1.A VBM study on gray matter structure alterations in patients with Alzheimer’s disease comorbid with apathy
Yi JI ; Xuerui PANG ; Chaoyi YANG ; Yulong DAI ; Shanshan ZHOU ; Xingqi WU ; Kai WANG
Acta Universitatis Medicinalis Anhui 2026;61(1):156-162
ObjectiveTo investigate the characteristics of gray matter structure and clinical symptoms in patients with Alzheimer's disease (AD) comorbid with apathy (AD-A). MethodsThe study included 30 patients with AD-A, 30 AD disease patients without apathy (AD without apathy, AD-NA), and 30 healthy controls (HCs) matched in gender, age, and years of education. All participants underwent a comprehensive neuropsychological assessment and magnetic resonance imaging (MRI) scans. Voxel-based morphometry (VBM) was used to analyze changes in gray matter volume among the three groups. Additionally, the correlation between the identified abnormal brain regions and apathy scale scores was analyzed. ResultsThere were no statistically significant differences among the three groups in terms of age, gender, years of education, or total intracranial volume. Compared with the HCs group, both the AD-A and AD-NA groups showed significantly lower scores in cognitive function (P<0.001). The AD-A group exhibited significantly higher apathy scale scores compared with the AD-NA group (P<0.001). Compared with the AD-NA group, the AD-A group showed reduced gray matter volume in the bilateral caudate nucleus, left orbitofrontal cortex, lingual gyrus, inferior frontal gyrus, superior frontal gyrus, entorhinal cortex, right middle frontal gyrus and posterior cingulate cortex (FWE-corrected, P<0.05 for all). Compared with the HCs group, the AD-A group exhibited reduced gray matter volume in the bilateral middle temporal gyrus, left fusiform gyrus, calcarine sulcus, postcentral gyrus, right inferior frontal gyrus and supramarginal gyrus (FWE-corrected, P<0.05 for all). Compared with the HCs group, the AD-NA group showed reduced gray matter volume in the left precuneus, inferior temporal gyrus, and right inferior temporal gyrus (FWE-corrected, P<0.05 for all). In the AD-A group, changes in the gray matter volume of the left caudate nucleus (r= -0.557, P=0.002) and right middle frontal gyrus (r=-0.620, P=0.001) were negatively correlated with the apathy evaluation scale (AES) scores. ConclusionPatients in the AD-A group exhibited significant atrophy in the frontal-temporal-basal ganglia circuit, and the degree of gray matter atrophy was correlated with the severity of apathy.
2.Mechanisms of Improving Hippocampal Synaptic Plasticity Through GLP-1/GLP-1r Pathway to Alleviate Anxiety and Depression-like Behaviors in Chronic Restraint Stress Rats by Xiaoyaosan
Hao WANG ; Yanan YAN ; Jiepeng WANG ; Chaoyi FANG ; Fang FANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(2):34-42
ObjectiveTo observe the effects of Xiaoyaosan on glucagon-like peptide-1 (GLP-1)/GLP-1 receptor (GLP-1r) and protein kinase A (PKA)/cAMP response element binding protein (CREB)/brain-derived neurotrophic factor (BDNF) signaling pathways in the hippocampal CA1 region of rats under chronic restraint stress (CRS),and to explore the mechanism of this formula to alleviate anxiety and depression-like behaviors. Methods40 specific pathogen-free male Sprague-Dawley (SD) rats were randomly divided into normal,model,Xiaoyaosan,and fluoxetine groups,with 10 rats in each group. CRS was used to induce anxiety and depression-like behaviors. The rats in the Xiaoyaosan group were gavaged with aqueous solution of traditional Chinese medicine formula granules (7.36 g·kg-1·d-1),while those in the fluoxetine group were gavaged with aqueous solution of fluoxetine (2 mg·kg-1·d-1). Body weight was measured on days 0,7,14,and 21 of the experiment. On days 0 and 22 of the experiment,the sucrose preference test (SPT),forced swimming test (FST),and open field test (OFT) were performed. The pathological morphology of the hippocampal CA1 region was observed by Nissl staining. The relative mRNA expression of post-synaptic density protein-95 (PSD95) and synapsin (SYP) was detected by reverse transcription quantitative real-time polymerase chain reaction. Immunohistochemistry and Western blot were used to detect expression of proteins in the GLP-1/GLP-1r and PKA/CREB/BDNF pathways in the hippocampal CA1 region. ResultsAfter CRS modeling,compared with the normal group,the rats of the model group had anxiety and depression-like behavioral manifestations,neuronal damage in the hippocampal CA1 region,significantly downregulated expression of synaptic plasticity markers PSD95 and SYP genes (P<0.01),and inhibition of GLP-1/GLP-1r and PKA/CREB/BDNF signaling pathways (P<0.05,P<0.01). Compared with the model group,the Xiaoyaosan group exhibited alleviated anxiety and depression-like behaviors,reduced neuronal damage in the hippocampal CA1 region, significantly increased expression of PSD95 and SYP genes (P<0.01),and the activation of the GLP-1/GLP-1r and PKA/CREB/BDNF signaling pathways (P<0.05,P<0.01). ConclusionXiaoyaosan can alleviate anxiety and depression-like behaviors in CRS rats by improving synaptic plasticity in the hippocampal CA1 region. The mechanisms may be related to the activation of the GLP-1/GLP-1r pathway and its mediated PKA/CREB/BDNF signaling pathway by the formula.
