Drug-target interaction (DTI) is fundamental to novel drug research and development (R &D), playing a critical role in elucidating drug mechanisms of action and improving the cost-effectiveness of drug discovery. Although China has seen rapid accumulation of drug-target resources in recent years, the industry still faces challenges such as a shortage of original targets and excessively high target concentration. The rapid advancement of artificial intelligence (AI) has provided an efficient technological pathway for DTI prediction, establishing it as a core tool for accelerating drug discovery. This paper systematically reviews the fundamental data support framework for DTI prediction tasks, elaborating in detail on three core data types— drug characterization, target characterization, and drug-target associations-as well as the classification and application boundaries of mainstream benchmark datasets tailored to different tasks within the field. On this basis, it comprehensively surveys the technological evolution of AI-driven DTI prediction, summarizing the core paradigms and technical advances of traditional machine learning and deep learning methods in a single-modality setting, alongside cutting-edge multimodal approaches that integrate two modalities (cross-subject/within-subject fusion) and three or more modalities for multidimensional information integration. Finally, this paper analyzes the current major challenges in data quality, model generalizability and interpretability, and real-world deployment, while also discussing future trends in standardized dataset construction, generative AI, and large-scale biomedical foundation models, aiming to provide a reference for both research and industrial applications in the AI-driven DTI prediction field.

Triptolide （TP）， the core active component of the traditional Chinese medicine Tripterygium wilfordii ， exhibits remarkable pharmacological activities including anti-inflammatory， immunosuppressive and anti-tumor effects， and holds broad application prospects in the treatment of major diseases such as autoimmune diseases and malignant tumors. However， TP has a narrow therapeutic window and causes multi-organ toxicities including liver， kidney and reproductive toxicities， which severely restrict its safe clinical application and new drug development. Therefore， toxicity reduction and efficacy enhancement has become a core scientific problem urgently to be solved in this field. This paper systematically reviews the four core strategies for TP toxicity reduction and efficacy enhancement， including structural modification， dosage form improvement， herbal compatibility， and external therapies of traditional Chinese medicine. Among them， structural modification optimizes the toxic and efficacy characteristics of TP from the molecular structure level， with typica l derivatives including （5 R ）-5-hydroxy triptolide， ZT01， PG490-88， etc. Dosage form modification achieves toxicity reduction and efficacy enhancement via targeted and sustained-controlled drug release of diverse delivery systems. It includes triptolide preparations such as nanoparticles， liposomes， microemulsion gels and liquid crystals， possessing favorable clinical transformation potential. The herbal compatibility and external therapies of traditional Chinese medicine conform to the holistic view of traditional Chinese medicine and have a profound clinical application foundation， but their mechanisms of action are insufficiently elucidated， and they lack unified standardized specifications and high-quality evidence-based proof. In the future， we should rely on multi-omics technology to elucidate the toxic and efficacy mechanisms， integrate technologies to optimize preparations， improve the evaluation system and promote clinical transformation.

