- 期刊Nan fang yi ke da xue xue bao = Journal of Southern Medical University(Nan Fang Yi Ke Da Xue Xue Bao)
- 发表时间2026-10-20
- 作者Hu D, Guo H, Wang X, Li Y, Zhang C, Chen X, Nie X
- 卷期页码V46(10) : 2494-2508
- 文献类型English Abstract
- DOI10.12122/j.issn.1673-4254.2026.10.18
- PMID42934110
摘要机译
【目的】探讨糖尿病肾病(DKD)合并慢性心力衰竭(CHF)患者的糖心肾轴免疫增效机制,预测中医同治策略。
[方法]整合公共数据库中的DKD和CHF转录组数据,使用差异表达和加权基因共表达网络分析(WGCNA)构建核心基因集。中心基因与efferocytosis-related基因集相交,与外部数据集验证,并功能丰富。
Coremine Medical数据库和分子对接用于预测调节性TCMs、其性质以及活性成分与其靶点之间的亲和力。收集DKD、CHF和DKD+CHF患者以及健康个体的临床血清样本,检测半乳糖凝集素3(LGALS3)水平。
[结果]共鉴定出50个共病核心基因,主要富集在PI3KAkt、TNF、AGE RAGE和氧化磷酸化途径中,LGALS3在验证集中被鉴定为差异表达的关键efferocytosis-associated枢纽基因。
预测结果包括216种TCMs,主要表现出寒性或温性,苦味、甜味或辛辣味,以及肝、肺、脾和肾经向性。分子对接表明关键成分(如槲皮素)和LGALS3之间有很强的结合。DKD+CHF患者血清LGALS3水平明显高于DKD或CHF单独患者或健康对照组(均P<0.001)。
在调整协变量后,共病状态与LGALS3保持独立且正相关(β=51.20,P<0.001),超过NT proBNP的独立贡献。[结论]DKD-CHF与炎症/代谢异常和efferocytosis-mediated免疫清除功能障碍有关。LGALS3是连接炎症通路和靶器官肥大细胞功能障碍的关键节点。
预测的中医中药突出了“益气、清热、化瘀”的中医治疗原则,并可能通过靶向LGALS3调节肥大和免疫代谢微环境。
展开英文摘要原文
【OBJECTIVES】To explore the immune efferocytosis mechanisms of diabetic kidney disease (DKD) complicated with chronic heart failure (CHF) in light of the glucose heart kidney axis and predict the "same treatment for different diseases" strategy using traditional Chinese medicine (TCM).
【METHODS】DKD and CHF transcriptome data from public databases were integrated to construct a core gene set using differential expression and weighted gene co-expression network analysis (WGCNA). The hub genes were intersected with an efferocytosis-related gene set, validated with external datasets, and functionally enriched. The Coremine Medical database and molecular docking were used to predict the regulatory TCMs, their properties, and affinities between the active ingredients and their targets. Clinical serum samples were collected form patients with DKD, CHF, and DKD+CHF and healthy individuals for detecting galectin 3 (LGALS3) levels.
【RESULTS】Fifty comorbidity core genes were identified, which were enriched mainly in the PI3K Akt, TNF, AGE RAGE, and oxidative phosphorylation pathways. LGALS3 was identified as a key efferocytosis-associated hub gene with differential expression in the validation set. The prediction results included 216 TCMs predominantly exhibiting cold or warm properties with bitter, sweet or pungent flavors and liver, lung, spleen and kidney meridian tropisms. Molecular docking suggested strong binding between the key ingredients (e.g., quercetin) and LGALS3. Serum LGALS3 levels were significantly higher in patients with DKD+CHF than in those with DKD or CHF alone or healthy controls (all P<0.001). After adjusting for covariates, comorbid status remained independently and positively associated with LGALS3 (β=51.20, P<0.001), exceeding the independent contribution of NT proBNP.
【CONCLUSIONS】DKD-CHF is associated with inflammatory/metabolic abnormalities and impairment of efferocytosis-mediated immune clearance. LGALS3 is a critical node connecting inflammatory pathways to target organ efferocytosis dysfunction. The predicted TCMs highlight the TCM therapeutic principles of "supplementing Qi, clearing the heat and resolving stasis" and may regulate efferocytosis and the immunometabolic microenvironment by targeting LGALS3.
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