1.Mechanism of depression-like behavior in chronic social defeat stress mice based on high-throughput sequencing
Di ZHANG ; Jun ZHAO ; Guangyue MA ; Hui SUN ; Rong JIANG
Chinese Journal of Tissue Engineering Research 2026;30(5):1139-1146
BACKGROUND:Stress-induced damage to hippocampal neurons may underlie abnormalities in neuronal structure and function,ultimately leading to mood disorders.G protein-coupled receptors in brain tissue play an important role in mood regulation.OBJECTIVE:To analyze the mechanism of depression-like behavior in chronic social defeat stress mice based on high-throughput sequencing and bioinformatics analysis.METHODS:C57BL/6J mice were randomly divided into control group and model group.There was no special treatment in the control group,while a mouse model of chronic social defeat stress was established in the model group.Depression-like behavior was assessed through the sucrose preference test,tail suspension test,and forced swim test.Anxiety behavior was evaluated using the elevated plus-maze,while social behavior was measured through the social interaction test.Cognitive function was assessed with the Y-maze spontaneous alternation test.Immunofluorescence staining was performed to quantify microglia markers in the mouse hippocampus,and Nissl staining was used to examine neuronal damage in mice.High-throughput sequencing was used to identify differentially expressed genes and gene enrichment in the mouse hippocampus,and qPCR was used to measure the expression of G protein-coupled receptors in the mouse hippocampus.RESULTS AND CONCLUSION:(1)Compared with the control group,chronic social defeat stress mice showed significant behavioral impairments,including increased anxiety,depression,and cognitive deficits.(2)Additionally,the Nissl body light density in hippocampal neurons was significantly reduced in chronic social defeat stress mice.(3)Sequencing results revealed synaptic damage in the neurons after chronic social defeat stress.Microglia activation was also markedly increased in the hippocampus of CSDS mice.Furthermore,the expression of G protein-coupled receptors in the hippocampus was significantly higher in chronic social defeat stress mice compared with the control group.These findings suggest that chronic social defeat stress induces anxiety,depression,and cognitive deficits in mice,accompanied by neuropathological changes in the hippocampus,and that altered G protein-coupled receptors expression may play a key role in these behavioral and neuropathological changes.
2.Mechanism of depression-like behavior in chronic social defeat stress mice based on high-throughput sequencing
Di ZHANG ; Jun ZHAO ; Guangyue MA ; Hui SUN ; Rong JIANG
Chinese Journal of Tissue Engineering Research 2026;30(5):1139-1146
BACKGROUND:Stress-induced damage to hippocampal neurons may underlie abnormalities in neuronal structure and function,ultimately leading to mood disorders.G protein-coupled receptors in brain tissue play an important role in mood regulation.OBJECTIVE:To analyze the mechanism of depression-like behavior in chronic social defeat stress mice based on high-throughput sequencing and bioinformatics analysis.METHODS:C57BL/6J mice were randomly divided into control group and model group.There was no special treatment in the control group,while a mouse model of chronic social defeat stress was established in the model group.Depression-like behavior was assessed through the sucrose preference test,tail suspension test,and forced swim test.Anxiety behavior was evaluated using the elevated plus-maze,while social behavior was measured through the social interaction test.Cognitive function was assessed with the Y-maze spontaneous alternation test.Immunofluorescence staining was performed to quantify microglia markers in the mouse hippocampus,and Nissl staining was used to examine neuronal damage in mice.High-throughput sequencing was used to identify differentially expressed genes and gene enrichment in the mouse hippocampus,and qPCR was used to measure the expression of G protein-coupled receptors in the mouse hippocampus.RESULTS AND CONCLUSION:(1)Compared with the control group,chronic social defeat stress mice showed significant behavioral impairments,including increased anxiety,depression,and cognitive deficits.(2)Additionally,the Nissl body light density in hippocampal neurons was significantly reduced in chronic social defeat stress mice.(3)Sequencing results revealed synaptic damage in the neurons after chronic social defeat stress.Microglia activation was also markedly increased in the hippocampus of CSDS mice.Furthermore,the expression of G protein-coupled receptors in the hippocampus was significantly higher in chronic social defeat stress mice compared with the control group.These findings suggest that chronic social defeat stress induces anxiety,depression,and cognitive deficits in mice,accompanied by neuropathological changes in the hippocampus,and that altered G protein-coupled receptors expression may play a key role in these behavioral and neuropathological changes.
