving immune checkpoint inhibitors (ICIs) therapy.

Methods

This retrospective study included 34 patients with advanced NSCLC diagnosed with pulmonary PJ infection and treated with ICIs at our hospital between January 2019 and December 2024. Patients without pulmonary PJ infection during the same period served as the control group 47 patients. Peripheral blood mononuclear cells (PBMCs) were analyzed by cytometry by time-of-flight(CyTOF), including CD4+ and CD8+ T cell subsets and the expression of exhaustion markers T cell immunoglobulin and mucin domain-3 (TIM-3+ ), lymphocyte activation gene 3 (LAG-3+ ), and programmed death receptor 1 (PD-1+ ). Flow cytometry was used to detect peripheral blood T lymphocyte subsets at baseline (T0) and after one cycle of treatment (T1) in all subjects, and a series of serum cytokines were detected by enzyme-linked immunosorbent assay (ELISA).

Results

Compared with the control group, the observation group exhibited significantly higher white blood cell counts [(6.50±2.10) × 109/L vs. (5.21±1.14) ×109/L; t=3.249, P=0.002] and neutrophil-to-lymphocyte ratios (NLR) [(5.17±2.58) vs. (3.53±2.07); t=3.210, P=0.002]. Conversely, the observation group showed significantly lower lymphocyte counts [(1.28±0.56) ×109/L vs. (1.55±0.67)×109/L; t=-1.915, P=0.049], CD4+ T-cell counts [(420.54±102.65)×106/L vs. (552.76±120.23)×106/L; t=-5.170, P<0.001], and CD4+ /CD8+ T-cell ratios [(1.10±0.18) vs. (1.38±0.25); t=-5.910, P<0.001]. Multivariate analysis demonstrated that immunotherapy combined with chemotherapy (OR=1.910, P=0.011), negative PD-L1 expression (OR=2.333, P=0.033), NLR(OR=2.010, P=0.020), and a CD4+ /CD8+ T-cell ratio ≤1.0 (OR=2.578, P=0.036) were independent factors associated with an increased risk of pulmonary PJ infection. CyTOF analysis revealed that the relative abundances of exhausted CD8+ T cells and total CD8+ T cells in the control group were significantly higher than those in the observation group (Z-score difference of approximately 1.5~2.0), accompanied by the upregulated expression of CD366 (TIM-3), CD223 (LAG-3), and CD279 (PD-1) (Log2FC>1.0, P<0.1). Flow cytometry analysis demonstrated that PD-1+ CD8+ T-cell counts in the observation group significantly increased at T1 compared with T0 [(298.50±48.25)/μl vs. (418.29±67.43)/μl; t=-2.621, P=0.013]. Conversely, in the control group, significant decreases from T0 to T1 were observed in both LAG-3+ CD4+ T-cell counts [(685.50±104.83)/μl vs. (229.35±34.26)/μl; t=2.825, P=0.007] and PD-1+ CD8+ T-cell counts [(383.21±41.65)/μl vs. (108.21±37.43)/μl; t=2.083, P=0.043]. Analysis of cytokine levels revealed significant upward trends at T1 compared with T0 for serum interleukin-2 (IL-2) [(45.23±15.01) pg/ml vs. (135.12±20.21)pg/ml; t=-2.698, P=0.045], tumor necrosis factor-α(TNF-α) [(60.56±9.18) pg/ml vs. (186.25±53.47) pg/ml; t=-3.240, P=0.021], and interferon-γ(IFN-γ) [(50.56±10.34) pg/ml vs. (201.23±20.56) pg/ml; t=-3.274, P=0.019]. The fold changes (T1/T0) of these cytokines in the control group were significantly higher than those in the observation group. In contrast, interleukin-6 (IL-6) levels exhibited a downward trend, with a significantly smaller fold change observed in the control group compared with the observation group. With a median follow-up of 7.79 months, the median survival time of the observation group was significantly shorter than that of the control group (7.23 months vs. 14.12 months; P=0.047).

Conclusion

Reducing the number of exhausted T cells and increasing TNF-α may be potential mechanisms by which ICIs decreases susceptibility to pulmonary PJ infection. Exhausted T cells have potential predictive value for the risk of pulmonary PJ infection in patients with advanced NSCLC.

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Pattern of failure analysis in ALK-positive non-small cell lung cancer patients treated with targeted therapy
Mengyi Shen, Jiayan Chen, Yueying Chen, Zhen Wang, Chunwei Xu, Dong Wang, Tangfeng Lyu
中华肺部疾病杂志(电子版). 2026, (02):  189-196.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.002
Abstract ( )   HTML ( )   PDF (3313KB) ( )   Save
Objective

To investigate the impact of distinct clinical progression patterns on progression-free survival (PFS) in patients with anaplastic lymphoma kinase (ALK) fusion gene-positive non-small cell lung cancer (NSCLC) following treatment with first-generation, first-line and sequential second-line second-generation ALK tyrosine kinase inhibitors (ALK-TKIs), to analyze whether baseline patient characteristics can predict progression patterns, and to evaluate survival differences among various treatment strategies after second-generation ALK-TKI resistance.

Methods

A retrospective analysis was conducted on ALK-positive advanced NSCLC patients who experienced disease progression after ALK-TKI therapy between January 1, 2017, and September 30, 2025, across four centers (Eastern Theater Command General Hospital, Hunan Cancer Hospital, Shanxi Bethune Hospital, and Nanjing Chest Hospital). Patients were divided into first-generation ALK-TKI resistance cohort and second-generation ALK-TKI resistance cohort based on the targeted agent and treatment line at the time of drug resistance. The second-generation ALK-TKI resistance cohort included two subgroups: patients progressed after first-line second-generation ALK-TKI treatment, and patients progressed after sequential second-generation ALK-TKI treatment (second-line) following first-generation ALK-TKI. Progression patterns (oligoprogression vs. systemic progression; primary site progression vs. distant site progression) were assessed according to RECIST 1.1 criteria. Kaplan-Meier method was used for PFS analysis, and Firth regression was applied to identify predictive factors for systemic progression after second-generation ALK-TKI resistance.

Results

The first- and second-generation TKI resistance cohorts included 53 and 56 patients, respectively. The median PFS for patients with oligoprogression after second-generation TKI resistance (17.7 months; 95%CI: 12.5~22.8 months) was significantly longer than for those with systemic progression (9.0 months; 95%CI: 4.5~13.5 months, P<0.001). Subgroup analysis showed that patients with oligoprogression had significantly better PFS than those with systemic progression, regardless of first-line or sequential second-line second-generation TKI treatment (all P<0.05). Patients presenting with oligometastatic disease before second-generation TKI treatment were less likely to develop systemic progression (OR=0.18, 95%CI: 0.03~0.87, P=0.033). After second-generation TKI resistance, no significant difference in PFS was observed among patients who continued the original drug, switched to another second-generation TKI, or initiated a third-generation TKI (P=0.979).

Conclusions

After second generation ALK-TKI resistance, oligoprogression pattern is associated with longer PFS regardless of treatment line, and pre-treatment metastatic status may serve as an independent predictor for the progression pattern. No significant difference in efficacy was found among different subsequent TKI strategies following second-generation TKI resistance, and this result is only an exploratory analysis, which needs to be further verified by prospective studies

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Comprehensive analysis of STE20 family gene expression, immune infiltration, prognosis, and partial experimental validation in 559 patients of pulmonary squamous cell carcinoma
Ting Yuan, Tingting Chen, Yang Mao, Wenjing Wang, Defeng Li
中华肺部疾病杂志(电子版). 2026, (02):  197-204.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.003
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Objective

To investigate the expression characteristics and clinical significance of STE20 family genes in lung squamous cell carcinoma (LUSC), and to explore their association with immune infiltration and their potential as prognostic biomarkers and therapeutic targets.

