1.Exploring Intervention Effect of Atractylodis Macrocephalae Rhizoma Processed with Aurantii Fructus Immaturus Juice on Slow-transit Constipation and Its "Microbiota-Metabolism" Synergistic Regulation Mechanism Based on Theory of "Spleen Governing Transportation and Transformation"
Dan LI ; Xiaoxia LIU ; Xiaofen WANG ; Zuxin HE ; Junnan WEI ; Yanqing LIU ; Yuxuan GAO ; Ping LUO ; Fang WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):201-209
ObjectiveBased on the theory of "spleen governing transportation and transformation", this study investigates the efficacy of Atractylodis Macrocephalae Rhizoma processed with Aurantii Fructus Immaturus juice(AMR-AFI) in improving slow-transit constipation(STC), as well as the synergistic regulatory mechanism involving the microbiota-metabolism axis, thereby elucidating the scientific basis of its processing theory. MethodsAnimals were randomly divided into the control group, model group, positive drug(mosapride) group(3 mg·kg-1), and low-, medium-, and high-dose groups of AMR-AFI(3.9, 7.8, 15.6 g·kg-1). Except for the control group, the remaining five groups were induced with STC using loperamide hydrochloride. Following modeling, interventions were administered. All groups received continuous administration for 15 d, during which fecal samples, colon tissue, and serum were collected. Constipation improvement was assessed by measuring fecal moisture content and small intestinal propulsion rate, histological morphology of colonic tissue was observed via hematoxylin-eosin(HE) staining, and the levels of interleukin(IL)-6, tumor necrosis factor(TNF)-α, and IL-2 in serum were detected using enzyme-linked immunosorbent assay(ELISA). Furthermore, the microbial community structure in mouse feces was analyzed by 16S rRNA sequencing, while transcriptomic sequencing was employed to screen differentially expressed genes in colonic tissue, followed by gene ontology(GO) and Kyoto Encyclopedia of Genes and Genomes(KEGG) enrichment analyses. Finally, Spearman correlation analysis was conducted to explore the association between differential microbiota and differential genes. ResultsCompared with the control group, the intestinal propulsion rate and fecal moisture content in the model group were significantly decreased(P<0.01), while serum levels of IL-6, TNF-α, and IL-2 were significantly elevated(P<0.01). HE staining showed damage and shedding of colonic mucosal epithelial cells, along with a reduction in goblet cells in the model group. In comparison with the model group, all treatment groups improved the pathological state of the colonic mucosa to varying degrees and reduced serum levels of IL-6, TNF-α, and IL-2(P<0.01). Among these, the high-dose group of AMR-AFI significantly increased the intestinal propulsion rate and fecal moisture content of rats(P<0.05, P<0.01). Further transcriptomic analysis revealed that a total of 104 differentially expressed genes were identified from comparisons between the model group and the control group, as well as between the model group and the high-dose group of AMR-AFI. These genes were mainly enriched in pathways closely related to STC pathogenesis, such as arachidonic acid metabolism and aldosterone-regulated sodium reabsorption. 16S rRNA sequencing results indicated that AMR-AFI reversed the structural imbalance of the gut microbiota in model mice, increased species richness, downregulated the relative abundance of pro-inflammatory bacteria such as Parasutterella, and enriched beneficial and butyrate-producing bacteria, including Lachnospiraceae_NK4A136_group, Ruminococcaceae, and Lachnospiraceae. Spearman correlation analysis further showed that the beneficial bacteria enriched in the AMR-AFI group were negatively correlated with genes involved in the arachidonic acid metabolic pathway and positively correlated with genes in the aldosterone-regulated sodium reabsorption pathway. In contrast, pro-inflammatory bacteria in the model group exhibited the opposite correlation trends. ConclusionAMR-AFI can effectively exert synergistic therapeutic effects on STC by regulating intestinal microbiota, arachidonic acid-mediated inflammatory metabolism, and aldosterone-regulated water-salt balance pathways.
