Objective The alkaloids contained in the Chinese herb Sophora flavescens have good anti-inflammatory activity. To investigate the structure-activity relationship between the novel matrine and the anti-inflammatory activity by modifying the structure of matrine. Methods Fourteen novel matrine derivatives were obtained by chemical modification using matrine as the lead compound with matrine and M19 as positive controls. The cytotoxicity of matrine derivatives against RAW264.7 cells was detected by the cell counting kit 8 （CCK8） assay, and the relative amount of NO produced by matrine derivatives against lipopolysaccharide （LPS）-induced inflammation model of RAW264.7 cells was detected using an NO assay kit. The enzyme-linked immunosorbent assay （Elisa） was used to detect the secretion of interleukin-6 （IL-6） and tumor necrosis factor alpha （TNF-α） by matrine derivatives in LPS-induced inflammation model of RAW264.7 cells. Results The novel matrine derivatives all exhibited lower cytotoxicity compared with M19. The NO inhibition rates of the novel matrine derivatives were all higher than that of matrine, and some were higher than that of M19, with compound A12 having the highest NO inhibition rate. Compounds A11 and A12 showed higher IL-6 inhibition than the control M19. Additionally, compound A12 had higher TNF-α inhibition than M19. Conclusion Compound A12 inhibited the strongest inhibition of NO, IL-6 and TNF-α release and had the best anti-inflammatory activity, which provided an important lead compound for this subsequent in-depth study.

ObjectiveTo investigate whether the inhibitory effect of Panax quinquefolium saponins （PQS） on non-small cell lung cancer （NSCLC） is enhanced under graphene-mediated far-infrared therapy （GFIR）， and to analyze its relationships with mitochondrial dysfunction， mitochondrial DNA （mtDNA） leakage， and the activation of cyclic GMP-AMP synthase （cGAS）/stimulator of interferon genes （STING） signaling pathways. MethodsIn the cell experiments， the cell-counting kit 8 （CCK-8） was employed to assess the inhibitory effects of PQS alone or in combination with GFIR （PQS+GFIR） on A549 cell viability. The scratch assay and the colony formation assay were adopted to evaluate cell migration and colony formation capabilities， respectively. Flow cytometry was employed to assess apoptosis， mitochondrial membrane potential， and reactive oxygen species （ROS） levels. Immunofluorescence （IF） assay was performed to assess mitochondrial localization. Real-time polymerase China reaction（PCR） was used to detect mitochondrial DNA （mtDNA） leakage. A STING knockdown cell model was established by transfecting cells with small interfering RNA （siRNA）， and the knockdown efficiency was assessed by Real-time PCR and Western blot. The cell viability and apoptosis following gene knockdown were assessed through the CCK-8 assay and flow cytometry. In the animal experiments， an allogeneic xenograft mouse model was established with Lewis lung cancer cells. Mice were randomized into a control group， a model group， a cisplatin group， a low-dose PQS （PQS-Low， 90 mg·kg^-1） group， a high-dose PQS （PQS-High， 180 mg·kg^-1） group， a low-dose PQS combined with GFIR （PQS-Low+GFIR， 90 mg·kg^-1） group， and a high-dose PQS combined with GFIR （PQS-High+GFIR， 180 mg·kg^-1） group. Treatment lasted for 14 days， and the fluorescence intensity was monitored at the tumor site by small-animal in vivo imaging during the treatment period. Flow cytometry was utilized to determine the proportions of T-lymphocyte subsets， B-lymphocyte levels， and peripheral blood NK cell levels in the spleens of mice. Immunohistochemical （IHC） staining was performed to assess the infiltration of CD3⁺， CD4⁺， and CD8⁺ T-lymphocytes in the tumor tissue. Enzyme-linked immunosorbent assay （ELISA） was conducted to measure the levels of interferon-α （IFN-α）， interferon-β （IFN-β）， tumor necrosis factor-α （TNF-α）， and interleukin-6 （IL-6） in mouse tumors. The mRNA levels of cGAS， STING， TANK-binding kinase 1 （TBK1）， interferon regulatory factor 3 （IRF3）， interferon beta 1 （IFNB1）， and nuclear factor κB p65 （NF-κB p65） were determined by Real-time PCR. The protein levels of cGAS， STING， p-STING， TBK1， p-TBK1， IRF3， p-IRF3， NF-κB p65， and p-NF-κB p65 were quantified via Western blot. ResultsThe cell experiment results showed that compared with the control group， PQS inhibited the viability and migration of A549 cells， promoted apoptosis， affected mitochondrial localization， reduced mitochondrial membrane potential， increased the ROS level， and