3.Potential target genes for spondylolisthesis:drugable genome analysis based on the European population-based biodatabase
Qingfeng ZHANG ; Chaoyi WANG ; Jingyan YANG ; Hanyu LI ; Yuyang ZHAO ; Huatao HAO ; Dong YU
Chinese Journal of Tissue Engineering Research 2026;30(6):1592-1601
BACKGROUND:Spondylolisthesis is a common disease,and there is a lack of effective drugs to treat it.There is still a need to further define the pathogenesis and screen out more suitable therapeutic targets for spondylolisthesis.Mendelian randomization analysis can be used to explore the drugable genes associated with spondylolisthesis and provide valuable guidance for the development of more effective and targeted therapeutic drugs.OBJECTIVE:To explore potential therapeutic targets and effective drugs for spondylolisthesis by means of pharmaceutically available genome-wide Mendelian randomization analysis.METHODS:Using the Finnish database,eQTLGen consortium,drug signature database,drug-gene interaction database,protein-protein interaction database,organic small molecule biological activity database and protein structure database,which contains genome and health information of half a million Finns,data on druggable genes were subjected to two-sample Mendelian randomization analysis and co-localization analysis with data from genome-wide association studies of spondylolisthesis to identify genes highly associated with spondylolisthesis.In addition,GO and KEGG enrichment analysis,protein network construction,drug prediction and molecular docking were performed to provide valuable guidance for the development of more effective and targeted therapeutic agents.RESULTS AND CONCLUSION:In this study,we identified 34 potential drug target genes that were significantly associated with spondylolisthesis,particularly the gene APOBEC3G.This gene showed a significant association with spondylolisthesis outcomes through Mendelian analysis and co-localization analysis,suggesting that APOBEC3G may be a priority therapeutic target.As for other potential mechanisms and drugs,we still need to conduct more in-depth research to determine their roles.This study used a database from a European population,which can be used as a reference for the study of population genetics in China.
4.Potential target genes for spondylolisthesis:drugable genome analysis based on the European population-based biodatabase
Qingfeng ZHANG ; Chaoyi WANG ; Jingyan YANG ; Hanyu LI ; Yuyang ZHAO ; Huatao HAO ; Dong YU
Chinese Journal of Tissue Engineering Research 2026;30(6):1592-1601
BACKGROUND:Spondylolisthesis is a common disease,and there is a lack of effective drugs to treat it.There is still a need to further define the pathogenesis and screen out more suitable therapeutic targets for spondylolisthesis.Mendelian randomization analysis can be used to explore the drugable genes associated with spondylolisthesis and provide valuable guidance for the development of more effective and targeted therapeutic drugs.OBJECTIVE:To explore potential therapeutic targets and effective drugs for spondylolisthesis by means of pharmaceutically available genome-wide Mendelian randomization analysis.METHODS:Using the Finnish database,eQTLGen consortium,drug signature database,drug-gene interaction database,protein-protein interaction database,organic small molecule biological activity database and protein structure database,which contains genome and health information of half a million Finns,data on druggable genes were subjected to two-sample Mendelian randomization analysis and co-localization analysis with data from genome-wide association studies of spondylolisthesis to identify genes highly associated with spondylolisthesis.In addition,GO and KEGG enrichment analysis,protein network construction,drug prediction and molecular docking were performed to provide valuable guidance for the development of more effective and targeted therapeutic agents.RESULTS AND CONCLUSION:In this study,we identified 34 potential drug target genes that were significantly associated with spondylolisthesis,particularly the gene APOBEC3G.This gene showed a significant association with spondylolisthesis outcomes through Mendelian analysis and co-localization analysis,suggesting that APOBEC3G may be a priority therapeutic target.As for other potential mechanisms and drugs,we still need to conduct more in-depth research to determine their roles.This study used a database from a European population,which can be used as a reference for the study of population genetics in China.
