Adverse drug reactions （ADRs） refer to harmful or unintended reactions unrelated to the intended purpose of medication administration， which can lead to various issues such as accelerated disease progression and prolonged hospitalization. Traditional ADRs monitoring systems （such as spontaneous reporting systems） suffer from limitations such as low reporting rates and inconsistent data quality， which hinder the early prevention and control of ADRs. With the rapid development of information technology， machine learning has emerged as a powerful tool for management and decision-making of ADRs by leveraging its strengths in feature extraction and dynamic temporal pattern analysis. By reviewing relevant literature at home and abroad in recent years， this paper summarizes the progress in the application of machine learning for ADRs prediction. It is found that machine learning has gradually been applied to the early warning and risk prediction of ADRs in target organs such as the kidneys， liver， heart and bone marrow （such as acute kidney injury， drug-induced liver injury， and so on）. Although machine learning demonstrates significant application potential in the field of ADRs prediction， it still faces limitations such as inadequate quality control of clinical data， lack of standardized criteria for model performance evaluation， insufficient model interpretability and difficulties in clinical translation. In the future， the development trend of machine learning in the field of ADRs prediction should follow a “technology-validation-integration” pathway to systematically promote the practical implementation of models.

ObjectiveTo explore the visual attention distribution across different lateral facial profiles and analyze the influence of observer gender and professional background on aesthetic evaluation， providing an aesthetic basis for the design of clinical orthodontic treatment. MethodsEye-tracking technology was employed to record the gaze paths of 136 subjects （orthodontists， non-orthodontic dentists， and non-medical professionals） when evaluating three types of male and female lateral profiles （convex， straight， and concave）. A questionnaire survey was conducted using a visual analog scale （VAS）. Data differences and the consistency between eye-tracking and questionnaire results were analyzed through t-tests， analysis of variance （ANOVA）， and Kappa coefficient analysis. ResultsThe questionnaire scores for straight profiles were significantly higher than those for convex and concave profiles （P<0.05）. Eye-tracking revealed that subjects primarily focused on the eye and nasal regions （P<0.001）， followed by the mouth. However， orthodontists showed no significant difference in attention between the mouth and eye-nasal areas （P>0.05）. Additionally， gender differences were notable. Female observers prioritized the mouth （P<0.05）， while male observers paid later attention to the oral-buccal region. The forehead and chin rapidly attracted attention during the initial evaluation phase， particularly in female concave profiles （P<0.05）. Eye-tracking data demonstrated high consistency with questionnaire results （κ=0.868）. ConclusionThis study， utilizing eye-tracking technology， finds that the eye and nasal regions are the core focus areas for aesthetic evaluation of lateral profiles. Gender differences result in distinct gaze preferences （males emphasize the nose， while females emphasize the eyes）， whereas orthodontists focus more on the lips and forehead. As aesthetic baselines， the forehead and chin， with their profile characteristics， should be prioritized in treatment. This research provides a basis for developing personalized orthodontic plans and establishing aesthetic consensus between clinicians and patients.

ObjectiveTo investigate the effects of atorvastatin （ATV） on the proliferation and differentiation of rat bone marrow mesenchymal stem cells （BMSCs）， periodontal ligament stem cells （PDLSCs）， and dental pulp stem cells （DPSCs） in vitro， and to validate the regulatory effect of ATV on periodontal bone formation and tooth movement using a rat orthodontic tooth movement （OTM） model. MethodsThe effects of ATV on the proliferation and osteogenic/odontogenic differentiation of rat BMSCs， PDLSCs， and DPSCs were assessed in vitro. CCK-8 assay was used to detect the proliferation of the three types of cells. Alkaline phosphatase （ALP） staining and Alizarin Red staining were employed to evaluate osteogenic differentiation capacity. Western blot was used to detect the expression of osteogenesis-related proteins ［collagen type I （COL-I）， Runt-related transcription factor 2 （Runx2）， bone morphogenetic protein-2 （BMP-2）， osteocalcin （OCN）］ and the odontogenesis-related protein dentin sialophosphoprotein （DSPP） in BMSCs， PDLSCs and DPSCs. An OTM rat model was established， with rats randomly assigned to an ATV gavage group and a control group. The ATV gavage group received daily oral administration of ATV at a dose of 20 mg/kg， while the control group received an equal volume of solvent by gavage. Tooth movement distance was measured via Micro-CT on days 7， 14， and 21. Histomorphology of periodontal tissues was observed using Hematoxylin and Eosin （HE） staining and Masson staining. The gene and protein expression levels of osteogenic markers （BMP-2， Runx2， OCN） on the tension side of the first molar were detected by qRT-PCR and immunohistochemistry， respectively. ResultsATV at concentrations of 1×10⁻⁶ mol/L and 1×10⁻⁷ mol/L significantly promoted the proliferation and osteogenic/odontogenic differentiation of BMSCs， PDLSCs， and DPSCs， manifested as enhanced ALP activity， increased mineralized nodule formation， and up-regulated expression of osteogenic/odontogenic proteins COL-I， Runx2， BMP-2， OCN， and DSPP （P<0.001）. In the OTM model， compared with the control group， the ATV gavage group showed a significant reduction in tooth movement distance （P<0.05）， enhanced osteogenic activity in periodontal tissues， and significantly increased gene （P<0.001） and protein （P<0.05） expression of BMP-2， Runx2， and OCN on the tension side of the first molar. ConclusionATV enhances periodontal osteogenesis by promoting osteogenic/dentinogenic differentiation， thus inhibiting tooth movement.