promoted mtDNA leakage. Following STING knockdown， the reductions in cell viability and the apoptosis-inducing effects caused by PQS were partially reversed （P<0.05， P<0.01）. Compared with the PQS group， the PQS+GFIR group showed inhibited A549 cell migration and colony formation， exacerbated apoptosis， downregulated mitochondrial membrane potential， elevated ROS levels， and promoted mtDNA leakage. After STING knockdown， the reduced A549 cell viability and abnormal apoptosis phenotype were further reversed （P<0.05， P<0.01）. The animal experiment results showed that compared with the control group， the model group mice exhibited reduced proportions of T-lymphocyte subsets， CD19⁺ B-lymphocyte levels， and peripheral blood NK1.1⁺ cell levels in the spleen （P<0.01）. Compared with the model group， the PQS group showed increased immune cell parameters in mice （P<0.05， P<0.01）. Compared with the PQS group， the PQS+GFIR group exhibited enhanced levels of the aforementioned indicators （P<0.01）. Compared with the model group， the PQS group showed significantly reduced fluorescence intensity in transplanted tumors， significantly upregulated expression of CD3 and CD4 in the tumor tissue， elevated levels of IFN-α and IL-6 in tumors， and upregulated mRNA levels of cGAS， STING， TBK1， IRF3， IFNB1， and NF-κB p65 as well as upregulated protein level of cGAS and phosphorylation level of STING in tumors （P<0.05， P<0.01）. Compared with the PQS group， the PQS+GFIR group demonstrated further reduced tumor fluorescence intensity， elevated levels of CD3， CD4， and CD8 as well as cytokine levels in tumor tissue， and upregulated mRNA levels of genes related to the cGAS/STING pathway as well as upregulated protein level of cGAS and phosphorylation levels of STING， TBK1， IRF3， and NF-κB p65 （P<0.05， P<0.01） ConclusionGFIR enhances the inhibitory effect of PQS on NSCLC， potentially through mitochondrial dysfunction， mtDNA leakage， and activation of the cGAS/STING signaling pathway.

ObjectiveTo investigate whether the inhibitory effect of Panax quinquefolium saponins （PQS） on non-small cell lung cancer （NSCLC） is enhanced under graphene-mediated far-infrared therapy （GFIR）， and to analyze its relationships with mitochondrial dysfunction， mitochondrial DNA （mtDNA） leakage， and the activation of cyclic GMP-AMP synthase （cGAS）/stimulator of interferon genes （STING） signaling pathways. MethodsIn the cell experiments， the cell-counting kit 8 （CCK-8） was employed to assess the inhibitory effects of PQS alone or in combination with GFIR （PQS+GFIR） on A549 cell viability. The scratch assay and the colony formation assay were adopted to evaluate cell migration and colony formation capabilities， respectively. Flow cytometry was employed to assess apoptosis， mitochondrial membrane potential， and reactive oxygen species （ROS） levels. Immunofluorescence （IF） assay was performed to assess mitochondrial localization. Real-time polymerase China reaction（PCR） was used to detect mitochondrial DNA （mtDNA） leakage. A STING knockdown cell model was established by transfecting cells with small interfering RNA （siRNA）， and the knockdown efficiency was assessed by Real-time PCR and Western blot. The cell viability and apoptosis following gene knockdown were assessed through the CCK-8 assay and flow cytometry. In the animal experiments， an allogeneic xenograft mouse model was established with Lewis lung cancer cells. Mice were randomized into a control group， a model group， a cisplatin group， a low-dose PQS （PQS-Low， 90 mg·kg^-1） group， a high-dose PQS （PQS-High， 180 mg·kg^-1） group， a low-dose PQS combined with GFIR （PQS-Low+GFIR， 90 mg·kg^-1） group， and a high-dose PQS combined with GFIR （PQS-High+GFIR， 180 mg·kg^-1） group. Treatment lasted for 14 days， and the fluorescence intensity was monitored at the tumor site by small-animal in vivo imaging during the treatment period. Flow cytometry was utilized to determine the proportions of T-lymphocyte subsets， B-lymphocyte levels， and peripheral blood NK cell levels in the spleens of mice. Immunohistochemical （IHC） staining was performed to assess the infiltration of CD3⁺， CD4⁺， and CD8⁺ T-lymphocytes in the tumor tissue. Enzyme-linked immunosorbent assay （ELISA） was conducted to measure the levels of interferon-α （IFN-α）， interferon-β （IFN-β）， tumor necrosis factor-α （TNF-α）， and interleukin-6 （IL-6） in mouse tumors. The mRNA levels of cGAS， STING， TANK-binding kinase 1 （TBK1）， interferon regulatory factor 3 （IRF3）， interferon beta 1 （IFNB1）， and nuclear factor κB p65 （NF-κB p65） were determined