Methods

Transcriptomic data from TCGA, GTEx, and GEO databases (GSE229509, GSE268175) comprising 85 normal lung tissues and 559 LUSC tissues were integrated to analyze the differential expression of STE20 family members. ESTIMATE and TIMER databases were used to evaluate the correlation between STE20s and immune cell infiltration. LASSO regression was employed to construct a prognostic risk model, and random forest model was used to assess the prognostic value of MST4. GO and KEGG enrichment analyses were performed to explore the potential functions of MST4. qRT-PCR and Western blotting were used to validate the expression of key genes in LUSC cell lines (NCIH520, H-1703, SK MES 1).

Results

Among STE20 family members, SPAK, PAK1, PAK6, and MST4 were significantly upregulated in LUSC tissues (P<0.05), while MST1, OSR1, TAO2, MINK, TNIK, and LOK were significantly downregulated (P<0.05). Immune infiltration analysis revealed that MST3, MYO3B, and TNIK were positively correlated with immune scores, whereas MST1, MST4, PAK1, and PAK6 were negatively correlated. TIMER analysis showed that MST4 expression was significantly negatively correlated with infiltration of CD8+ T cells (r=-0.23, P<0.001), CD4+ T cells (r=-0.19, P<0.01), and macrophages (r=-0.21, P<0.001). LASSO regression identified five prognosis-related genes (PAK1, PAK6, MST1, OSR1, MST4). The risk score model indicated that the high-risk group had significantly shorter overall survival than the low-risk group (HR=2.34, 95%CI: 1.78~3.08, P<0.001). The random forest model predicting 1-, 3-, and 5-year survival achieved AUC values of 0.71, 0.75, and 0.75, respectively. High MST4 expression was associated with poor prognosis (HR=1.89, 95%CI: 1.42~2.51, P<0.001). GO/KEGG enrichment analysis revealed that MST4 is involved in cell cycle, ECM-receptor interaction, and EMT-related pathways. qRT-PCR and Western blotting confirmed that mRNA and protein levels of PAK1, PAK6, and MST4 were significantly higher in LUSC cell lines than in normal lung epithelial cells (BEAS-2B) (P<0.01), while MST1 and OSR1 were significantly lower (P<0.01).

Conclusion

STE20 family genes are aberrantly expressed in LUSC and are closely associated with immune infiltration and prognosis. MST4, as a key member, may promote LUSC progression by regulating cell cycle and ECM remodeling, highlighting its potential as a prognostic biomarker and therapeutic target.

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Feasibility and influencing factors analysis of electromagnetic navigation bronchoscopy guided methylene blue preoperative localization of pulmonary nodules
Kai Wang, Qingquan Ren, Qiang Cao, Qiang Liu, Shuai Yang, Jia Wang
中华肺部疾病杂志(电子版). 2026, (02):  205-211.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.004
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Objective

To analyze the effectiveness and safety of electromagnetic navigation bronchoscopy (ENB)-guided methylene blue localization in thoracoscopic surgery for pulmonary nodules, compare it with computed tomography (CT)-guided percutaneous localization, and explore its clinical feasibility and influencing factors.

Methods

A retrospective study was conducted on 248 patients who underwent pulmonary nodule localization and video-assisted thoracoscopic surgery at our hospital from October 2022 to October 2024. Propensity score matching at a 1︰1 ratio resulted in 124 cases in the ENB localization group and 124 cases in the CT localization group. Localization time, localization success rate, and complications were recorded. LASSO regression and logistic regression were used to analyze factors affecting ENB localization time.

Results

The proportion of solid nodules (12.10% vs. 4.03%, P=0.048) and the proportion of bronchus sign (15.32% vs. 7.26%, P=0.045) were higher in the ENB localization group than in the CT localization group. Localization time (15.00 min vs. 16.15 min, P=0.086) and thoracoscopic surgery time (81.50 min vs. 90.00 min, P=0.068) were lower in the ENB localization group compared to the CT localization group (P>0.05). Successful localization of pulmonary nodules was achieved in 122 cases (98.39%) in the ENB localization group, which was higher than the 121 cases (97.58%) in the CT localization group (P=0.651). The rates of hemopneumothorax (0.00% vs. 4.84%, P=0.013) and overall complications (4.84% vs. 17.74%, P=0.001) were lower in the ENB localization group than in the CT localization group. In the ENB localization group, there were 6 cases (4.84%) of complications, with no cases of hemopneumothorax or hemoptysis. Multivariate logistic regression analysis showed that pulmonary nodule location (OR=4.084, P=0.005), pulmonary nodule diameter (OR=2.452, P=0.032), and operator experience (OR=3.227, P=0.005) were risk factors affecting ENB localization time.

Conclusion

ENB-guided methylene blue localization has a success rate comparable to CT-guided localization, with a lower risk of complications. Clinical optimization of ENB localization outcomes should consider pulmonary nodule location, pulmonary nodule diameter, and operator experience.

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Sequential roles of innate immune aerocytes and proliferative capillary in maintaining the alveolar-capillary barrier during acute lung injury
Heng You, Ran Wang, Quan Li, Jiayu Li, Nanbo Wang, Chuangye Wang, Zhi Xu
中华肺部疾病杂志(电子版). 2026, (02):  212-220.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.005
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Objective

To construct a single-cell dynamic atlas of pulmonary microvascular endothelial cells (PMVECs) in acute lung injury (ALI) by analyzing single-cell RNA sequencing (scRNA-seq) data, and to decipher cellular heterogeneity and communication characteristics during the injury progression.

Methods

The single-cell RNA sequencing dataset (GSE148499) was retrieved from the Gene Expression Omnibus (GEO) database. Quality control, dimensionality reduction, clustering, and cell annotation were performed using the Seurat package. Differential gene enrichment analysis was conducted through Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG). Pseudotemporal trajectory inference and intercellular communication analysis were carried out using the Monocle3 and CellChat packages, respectively. Validation was performed using the GSE207651 dataset and in vitro cellular experiments.

Results

PMVECs were classified into five functional subpopulations, among which innate immune aerocytes (IIAerocytes) and proliferative capillary(PCap) were identified as key regulatory subpopulations. During the early phase of ALI (6 h~24 h), IIAerocytes highly expressing Car4, Prx, Sox9, and Ptgse rapidly expanded, reaching peak abundance on day 1 (13.4% of total cells). This subpopulation exhibited 338 differentially expressed genes (adj. P<0.05, |log2FC|>1), significantly enriched in pathways associated with innate immune activation and pathogen response. Functionally, IIAerocytes may enhance endothelial junctions through ESAM signaling, thereby regulating inflammatory responses and vascular permeability. Entering the repair phase of ALI (3 d), PCap highly expressing Gpihbp1, Tm4sf1, Cdk1, E2f1, and Cdk4 dramatically expanded to 32.7% of total cells. This subpopulation exhibited 441 differentially expressed genes (adj. P<0.05, |log2FC|>1), significantly enriched in cell cycle and DNA repair pathways. Pseudotime analysis revealed that IIAerocytes originated from the differentiation trajectory of Aerocytes, whereas PCap derived from GCap. In a sepsis model, a similar IIAerocyte subpopulation (highly expressing Car4, Prx, Ltbp2, and Higd1b) was also identified; however, its functions were more concentrated on chemokine signaling, leukocyte migration regulation, and neutrophil recruitment. In vitro LPS stimulation experiments demonstrated that Cdk4 protein expression in human PMVECs peaked on day 1 post-stimulation (P<0.0001), while E2f1 peaked on day 2 (P<0.0001). Immunofluorescence staining results were highly consistent with Western blot analysis trends, with intracellular fluorescence intensities of Cdk4 and E2f1 reaching peaks on day 1 and day 2 post-stimulation, respectively (P<0.0001), consistent with the temporal expression characteristics of PCap proliferative markers.

Conclusions

Based on scRNA-seq, this study reveals that PMVECs undergo a functional transition from pro-inflammatory to pro-angiogenic phenotypes during ALI, providing novel insights into the pathological mechanisms and targeted therapeutic interventions for ALI.