3.Traditional Chinese Medicine Regulates Related Signaling Pathways to Prevent and Control Breast Cancer and Precancerous Lesions: A Review
Yifei ZENG ; Di ZHAO ; Junyue WANG ; Mengjie WANG ; Yubo GUO ; Yu ZHOU ; Dongxiao ZHANG ; Wenjie ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(5):290-301
Breast cancer has become the malignant tumor with the highest incidence rate among women, seriously threatening the life and health of women all over the world. The pathogenic factors and development mechanisms of breast cancer are complex and diverse. The development of breast cells from ordinary hyperplasia to atypical hyperplasia, and from pre-cancerous lesions to cancerous lesions, is a long-term progressive process. Therefore, early screening and prevention of breast cancer is particularly important. Western medicine has a relatively mature treatment program for breast cancer, which is mainly based on surgery and systemic treatment, whereas the ensuing complications and adverse reactions often bring a heavy burden to patients. For the precancerous lesions of breast cancer, surgery is also the mainstay of treatment. In recent years, traditional Chinese medicine (TCM) has increasingly highlighted its advantages in the prevention and treatment of breast cancer. Increasing studies have shown that in the prevention and treatment of breast cancer and pre-cancerous lesions, TCM compound prescriptions, single herbs or herb pairs, and active components are able to regulate a variety of intracellular signaling pathways through multi-targets to inhibit the proliferation and invasion, promote the apoptosis and autophagy of tumor cells, and regulate the cell cycle and the immune microenvironment, thus exerting anti-tumor effects. At the same time, they can significantly attenuate the toxic side effects of radiotherapy and drug resistance of patients. However, the specific mechanisms of TCM in the prevention and treatment of breast cancer and precancerous lesions have not been fully clarified. The available studies are tanglesome regarding the TCM inhibition of tumor development through the regulation of classical signaling pathways such as phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt)/mammalian target of rapamycin (mTOR), Wnt/β-catenin, and Notch, which still need to be verified by a large number of clinical and experimental studies. Therefore, this paper reviews the research progress in the prevention and treatment of breast cancer and precancerous lesions by TCM through interfering with the relevant signaling pathways in recent years, aiming to summarize the possible mechanisms of TCM in the prevention and treatment of breast cancer and provide references for subsequent studies.