by Real-time PCR. The protein levels of cGAS， STING， p-STING， TBK1， p-TBK1， IRF3， p-IRF3， NF-κB p65， and p-NF-κB p65 were quantified via Western blot. ResultsThe cell experiment results showed that compared with the control group， PQS inhibited the viability and migration of A549 cells， promoted apoptosis， affected mitochondrial localization， reduced mitochondrial membrane potential， increased the ROS level， and promoted mtDNA leakage. Following STING knockdown， the reductions in cell viability and the apoptosis-inducing effects caused by PQS were partially reversed （P<0.05， P<0.01）. Compared with the PQS group， the PQS+GFIR group showed inhibited A549 cell migration and colony formation， exacerbated apoptosis， downregulated mitochondrial membrane potential， elevated ROS levels， and promoted mtDNA leakage. After STING knockdown， the reduced A549 cell viability and abnormal apoptosis phenotype were further reversed （P<0.05， P<0.01）. The animal experiment results showed that compared with the control group， the model group mice exhibited reduced proportions of T-lymphocyte subsets， CD19⁺ B-lymphocyte levels， and peripheral blood NK1.1⁺ cell levels in the spleen （P<0.01）. Compared with the model group， the PQS group showed increased immune cell parameters in mice （P<0.05， P<0.01）. Compared with the PQS group， the PQS+GFIR group exhibited enhanced levels of the aforementioned indicators （P<0.01）. Compared with the model group， the PQS group showed significantly reduced fluorescence intensity in transplanted tumors， significantly upregulated expression of CD3 and CD4 in the tumor tissue， elevated levels of IFN-α and IL-6 in tumors， and upregulated mRNA levels of cGAS， STING， TBK1， IRF3， IFNB1， and NF-κB p65 as well as upregulated protein level of cGAS and phosphorylation level of STING in tumors （P<0.05， P<0.01）. Compared with the PQS group， the PQS+GFIR group demonstrated further reduced tumor fluorescence intensity， elevated levels of CD3， CD4， and CD8 as well as cytokine levels in tumor tissue， and upregulated mRNA levels of genes related to the cGAS/STING pathway as well as upregulated protein level of cGAS and phosphorylation levels of STING， TBK1， IRF3， and NF-κB p65 （P<0.05， P<0.01） ConclusionGFIR enhances the inhibitory effect of PQS on NSCLC， potentially through mitochondrial dysfunction， mtDNA leakage， and activation of the cGAS/STING signaling pathway.

Objective To evaluate the current radiation doses in pediatric non-cardiac interventional procedures, and analyze the associated clinical factors, and to provide data references for reducing pediatric radiation exposure. Methods We conducted a retrospective analysis of the radiation doses of children who had undergone non-cardiac interventional procedures at the interventional department of a tertiary pediatric hospital in Jinan from January 2022 to October 2024. The collected data included basic demographic information, surgical date, anatomical site, disease type, and radiation dose parameters (cumulative fluoroscopy time, cumulative dose area product in cine mode, cumulative air kerma, and the number of images acquired). The Kruskal-Wallis H test was used for comparative analysis between groups (P < 0.05 was considered statistically significant). Results Among the 475 included children, 99 cases (20.8%) had infantile hemangioma (median P_ka, 0.136 Gy·cm²; median K_a,r, 0.38 mGy), 235 cases (49.5%) had venous malformation (median P_ka, 9.82 Gy·cm²; median K_a,r, 40.99 mGy), 75 cases (15.8%) had lymphatic malformation (median P_ka, 0.06 Gy·cm²; median K_a,r, 0.18 mGy), 32 cases (6.7%) had retinoblastoma (median P_ka, 6.58 Gy·cm²; median K_a,r, 52.34 mGy), 12 cases (2.5%) had arteriovenous malformation (median P_ka, 42.3 Gy·cm²; median K_a,r, 162.87 mGy), and 22 cases (4.6%) had other vascular malformations (median P_ka, 21.7 Gy·cm²; median K_a,r, 89.1 mGy). There were significant differences between children with different disease types in the cumulative fluoroscopy time, cumulative dose area product in cine mode, cumulative air kerma at the patient entrance reference point, and the number of images acquired during non-cardiac interventional procedures (all P < 0.01). Conclusion This study presented the types and proportions of pediatric non-cardiac interventional procedures, evaluated the radiation dose levels of different surgical types, and analyzed the effects of weight and anatomical site on radiation exposure, which can be useful for preliminary assessment of radiation doses in pediatric non-cardiac interventional procedures.