2.Exploring Intervention Effect of Atractylodis Macrocephalae Rhizoma Processed with Aurantii Fructus Immaturus Juice on Slow-transit Constipation and Its "Microbiota-Metabolism" Synergistic Regulation Mechanism Based on Theory of "Spleen Governing Transportation and Transformation"
Dan LI ; Xiaoxia LIU ; Xiaofen WANG ; Zuxin HE ; Junnan WEI ; Yanqing LIU ; Yuxuan GAO ; Ping LUO ; Fang WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):201-209
ObjectiveBased on the theory of "spleen governing transportation and transformation", this study investigates the efficacy of Atractylodis Macrocephalae Rhizoma processed with Aurantii Fructus Immaturus juice(AMR-AFI) in improving slow-transit constipation(STC), as well as the synergistic regulatory mechanism involving the microbiota-metabolism axis, thereby elucidating the scientific basis of its processing theory. MethodsAnimals were randomly divided into the control group, model group, positive drug(mosapride) group(3 mg·kg-1), and low-, medium-, and high-dose groups of AMR-AFI(3.9, 7.8, 15.6 g·kg-1). Except for the control group, the remaining five groups were induced with STC using loperamide hydrochloride. Following modeling, interventions were administered. All groups received continuous administration for 15 d, during which fecal samples, colon tissue, and serum were collected. Constipation improvement was assessed by measuring fecal moisture content and small intestinal propulsion rate, histological morphology of colonic tissue was observed via hematoxylin-eosin(HE) staining, and the levels of interleukin(IL)-6, tumor necrosis factor(TNF)-α, and IL-2 in serum were detected using enzyme-linked immunosorbent assay(ELISA). Furthermore, the microbial community structure in mouse feces was analyzed by 16S rRNA sequencing, while transcriptomic sequencing was employed to screen differentially expressed genes in colonic tissue, followed by gene ontology(GO) and Kyoto Encyclopedia of Genes and Genomes(KEGG) enrichment analyses. Finally, Spearman correlation analysis was conducted to explore the association between differential microbiota and differential genes. ResultsCompared with the control group, the intestinal propulsion rate and fecal moisture content in the model group were significantly decreased(P<0.01), while serum levels of IL-6, TNF-α, and IL-2 were significantly elevated(P<0.01). HE staining showed damage and shedding of colonic mucosal epithelial cells, along with a reduction in goblet cells in the model group. In comparison with the model group, all treatment groups improved the pathological state of the colonic mucosa to varying degrees and reduced serum levels of IL-6, TNF-α, and IL-2(P<0.01). Among these, the high-dose group of AMR-AFI significantly increased the intestinal propulsion rate and fecal moisture content of rats(P<0.05, P<0.01). Further transcriptomic analysis revealed that a total of 104 differentially expressed genes were identified from comparisons between the model group and the control group, as well as between the model group and the high-dose group of AMR-AFI. These genes were mainly enriched in pathways closely related to STC pathogenesis, such as arachidonic acid metabolism and aldosterone-regulated sodium reabsorption. 16S rRNA sequencing results indicated that AMR-AFI reversed the structural imbalance of the gut microbiota in model mice, increased species richness, downregulated the relative abundance of pro-inflammatory bacteria such as Parasutterella, and enriched beneficial and butyrate-producing bacteria, including Lachnospiraceae_NK4A136_group, Ruminococcaceae, and Lachnospiraceae. Spearman correlation analysis further showed that the beneficial bacteria enriched in the AMR-AFI group were negatively correlated with genes involved in the arachidonic acid metabolic pathway and positively correlated with genes in the aldosterone-regulated sodium reabsorption pathway. In contrast, pro-inflammatory bacteria in the model group exhibited the opposite correlation trends. ConclusionAMR-AFI can effectively exert synergistic therapeutic effects on STC by regulating intestinal microbiota, arachidonic acid-mediated inflammatory metabolism, and aldosterone-regulated water-salt balance pathways.
3.2,6-dimethoxy-1,4-benzoquinone alleviates dextran sulfate sodium-induced ulcerative colitis in mice by suppressing NLRP3 inflammasome activation.
Chenfei LIU ; Wei ZHANG ; Yao ZENG ; Yan LIANG ; Mengting WANG ; Mingfang ZHANG ; Xinyuan LI ; Fengchao WANG ; Yanqing YANG
Journal of Southern Medical University 2025;45(8):1654-1662
OBJECTIVES:
To investigate the therapeutic mechanism of 2,6-dimethoxy-1,4-benzoquinone (DMQ) for alleviating dextran sulfate sodium (DSS)-induced ulcerative colitis (UC) in mice.