4.Association of sex hormone levels with all-cause mortality in males: a study based on NHANES
Jiahao WANG ; Shan JIANG ; Yilin ZHAO ; Haolin LI ; He ZHANG ; Di ZHU ; Jinzhi WANG ; Junqi WANG ; Peng GE
Journal of Modern Urology 2026;31(1):33-41
Objective To investigate the association of serum total testosterone(TT),free testosterone(FT),sex hormone-binding globulin(SHBG),and estradiol(E_2)with all-cause mortality rate(AMR)in males and to evaluate their predictive value. Methods Based on data from the National Health and Nutrition Examination Survey(NHANES)cycles(1999—2004 and 2013—2016),the relationships between different sex hormones and AMR was analyzed with Cox proportional hazards regression models. The dose-response relationships between different sex hormones and male AMR were assessed with restricted cubic splines(RCS). The predictive performances of different sex hormones for male AMR were compared with receiver operating characteristic(ROC)curves and the area under the curve(AUC). The survival differences across varying sex hormone levels were evaluated with Kaplan-Meier survival curves and log-rank tests. Results This study involved 3632 adult male participants with a median follow-up of 6.5 years,during which 320 AMR occurred(8.8%). Cox univariate analysis indicated that TT,FT and SHBG were risk factors for AMR(P<0.001). Cox multivariate analysis revealed that FT and SHBG were independent risk factors for AMR(FT:HR=0.90,95%CI:0.86-0.94; SHBG:HR=1.01,95%CI:1.01-1.02). RCS revealed a U-shaped nonlinear relationship between TT,FT and AMR(P<0.001); SHBG showed a positive dose-response relationship with AMR(P<0.001). The AUCs of FT predicting the 5-year,10-year,and 15-year AMR were 0.78(95%CI:0.73-0.82),0.80(95%CI:0.76-0.84),and 0.84(95%CI: 0.80-0.88),respectively,significantly outperforming other indicators. Subgroup analysis revealed that FT was negatively correlated with male AMR,but this association was modulated by age,race,smoking status and diabetes status(P_(interaction)<0.05). Kaplan-Meier survival analysis showed that different levels of TT and FT(Q1-Q4)were significantly positively correlated with survival rate(P<0.001),while different levels of SHBG were significantly negatively correlated with survival rate,with patients in the Q4 group having the highest risk of death(P<0.001). Conclusion Based on US NHANES,studies have shown that the FT and SHBG are independent risk factors for male AMR,and FT demonstrates greater predictive value for male AMR than TT.
5.Pollution status and health risk assessment of PM2.5-bound polycyclic hydrocarbons in Yanta District of Xi’an from 2023 to 2024
Minjuan WANG ; Di ZHAO ; Sicen LIU ; Nan ZHANG ; Lei CAO ; Ticao ZHOU
Journal of Environmental and Occupational Medicine 2026;43(6):730-738
Background Polycyclic aromatic hydrocarbons (PAHs) readily adsorb onto the surface of fine particulate matter (PM2.5) and are representative components of organic pollutants in the atmosphere. PAHs are known for their significant carcinogenic, teratogenic, and mutagenic toxicity, and long-term exposure to PAHs has adverse effects on human health. Objective To investigate the concentration, composition, and pollution sources of 16 priority PAHs in PM2. 5 of Yanta District, Xi'an, and to evaluate the associated health risks. Methods PM2.5 samples were collected from March 2023 to February 2024. The concentrations of 16 PAHs (ΣPAHs) were determined by high performance liquid chromatography (HPLC). Diagnostic ratios (DR) and positive matrix factorization (PMF) were used to identify the sources of PAHs. Pearson correlation analysis was applied to examine the relationship between PAHs concentrations and meteorological factors. Furthermore, the toxicity of individual PAHs was converted into benzo[a]-pyrene (BaP) toxicity equivalents to calculate the toxicity of total PAHs. An incremental lifetime carcinogenic risk (ILCR) model was established to evaluate the health risks of PAHs inhalation across different demographic groups. Results The average concentration of ΣPAHs in PM2.5 of Yanta District, Xi'an followed a seasonal descending order: winter (15.71 ng·m−3) > spring (5.55 ng·m−3) > autumn (4.34 ng·m−3) > summer (1.47 ng·m−3). The relative abundances of PAHs in PM2.5 varied significantly by ring number, 4-ring PAHs accounted for the largest proportion, followed by 5-ring, 3-ring and 6-ring PAHs, while 2-ring PAHs were the least abundant. This ring distribution pattern remained consistent across seasons. The contribution rates of different emission sources to ΣPAHs concentration exhibited seasonal variations. Source apportionment revealed that industrial and traffic emissions were major contributors in spring; traffic emissions dominated in summer and autumn; and coal, natural gas, and biomass combustion were the predominant sources in winter. Correlation analysis showed that ΣPAHs concentration was highly positively correlated with atmospheric pressure and negatively correlated with temperature, but not significantly correlated with precipitation, wind speed, solar radiation, and relative humidity. The ILCR model indicated significant seasonal differences (winter > spring > autumn > summer) in inhalation health risks between adults and children, primarily due to variations in inhalation rates and body weight. Adults faced higher health risks than children across all seasons. Conclusion PAHs pollution in PM2.5 of Yanta District, Xi 'an is primarily driven by traffic emissions and the combustion of coal, natural gas, and biomass. PAHs concentrations are significantly influenced by meteorological factors, particularly air pressure, and temperature. Inhalation exposure poses distinct health risks to adults in winter. To effectively reduce ΣPAHs concentrations and mitigate air pollution, emission controls on winter coal combustion should be prioritized.