Depressive disorder is a mental illness characterized by poor mood and cognitive dysfunction caused by a range of complicated factors. Antidepressants have strong short-term efficacy in clinical application, yet with significant adverse effects and resistance in long-term use. Essential oils are small molecular compounds mainly composed of monoterpenes and sesquiterpenes, most of which are characterized by aromatic odors, easy permeability through the blood-brain barrier, and low toxic side effects. Volatile oil from traditional Chinese medicine can regulate neurotransmitter monoamine, hypothalamic-pituitary-adrenal axis, brain-derived neurotrophic factor, neuroinflammation and oxidative stress, and intestinal microbiota-gut-brain axis to exert an antidepressant effect through multiple pathways and targets. This review summarizes the main antidepressant chemical components of essential oil of traditional Chinese medicine, their pharmacological mechanisms and clinical application, aiming to provide some reference for further development and clinical application of essential oil of traditional Chinese medicine.

Objective:To investigate the impact of tumor origin (ventral pancreatic origin and dorsal pancreatic origin) on prognosis in patients with pancreatic head cancer.Methods:A retrospective analysis was performed on the clinical data of 150 patients with pancreatic head cancer who received surgical treatment at the First Affiliated Hospital of the Naval Medical University from October 2014 to December 2017. Among these patients, 92 were male and 58 were female, aged (61.2±8.8) years. The 150 patients were divided into two groups based on tumor origin: the ventral pancreatic cancer group ( n=72) and the dorsal pancreatic cancer group ( n=78). A comparative analysis of clinical, pathological, and imaging charac-teristics was conducted between the two groups. Univariate and multivariable Cox proportional hazards models were used to analyze the association between pancreatic head cancer origin and overall survival (OS). Results:Patients with pancreatic head carcinoma arising from the ventral and dorsal pancreas accounted for 48%(72/150) and 52%(78/150) of the study cohort, respectively. Pancreatic head carcinoma arising from the dorsal pancreas were more likely to show pathological features of pancreatic parenchymal atrophy [73.1%(57/78) vs. 47.2%(34/72), χ2=10.49, P=0.001] and pancreatitis [44.9%(35/78) vs. 29.2%(21/72), χ2=3.95, P=0.047]. In contrast, patients with pancreatic head carcinoma arising from the ventral pancreas was more frequently associated with contact with the superior mesenteric artery [25.0%(18/72) vs. 1.3%(1/78), χ2=19.04, P<0.001], perineural invasion [100%(72/72) vs. 88.5%(69/78), χ2=8.84, P=0.003], and positive surgical margins [15.3%(11/72) vs. 2.6%(2/78), χ2=7.65, P=0.006], with all differences statistically significant. The ventral pancreatic cancer group demonstrated cumulative survival rates of 33.2% and 0 at 1-year and 2-year postoperative intervals, respectively, while the dorsal pancreatic cancer group exhibited rates of 56.7% and 24.8% at the corresponding timepoints. Comparison of Kaplan-Meier survival curves between the two groups showed a statistically significant difference ( χ2=6.00, P=0.014). Multivariable Cox proportional hazards analysis identified dorsal pancreatic origin pancreatic head cancer as an independent predictor of increased mortality risk compared to ventral origin tumors ( HR=2.75, 95% CI: 1.52-4.98, P=0.001). Conclusion:The embryonic origin of pancreatic head cancer determines its clinical, pathological, and imaging heterogeneity, and pancreatic head cancer arising from the ventral pancreas demonstrates significantly worse prognostic outcomes compared to dorsal pancreatic origin.