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Analysis of clinical characteristics and prognosis in 75 patients with acute respiratory distress syndrome
Zhixin Gan, Yongjun Hu, Qian Yang, Mingdong Hu
中华肺部疾病杂志(电子版). 2026, (02):  221-226.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.006
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Objective

To analyze the clinical characteristics and prognosis of patients with acute respiratory distress syndrome (ARDS).

Methods

The clinical data of 75 patients with ARDS admitted to the Second Affiliated Hospital of Army Medical University from December 2020 to January 2024 were retrospectively collected. They were grouped according to prognosis. 41 cases survived as the control group and 34 cases died as the observation group. Compare the basic information, laboratory indicators, lung injury prediction score (LIPS) and acute physiology and chronic health evaluation Ⅱ(APACHE Ⅱ)of the two groups. Logistic regression was used to analyze the prognostic risk factors of ARDS, and the prognosis of ARDS was predicted by the receiver operating characteristic (ROC) curve.

Results

Among 75 patients with ARDS, severe pulmonary infection in 46 cases (61.33%), severe acute pancreatitis in 19 cases (25.33%), sepsis in 5 cases (6.67%), and severe trauma in 5 cases (6.67%). Forty-one cases (54.67%) survived and 34 cases (45.33%) died. The age of the observation group was (63.06±13.52) years old, and APACHE The Ⅱ score (14.82±5.83) points, LIPS score (6.28±1.72) points, and oxygenation index (145.76±72.24) were statistically different from those of the control group (54.20±13.59) years old, (7.22±3.24) points, (4.63±1.36)points, and (205.27±61.30) (P<,0.05). Logistic regression analysis showed that age (OR: 1.080, 95%CI: 1.011~1.153), LIPS score (OR: 2.245, 95%CI: 1.252~4.027), APACHE Ⅱ score (OR: 1.263, 95%CI: 1.067~1.496) and oxygenation index (OR: 0.988, 95%CI: 0.977~1.000) were risk factors for the prognosis of ARDS. the area under the ROC curve (AUC) showed that the AUC of the APACHE Ⅱ score combined with the oxygenation index was 0.888, the Youden index was 0.707, the sensitivity was 0.853, and the specificity was 0.854.

Conclusion

The APACHE Ⅱ score combined with the oxygenation index can predict the prognosis of ARDS patients, which is helpful for the early identification of high-risk patients and provides a basis for targeted intervention.

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Correlation between D-dimer-to-albumin ratio, chest CT indicators and pulmonary function in 83 patients with acute exacerbation of chronic obstructive pulmonary disease
Xufeng Zheng, Fagui Chen, Yongbin Gao, Jinzhen Zheng, Ciyan Zhu, Qingwu Zhang, Daiying Lin
中华肺部疾病杂志(电子版). 2026, (02):  227-233.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.007
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Objective

To investigate the relationship between the D-dimer to albumin ratio (DAR), chest computed tomography (CT) parameters, and pulmonary function in acute exacerbation of chronic obstructive pulmonary disease (AECOPD).

Methods

A retrospective analysis was conducted on 83 patients with AECOPD (observation group) and 82 patients with COPD (control group) admitted to our hospital from March 2019 to December 2024. Pulmonary function, DAR, and CT parameters were compared between the two groups. Spearman′s rank correlation analysis was used to evaluate the relationships among DAR, chest CT parameters, and pulmonary function.

Results

The DAR in the observation group was significantly higher than that in the control group [17.90 (12.17, 38.93) vs. 8.39 (6.27, 13.73), P<0.001]. The area under the receiver operating characteristic (ROC) curve (AUC) for DAR in diagnosing AECOPD was 0.827, which was higher than that of C-reactive protein (AUC 0.803), neutrophil count (AUC 0.647), lymphocyte count (AUC 0.639), and monocyte count (AUC 0.637). The lung volume in the observation group was significantly lower than that in the control group [(3.58±0.93)L vs. (4.77±1.14)L, t=7.351, P<0.001], while the emphysema index (EI) [19.36(10.62, 30.46)% vs. 6.03(3.83, 12.08)%, Z=-6.965, P<0.001] and air trapping index (ATI) [0.97±0.02 vs. 0.91±0.02, t=19.270, P<0.001] were significantly higher. The forced expiratory volume in one second (FEV1) [53.00 (42.00, 69.00)% vs. 62.50 (50.00, 74.00)%, Z=-2.259, P=0.024], FEV1/forced vital capacity (FVC) [58.22 (51.87, 65.48)% vs. 63.71 (55.23, 68.77)%, Z=-2.720, P=0.007], maximum mid-expiratory flow (MMEF) [25.00 (15.25, 34.50)% vs. 29.55 (21.05, 41.00)%, Z=-2.030, P=0.042], and carbon monoxide diffusing capacity (DLCO) [63.00 (45.50, 77.50)% vs. 75.00 (55.25, 89.00)%, Z=-3.222, P=0.001] were significantly lower in the observation group compared to the control group (P<0.05). Spearman′s rank correlation and multiple linear regression analyses showed that DAR was negatively correlated with FEV1 (Rho=-0.287, P<0.001), FEV1/FVC (Rho=-0.264, P<0.001), and MMEF (Rho=-0.267, P<0.001). Lung volume was positively correlated with FEV1(Rho=0.336, P<0.001), FEV1/FVC (Rho=0.281, P<0.001), MMEF (Rho=0.215, P=0.001), and DLCO (Rho=0.195, P=0.011). ATI was negatively correlated with FEV1 (Rho=-0.311, P<0.001), FEV1/FVC (Rho=-0.309, P<0.001), MMEF (Rho=-0.286, P<0.001), and DLCO (Rho=-0.299, P<0.001). EI was negatively correlated with FEV1 (Rho=-0.281, P<0.001), FEV1/FVC (Rho=-0.289, P<0.001), and DLCO (Rho=-0.162, P=0.038). The AUC of DAR for predicting readmission or death in AECOPD was 0.783 (95%CI: 0.575~0.992), with an optimal cutoff value of 16.448. Kaplan-Meier survival curve analysis showed that the event-free survival rate of AECOPD patients with DAR<16.448 (n=18) was significantly higher than that of patients with DAR ≥16.448(n=19) (88.89% vs. 47.37%, χ2=6.973, P=0.008).

Conclusion

DAR, lung volume, EI, and ATI in AECOPD patients are correlated with pulmonary function parameters.

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Clinical efficacy analysis of noninvasive positive pressure ventilation in the treatment of acute exacerbation of 138 patients of chronic obstructive pulmonary disease combined with obstructive sleep apnea
Caicai Wang, Lijing Cui, Yuan Wang, Yuehuan Sun, Shaoqing Xu, Liang Wang
中华肺部疾病杂志(电子版). 2026, (02):  234-239.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.008
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Objective

To investigate the factors influencing the efficacy of non-invasive positive pressure ventilation (NIPPV) in patients with acute exacerbation of chronic obstructive pulmonary disease (AECOPD) combined with obstructive sleep apnea (OSA), and to evaluate the clinical value of different nocturnal ventilation strategies.

Methods

A retrospective analysis was conducted on 138 patients with AECOPD complicated by OSA admitted to our hospital from April 2022 to December 2025. Based on the therapeutic effect of NIPPV during hospitalization, patients were divided into two groups: 93 cases in the observation group (effective treatment) and 45 cases in the control group (ineffective treatment). General data, arterial blood gas parameters, sleep monitoring data, and ventilation parameters were collected from both groups. Univariate and multivariate logistic regression analyses were used to identify factors influencing the therapeutic effect.

Results

Univariate analysis showed that body mass index (BMI), arterial partial pressure of carbon dioxide (PaCO2), positive end-expiratory pressure (PEEP), NIPPV initiation delay time, nocturnal ventilation strategy, apnea-hypopnea index (AHI), and minimum pulse oxygen saturation (miniSpO2) were associated with the efficacy of NIPPV (P<0.05). Multivariate logistic regression analysis revealed that BMI (OR=0.87, P=0.024), PaCO2 (OR=0.94, P=0.006), and AHI (OR=0.91, P=0.005) were negative predictors; whereas ΔPEEP increment (OR=1.88, P=0.004), shorter NIPPV delay time (OR=0.78, P=0.019), active nocturnal PEEP up-titration (OR=4.26, P=0.002), and higher miniSpO2 (OR=1.12, P=0.009) were protective factors. The area under the receiver operating characteristic (ROC) curve (AUC) was 0.839.