6.Mechanisms of Suanzaoren decoction in the treatment of insomnia via intestinal microecology regulation
Zhuojun DONG ; Ranran ZHAO ; Qichun ZHANG ; Zhongxing SONG ; Huaxu ZHU ; Yanru LIU ; Zhishu TANG
Science of Traditional Chinese Medicine 2026;4(3):225-231
Sleep disorders are a serious global health problem influenced by neuropsychiatric disorders, diseases, environment, diet, and other factors. Recent studies have revealed that gut microbes (GM) are closely associated with sleep. Their metabolites regulate circadian rhythms, neurotransmitter systems, and other physiological processes through the gut-brain axis, influencing brain homeostasis and contributing to the pathogenesis of insomnia. Suanzaoren decoction (SZRD) is a classic and well-known traditional Chinese medicine (TCM) prescription for the treatment of insomnia. Modern pharmacological research indicates that SZRD can maintain intestinal microbial homeostasis, regulate microbial metabolites, and safeguard the intestinal immune barrier. This review elucidates the pathophysiological interplay between sleep disorders and GM and summarizes the progress of research on SZRD in treating insomnia via the “microbes-gut-brain axis” by regulating intestinal microecology. It is expected to broaden the clinical application of TCM in insomnia treatment and provide a theoretical foundation for pharmacological innovation of classic TCM prescriptions.
7.A progressive discovery strategy for anti-Alzheimer’s drug identification: In vitro screening with an LPS-induced neuroinflammatory cell model and in vivo validation in 5xFAD mice
Junyi ZHOU ; Linna WANG ; Lianmei WANG ; Pengyue LI ; Yan ZHANG ; Yuheng WANG ; Yan RONG ; Lihua CHEN ; Huijun WANG ; Hongping HOU ; Xiaolu WEI ; Haiyu ZHAO
Science of Traditional Chinese Medicine 2026;4(3):255-269
Background: Alzheimer’s disease (AD) is the most prevalent neurodegenerative disorder. Cellular drug screening represents a key approach in the preclinical discovery of AD therapeutics. Moreover, selecting an appropriate cellular model is essential for exploring the mechanisms underlying AD pathogenesis. Objective: This study aimed to establish a progressive strategy integrating cell model construction, monomer evaluation, and effective component group-based drug discovery for the development of novel therapeutics targeting AD. Methods: A novel AD12 cell line stably expressing the double-transgenic genes amyloid precursor protein (APP)695/presenilin 1(PS1)-ΔE9 was first constructed and subjected to lipopolysaccharide (LPS) stimulation. The resulting LPS-induced neuroinflammatory response was characterized using metabolomic analysis. Subsequently, 16 alkaloids derived from traditional Chinese medicine(TCM) were screened with the LPS-AD12 cell model. Molecular docking was then performed to assess the binding affinity of benzoylaconitine (BAC) with APP and PS1 proteins. A targeted metabolomics approach focusing on amino acids and the tricarboxylic acid (TCA) cycle was applied to BAC-treated LPS-AD12 cells. Finally, aconite extract was administered to five-familial-AD-mutations(5xFAD) transgenic mice, and therapeutic efficacy was evaluated through phenotypic and metabolomic analyses. Results: LPS stimulation induced neuroinflammation in AD12 cells, characterized by elevated levels of interleukin-6, amyloid-β
(Aβ
), and PS1. The primary metabolic pathways affected in AD12 cells included alanine, aspartate, and glutamate metabolism, as well as arginine biosynthesis. Notably, BAC significantly reduced the levels of Aβ