METHODS:
Eighteen male C57BL/6J mice were equally randomized into control group, DSS group and DMQ treatment group. In DSS and DMQ groups, the mice were treated with DSS in drinking water to induce UC, and received intraperitoneal injections of sterile PBS or DMQ (20 mg/kg) during modeling. The changes in body weight, disease activity index (DAI), colon length, spleen weight, and colon histological scores of the mice were examined, and the percentages of Th17 and IFN-γ+ CD8+ T cells in the mesenteric lymph nodes and spleen were analyzed using flow cytometry. The expressions of tight junction proteins (Occludin and ZO-1), proteins associated with inflammasome activation (caspase-1 and p20), IL-1β and TNF-α in the colon tissues were detected using Western blotting or ELISA. In the cell experiment, mouse bone marrow-derived macrophages (BMDMs) primed with lipopolysaccharide (LPS) were treated with DMQ, followed by stmulation with nigericin to activate the classical NLRP3 inflammasome pathway. In cultured human peripheral blood mononuclear cells (PBMCs) treated with either LPS alone or LPS plus nigericin, the effects of DMQ on inflammasome activation, pyroptosis, and cytokine release were evaluated via Western blotting, ELISA, and flow cytometry.
RESULTS:
In DSS-treated mice, DMQ treatment significantly alleviated DSS-induced body weight loss, colon shortening, spleen enlargement, and colon inflammation. The DMQ-treated mice showed significantly reduced percentages of Th17 cells and IFN-γ+ CD8+ T cells in the mesenteric lymph nodes and spleen, with increased occludin and ZO-1 expressions and decreased caspase-1 expression in the colon tissue. DMQ obviously inhibited classical NLRP3 inflammasome activation in mouse BMDMs and both the classical and alternative pathways of NLRP3 activation in human PBMCs, causing also suppression of caspase-1-dependent pyroptosis.
CONCLUSIONS
DMQ ameliorates DSS-induced UC in mice by inhibiting NLRP3 inflammasome activation.
Animals
;
NLR Family, Pyrin Domain-Containing 3 Protein/metabolism*
;
Mice, Inbred C57BL
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Colitis, Ulcerative/metabolism*
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Dextran Sulfate/adverse effects*
;
Male
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Inflammasomes/metabolism*
;
Mice
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Benzoquinones/therapeutic use*
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Th17 Cells
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Caspase 1/metabolism*
4.Effect of Callicarpa nudiflora on wound healing and PI3K/AKT/mTOR pathway by regulating M2 macrophage polarization in rats with diabetic foot ulcer
Pan ZHANG ; Yuanyuan WEI ; Hao WANG ; Xianwei WANG ; Yanqing LI ; Xue SUN
Journal of Clinical Medicine in Practice 2025;29(4):44-49,54
Objective To analyze the effect of Callicarpa nudiflora on wound healing and phos-phatidylinositol-3-kinase/protein kinase B/mammalian target of rapamycin(PI3K/AKT/mTOR)path-way by regulating M2 macrophage polarization in rats with diabetic foot ulcer.Methods A total of 40 rats were selected,with 10 rats in control group(topical application of saline),and the remaining 30 were used to establish rat model of diabetic foot ulcer.Ultimately,27 rats were successfully mod-eled and divided into model group(topical application of saline),Callicarpa nudiflora group(topi-cal application of Callicarpa nudiflora),and Callicarpa nudiflora combined with inhibitor group(topical application of Callicarpa nudiflora combined with CD206 inhibitor,a marker protein of M2 macrophages),with 9 rats in each group.The wound healing rate,levels of basic fibroblast growth factor(bFGF)and vascular endothelial growth factor(VEGF),relative expression levels of induc-ible nitric oxide synthase(iNOS),CD16/32,CD206,PI3K,AKT and mTOR as well as mRNA ex-pression levels of PI3K,AKT and mTOR were compared among groups.Results On the 3rd,7th and 14th days after intervention,compared with the control group,the wound healing rate,VEGF,bFGF,relative expression level of CD206,relative expression of PI3K,AKT and mTOR at mRNA and protein levels were significantly decreased while the relative expression levels of iNOS and CD16/32 were significantly increased in all other groups(P<0.05);compared with the model group,the Callicarpa nudiflora group and the Callicarpa nudiflora combined with inhibitor group showed significant increased wound healing rate,VEGF,bFGF,relative expression level of CD206,and relative expression of PI3K,AKT and mTOR at mRNA and protein levels,and significant de-creased relative expression levels of iNOS and CD16/32(P<0.05);compared with the Callicarpa nudiflora group,the Callicarpa nudiflora combined with inhibitor group showed significant decreased wound healing rate,VEGF,bFGF,relative expression level of CD206,and relative expression of PI3K,AKT and mTOR at mRNA and protein levels,and significant increased relative expression levels of iNOS and CD16/32(P<0.05).Conclusion Callicarpa nudiflora can promote M2 mac-rophage polarization,increase wound healing rate and levels of VEGF and bFGF in rats with diabetic foot ulcer,and activate the PI3K/AKT/mTOR signaling pathway.