5.Luotong Xianrong Yin Inhibits Pulmonary Injury in Idiopathic Pulmonary Fibrosis Rats by Regulating STAT3/HIF-1α-mediated Glycolysis
Dongna LI ; Hao WANG ; Chaoyi FANG ; Jiepeng WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(4):118-125
ObjectiveTo investigate the characteristics and potential mechanisms of Luotong Xianrong Yin (LTXRY) in improving lung injury in rats with idiopathic pulmonary fibrosis (IPF) by regulating glycolysis. MethodsForty specific pathogen-free (SPF) Sprague-Dawley (SD) rats were randomly divided into a sham-operated group (10 mL·kg-1), model group (10 mL·kg-1), LTXRY group (15.18 g·kg-1), and nintedanib group (0.1 g·kg-1), with 10 rats in each group. The IPF rat model was established by intratracheal instillation of bleomycin. After 28 days of gavage intervention, pulmonary function was assessed. Lung pathological changes were observed by hematoxylin-eosin (HE) and Masson staining. Enzyme-linked immunosorbent assay (ELISA) was used to determine the levels of inflammatory factors, including tumor necrosis factor-α (TNF-α), interleukin (IL)-1β, and IL-6, in lung tissue. Chemiluminescence assays were employed to detect lactate content and lactate dehydrogenase activity in lung tissue. Western blot was used to measure the protein expression of transforming growth factor-β1 (TGF-β1), CollagenⅠ and CollagenⅢ to evaluate collagen deposition, as well as hexokinase 2 (HK2), pyruvate kinase M2 (PKM2), and 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase 3 (PFKFB3) to assess glycolysis levels. Network pharmacology was applied to analyze the potential targets and signaling pathways of LTXRY in IPF, and molecular docking was conducted to evaluate the binding energy between active components and potential targets. Western blot was further used to detect the expression of target- and pathway-related proteins. ResultsCompared with the sham-operated group, rats in the model group showed significantly increased main airway resistance (Rn) and respiratory system resistance (Rrs), and significantly decreased respiratory system compliance (Crs). Inflammatory infiltration and collagen deposition were observed in lung tissue, with significantly increased levels of TNF-α, IL-1β, and IL-6, as well as elevated protein expression of TGF-β1, CollagenⅠ and CollagenⅢ. Lactate content, lactate dehydrogenase activity, and the protein expression of HK2, PKM2, and PFKFB3 in lung tissue were significantly increased. Network pharmacology analysis indicated that signal transducer and activator of transcription 3 (STAT3) was a key target of LTXRY in IPF, and hypoxia-inducible factor-1 (HIF-1) was a critical signaling pathway. The expression levels of phosphorylated STAT3 (p-STAT3) and HIF-1α in lung tissue were significantly higher than those in the sham-operated group. Compared with the model group, rats in the LTXRY group showed significantly decreased Rn and Rrs and significantly increased Crs. Lung inflammatory infiltration and collagen deposition were markedly alleviated, with significantly reduced levels of TNF-α, IL-1β, and IL-6, and decreased protein expression of TGF-β1, CollagenⅠ and CollagenⅢ. Lactate content, lactate dehydrogenase activity, and the protein expression of HK2, PKM2, and PFKFB3 were significantly decreased, accompanied by markedly reduced expression of p-STAT3 and HIF-1α. ConclusionLTXRY alleviates lung tissue injury in IPF rats by regulating glycolysis mediated by the STAT3/HIF-1α signaling pathway.