Conclusion

High BMI, PaCO2, and AHI, moderate nocturnal increase in PEEP, early initiation of NIPPV, and high oxygen saturation can improve the therapeutic effect of NIPPV in patients with AECOPD combined with OSA. Optimizing ventilation parameters and intervention timing has clinical significance for enhancing ventilation efficiency and sleep quality in these patients.

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Development of a CT-based quantitative model assessing major thoracic anatomic unit features to predict 5-year all-cause mortality in chronic obstructive pulmonary disease
Yan Wang, Kaiyuan Feng, Xinyu Yang, Xin Li, Fang Wang, Baoman Hu, Guoqiang Cao, Li Li
中华肺部疾病杂志(电子版). 2026, (02):  240-246.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.009
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Objective

To establish a 5-year all-cause mortality risk predicting model for patients with chronic obstructive pulmonary disease (COPD) based on quantitative CT assessment of imaging features across six major thoracic anatomic units, thereby informing precision diagnosis and treatment.

Methods

A total of 733 COPD patients who were hospitalized in our department for the first time from December 2012 to September 2023 were selected. Clinical data were collected. Chest CT was used to quantify imaging features across six thoracic anatomic units, and the six-feature model (with a total score of 0~10 points) was established. Discrimination was evaluated using the receiver operating characteristic (ROC) curve. Unsupervised K-Means clustering was used to stratify patients by model scores, and Kaplan-Meier survival analysis assessed 5-year all-cause mortality.

Results

Among 733 COPD patients, 575 were male (78.44%) and 158 were female (21.56%), aged from 41 to 93 years, with a median age of 73 (65, 80) years. With the first admission as the baseline, a total of 278 patients (37.93%) died before the 5-year follow-up point. Comparisons of quantified features of thoracic anatomic units revealed statistically significant differences between non-survivors and survivors (P<0.05): pulmonary artery diameter [30.10 (26.72, 33.36) vs. 28.00 (24.90, 31.77)mm], modified Reiff score [1(0, 3) vs. 0(0, 2)], Weston score [3(0, 7) vs. 0(0, 3)], erector spinae muscle density [30.80(20.07, 37.92) vs. 35.22(28.72, 41.94)HU], visual score of emphysema [(2.91±0.37) vs. (2.56±0.86)], average density of the 4th, 7th, and 10th thoracic vertebrae [121.39(94.65, 150.56) vs. 132.42(105.55, 163.15)HU], patient proportion coexisting thoracic vertebral fracture [57(20.50%) vs. 67(14.73%)], and the six-feature model score [6(5, 7) vs. 5(4, 6)]. The area under the ROC curve (AUC value) of the six-feature model for predicting 5-year all-cause mortality risk in COPD patients was 0.70. K-Means clustering analysis separated patients into four score groups, and Kaplan-Meier curves indicated that the higher score, the higher 5-year all-cause mortality risk of COPD patients. The 5-year all-cause mortality of patients at the high score group (with a score of 8 to 10) reached 65%.

Conclusion

Quantitative CT assessment of imaging features across six major thoracic anatomic units enables effective prediction of 5-year all-cause mortality in COPD. The six-feature model can effectively predict the 5-year all-cause mortality risk of COPD patients, which may facilitate early identification of patients at high risk of death, supporting precision management in COPD.

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Research on the use of rhubarb as an adjuvant therapy for multiple injuries induced acute lung injury
Qin Yin, Yuhan Yan, Wei Yao, ChengWen Xu, Xiaolong Dai, Hao Yang, ChunWei Xu, Dong Wang, Ming Yuan, ZhenYu Liu
中华肺部疾病杂志(电子版). 2026, (02):  247-252.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.010
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Objective

To investigate the clinical efficacy of adjuvant therapy with rhubarb in patients with secondary acute lung injury (ALI) after multiple trauma, and its effects on inflammatory factors and oxidative stress indicators.

Methods

A total of 89 patients with secondary ALI after multiple trauma admitted to our hospital from June 2022 to June 2024 were enrolled and divided into a control group 37 cases and an observation group 52 cases. The control group received conventional treatment, while the observation group received rhubarb decoction in addition to conventional treatment. Respiratory function indicators [partial pressure of oxygen in arterial blood (PaO2)/ fraction of inspired oxygen (FiO2), maximal mid-expiratory flow (MMEF), forced vital capacity (FVC), forced expiratory volume in 1 second (FEV1)], inflammatory factors [tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6)], oxidative stress indicators [superoxide dismutase (SOD), nitric oxide (NO)], as well as ICU stay, total hospital stay, and survival status were compared between the two groups before and after treatment.

Results

After treatment, the observation group showed significantly higher values of PaO2/FiO2 (375.78±84.59 mmHg), MMEF (2.32±0.57 L/s), FVC (3.69±0.42 L), and FEV1 (76.23±8.33%) than the control group [PaO2/FiO2 (323.45±73.45 mmHg), MMEF (1.85±0.42 L/s), FVC (3.16±0.38 L), FEV1 (70.48±9.47%)] (all P<0.05). After treatment, serum levels of TNF-α (21.36±6.91 ng/L), IL-6 (39.52±9.36 ng/L), and NO (22.01±6.08 μmol/L) in the observation group were significantly lower than those in the control group [TNF-α(34.66±8.06 ng/L), IL-6 (60.60±10.03 ng/L), NO (30.12±8.12 μmol/L)] (all P<0.05); the SOD level in the observation group (142.33±36.06 mU/L) was higher than that in the control group (125.02±33.23 mU/L) (P<0.05). The observation group had shorter ICU stay (9.02±3.26 d) and total hospital stay (17.02±6.14 d) than the control group (11.21±4.36 d and 20.16±8.33 d, respectively) (both P<0.05). During hospitalization, 43 patients (82.69%) survived and 9 (17.31%) died in the observation group, compared with 26 survivors (70.27%) and 11 deaths (29.73%) in the control group (P>0.05).

Conclusion

Adjuvant therapy with rhubarb can improve pulmonary ventilation and oxygenation function, reduce inflammatory factor levels, enhance antioxidant capacity, and shorten hospital stay in patients with secondary ALI after multiple trauma.

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Study on Krebs von den lungen-6 and surfactant protein-D in predicting the occurrence and severity of connective tissue disease-related interstitial lung disease in 221 patients
Ping Yao, Xiang Gu, Jing Han, Miaomiao Yang, Xin Shen, Jian Sun, Xiaoyan Qi
中华肺部疾病杂志(电子版). 2026, (02):  253-261.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.011
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Objective

To analyze the relationship between serum levels of glycan antigen 6 (KL-6) and pulmonary surfactant protein D (SP-D) in patients with connective tissue disease-related interstitial lung disease (CTD-ILD) and the diagnosis and severity of chest high-resolution computed tomography (HRCT), in order to investigate their clinical significance.

Methods

A total of 221 patients with CTD admitted to our hospital from January 2022 to December 2025 were retrospectively enrolled, comprising 81 patients with CTD-ILD and 140 patients with CTD alone. Based on whether they had received anti-CTD medication within the preceding 3 months, the patients were stratified into the following subgroups: the untreated CTD-ILD group 39 cases and the treated CTD-ILD group 42 cases; the untreated CTD group 70 cases and the treated CTD group 70 cases. Enzyme linked immunosorbent assay was used to measure serum KL-6 and SP-D levels. The diagnostic efficacy of serum KL-6 and SP-D were evaluated to predict CTD-ILD using binary logistic regression and receiver operating characteristic (ROC) curves. Spearman correlation analysis was used to explore the relationship between KL-6, SP-D and pulmonary function and HRCT scores.