5.2,6-dimethoxy-1,4-benzoquinone alleviates septic shock in mice by inhibiting NLRP3 inflammasome activation
Wei ZHANG ; Mengmeng DENG ; Yao ZENG ; Chenfei LIU ; Feifei SHANG ; Wenhao XU ; Haoyi JIANG ; Fengchao WANG ; Yanqing YANG
Journal of Southern Medical University 2024;44(6):1024-1032
Objective To investigate the mechanism of 2,6-dimethoxy-1,4-benzoquinone(DMQ),an active ingredients in fermented wheat germ extract,for inhibiting NLRP3 inflammasome activation and alleviating septic shock in mice.Methods Cultured murine bone marrow-derived macrophages(BMDM)stimulated with lipopolysaccharide(LPS)were treated with DMQ,followed by treatment with Nigericin,ATP,and MSU for activating the canonical NLRP3 inflammasome;the non-canonical NLRP3 inflammasome was activated by intracellular transfection of LPS,and AIM2 inflammasome was activated using Poly A:T.In human monocytic THP-1 cells,the effect of Nigericin on inflammasome activation products was examined using Western blotting and ELISA.Co-immunoprecipitation was performed to explore the mechanism of DMQ-induced blocking of NLRP3 inflammasome activation.In a male C57BL/6J mouse model of LPS-induced septic shock treated with 20 and 40 mg/kg DMQ,the levels of IL-1β and TNF-α in the serum and peritoneal lavage fluid were determined using ELISA,and the survival time of the mice within 36 h was observed.Results Treatment with DMQ effectively inhibited LPS-induced activation of canonical NLRP3 inflammasome in mouse BMDM and human THP-1 cells and also inhibited non-canonical NLRP3 inflammasome activation in mouse BMDM,but produced no significant effect on AIM2 inflammasome activation.DMQ significantly blocked the binding between ASC and NLRP3.In the mouse models of septic shock,DMQ treatment significantly reduced the levels of IL-1β in the serum and peritoneal fluid and obviously prolonged survival time of the mice.Conclusion DMQ can effectively block ASC-NLRP3 interaction to inhibit NLRP3 inflammasome activation and alleviate LPS-induced septic shock in mice.
6.Transporter-mediated Nano-delivery System in Promoting Oral Absorption of Drugs:A Review
Na TIAN ; Yanqing ZHANG ; Wei LI ; Leilei FANG ; Junbo XIE
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(2):254-266
Oral administration is the most convenient way of drug delivery, but due to the existence of intestinal barrier, the oral bioavailability of drugs is generally low, especially for drugs with low water solubility, poor permeability and macromolecules. For decades, researchers have demonstrated that nano-delivery system is one of the most effective strategies to solve this problem, but nano-delivery systems have shown limited improvement in the oral bioavailability of drugs. Therefore, researchers have proposed to use transporter-mediated nano-delivery systems to promote the oral absorption of drugs. The intestinal tract were highly expressed as a transporter for ingesting various nutrients(such as glucose, oligopeptides and bile acids), which was an excellent target of oral drug delivery system. Its substrate were modified on the nano-delivery system, and the loaded drugs could cross the intestinal barrier and enter the systemic circulation more efficiently through the targeting effect of transporters. At present, more and more evidences supported the potential of transporters in the field of oral drug delivery system. Therefore, this paper reviewed the research on intestinal transporters-mediated nano-delivery system to promote oral absorption of drugs, including the distribution of intestinal transporters, three strategies of transporter substrate modification, the transport properties of different types of transporters and their effects of mediating the nano-delivery system for promoting the oral absorption of drugs or treating diseases, with the aim of providing an important theoretical reference for the development of intestinal targeted nano-delivery systems.