6.Causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration
Renjun HUANG ; Jingyan YANG ; She MA ; Chaoyi WANG ; Yuyang ZHAO ; Dong YU
Chinese Journal of Tissue Engineering Research 2025;29(2):322-330
BACKGROUND:Observational studies have shown that intervertebral disc degeneration affects sedentary and physical activity levels;however,the causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration is unclear. OBJECTIVE:To explore the causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration using the Mendelian randomization method. METHODS:Five features associated with behavioral correlations in the Oswestry disability index score,including time spent watching TV,time spent on the computer,and light/moderate/vigorous physical activity,were selected from large-scale population-based genome-wide association studies,and instrumental variables were extracted for each of these behaviorally related features.Mendelian randomization analyses were performed in conjunction with the extraction of intervertebral disc degeneration as an outcome from the Finn Gen latest version 9 database.The results were analyzed using the inverse variance weighted,MR-Egger regression,simple mode,weighted mode,weighted median estimator,and regression model odds ratios(OR)and 95%confidence interval(CI)to assess the causal relationship between sedentary and physical activity levels in the Oswestry disability index scoring and intervertebral disc degeneration.Cochran's Q was used to test for heterogeneity,MR-Egger intercept to test for multiplicity,and leave-one-out to test the sensitivity of single nucleotide polymorphisms to the causal relationship between exposure factors and disc degeneration. RESULTS AND CONCLUSION:The results of the Mendelian randomization analysis using inverse variance weighted method showed a positive causal association between time spent watching TV/on the computer and the risk of intervertebral disc degeneration(OR=1.775,95%CI:1.418-2.221,P<0.001)/(OR=1.384,95%CI:1.041-1.839,P<0.001),an inverse causal association between light physical activity and the risk of intervertebral disc degeneration(OR=1.000,95%CI:0.999-1.000,P=0.020).MR-Egger intercept analysis indicated there was potential horizontal polytropy between light physical activity and intervertebral disc degeneration(P=0.005),while there was no horizontal pleiotropy between time spent watching TV,time spent on the computer and intervertebral disc degeneration(P=0.521,P=0.851).Cochran's Q analysis showed that heterogeneity was observed between time spent watching TV,time spent on the computer and intervertebral disc degeneration(P=3.33×10-11,P=0.001),and no significant heterogeneity was observed between light physical activity and intervertebral disc degeneration(P=0.186).Overall,there is a bidirectional causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration,i.e.,not only does intervertebral disc degeneration affect sedentary and physical activity levels in the Oswestry disability index score,but sedentary and physical activity levels in the Oswestry disability index score also affect intervertebral disc degeneration.These findings add to the genetic evidence for a positive effect of light physical activity on intervertebral disc degeneration,indicate that moderate/vigorous physical activity shows no significant causal relationship with intervertebral disc degeneration,and expand the evidence base for sedentary behaviors such as prolonged time spent watching TV/on the computer as a risk factor for intervertebral disc degeneration.
7.Discussion on Syndrome Differentiation and Treatment of Post-stroke Depression from the View of"Heart-Blood-Vessels"Integration
Chaoyi WANG ; Zijun HAO ; Xiangyu LONG
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(5):1266-1271
Post-stroke depression(PSD)is one of the commonly-seen complications after stroke,which seriously affects patients'quality of life and outcome of disease.Traditional Chinese medicine(TCM)classifies PSD as the co-morbidity of stroke and depression.This paper explored the pathogenesis and therapeutic principles of PSD from the view of"heart-blood-vessels"integration.It is proposed that PSD originates from the lesions of blood and vessels,and then the heart-body is involved;the lesions of heart,blood and vessels can cause the disorders of spirit.The core pathogenesis is due to the deficiency of heart qi,unsmoothed circulation of the vessels,and blood stasis causing depression of spirit.The principle of intervention of PSD should be focused on protecting vessels and regulating blood,nourishing heart and tranquilizing.Protecting vessels can be achieved by generating vessels,soothing vessels,and unblocking vessels through the application of Shengmai San,Zhi Gancao Decoction,and Tongmai Sini Decoction respectively.Regulating blood can be achieved by activating blood and generating blood.For activating blood,Danshen Decoction and Xuefu Zhuyu Decoction can be employed;for generating blood,Bazhen Decoction,Renshen Yangrong Decoction and Danggui Buxue Decoction can be employed.For nourishing heart and tranquilizing,the modified Gan Mai Dazao Decoction and Guipi Decoction can be employed.The view of"heart-blood-vessels"integration makes up for the disadvantages in separating the physique from the spirit,and in separating the structure from the function in the theory of the vessels and collaterals,and expands the approach of TCM treatment for PSD.