Results

Compared with the CTD group, the serum levels of KL-6 [855.39 (419.03, 1 281.28) U/ml vs. 182.71 (138.83, 231.68)U/ml], SP-D[64.56(61.10, 68.36) ng/ml vs. 49.27 (46.94, 52.50)ng/ml], and red blood cell distribution width-standard deviation (RDW-SD) [48.30(45.00, 51.40) fL vs. 44.40 (42.00, 48.10) fL] were significantly higher in the CTD-ILD group (P<0.05). Multivariate logistic regression analysis demonstrated that SP-D (OR=1.085, P<0.001), KL-6 (OR=1.009, P<0.001), and RDW-SD (OR=1.061, P=0.014) were independent risk factors for the development of CTD-ILD. ROC curve analysis indicated that the combination of KL-6, SP-D, and RDW-SD yielded the optimal predictive performance for CTD-ILD. The areas under the curve in the untreated and treated groups were 0.975 and 0.951, respectively, with corresponding sensitivity and specificity reaching 100.00% and 94.31% in the untreated group, and 76.89% and 95.12% in the treated group. Spearman correlation analysis showed that in both treated and untreated CTD-ILD patients, KL-6 and SP-D were significantly negatively correlated with pulmonary function parameters (r=-0.618~-0.278, P<0.05), and positively correlated with HRCT scores (untreated group: r=0.356 and 0.478; treated group: r=0.331 and 0.412; all P<0.05).

Conclusion

KL-6 and SP-D could be more promising biomarkers for diagnosing CTD-ILD and assessing its severity, and their diagnostic value is not affected by CTD disease subtypes and drug interference.

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Study on the clinical effect of butorphanol combined with remimazolam on single-port thoracoscopic lobectomy in patients with non-small cell lung cancer
Yajun Ji, Lihua Yan, Geng Zhang, Wenbo Sun, Lina Yang
中华肺部疾病杂志(电子版). 2026, (02):  262-268.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.012
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Objective

To investigate the clinical efficacy of butorphanol combined with remimazolam in single-port thoracoscopic lobectomy for non-small cell lung cancer (NSCLC).

Methods

A total of 78 patients with NSCLC undergoing lobectomy in our hospital from July 2020 to December 2024 were selected and divided into a control group 41 cases and an observation group 37 cases according to different anesthesia protocols. All patients received an intravenous bolus of butorphanol 30 μg/kg 15 minutes before anesthesia induction. For induction, the control group received intravenous propofol 1.5~2.5 mg/kg, sufentanil 0.2~0.4 μg/kg, and cisatracurium 0.15~0.2 mg/kg; the observation group received intravenous remimazolam 0.2~0.3 mg/kg, sufentanil 0.2~0.4 μg/kg, and cisatracurium 0.15~0.2 mg/kg. For anesthesia maintenance, the control group received continuous intravenous infusion of propofol 5~10 mg/kg/h and remifentanil 0.05~0.2 μg/kg/min, combined with inhalation of 1.7%~2.5% sevoflurane and intermittent intravenous boluses of cisatracurium 0.06~0.12 mg/kg for muscle relaxation. The observation group received continuous intravenous infusion of remimazolam 0.4~1.2 mg/kg/h and remifentanil 0.05~0.2 μg/kg/min, combined with inhalation of 1.7%~2.5% sevoflurane and intermittent intravenous boluses of cisatracurium 0.06~0.12 mg/kg. Surgical parameters, hemodynamics, respiratory function recovery, postoperative analgesia, serum biomarkers, and postoperative complications were compared between the two groups.

Results

The intraoperative remifentanil consumption in the observation group [(1 729.81±181.22) μg vs. (1 854.43±198.95) μg] was lower than that in the control group (P<0.05). At 5 minutes after tracheal intubation (T1), heart rate (HR) [(75.28±6.76) beats/min vs. (69.36±7.38) beats/min] and mean arterial pressure (MAP) [(75.16±6.42) mmHg vs. (69.97±6.68) mmHg] were higher in the observation group than in the control group (P<0.05). At 60 minutes after one-lung ventilation (T2), HR[(75.34±6.87) beats/min vs. (72.49±7.22) beats/min] and MAP [(76.28±6.06) mmHg vs. (73.23±6.03) mmHg] were higher in the observation group than in the control group (P<0.05). At 1 week postoperatively, forced expiratory volume in the first second (FEV1) [(2.11±0.37) L vs. (1.94±0.33) L], maximum voluntary ventilation (MVV) [(60.87±8.49) L/min vs. (56.84±8.11) L/min], and PaO2/FiO2 [(329.34±31.39) vs. (314.59±28.47)] were higher in the observation group than in the control group (P<0.05). Visual analogue scale (VAS) scores at 12 h, 24 h, and 48 h postoperatively [(3.02±0.35) vs. (3.36±0.57); (2.78±0.36) vs. (2.98±0.39); (2.39±0.31) vs. (2.55±0.34)] were lower in the observation group than in the control group (P<0.05). Immediately after surgery, cortisol (Cor) [(289.47±36.72) nmol/L vs. (308.48±35.29) nmol/L] and S100 calcium-binding protein B (S100β) [(1.87±0.43) μmol/L vs. (2.11±0.47) μmol/L] were lower in the observation group than in the control group (P<0.05). At 24 h postoperatively, Cor [(254.65±36.29) nmol/L vs. (274.37±35.14) nmol/L] and S100β [(0.74±0.13) μmol/L vs. (0.81±0.16) μmol/L] were lower in the observation group than in the control group (P<0.05). There was no statistically significant difference in the incidence of postoperative complications between the observation group 6 cases (16.22%) and the control group 7 cases (17.07%)(P>0.05).

Conclusion

Butorphanol combined with remimazolam for single-port thoracoscopic lobectomy in NSCLC patients provides effective analgesia, stabilizes hemodynamics, improves serum biomarker levels, and promotes postoperative recovery of respiratory function, demonstrating clinical significance.

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Clinical efficacy analysis of tumor hyperthermia combined with Yiqi Fuzheng mixture in the treatment of 118 cases of lung cancer with malignant pleural effusion
Yaxing Wen, Qiong Xie, Kexin Zhou, Wei Wang, Zhongcong Guo
中华肺部疾病杂志(电子版). 2026, (02):  269-274.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.013
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Objective

To observe the clinical efficacy of tumor hyperthermia combined with Yiqi Fuzheng mixture in the treatment of lung cancer with malignant pleural effusion.

Methods

A total of 118 patients with lung cancer and malignant pleural effusion admitted to our hospital from January 2022 to January 2025 were selected and randomly divided into Group A 41 cases, Group B 40 cases, and Group C 37 cases. All patients underwent pleural puncture and catheter drainage. Group A received tumor hyperthermia alone, Group B received Yiqi Fuzheng mixture alone, and Group C received tumor hyperthermia combined with Yiqi Fuzheng mixture. The malignant pleural effusion remission rate, tumor marker parameters serum carbohydrate antigen 125 (CA125), carcinoembryonic antigen (CEA), cytokeratin 19 fragment (CYFRA21-1), neuron-specific enolase (NSE), total scores of primary and secondary symptoms in the traditional Chinese medicine (TCM) syndrome score, and adverse reactions were compared among the groups.