7.2,6-dimethoxy-1,4-benzoquinone alleviates septic shock in mice by inhibiting NLRP3 inflammasome activation
Wei ZHANG ; Mengmeng DENG ; Yao ZENG ; Chenfei LIU ; Feifei SHANG ; Wenhao XU ; Haoyi JIANG ; Fengchao WANG ; Yanqing YANG
Journal of Southern Medical University 2024;44(6):1024-1032
Objective To investigate the mechanism of 2,6-dimethoxy-1,4-benzoquinone(DMQ),an active ingredients in fermented wheat germ extract,for inhibiting NLRP3 inflammasome activation and alleviating septic shock in mice.Methods Cultured murine bone marrow-derived macrophages(BMDM)stimulated with lipopolysaccharide(LPS)were treated with DMQ,followed by treatment with Nigericin,ATP,and MSU for activating the canonical NLRP3 inflammasome;the non-canonical NLRP3 inflammasome was activated by intracellular transfection of LPS,and AIM2 inflammasome was activated using Poly A:T.In human monocytic THP-1 cells,the effect of Nigericin on inflammasome activation products was examined using Western blotting and ELISA.Co-immunoprecipitation was performed to explore the mechanism of DMQ-induced blocking of NLRP3 inflammasome activation.In a male C57BL/6J mouse model of LPS-induced septic shock treated with 20 and 40 mg/kg DMQ,the levels of IL-1β and TNF-α in the serum and peritoneal lavage fluid were determined using ELISA,and the survival time of the mice within 36 h was observed.Results Treatment with DMQ effectively inhibited LPS-induced activation of canonical NLRP3 inflammasome in mouse BMDM and human THP-1 cells and also inhibited non-canonical NLRP3 inflammasome activation in mouse BMDM,but produced no significant effect on AIM2 inflammasome activation.DMQ significantly blocked the binding between ASC and NLRP3.In the mouse models of septic shock,DMQ treatment significantly reduced the levels of IL-1β in the serum and peritoneal fluid and obviously prolonged survival time of the mice.Conclusion DMQ can effectively block ASC-NLRP3 interaction to inhibit NLRP3 inflammasome activation and alleviate LPS-induced septic shock in mice.
8.Treatment status of tyrosine kinase inhibitor for newly-diagnosed chronic myeloid leukemia: a domestic multi-centre retrospective real-world study
Xiaoshuai ZHANG ; Bingcheng LIU ; Xin DU ; Yanli ZHANG ; Na XU ; Xiaoli LIU ; Weiming LI ; Hai LIN ; Rong LIANG ; Chunyan CHEN ; Jian HUANG ; Yunfan YANG ; Huanling ZHU ; Ling PAN ; Xiaodong WANG ; Guohui LI ; Zhuogang LIU ; Yanqing ZHANG ; Zhenfang LIU ; Jianda HU ; Chunshui LIU ; Fei LI ; Wei YANG ; Li MENG ; Yanqiu HAN ; Li'e LIN ; Zhenyu ZHAO ; Chuanqing TU ; Caifeng ZHENG ; Yanliang BAI ; Zeping ZHOU ; Suning CHEN ; Huiying QIU ; Lijie YANG ; Xiuli SUN ; Hui SUN ; Li ZHOU ; Zelin LIU ; Danyu WANG ; Jianxin GUO ; Liping PANG ; Qingshu ZENG ; Xiaohui SUO ; Weihua ZHANG ; Yuanjun ZHENG ; Qian JIANG
Chinese Journal of Hematology 2024;45(3):215-224
Objective:To retrospectively analyze the treatment status of tyrosine kinase inhibitors (TKI) in newly diagnosed patients with chronic myeloid leukemia (CML) in China.Methods:Data of chronic phase (CP) and accelerated phase (AP) CML patients diagnosed from January 2006 to December 2022 from 77 centers, ≥18 years old, and receiving initial imatinib, nilotinib, dasatinib or flumatinib-therapy within 6 months after diagnosis in China with complete data were retrospectively interrogated. The choice of initial TKI, current TKI medications, treatment switch and reasons, treatment responses and outcomes as well as the variables associated with them were analyzed.Results:6 893 patients in CP ( n=6 453, 93.6%) or AP ( n=440, 6.4%) receiving initial imatinib ( n=4 906, 71.2%), nilotinib ( n=1 157, 16.8%), dasatinib ( n=298, 4.3%) or flumatinib ( n=532, 7.2%) -therapy. With the median follow-up of 43 ( IQR 22-75) months, 1 581 (22.9%) patients switched TKI due to resistance ( n=1 055, 15.3%), intolerance ( n=248, 3.6%), pursuit of better efficacy ( n=168, 2.4%), economic or other reasons ( n=110, 1.6%). The frequency of switching TKI in AP patients was significantly-higher than that in CP patients (44.1% vs 21.5%, P<0.001), and more AP patients switched TKI due to resistance than CP patients (75.3% vs 66.1%, P=0.011). Multi-variable analyses showed that male, lower HGB concentration and ELTS intermediate/high-risk cohort were associated with lower cytogenetic and molecular responses rate and poor outcomes in CP patients; higher WBC count and initial the second-generation TKI treatment, the higher response rates; Ph + ACA at diagnosis, poor PFS. However, Sokal intermediate/high-risk cohort was only significantly-associated with lower CCyR and MMR rates and the poor PFS. Lower HGB concentration and larger spleen size were significantly-associated with the lower cytogenetic and molecular response rates in AP patients; initial the second-generation TKI treatment, the higher treatment response rates; lower PLT count, higher blasts and Ph + ACA, poorer TFS; Ph + ACA, poorer OS. Conclusion:At present, the vast majority of newly-diagnosed CML-CP or AP patients could benefit from TKI treatment in the long term with the good treatment responses and survival outcomes.