ObjectiveTo investigate the mechanism of liver injury induced by tripterygium glycosides tablets （TG） and the molecular mechanism of compound glycyrrhizin tablets （CG） in alleviating the abnormalities of cholesterol metabolism caused by TG via cholesterol metabolism. MethodsAccording to the body weights， male Sprague-Dawley （SD） rats were randomly grouped as follows： control （pure water）， low-dose TG （TG-L， 189.0 mg·kg^-1·d^-1）， high-dose TG （TG-H， 472.5 mg·kg^-1·d^-1）， TG-L+CG （189.0 mg·kg^-1·d^-1 TG + 20.25 mg·kg^-1·d^-1 CG）， and TG-H+CG （472.5 mg·kg^-1·d^-1 TG + 20.25 mg·kg^-1·d^-1 CG）， with 6 rats in each group. Rats were administrated with corresponding drugs once daily for 3 weeks. At the end of the last administration， the mRNA and protein levels of liver X receptor-alpha （LXR-α）， low-density lipoprotein receptor （LDLR）， adenosine triphosphate-binding cassette transporter A1 （ABCA1）， adenosine triphosphate-binding cassette transporter G1 （ABCG1）， 3-hydroxy-3-methylglutaryl coenzyme A reductase （HMGCR）， cholesterol 7α-hydroxylase （CYP7A1）， cholesterol 12α-hydroxylase （CYP8B1）， and sterol 27-hydroxylase （CYP27A1） in the liver tissue were determined by Real-time PCR and Western blotting， respectively. The level of 3-hydroxy-3-methylglutaryl coenzyme A reductase （HMG-CoAR）， a regulatory enzyme of cholesterol synthesis， was measured by enzyme-linked immunosorbent assay （ELISA）. HepG2 cells were used to observe the effect of TG on the cell proliferation in vitro. Specifically， HepG2 cells were grouped as follows： Low-dose TG （TG-l， 15 mg·L^-1）， medium-dose TG （TG-m， 45 mg·L^-1）， high-dose TG （TG-h， 135 mg·L^-1）， fenofibrate （FB， 10 μmol·L^-1）， CG extract， TG-h+FB （135 mg·L^-1 TG + 10 μmol·L^-1 FB）， TG-m+FB （45 mg·L^-1 TG + 10 μmol·L^-1 FB）， TG-l+FB （15 mg·L^-1 TG + 10 μmol·L^-1 FB）， TG-h+CG （135 mg·L^-1 TG + 60 μmol·L^-1 CG）， TG-m+CG （45 mg·L^-1 TG + 60 μmol·L^-1 CG）， and TG-l+CG （15 mg·L^-1 TG + 60 μmol·L^-1 CG）. The mRNA and protein levels of LXR-α， ABCG1， LDLR， CYP7A1， CYP8B1， and CYP27A1 in HepG2 cells were determined by Real-time PCR and Western blotting， respectively. ResultsThe rat experiment showed that compared with the control group， the TG-H group showed down-regulated mRNA levels of CYP7A1， CYP8B1， and CYP27A1 in the liver tissue （P<0.05， P<0.01）， which were up-regulated by the application of CG （P<0.05， P<0.01）， and the TG-H+CG group showed up-regulated mRNA level of LDLR （P<0.01）. Compared with the control group， the TG-L and TG-H groups showed down-regulated protein levels of LDLR， CYP7A1， and CYP8B1 in the liver tissue （P<0.05， P<0.01）. In addition， the protein levels of ABCG1 and LXR-α were down-regulated in the TG-H and TG-L groups， respectively （P<0.05）. Compared with TG alone， TG+CG up-regulated the protein levels of ABCG1 and LDLR （P<0.05， P<0.01）， and the protein levels of CYP7A1 and CYP8B1 in the TG-H+CG group were up-regulated （P<0.05， P<0.01）. The cell experiment showed that compared with the control group， the TG-h group presented up-regulated mRNA level of LXR-α （P<0.01）， and the TG-m and TG-h groups showcased down-regulated mRNA levels of LDLR and CYP7A1 （P<0.01） and up-regulated mRNA level of CYP27A1 （P<0.01） in HepG2 cells. The combination of CG with TG restored the above changes （P<0.01）. Western blotting results showed that compared with the control group， the TG-m and TG-h groups showed down-regulated protein levels of LXR-α， ABCG1， LDLR， CYP7A1， CYP8B1， and CYP27A1 in HepG2 cells （P<0.01）. Compared with the TG-h group， the TG-h+CG group showed up-regulated protein level of LDLR （P<0.05）. Compared with the TG-m group， the TG-m+CG group showcased up-regulated protein levels of LDLR， ABCG1， CYP7A1， and CYP27A1 （P<0.05， P<0.01）. ConclusionThe administration of TG at 189.0， 472.5 mg·kg^-1 for 3 weeks could modulate the signaling pathways associated with cholesterol efflux， endocytosis， and cholesterol biotransformation in hepatocytes， leading to the accumulation of cholesterol and subsequent liver injury in rats. CG could ameliorate the liver injury induced by lipid metabolism disorders caused by TG by up-regulating the expression of LXR-α， LDLR， ABCG1， CYP7A1， CYP8B1， and CYP27A1 to promote cholesterol biotransformation.