Objective:To establish 30-day of age transcutaneous bilirubin (TcB) reference curves for healthy neonates, and to investigate regional variations in bilirubin dynamics.Methods:A multicenter retrospective cohort study was conducted. A total of 220 950 healthy neonates born at a gestational age of 35-<42 weeks, with a birth weight ≥2 000 g, who did not receive phototherapy within 60 h after birth were recruited. All of them underwent remote TcB monitoring using the Bilibaby remote jaundice monitoring system between August 1 st, 2020 and December 31 st, 2024 in 426 hospitals. TcB data were collected within the period from birth to 30-day of age. The P40, P75, and P95 of TcB values were calculated, and dynamic TcB curves for 30-day of age were constructed. Patterns of bilirubin change, rates of change, and transition outcomes were described. Regional comparisons between South and North were conducted using linear mixed-effects models for TcB trajectories and Pearson′s chi-square test for outcome differences. Results:A total of 220 950 neonates were included, of whom 101 711 (46.03%) were female. Gestational age at birth was (38.75±1.12) weeks, and birth weight was (3 272±417) g. TcB levels increased rapidly within 3-day of age, peaked at 4-6-day of age, with peak values at P40, P75, and P95 of 200.6, 239.7 and 275.4 μmol/L (11.8, 14.1 and 16.2 mg/dl), respectively. TcB levels gradually declined thereafter and stabilized after 13-day of age, with values at P40, P75, and P95 fluctuating between 147.9-159.8, 190.4-200.6, and 231.2-239.7 μmol/L (8.7-9.4, 11.2-11.8, 13.6-14.1 mg/dl), respectively. Notably, among neonates categorized as low-or low-intermediate-risk within 3-day of age, 6 700 (12.76%) progressed to intermediate-high or high risk between 4 and 30 days of age. Before 13-day of age, TcB levels in the southern regions were consistently higher than those in the northern regions ( P=0.039); from 14 to 30 days of age, the overall TcB levels had no statistically difference, but the temporal changes in TcB still showed regional differences (degrees of freedom=3, all interaction P<0.05). Among neonates classified as low-or low-intermediate risk within 3-day of age, 25 326 were from southern regions, of whom 4 254 (16.80%) progressed to intermediate-high or high risk between 4 and 30 days of age. In northern regions, 27 193 neonates were classified as low-or low-intermediate risk within 3-day of age, among whom 2 446 (8.99%) progressed to intermediate-high or high risk. The risk progression between the 2 regions had statistically difference ( χ2=716.49, P<0.001). Conclusions:A TcB percentile curve for neonates within 30-day of age was established, revealing that both the overall TcB level and its temporal trend were higher in southern than in northern newborns. These findings provide baseline data to support continuous management of neonatal jaundice.

Objective:Micro-and nanostructures with sharp disordered and rounded ordered features were fabricated on titanium surfaces,respectively,and their osteogenic potential was evaluated both in vitro and in vivo.Methods:Sharp disordered titanium surfaces(SLA-Ti)and rounded ordered titanium surfaces(Laser-Ti)were prepared using sandblast acid etching and high-repeti-tion-rate femtosecond laser,respectively.Smooth titanium(Ti)was used as the control group,SLA-Ti and Laser-Ti were used as the experimental groups.Characterization was conducted using scanning electron microscopy coupled with hydrophilicity assess-ments.The adhesion,elongation,and osteogenic differentiation capabilities of osteoblasts in vitro were evaluated through cell mor-phology observations,cytoskeletal fluorescence staining,cell viability assays,and PCR experiments.Osteogenic potential in vivo of rabbits was assessed through Micro CT scans and histological staining(HE and Masson).Results:The surface of Laser-Ti exhibits a rounded,ordered,multi-scale micro-and nano-morphology with the best hydrophilicity(P＜0.01).In vitro,it promotes cell adhe-sion,extension,and osteogenic differentiation,while in vivo,it enhances bone regeneration around the implants.Overall,a trend of Laser-Ti＞SLA-Ti＞Ti is observed,with a higher bone volume fraction(BV/TV)(P＜0.05),greater trabecular thickness(Tb.Th)(P＜0.05),an increased number of trabeculae(Tb.N)(P＜0.05),and a larger area of bone around the implants(P＜0.05).Conclusion:The rounded ordered micro-and nano-structures fabricated using high-repetition-rate fem-tosecond laser demonstrate enhanced osteoinductive capac-ity both in vitro and in vivo.

Objective To investigate the value of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid(Gd-EOB-DTPA)enhanced MRI radiomics and signal intensity in hepatobiliary phase(HBP)in predicting the pathological differentiation degree of hep-atocellular carcinoma(HCC).Methods The clinical and imaging data of 224 patients pathologically confirmed with HCC were col-lected.All patients were randomly divided into test group(68 cases)and training group(156 cases)at a ratio of 7︰3.The ITK-SNAP software was used to delineate region of interest(ROI)on arterial phase(AP),portal venous phase(PVP)and HBP,the radiomics features of the tumor tissues were extracted and the radiomics models were established using the FAE software.Logistic regression analysis was used to determine the clinical independent predictors associated with the pathological differentiation degree of HCC and to construct clinical model and clinical-radiomics model.Receiver operating characteristic(ROC)curve was plotted for each model and the area under the curve(AUC)was calculated to compare the diagnostic efficacy of the models.Results Age,alpha-fetoprotein(AFP),and r-glutamyltransferase(r-GT)were independent risk factors for predicting the degree of pathological differentiation of HCC.The AUC of the clinical-radiomics model in the training group and test group were 0.825 and 0.779,respectively,which were higher than those of the radiomics model(0.812 and 0.771)and the clinical model(0.687 and 0.666).Conclusion Gd-EOB-DTPA enhanced MRI radiomics have certain value in predicting the degree of pathological differentiation of HCC,while the predictive value of the signal intensity on HBP and the signal intensity ratio(SIR)on HBP is limited.