Results

After treatment, 37 cases (100.00%) in group C had remission of malignant pleural effusion, which was higher than 35 cases (85.37%) in group A and 32 cases (80.00%) in group B (P<0.05). After treatment, CA125, CEA, CYFRA21-1, and NSE in each group decreased compared with those before treatment. The levels of CA125 (19.97±5.13) U/ml, CEA (24.36±3.18) ng/ml, CYFRA21-1 (3.21±0.43) ng/ml, and NSE (21.23±3.84) ng/ml in group C were lower than those of group A[CA125(25.84±5.61) U/ml, CEA(28.12±4.39) ng/ml, CYFRA21-1(4.67±0.48)ng/ml, NSE(25.06±4.24) ng/ml] and group B[CA125(30.06±7.28) U/ml, CEA(32.11±4.96)ng/ml, CYFRA21-1(5.36±0.54) ng/ml, NSE(32.13±4.72)ng/ml] (P<0.05). The total main symptom score and secondary symptom total score of each group decreased after treatment, and the scores of main symptoms (5.27±1.02) and secondary symptom total score (2.01±0.76) in group C were lower than those of group A main symptoms(7.95±1.09), secondary symptom total score(2.97±0.82) and group B main symptoms(9.23±1.37), secondary symptom total score(3.74±0.91) (P<0.05). There were 13 cases (35.14%) of nausea, vomiting, and chest pain in group C, which were not statistically different from 16 cases (39.02%) in group A and 11 cases (27.50%) in group B (P>0.05). After one year follow up, 14 cases (34.15%) in group A survived, 27 cases (65.85%) died; 12 cases (30.00%) in group B survived, 28 cases (70.00%) died; 18 cases (48.65%) in group C survived, 19 cases (51.35%) died(χ2=3.124, P=0.210).

Conclusion

Tumor hyperthermia combined with Yiqi Fuzheng mixture in the treatment of lung cancer with malignant pleural effusion can effectively control fluid accumulation, reduce the levels of tumor markers CA125, CEA, CYFRA21-1, and NSE, and improve clinical symptoms, and has clinical significance.

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Correlation analysis of dynamic changes of serum calprotectin level and prognosis in patients with severe pneumonia
Jin Zhang, Qiang Ye, Chun Yao, Jinfeng Xu, Lijie Zheng
中华肺部疾病杂志(电子版). 2026, (02):  275-281.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.014
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Objective

To analyze the correlation between the dynamic changes in serum calprotectin (Cal) levels and the prognosis of severe pneumonia (SP).

Methods

Sixty-four patients with severe pneumonia admitted to our hospital from January 2023 to January 2025 were selected as subjects. They were grouped according to prognosis: 42 patients in the observation group, and 22 patients in the control group. Serum Cal levels were measured on admission day 1 (T1), day 3 (T3), and day 7 (T7). ΔQ1 (T3-T1), ΔQ2 (T7-T1), ΔQ1%[(T3-T1)/T1], and ΔQ2%[(T7-T1)/T1] were calculated. Multivariate logistic regression analysis was used to identify factors affecting prognosis. The clinical applicability was evaluated using receiver operating characteristic (ROC) curves and decision curve analysis (DCA).

Results

The neutrophil count [(9.31±1.72) ×109/L vs. (8.12±1.27)×109/L], C-reactive protein (CRP) [(38.36±10.52) mg/L vs. (32.59±9.32) mg/L], and acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score [(17.53±2.14) points vs. (15.24±2.26) points] in the observation group were higher than those in the control group (P<0.05). The serum Cal in T3 of the observation group [(10.43±1.25) μg/ml vs. (9.25±1.36) μg/ml] and the serum Cal in T7 [(13.83±1.34) μg/ml vs. (10.12±1.78) μg/ml] were higher than those in the control group (P<0.05); the ΔQ2 in the observation group [(8.34 (6.48, 10.03) vs. 4.75 (3.74, 6.45)] and the ΔQ2% [(1.39 (0.90, 2.37) vs. -0.98 (-1.49, -0.59)] were higher than those in the control group (P<0.05). Multivariate Logistic regression showed that neutrophil count (OR=1.069, 95%CI: 1.017~1.124), CRP (OR=1.506, 95%CI: 1.062~2.134), APACHE Ⅱ score (OR=1.318, 95%CI: 1.085~1.600), ΔQ2 (OR=4.358, 95%CI: 2.575~7.374), and ΔQ2% (OR=0.137, 95%CI: 0.053~0.354) were prognostic factors (P<0.05). Receiver operating characteristic (ROC) curve analysis showed that the area under the curve (AUC) for predicting prognosis by neutrophil count, CRP, APACHE Ⅱ score, ΔQ2, and ΔQ2% was 0.677, 0.670, 0.733, 0.661, and 0.750, respectively. The combined prediction AUC was 0.940 (95%CI: 0.891~0.971), with a sensitivity of 90.28% and a specificity of 85.87%. DCA showed that the net benefit difference of the prediction model at the threshold probability of 0.1 to 0.8 was 0.05 to 0.15.

Conclusion

The dynamic detection of serum Cal levels in the early stages of admission is associated with the prognosis of patients with severe pneumonia. Elevated neutrophil count, CRP, APACHE Ⅱ score, ΔQ2, and ΔQ2% are prognostic influencing factors.

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Analysis of the efficacy and prognosis of integrated traditional Chinese and western medicine in 89 patients with severe pneumonia
Yingkai Feng, Chen Su, Bo Peng, Zhili Han, Xiaoming Wang, Guanyu Tao, Liubo Xiong, Lian Wang, Xingbing Chen
中华肺部疾病杂志(电子版). 2026, (02):  282-288.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.015
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Objective

To evaluate the clinical efficacy and safety of traditional Chinese medicine (TCM) prescriptions in improving the early outcomes and prognosis of severe pneumonia when used in combination with comprehensive treatments such as anti-infection therapy, glucocorticoids, and Xuebijing, and to explore the optimal TCM prescription for early integrated TCM-Western medicine therapy in severe pneumonia to enhance treatment efficacy and prognosis.

Methods

A total of 89 patients with early-stage severe pneumonia who met the inclusion criteria were selected and divided into a control group (antibiotic, glucocorticoid, and Xuebijing group, 46 cases) and an observation group (antibiotic, glucocorticoid, Xuebijing, and TCM group, 43 cases) based on their willingness to take TCM. The control group received treatment with levofloxacin, hydrocortisone, and Xuebijing. The observation group received additional TCM prescriptions tailored to their syndrome differentiation on the basis of the control group′s treatment. The serum infection markers [white blood cell count (WBC), high-sensitivity C-reactive protein (hs-CRP), procalcitonin (PCT), amyloid A (SAA), interleukin-6 (IL-6)], oxygenation indicators, treatment efficacy, and incidence of adverse reactions were compared between the two groups.

Results

After treatment, serum infection markers (WBC, hs-CRP, PCT, SAA, IL-6) in both groups showed significant improvement compared to pre-treatment levels. The observation group exhibited lower levels of WBC(9.78±0.85)×109/L、hs-CRP(7.23±0.15) mg/L、PCT (0.09±0.00)pg/ml、SAA (10.27±0.25)mg/L、IL-6 9.35 (7.48, 13.32) pg/ml than those of the control group(11.15±0.76)×109/L, (12.73 ± 0.89) mg/L, (0.15±0.00) pg/ml, (24.20±1.32) mg/L, 18.34 (13.54, 21.51) pg/ml. The observation group significantly outperformed the control group in reducing serum inflammatory markers, with statistically significant differences (P<0.05). Notably, IL-6 levels decreased markedly, approaching the normal reference range. After, arterial blood gas oxygenation indicators (PaO2, SaO2, oxygenation index PaO2/FiO2) in both groups improved significantly compared to pre-treatment levels. The observation group showed higher PaO2(95.64±8.25) mmHg, SaO2(98.58±4.41)%、PaO2/FiO2(333.27±10.89)mmHg than those of the control group(84.74±5.90) mmHg, (94.63±7.39)%, (240.50±12.01) mmHg. The observation group significantly outperformed the control group in improving arterial oxygenation indicators, with statistically significant differences (P<0.05). The observation group had shorter durations for fever resolution (2.38 days), cough and sputum relief (6.32 days), mechanical ventilation (75.38 hours), chest CT inflammation absorption (8.46 days), and average hospitalization (10.74 days) compared to the control group (5.31 days, 11.88 days, 128.53 hours, 13.25 days, 13.34 days, respectively). The observation group significantly outperformed the control group in reducing these indicators, with statistically significant differences (P<0.05). Both groups showed reduced CPIS scores at D14 compared. The observation group achieved a CPIS score of 4.15, which was significantly lower than the control group′s 6.57. The effective rate in the observation group (79.07%) was slightly higher than that in the control group (76.40%), but the difference was not statistically significant; The mortality rate in the observation group (16.28%) was comparable to that in the control group (17.39%), with no statistically significant difference. The overall incidence of adverse reactions in the observation group (27.91%) was similar to that in the control group (28.26%), showing no statistically significant difference between the two groups. Most adverse reactions were mild, including rashes, slight dizziness, and gastrointestinal symptoms (nausea, vomiting, bloating), with no severe myocardial damage or liver and kidney function impairment observed.