and interleukin-6 in LPS-AD12 cells. Furthermore, molecular docking analyses revealed a strong binding affinity of BAC with APP and PS1 proteins. Targeted metabolomics analysis indicated that the pharmacological activity of BAC was primarily associated with its anti-inflammatory effects, modulation of the cholinergic signaling pathway, and regulation of energy metabolism. Behavioral experiments in 5xFAD mice, together with immunofluorescence assessments of brain tissues (amyloid-β, glial fibrillary acidic protein, and ionized calcium-binding adapter molecule 1), demonstrated that aconite extract treatment significantly alleviated AD-related symptoms. In addition, metabolomics-based mechanistic analyses revealed that serine, acetylcholine, ornithine, and gamma-aminobutyric acid exhibited consistent trends in both brain tissue and serum samples from treated mice. Conclusion: This study established a novel AD12 cell model and an effective, reliable LPS-induced cell-based screening system. Additionally, we proposed a new drug discovery strategy integrating cell model construction, monomer evaluation, and effective component group-based drug discovery. This screening system has the potential to accelerate the identification of anti-AD agents and provides a feasible framework for subsequent in-depth investigations into new drug development from TCM, thereby contributing to the modernization of TCM-derived therapeutics.
8.Liuwei Dihuangwan Reduces Valproic Acid-induced ASD-like Behaviors in Rats by Modulating mTOR-mediated Synaptic Plasticity in Prefrontal Cortex-hippocampus Circuit
Ji WU ; Niya YIN ; Lei OUYANG ; Siyu HE ; Fangyu PEI ; Ying XIE ; Fan LI ; Qian LEI ; Sha ZHAO ; Di ZHANG ; Qinquan ZHU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(22):1-11
ObjectiveTo investigate the effects of Liuwei Dihuangwan on mammalian target of rapamycin (mTOR)-mediated synaptic plasticity in the prefrontal cortex-hippocampus circuit in the rat model of valproic acid (VPA)-induced autism spectrum disorder (ASD) and to explore its potential mechanism for reducing behavioral abnormalities in ASD rats. MethodsThirteen SD pregnant rats were randomized into the VPA group (10 rats) and the control group (3 rats). On gestational day 13, the VPA group was intraperitoneally injected with VPA solution (600 mg·kg-1), while the control group was injected with an equal volume of normal saline. Male pups of 21 days old from both groups underwent behavioral tests to screen the ASD model rats (32 rats). These rats were then randomly assigned to the model (distilled water), vitamin D (1 480 U·kg-1), low-dose (0.75 g·kg-1) Liuwei Dihuangwan, and high-dose (1.5 g·kg-1) Liuwei Dihuangwan groups, and normal male pups were selected as the blank group (distilled water), with 8 rats in each group. Each group was treated with the corresponding drug or an equal volume of distilled water via gavage daily. After drug administration, behavioral tests were conducted again, followed by anesthesia and tissue collection. Nissl staining was carried out to observe the morphological changes of neurons in the prefrontal cortex and hippocampus. Transmission electron microscopy was used to observe changes in hippocampal synaptic structure. Immunohistochemistry and Western blot were employed to determine the expression of mTOR, phosphatidylinositol 3-kinase (PI3K), and protein kinase B (Akt) in the prefrontal cortex, as well as synaptophysin-1 (SYP-1), postsynaptic density 95 (PSD95), and N-methyl-D-aspartate receptors (NMDARs) in the hippocampus. ResultsCompared with the control group, the model group exhibited severe growth retardation and developmental deformities, with abnormal behavioral performance and pathological damage to neurons and synapses in the prefrontal cortex and hippocampus. Compared with the model group, all treatment groups showed reduced behavioral abnormalities and pathological damage to neurons and synapses in the prefrontal cortex and hippocampus, with the most significant effects in the high-dose Liuwei Dihuangwan group. Immunohistochemistry and Western blotting results showed that compared with the control group, the model group exhibited significantly