8.Bugansan Regulates R-spondin1/Wnt3a-mediated Intestinal Injury to Ameliorate Digestion and Absorption Dysfunction in Rat Model of Aging Induced by D-galactose
Yixuan WANG ; Ran HUO ; Jin TIAN ; Fang FANG ; Na LIU ; Jiepeng WANG ; Chaoyi FANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(9):19-27
ObjectiveTo elucidate the correlation between alterations in digestion and absorption functions and hepatic deficiency states in aging rats based on the R-spondin1/Wnt3a signaling pathway, and reveal the intervention mechanism of Bugansan. MethodsForty-eight SPF-grade male SD rats were randomly assigned to six groups: blank control, model, low-, medium-, and high-dose (7.03, 14.06, 28.12 g·kg-1, respectively) Bugansan, and vitamin E (suspension, 27 mg·kg-1), with 8 rats in each group. The rat model of aging was established by intraperitoneal injection of D-galactose (400 mg·kg-1), while the blank control group was injected with normal saline. Since the day of modeling, rats in intervention groups received corresponding agents by gavage, and those in blank control and model groups received an equal volume of normal saline (10 mL·kg-1). General biological features such as fur color, activity, body mass, water intake, and food intake were observed. Meanwhile, the content of malondialdehyde (MDA) and the activities of superoxide dismutase (SOD) and glutathione peroxidase (GSH-Px) in the serum were measured to assess aging. Grip strength and the content of total bile acids (TBA) and the activity of α-amylase (AMY) in the serum were measured to evaluate hepatic deficiency states. The activity of β-galactosidase (β-gal) in the duodenum was measured to evaluate intestinal senescence. The levels of glucagon-like peptide-1 (GLP-1), vasoactive intestinal peptide (VIP), and D-xylose in the serum were determined to assess digestion and absorption functions of the small intestine. Hematoxylin-eosin staining was conducted to observe pathological changes of the duodenum to assess the small intestine damage. Immunohistochemical staining was employed to visualize the expression of B-cell-specific Moloney murine leukemia virus integration site 1 (Bmi1) and leucine-rich repeat-containing G protein-coupled receptor 5 (Lgr5) in the duodenal tissue. Moreover, Real-time quantitative polymerase chain reaction (Real-time PCR) was utilized to quantify the mRNA levels of Ki67, Bmi1, and Lgr5 to assess proliferation and regeneration of the small intestine. Additionally, the mRNA levels of R-spondin1, Wnt3a, β-catenin, and glycogen synthase kinase-3β (GSK-3β) and the protein levels of R-spondin1, Wnt3a, β-catenin, and phosphorylated GSK-3β (p-GSK-3β) in the duodenum were determined by Real-time PCR and Western blot, respectively, to analyze the mechanisms of intestinal digestion and absorption dysfunction in aging rats and the regulatory characteristics of Bugansan. ResultsCompared with blank control group, the model group showed decreases in body mass, water intake, food intake, grip strength, activities of SOD, GSH-Px, and AMY in the serum and content of GLP-1, VIP and D-xylose in the serum (P<0.05), increases in the content of MDA and TBA in the serum and β-gal activity in the duodenum (P<0.05), reductions in villus length, villus width, crypt depth, and villi/crypt (V/C) value, down-regulated mRNA and protein levels of Ki67, Lgr5, Bmi1, R-spondin1, Wnt3a, β-catenin, and up-regulated level of GSK-3β, phosphorylation (p)-GSK-3β (P<0.05). Compared with the model group, Bugansan increased the body mass, water intake, food intake, grip strength, and activities of SOD, GSH-Px, and AMY and levels of GLP-1, VIP and D-xylose in the serum (P<0.05), while decreasing the content of MDA and TBA in the serum and β-gal activity in the duodenum (P<0.05). Furthermore, Bugansan increased the villus length, villus width, crypt depth, and V/C value, up-regulated the mRNA and protein levels of Ki67, Lgr5, Bmi1, R-spondin1, Wnt3a, β-catenin, and down-regulated the level of GSK-3β and p-GSK-3β (P<0.05). ConclusionAging rats exhibit obvious impairments in digestion and absorption functions, accompanied by a state of hepatic deficiency. The traditional Chinese medicine approach of tonifying liver Qi effectively ameliorates aging-related changes by modulating the R-spondin1/Wnt3a signaling pathway to mitigate intestinal senescence and enhance digestion and absorption functions, ultimately contributing to the delay of aging.