Conclusion

The combined treatment of traditional Chinese and Western medicine (anti infection+ hydrocortisone+ Xuebijing+ Chinese herbal formula) can significantly improve various inflammatory indicators, improve oxygenation, shorten the course of disease, achieve ideal therapeutic effects, and have mild adverse reactions and good safety. It can be used as the preferred early treatment plan for severe pneumonia. (2) Traditional Chinese medicine formulas have certain adjuvant therapeutic value for severe pneumonia, but there is no definite advantage in improving overall efficacy and reducing mortality.

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Study on a machine learning model based on serum cytokine profile for predicting immunotherapy responsiveness in lung cancer
Ming Lu, Hongmin Ma, Jiajun Wang, Rong Chen, Wenxia Qian, Feng Gao
中华肺部疾病杂志(电子版). 2026, (02):  289-296.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.016
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Objective

To explore the performance of an interpretable machine learning model for predicting immunotherapy responsiveness in lung cancer based on serum cytokines.

Methods

A total of 84 lung cancer patients receiving immunotherapy at our hospital from January 2022 to December 2025 were enrolled. Among them, 58 responders were assigned to the observation group and 26 nonresponders to the control group. Clinical data were collected and compared between the two groups. Least absolute shrinkage and selection operator (LASSO) regression was used to screen core predictive features. Four machine learning models, namely logistic regression (LR), random forest (RF), support vector machine (SVM), and extreme gradient boosting (XGBoost), were constructed. The discriminative performance of the models was evaluated by the area under the receiver operating characteristic curve (AUC). Shapley additive explanations (SHAP) was applied for clinical interpretability analysis of the optimal model.

Results

Compared with the control group, the observation group showed in age [ (59.33±9.12)years vs. (57.82±7.93)years, P=0.445], proportion of smokers (34.48% vs. 61.54%, P=0.021), and ECOG performance status score (score 0: 67.24% vs. 38.46%; score 1: 32.76% vs. 61.54%, P=0.013). Baseline serum levels of interleukin (IL)-6 [(46.78±10.32)pg/ml vs. (56.47±11.23)pg/ml, P=0.001], IL-10[(5.20±1.64) pg/ml vs. (6.48±1.56) pg/ml, P=0.001], tumor necrosis factor α (TNF-α) [(12.33±3.00) pg/ml vs. (14.22±3.34) pg/ml, P=0.017], IL-1β [(11.28±3.21) pg/ml vs. (14.75±2.89) pg/ml, P<0.001], as well as carcinoembryonic antigen (CEA) [(20.53±6.36) ng/ml vs. (25.98±7.15)ng/ml, P=0.002], squamous cell carcinoma antigen (SCC) [(1.65±0.42) ng/ml vs. (1.89±0.51) ng/ml, P=0.042], and cytokeratin 19 fragment (CYFRA21-1) [(7.33±2.15) ng/ml vs. (8.56±2.34)ng/ml, P=0.027] were significantly lower in the observation group than in the control group. No statistically significant difference was observed in IL-8 between the two groups [(7.67±2.10) pg/ml vs. (8.48±2.37) pg/ml, P=0.141]. LASSO screening identified five predictive factors: IL-1β, IL-8, IL-6, TNF-α, and ECOG score. Among the four machine learning models, XGBoost performed best, with an AUC of 0.956, accuracy of 91.2%, recall of 89.0%, precision of 90.5%, and F1 score of 0.896. SHAP analysis revealed that the order of feature contribution was IL-1β, IL-8, IL-6, TNF-α, and ECOG score.

Conclusion

The XGBoost machine learning model based on serum cytokines can efficiently predict immunotherapy responsiveness in lung cancer patients. The SHAP method clarifies the contribution of key features, providing clinical significance.

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A analysis on the consistency between bronchoscopy results and clinical diagnosis: A retrospective study of 936 patients
Tiantian Ma, Hongjun Zhang, Wenhao Zheng, Xing Gu, Mingqi Wang
中华肺部疾病杂志(电子版). 2026, (02):  297-302.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.017
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Objective

Bronchoscopy is of clinical significance in the diagnosis of respiratory diseases. This study aims to investigate the consistency between bronchoscopy findings and clinical diagnosis, as well as the change of the associated inflammatory markers.

Methods

A retrospective analysis was conducted on 936 patients who underwent bronchoscopy in the Department of Respiratory and Critical Care Medicine of our hospital. Among them, 704 patients with qualified bronchoalveolar lavage fluid (BALF) were divided into a positive group (440 cases) and a negative group (264 cases) for comparison of clinical characteristics.

Results

The sensitivity of bronchoscopy was 68.40%, specificity was 97.10%, and the overall concordance rate was 75.70% (P<0.001). There were no statistically significant differences in gender or age between the 704 BALF-positive and BALF-negative patients (P>0.05). Statistically significant differences were observed between the positive group and the negative group in terms of hypersensitive C-reactive protein (hs-CRP)[12.28(2.77, 83.49)mg/L vs. 7.22(1.00, 52.37)mg/L], white blood cell count [(9.33±6.03)×109/L vs. (7.88±3.49)×109/L], lymphocyte count [(1.14±0.63)×109/L vs. (1.37±0.60)×109/L], erythrocyte sedimentation rate (ESR)[31.0(9.0, 70.5)mm1 h vs. 15.0(7.0, 40.0)mm 1 h] and serum amyloid A protein (SAA)[69.69(4.70, 200.02)mg/L vs. 19.68(2.13, 144.48)mg/L] (P<0.05). Among 499 bronchoalveolar lavage results, there were 296 cases of general infection, 127 cases of tuberculosis, 44 cases of malignant tumors, and 32 cases of non-infectious diseases. ROC curve analysis indicated that hs-CRP and white blood cell count had high diagnostic value in positive patients. Analysis of BALF-positive patients with different disease entities revealed that inflammatory markers in tuberculosis and general infection were significantly higher than those in negative patients.

Conclusion

There is a significant difference between bronchoscopy findings and clinical diagnosis, and alterations in inflammatory markers in BALF vary among different respiratory diseases. This suggests that inflammatory markers in BALF may help improve the interpretation of bronchoscopy results and hold clinical significance for the early diagnosis of pulmonary diseases.

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Retrospective analysis of clinical features and current status of diagnosis and treatment in 577 children with community-acquired pneumonia
Yanan Tang, Xiaoliang Liu, Xiuying Ma, Lushan Zhao, Liying Wang, Pengxiang Zhou, Xiaoyan Gai, Yan Xing
中华肺部疾病杂志(电子版). 2026, (02):  303-308.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.018
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Objective

To analyze the diagnosis and treatment data of children with community-acquired pneumonia (CAP) from a single-center pediatric department in a general hospital, and to provide a basis for improving the management of pediatric pneumonia.

Methods

A retrospective analysis was conducted on 577 children with pneumonia hospitalized in the pediatric ward of Qinhuangdao Hospital of Peking University Third Hospital from July 2019 to January 2024. Data on epidemiological information, clinical characteristics, pathogen detection, chest imaging findings, and the use of antimicrobial agents and glucocorticoids were collected.