9.Progress in role of lipid metabolism disorders in diabetic neuropathy
Yanren ZHANG ; Tao WEI ; Yanqing WU
Chinese Journal of Pathophysiology 2024;40(9):1727-1735
Diabetic neuropathy is a common chronic complication of diabetes and is characterized by high in-cidence and disability rates.It is the result of various metabolic imbalances,including disorders of glucose metabolism,lipid metabolism,and insulin signaling abnormalities caused by insulin deficiency or resistance.The pathogenesis of dia-betic neuropathy is closely related to lipid metabolism disorders.Disorders of lipid metabolism,especially abnormal changes in fatty acids,sphingolipids and cholesterol,are key causal factors and new therapeutic targets for diabetic neu-ropathy.This article reviews the disorder of lipid metabolism under diabetic conditions,and its role and mechanism in the occurrence and development of diabetic neuropathy,with the aim of providing new ideas for diabetic neuropathy treatment.
10.Habitat model based on lung CT for predicting brain metastasis of lung adenocarcinoma with epidermal growth factor receptor mutation
Lijuan LIN ; Ying LIN ; Yanqing WU ; Xiang LIN ; Wei GUO ; Yang SONG ; Dehua CHEN
Chinese Journal of Interventional Imaging and Therapy 2024;21(7):408-413
Objective To observe the value of habitat model based on lung CT for predicting brain metastasis(BM)of lung adenocarcinoma with epidermal growth factor receptor(EGFR)mutation.Methods Data of plain lung CT of 198 lung adenocarcinoma patients with EGFR-mutant were retrospectively analyzed.The patients were divided into training set(n=138)and test set(n=60)at the ratio of 7∶3,and further divided into BM subgroup and non-BM subgroup in each set.Then a logistic regression(LR)clinical model was constructed using variables being statistically different between subgroups in training set.For features extracted from tumor and subregion of tumor,radiomics models and habitat models were constructed based on random forest,Gaussian process(GP)and support vector machine(SVM)algorithms,and the best radiomics and habitat models with generalization ability were screened.LR combined model was constructed based on the predicted values of the best radiomics and habitat models with generalization ability,as well as the clinical model.Then receiver operating characteristic curves were drawn,and the area under the curves(AUC)were calculated to evaluate the efficacy of each model for predicting BM of lung adenocarcinoma with EGFR-mutant.Spearman correlation analysis was performed to observe the correlations between Ki-67 and habitat features of lung adenocarcinoma with EGFR-mutant.Results AUC of LR clinical model,GP radiomics model,SVM habitat model and LR combined model for predicting BM of lung adenocarcinoma with EGFR-mutant was 0.700,0.726,0.801 and 0.834 in training set,0.754,0.600,0.715 and 0.848 in test set,respectively.AUC of LR combined model was higher than that of LR clinical model in training set(P<0.001),also higher than that of GP radiomics model in test set(P=0.010).Compared with GP radiomics model and SVM habitat model,the performance of LR combined model was significantly and positively improved in training set(integrated discrimination improvement index[IDI]=8.60%,8.55%,both P<0.001).Ki-67 level of EGFR-mutant lung adenocarcinoma was lowly and positively correlated with habitatmap_original_glszm_lalgle extracted from habitat map(│rs│=0.201,P=0.004).Conclusion The habitat model based on lung CT could be used to predict BM of lung adenocarcinoma with EGFR-mutant effectively.

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