increased protein levels and phosphorylation ratios of p-mTOR, p-Akt, and p-PI3K in the prefrontal cortex (P<0.05, P<0.01), and decreased protein levels of SYP-1 and PSD95 and increased protein level of NMDARs in the hippocampus (P<0.01). Compared with those in the model group, the protein levels of p-mTOR, p-Akt, and p-PI3K in the prefrontal cortex decreased in the vitamin D and high-dose Liuwei Dihuangwan groups (P<0.05), and the p-mTOR/mTOR, p-Akt/Akt, and p-PI3K/PI3K ratios in the prefrontal cortex declined in the vitamin D group (P<0.05). The high-dose Liuwei Dihuangwan group showed a reduction in p-PI3K/PI3K ratio (P<0.05). The protein level of SYP-1 and PSD95 in the hippocampus increased in the vitamin D, low-dose Liuwei Dihuangwan, and high-dose Liuwei Dihuangwan groups (P<0.05, P<0.01), while the protein level of NMDARs decreased in the vitamin D and high-dose Liuwei Dihuangwan groups (P<0.01). ConclusionLiuwei Dihuangwan significantly reduces VPA-induced ASD-like behaviors and enhances the regeneration and repair of neurons in the prefrontal cortex and synaptic structures in the hippocampus by downregulating of PI3K/Akt/mTOR expression in the prefrontal cortex, upregulating SYP-1 and PSD95 expression in the hippocampus, and inhibiting NMDARs expression.
9.Yifei Zhuji Formula Reverses Epithelial-mesenchymal Transition of Non-small Cell Lung Cancer by Regulating PI3K/Akt/mTOR Signaling Pathway
Jiarui LI ; Na ZHANG ; Xuefang LIU ; Qi WANG ; Di ZHAO ; Suxiang FENG ; Zijiang YANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(23):92-104
ObjectiveTo investigate the effects of Yifei Zhuji formula (YFZJF) on epithelial-mesenchymal transition (EMT) in non-small cell lung cancer (NSCLC) through regulation of phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt)/mammalian target of rapamycin (mTOR) signaling pathway. MethodsThe Lewis lung carcinoma mouse model and human lung adenocarcinoma PC-9 cell model were used in this study. In the animal experiments, 60 C57BL/6 mice were randomized into a blank group and a Lewis lung carcinoma modeling group. The modeled mice were further randomized into model, low-, medium-, and high-dose (7.475, 14.95, 29.9 g·kg-1·d-1, respectively) YFZJF, and cisplatin groups, with 10 mice in each group. Mice in YFZJF groups were administrated with YFZJF at different doses by gavage, and those in the cisplatin group received intraperitoneal injection of cisplatin at 6 mg·kg-1. Mice in the blank group and model group were administrated with equal volumes of normal saline by gavage every day. All the groups were treated for 14 consecutive days, and samples were collected for analysis after completion of treatment. Changes in body mass, tumor volume, and tumor mass were measured. Hematoxylin-eosin (HE) staining was performed to observe pathological changes in the lung tissue. Immunohistochemistry, Real-time PCR, and Western blot were employed to determine the expression of proliferating cell nuclear antigen (Ki-67), PI3K/Akt/mTOR signaling pathway-related molecules, and EMT-related molecules in the tumor tissue. In the cell experiments, human lung adenocarcinoma PC-9 cells were allocated into control, YFZJF-containing serum, and cisplatin groups, which were treated with 20% blank rat serum, 20% YFZJF-containing rat serum, and 5.4 μmol·L-1 cisplatin for 48 h, respectively. The cell counting kit-8 (CCK-8) assay was adopted to detect cell proliferation and determine drug concentration. Cell scratch assay and Transwell assay were employed to evaluate cell migration and invasion. Immunofluorescence staining and Real-time PCR were used to analyze changes in expression of EMT markers. ResultsCompared with those in the model group, the tumor volume and tumor mass were reduced in the high-dose YFZJF group (P<0.01). Immunohistochemical results showed that compared with the model group, the