OBJECTIVES: The application of photodynamic therapy in solid tumors has attracted increasing attention in recent years, and the efficiency of photosensitizers is a crucial determinant of therapeutic efficacy. This study aims to evaluate the cytotoxic effects of a novel photosensitizer, PEG-MTPABZ-PyC, in photodynamic therapy against gastric cancer cells. METHODS: Gastric cancer MKN45 cells were treated with PEG-MTPABZ-PyC. A high-content live-cell imaging system was used to assess the cellular uptake kinetics and subcellular localization of the photosensitizer. The cytotoxic effects of PEG-MTPABZ-PyC-mediated photodynamic therapy were examined using the cell counting kit-8 (CCK-8) assay and flow cytometry, while the intrinsic cytotoxicity of the photosensitizer alone was verified by the CCK-8 assay. Intracellular reactive oxygen species (ROS) generation after photodynamic therapy was detected using 2'-7'-dichlorodihydrofluorescein diacetate (DCFH-DA). RESULTS: PEG-MTPABZ-PyC alone exhibited no cytotoxicity toward MKN45 cells, indicating excellent cytocompatibility. The compound efficiently entered cells within 6 hours and localized predominantly in lysosomes. Upon light irradiation, PEG-MTPABZ-PyC-mediated photodynamic therapy induced significant cytotoxicity compared with the control group (P<0.05) and generated abundant intracellular ROS. CONCLUSIONS The novel photosensitizer PEG-MTPABZ-PyC demonstrates potent photodynamic cytotoxicity against gastric cancer cells, showing promising potential for further development in gastric cancer photodynamic therapy.
Humans ; Stomach Neoplasms/drug therapy* ; Photochemotherapy/methods* ; Photosensitizing Agents/pharmacology* ; Cell Line, Tumor ; Polyethylene Glycols/chemistry* ; Reactive Oxygen Species/metabolism* ; Mesoporphyrins/pharmacology*

The pharmaceutical industry faces challenges in quality digitization for complex multi-stage processes, especially in small-sample systems. Here, an intelligent quality prediction and diagnostic (IQPD) framework was developed and applied to Tong Ren Tang's Niuhuang Qingxin Pills, utilizing four years of data collected from four production units, covering the entire process from raw materials to finished products. In this framework, a novel path-enhanced double ensemble quality prediction model (PeDGAT) is proposed, which combines a graph attention network and path information to encode inter-unit long-range and sequential dependencies. Additionally, the double ensemble strategy enhances model stability in small samples. Compared to global traditional models, PeDGAT achieves state-of-the-art results, with an average improvement of 13.18% and 87.67% in prediction accuracy and stability on three indicators. Additionally, a more in-depth diagnostic model leveraging grey correlation analysis and expert knowledge reduces reliance on large samples, offering a panoramic view of attribute relationships across units and improving process transparency. Finally, the IQPD framework integrates into a Human-Cyber-Physical system, enabling faster decision-making and real-time quality adjustments for Tong Ren Tang's Niuhuang Qingxin Pills, a product with annual sales exceeding 100 million CNY. This facilitates the transition from experience-driven to data-driven manufacturing.