Objective To investigate the relationship of C-reactive protein-albumin-lymphocyte(CALLY)index,serum autotaxin and serine protease 2(PRSS2)with postoperative recurrence and metastasis in gastric cancer patients.Methods A total of 188 patients who underwent radical gastrectomy for gastric cancer from December 2019 to December 2021 were selected as the research subjects.According to the postoperative situation,they were divided into the recurrence and metastasis group(n=72)and the non-recurrence and metastasis group(n=116).C reactive protein(CRP)was detected by immunoturbidimetry,albumin was detected by bromocresol green method,lymphocyte count was detected by blood routine analyzer,and CALLY index was calculated.Enzyme-linked immunosorbent assay was used to detect serum levels of autotaxin and PRSS2,and Spearman/Pearson correlation analysis was used to analyze the correlation between CALLY index,serum autotaxin,PRSS2 levels and clinical data.Multivariate logistic regression was used to analyze the influencing factors of recurrence and metastasis in patients with gastric cancer after radical resection,and receiver operating characteristic(ROC)curve was used to analyze the predictive value of CALLY index,serum autotaxin and PRSS2 levels for recurrence and metastasis in patients with gastric cancer after radical resection.Kaplan-Meier method was used to analyze the relationship between CALLY index,serum autotaxin,PRSS2 levels and postoperative recurrence and metastasis.Results Compared with the non-recurrence and metastasis group,the recurrence and metastasis group had a higher proportion of patients with TNM stage Ⅲ,Borrmann type Ⅲ-Ⅳ,lymphovascular invasion,neoadjuvant therapy and postoperative chemotherapy,higher serum levels of autotaxin and PRSS2,and lower CALLY index(P<0.01).TNM stage,Borrmann type,lymphovascular invasion,neoadjuvant therapy and postoperative chemotherapy were negatively correlated with CALLY index,and positively correlated with serum autotaxin and PRSS2 levels,while serum autotaxin and PRSS2 levels were negatively correlated with CALLY index(P<0.01).TNM stage,Borrmann type,lymphovascular invasion,CALLY index,autotaxin and PRSS2 were the influencing factors of recurrence and metastasis in patients with gastric cancer after radical resection(P<0.05,P<0.01).The area under the curve(AUC)of CALLY index,autotaxin and PRSS2 for predicting recurrence and metastasis was 0.962,which was significantly larger than that of CALLY index,autotaxin and PRSS alone(P<0.01).The 3-year recurrence and metastasis rate of patients with low CALLY index expression[56.52%(52/92)]was higher than that of patients with high CALLY index expression[20.83%(20/96)](P<0.01).The 3-year recurrence and metastasis rate of patients with high expression of autotaxin[49.47%(47/95)]was higher than that of patients with low expression[26.88%(25/93)](P<0.01).The 3-year recurrence and metastasis rate of patients with high PRSS2 expression[47.87%(45/94)]was higher than that of patients with low PRSS2 expression[28.72%(27/94)](P<0.01).Conclusion The CALLY index decreases,and serum autotaxin and PRSS2 increase in patients with postoperative recurrence and metastasis of gastric cancer.The combined prediction of the three factors demonstrates higher predictive performance for postoperative recurrence and metastasis.

Inflammatory bowel disease (IBD) is an autoimmune disorder involving complex immune regulation, where balancing localized and systemic immunosuppression is a key challenge. This study aimed to enhance the therapeutic efficacy by engineering the probiotic Escherichia coli Nissle 1917 (EcN). We removed endogenous plasmids pMUT1 and pMUT2 from wild-type EcN and expressed the mPD-L1 (19‒238 aa)-mFc fusion protein on the bacterial surface using a cytolysin A (ClyA) fragment. This modification stabilized mPD-L1 (19‒238 aa) protein expression and promoted its recruitment to outer membrane vesicles (OMVs). The engineered strain, EcNΔ_pMUT1/2-ClyA-mPD-L1-mFc (EcN-ePD-L1-mFc), features conditional ePD-L1-mFc expression under the araBAD promoter, enhancing gut-targeted release and reducing systemic side effects. This strain improved treatment targeting and efficiency by enabling direct ePD-L1-mFc interaction with immune cells at inflammation sites. OMVs from this strain induced Treg proliferation, inhibited effector T cell proliferation in vitro, and significantly improved intestinal inflammation and colonic epithelial barrier repair in vivo. Additionally, the bacterium restored intestinal microbiota balance, increasing Lactobacillaceae and reducing Bacteroides. This study highlights the engineered bacterium's potential for targeted intestinal immune modulation and offers a novel local IBD treatment approach with promising clinical prospects.