medium- and high-dose YFZJF groups exhibited reduced Ki-67 expression in the tumor tissue (P<0.01). HE staining results showed that YFZJF alleviated the pathological injury of the lung tissue to different degrees. Real-time PCR results in the tumor tissue showed that compared with the model group, the high-dose YFZJF group displayed downregulated mRNA levels of protein kinase B1 (Akt1) and N-cadherin (P<0.05), phosphatidylinositol 3-kinase p85 regulatory subunit (p85) (P<0.01), mTOR (P<0.01), and Vimentin (P<0.01), and an upregulated mRNA level of E-cadherin (P<0.01). Western blot results showed that compared with the model group, the high-dose YFZJF group exhibited downregulated protein levels of phosphorylated (p)-PI3K/PI3K, p-Akt/Akt, p-mTOR/mTOR, Vimentin, and N-cadherin (P<0.01), and an upregulated protein level of E-cadherin (P<0.01) in the tumor tissue. The cell experiment results showed that compared with the blank serum group, YFZJF-containing serum inhibited the proliferation, migration, and invasion of PC-9 cells (P<0.05, P<0.01). Immunofluorescence results showed that compared with the control group, YFZJF-containing serum downregulated the protein levels of N-cadherin and Vimentin and upregulated the protein level of E-cadherin (P<0.01). Real-time PCR results showed that compared with the control group, YFZJF-containing serum upregulated the mRNA level of E-cadherin (P<0.05) and downregulated the mRNA levels of N-cadherin, Vimentin, P85, Akt1, and mTOR (P<0.05, P<0.01). ConclusionYFZJF can significantly inhibit the progression of non-small cell lung cancer and reduce the migration and invasion of tumor cells by inhibiting the abnormal activation of PI3K/Akt/mTOR signaling pathway and reversing EMT.
10.Deep learning-based fusion of color and spectral features from hyperspectral imaging for the origin identification of Salvia miltiorrhiza
Bai RUIBIN ; Xiong FENG ; Wang HUI ; Luan MEIQI ; Zhou JUNHUI ; Wan XIUFU ; Zhao ZIHAN ; Zhang XIAOBO ; Zhang CHU ; Yang JIAN
Science of Traditional Chinese Medicine 2025;3(3):250-258
Background:Salvia miltiorrhiza Bunge,commonly known as"Danshen"in China due to the distinctive red color of its roots,is one of the most widely used traditional Chinese medicines.It is cultivated in various regions across China,and environmental differences among these regions can affect the secondary metabolites of plants,thereby influencing the quality of S.miltiorrhiza.In recent years,increasing demand for S.miltiorrhiza has exacerbated the problem of origin fraud.Therefore,ensuring the authenticity of its geo-graphical origin is crucial for the sustainable development of the industry.Objective:The red coloration of S.miltiorrhiza is closely associated with the content of its primary active compounds,particularly tanshinones.Therefore,both its internal chemical composition and external color characteristics serve as key indicators for quality assessment.This study utilized hyperspectral imaging technology to evaluate its potential in classifying the geographical origin of S.miltiorrhiza.Methods:Spectral data reflecting the internal chemical properties of S.miltiorrhiza were integrated with color information represent-ing its external features through 3 levels of data fusion.These fused datasets were then combined with deep learning algorithms to achieve accurate origin classification.Results:The results demonstrated that the Transformer model combined with soft-voting decision-level fusion achieved the highest classification accuracy of 98.72%by integrating image color and short-wave infrared spectral data.Conclusion:This study demonstrates that integrating hyperspectral imaging spectral data with color information provides a reliable and innovative approach for verifying the authenticity and traceability of S.miltiorrhiza.

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