Results

Pneumonia accounted for 53.28% (577/1 083) of all pediatric hospitalizations during the same period. The median age of the children was 4 years (3~7), and the median length of hospital stay was 7 days (5~8). Severe pneumonia accounted for 6.07% (35/577), and 1.91% (11/577) were transferred to a higher-level hospital for bronchoscopy treatment. Intravenous antimicrobial agents were administered to 99.31% of the children, with a median treatment duration of 6 days (5~7). Intravenous methylprednisolone was used in 68 cases (11.78%), with a median treatment duration of 4 days (3~5). The overall pathogen detection rate was 25.14% (416/1655). Among pathogens detected by serum IgM antibody testing, Mycoplasma pneumoniae had the highest positivity rate (272/577, 47.14%). Sputum culture was performed in 178 cases (30.74%, 178/579), with a positivity rate of only 1.69%. Pulmonary imaging findings in children with community-acquired pneumonia (CAP) included patchy fuzzy opacities in 280 cases (48.52%), large patchy high-density opacities in 59 cases (10.22%), ground-glass opacities in 8 cases (1.39%), left lung inflammation in 97 cases (16.81%), right lung inflammation in 134 cases (23.22%), bilateral inflammation in 268 cases (46.45%), pleural effusion in 1 case (0.17%), and atelectasis in 3 cases (0.52%). Pathogens were detected in 416 cases (72.10%). Among these, Mycoplasma pneumoniae (MP) was positive in 272 cases (47.14%), Adenovirus (ADV) in 56 cases (9.81%), Influenza B virus (Flu B) in 53 cases (9.28%), and Influenza A virus (Flu A) in 15 cases (4.56%). Sputum culture was performed in 178 cases (30.85%), with positive results in 3 cases (1.69%), all of which were Klebsiella pneumoniae.

Conclusion

Pneumonia is the predominant cause of hospitalization in the pediatric department. The annual number of pneumonia hospitalizations fluctuates significantly, with most cases being mild. Certain issues exist in areas such as precise microbiological detection methods and the application of antimicrobial agents. Efforts should be made to improve the level of etiological detection, strengthen the supervision of antimicrobial use, and promote the prioritization of outpatient management for children with mild pneumonia.

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Study on the development trajectory and influencing factors of frailty in 429 elderly patients with chronic obstructive pulmonary disease
Ling Zheng, Haiyan Yang, Yan Cheng, Binxue Xia, Honghui Liu, Hong Hu, Maowen Yan, Tianlu Wang, Yuting Yang, Hong Xiong
中华肺部疾病杂志(电子版). 2026, (02):  309-314.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.019
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Objective

To investigate the development trajectory and influencing factors of frailty in elderly patients with chronic obstructive pulmonary disease (COPD).

Methods

A total of 429 elderly COPD patients admitted to our hospital from January 2024 to September 2025 were selected as the study subjects. The frailty screening scale (FSS) was used to assess frailty at admission (T0), 1 month (T1), 3 months (T2), and 6 months (T3) of follow-up. Latent class growth modeling (LCGM) was applied to identify frailty development trajectories, resulting in three groups: a stable group (C1, 205 cases), an increasing group (C2, 70 cases), and a decreasing group (C3, 154 cases). Univariate analysis and multivariate logistic regression were used to analyze the influencing factors of different trajectories.

Results

At T0, 327 patients (76.22%) were frail, and at T3, 346 patients (80.65%) were frail. The correlation coefficients for frailty scores across T0, T1, T2, and T3 ranged from 0.553 to 0.685 (P<0.01). In the C1 group, the frailty score showed little change over the four time points, with an intercept of 2.68 and an average slope of 0.077. In the C2 group, the frailty score gradually increased over time, with an intercept of 0.97 and an average slope of 0.262. In the C3 group, the frailty score gradually decreased, with an intercept of 4.36 and an average slope of -0.257. Univariate analysis showed statistically significant differences in age, BMI, ethnicity, education level, disease duration, number of medication types, living alone, and grip strength among the different trajectory groups (P<0.05). Multivariate logistic regression showed that compared with the C1 group, BMI >24 (OR=6.957, 95%CI: 1.434~33.760, P=0.016), disease duration of 3~6 years (OR=0.335, 95%CI: 0.154~0.728, P=0.006), fear of progression (OR = 1.066, 95% CI: 1.014~1.121, P=0.012), and cognitive impairment (OR=1.068, 95% CI: 1.003~1.137, P=0.039) were factors associated with being in the C2 group. Compared with the C1 group, age ≥ 80 years (OR=2.277, 95%CI: 1.164~4.455, P=0.016), living alone (OR=6.031, 95%CI: 1.981~18.357, P=0.002), and grip strength (OR=1.051, 95%CI: 1.015~1.089, P=0.006) were factors associated with being in the C3 group. After 6 months of follow-up, 414 patients (96.50%) survived and 15 (3.50%) died, with a mortality rate of 8.57% in the C2 group, which was higher than that in the C1 group (2.44%) and the C3 group (2.60%).

Conclusion

The development of frailty in elderly COPD patients follows three distinct trajectories: stable, increasing, and decreasing. BMI, disease duration, fear of progression, cognitive impairment, living alone, grip strength, and age are influencing factors for different frailty trajectories. Dynamic monitoring of frailty trajectories may help identify high-risk individuals early and facilitate personalized interventions.

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Short Story
Effect of systematic swallowing training combined with anti-choking management on 72 patients of postoperative pulmonary complications after supracricoid partial laryngectomy
Zhao Li, Aili Zhang, Lijiao Wang
中华肺部疾病杂志(电子版). 2026, (02):  315-318.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.020
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Clinical application study of high-flow oxygen therapy combined with nasal cannula fixation device in 42 patients with COPD and type Ⅱ respiratory failure
Wei Song, Bingbing Gu, Bamu Dingzeng
中华肺部疾病杂志(电子版). 2026, (02):  319-322.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.021
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Construction and effectiveness analysis of a hospital-based cough and asthma pharmaceutical care outpatient clinic model
Yu Zheng, Qingxian Chen, Qingqing Chen
中华肺部疾病杂志(电子版). 2026, (02):  323-325.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.022
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Review
Research progress on diagnostic and therapeutic measures for nosocomial pulmonary fungal infection secondary to acute exacerbation of chronic obstructive pulmonary disease
Wenjuan Gao, Tingting Zhang, Yi Zi
中华肺部疾病杂志(电子版). 2026, (02):  326-329.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.023
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Research progress on biomarkers in the differential diagnosis of exudative and transudative pleural effusion
Huishan Chen, Huiqing Zeng
中华肺部疾病杂志(电子版). 2026, (02):  330-334.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.024
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Clinical research and frontier advances of therapeutic cancer vaccines in lung cancer
Jun Lu, Yong Song
中华肺部疾病杂志(电子版). 2026, (02):  335-340.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.025
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Research progress on the clinical application of serum procalcitonin in severity assessment and antibiotic guidance for community-acquired pneumonia
Li Chen, Xinyi Gao, Xinyi Liu
中华肺部疾病杂志(电子版). 2026, (02):  341-345.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.026
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Research progress of urotensin Ⅱ in acute pulmonary embolism complicated with pulmonary hypertension
Wenqiang Huang, Junfen Chen, Qianru Zhuang
中华肺部疾病杂志(电子版). 2026, (02):  346-349.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.027
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Case Report
One case report: Disseminated histoplasmosis complicated by pulmonary stenotrophomonas maltophilia infection
Yan Hu, Jing Wang, Yi Zhang
中华肺部疾病杂志(电子版). 2026, (02):  350-352.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.028
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One case report: Severe immune checkpoint inhibitor-related rash in chronic obstructive pulmonary disease complicated with lung cancer
Jiaming Liu, Jian Wen, Xiaorong Sun
中华肺部疾病杂志(电子版). 2026, (02):  353-355.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.029
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Medical Education
Reflections and explorations on enhancing the high-quality development of the talent team in hospital laboratory animal centers
You Wu, Jianyun Zhou, Yang Mao
中华肺部疾病杂志(电子版). 2026, (02):  356-358.  DOI: 10.3877/cma.j.issn.1674-6902.2026.02.030
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