Infections associated with orthopaedic implants are currently one of the major concerns of orthopaedic surgeons. Metallic antimicrobial nanocoatings have demonstrated great potential in preventing implant infections due to their excellent antimicrobial properties and biocompatibility. However, there are potential risks associated with these metal nanoparticles, such as cytotoxicity of silver and copper, and rapid dissolution of zinc and magnesium which affects implant stability. Therefore, the clinical application of nanometallic coatings still faces challenges in how to better enhance biosafety, regulate degradation rate, and enhance osseointegration. This paper reviews the progress and challenges in the application of antimicrobial nanometallic coatings on implants to provide a reference for related research.

Objective:To investigate the effects of dual vascularized tissue-engineered bone constructed by vascular bundles and endothelial progenitor cells (EPCs) on repair of large bone defects and vascular regeneration.Methods:EPCs were seeded on the demineralized bone matrix (DBM) scaffolds and cultured for 6 days. The attachment and morphology of EPCs on DBM scaffolds were observed by electron microscopy. Next, the radial artery was implanted into a vascular groove opened inside the DBM-EPCs composite scaffolds. Finally, models of a large segmental bone defect were constructed using the radii from 18 New Zealand white rabbits. The rabbits were randomly divided into 4 groups using a simple random sampling method: DBM group, DBM+EPCs group, DBM+vascular bundle group, and DBM+EPCs+vascular bundle group. The DBM group and DBM+EPCs group shared the same rabbits so that transplantations were conducted into the left and right forearms respectively; the DBM+vascular bundle group and DBM+EPCs+vascular bundle group also shared the same rabbits so that transplantations were conducted into the left and right forearms respectively. Consequently, there were 9 experimental sites in each group. X-ray examination and gross morphological observation were performed to evaluate the bone regeneration in the experimental rabbits in each group at 4, 8, and 12 weeks after surgery, and CD31 immunofluorescence staining was used to evaluate the vascular regeneration. Micro-CT was used to analyze bone tissue parameters and reconstruct the three-dimensional structures of the defects site at 12 weeks after surgery.Results:Compared with the DBM, DBM+EPCs and DBM+vascular bundle groups, the DBM+EPCs+vascular bundle group showed new bone tissue crawling on the scaffold surface at 4 weeks after surgery, almost complete healing of the bone defect area at 8 weeks, and forming of a complete and dense bone bridge and appearance of a bone marrow cavity at 12 weeks. Micro-CT data at 12 weeks after surgery showed regular arrangement of the trabeculae, significantly improved mineralization, and increased thickness of the bone cortex in the DBM+EPCs+vascular bundle group. Additionally, in the DBM+EPCs+vascular bundle group, the number of microvessels was significantly higher than that in the other groups at 4, 8, 12 weeks after surgery ( P<0.05), and the angiogenesis and bone tissue regeneration were particularly prominent at 12 weeks after surgery. The number of CD31 cells in the DBM+EPCs+vascular bundle group increased significantly more than that in the DBM, DBM+EPCs and DBM+vascular bundle groups ( P<0.05). Conclusion:As the dual vascularized tissue-engineered bone constructed by vascular bundles and EPCs can significantly promote bone tissue regeneration and angiogenesis, it may be a potential therapeutic strategy for repair of large bone defects.

With the acceleration of China's aging society，the incidence of ischemic stroke is increasing year by year，and carotid artery vulnerable atherosclerotic plaque is closely related to its development.Various imaging techniques have been used to assess the vulnerability of carotid plaques，but each technique has its own set of advantages and disadvantages in detecting vulnerability features.The purpose of this article is to summarize the clinical applications of imaging techniques for the assessment of carotid plaque vulnerability and the advantages and disadvantages of each technique.