9.Luotong-Xianrong Yin improves lung function in rats with idiopathic pulmonary fibrosis by inhibiting PERK/eIF2α-mediated endoplasmic re-ticulum stress
Hao WANG ; Yanan YAN ; Jiepeng WANG ; Chaoyi FANG ; Fang FANG
Chinese Journal of Pathophysiology 2025;41(8):1523-1531
AIM:To investigate the mechanism of Luotong-Xianrong Yin(LTXRY)in regulating endoplasmic reticulum stress(ERS)to improve lung function of rats with idiopathic pulmonary fibrosis(IPF).METHODS:Forty-eight SPF male SD rats were randomly divided into sham group,model group,LTXRY group and nintedanib group,with 12 rats in each group.The IPF rat model was prepared by intratracheal infusion of bleomycin.The rats in LTXRY group were gavaged with aqueous solution of Chinese medicine formula granules,while the rats in nintedanib group were gavaged with aqueous solution of nintedanib.Lung function was detected by awake and unrestrained animal lung function test sys-tem.The pathomorphologic change in lung tissue was observed by HE and Masson staining.The expression of α-smooth muscle actin(α-SMA)was observed by immunohistochemical(IHC)staining,and the expression of vimentin was detect-ed by Western blot.The expressions of Bax,Bcl2,cleaved caspase-3,and PERK/eIF2α signal pathway related proteins were detected by Western blot.RESULTS:Abnormal lung function and fibrotic-like changes in lung tissue were present in rats in the IPF state.After the intervention of LTXRY,the lung function of IPF rats was significantly improved(P<0.01),the degree of lung tissue damage was significantly reduced(P<0.01),the expressions of apoptosis-related pro-teins,Bax and cleaved caspase-3,were significantly decreased(P<0.05 or P<0.01),while the expression of Bcl2 was significantly increased(P<0.05).Moreover,the ERS signal pathway,PERK/eIF2α,was significantly inhibited(P<0.05 or P<0.01).CONCLUSION:LTXRY could improve lung function in IPF rats by regulating cell apoptosis,and the mechanism may be related to inhibit endoplasmic reticulum stress.
10.Overview of the Design and Development of Traditional Chinese Medicine Tongue Diagnosis Equipment
Yakun ZHANG ; Zilong CUI ; Shuo ZHAO ; Yasong FENG ; Shuo WANG ; Dan WANG ; Chaoyi FANG ; Shaoxian WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(6):1742-1749
Traditional Chinese medicine(TCM)tongue diagnosis has obvious advantages,but its strong subjectivity,susceptibility to environmental influences,and lack of a unified standard greatly affect the objectivity and accuracy of diagnostic results,and it is difficult to integrate into the modern scientific system.Therefore,developing tongue diagnosis equipment to objectively and normatively extract tongue image information,and simulating human brain thinking to construct an objective diagnostic model of TCM tongue image-disease syndrome,and promoting the quantitative and intelligent research of TCM tongue diagnosis have become the trend of future development.This article reviews the research status and application prospects of TCM tongue diagnosis equipment,in order to provide methodological references and research ideas for the research and application of this field.

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