The connotation of "treat heat with cold" and "disperse fire constraint" differs， and under the guidance of these two principles， there are variations in the selection of acupoints， choice of needles， and manipulation techniques in clinical acupuncture. "Treat heat with cold" is used to clear and drain heat pathogens， while "disperse fire constraint" focuses on diffusing and dissipating fire from constraint. When both fire constraint and internal heat coexist， treatment should combine both "dispersing the fire" and "cooling the heat". In clinical acupuncture， for clearing heat and draining heat pathogens， acupoints on Governor vessel （督脉） and Yangming （阳明经） channel are commonly selected， with Jing-well points， Ying-spring points and He-sea points. To diffuse and dissipate fire constraint， acupoints on the Taiyang （太阳） and Shaoyang （少阳） channels are usually chosen， with Jing-river points and Ashi points as the primary options. In terms of needle choice， for heat syndrome， filiform needles， three-edged needles， and cupping are often used for clearing heat and resolving toxins； for fire constraint syndrome， moxibustion and fire needles are employed to expel fire from the body. Regarding manipulation techniques， draining method can be used in both conditions， with heat syndrome requiring shallow needling and quick removal， while fire constraint syndrome requiring deeper and longer retention of needles， having an emphasis on hand pressure coordination and smooth qi flow. In clinical practice， it is essential to distinguish the presence of "constraint" and the depth of the disease location to appropriately combine "dispersing fire" and "cooling heat".

Hepatic sinusoidal capillarization is the first event in the process of fibrogenesis， and inhibiting hepatic sinusoidal capillarization can effectively improve the pathological process of liver fibrosis. Various studies have shown that traditional Chinese medicine can significantly inhibit hepatic sinusoidal capillarization. This article systematically reviews the effective constituents， monomers， and compound prescriptions of traditional Chinese medicine， summarizes their mechanism of action in inhibiting hepatic sinusoidal capillarization， and analyzes the theoretical core of traditional Chinese medicine in inhibiting hepatic sinusoidal capillarization from the perspective of traditional Chinese medicine， in order to provide ideas and literature support for the treatment of liver fibrosis.

OBJECTIVE To investigate the effects and mechanism of modified Xiaoqinglong decoction combined with bone marrow mesenchymal stem cells （BMSCs） on nasal-pulmonary-intestinal mucosal immunity in rats with cold asthma. METHODS SD rats were randomly divided into blank group， model group， BMSCs group， BMSCs+modified Xiaoqinglong decoction （6.39 g/kg） group， and BMSCs+dexamethasone （0.125 mg/kg） group， with 10 rats in each group. The cold asthma rat model was established by sensitization and atomization challenge with ovalbumin combined with aluminum hydroxide， together with cold air stimulation from air conditioners. One hour before the initial atomization challenge， rats in all groups except the blank group and model group were injected with BMSCs suspension via the tail vein. Starting from the 15th day of the experiment， rats in each group were intragastrically administered corresponding liquid medicine or normal saline once a day for 7 consecutive days. After the last administration， the asthmatic behavioral changes and pathological morphological changes of lung tissues in rats were evaluated. The levels of interleukin-6 （IL-6） and IL-10 in nasopharyngeal lavage fluid， bronchoalveolar lavage fluid （BALF） and intestinal mucus were detected. The expression levels of proteins related to the phosphatidylinositol 3-kinase （PI3K）/protein kinase B （Akt） signaling pathway in nasal， lung and intestinal tissues were determined. RESULTS Compared with the blank group， the asthmatic behavioral score， lung tissue injury score， IL-6 levels in nasopharyngeal lavage fluid， BALF and intestinal mucus， PI3K protein expression and Akt phosphorylation levels in nasal， lung and intestinal tissues of rats in the model group were significantly increased （ P ＜0.05）； the IL-10 levels in nasopharyngeal lavage fluid， BALF and intestinal mucus were significantly decreased （ P ＜0.05）. Alveolar atrophy， collapse and even fusion， abnormal hyperplasia and hypertrophy of bronchial smooth muscle， and massive inflammatory cell infiltration were observed. Compared with the model group， most of the above quantitative indicators in the BMSCs group， BMSCs+modified Xiaoqinglong decoction group and BMSCs+dexamethasone group were significantly reversed （ P ＜0.05）， and pathological injuries of lung tissues were markedly alleviated. Compared with the BMSCs group， most of the above quantitative indicators were further improved in the BMSCs+modified Xiaoqinglong decoction group （ P ＜0.05）. CONCLUSIONS Modified Xiaoqinglong decoction combined with BMSCs can effectively improve nasal-pulmonary-intestinal mucosal immunity and relieve asthmatic symptoms in cold asthma rats， and its mechanism may be related to inhibiting the activation of the PI3K/Akt signaling pathway.

OBJECTIVE To investigate the effects and mechanism of modified Xiaoqinglong decoction combined with bone marrow mesenchymal stem cells （BMSCs） on nasal-pulmonary-intestinal mucosal immunity in rats with cold asthma. METHODS SD rats were randomly divided into blank group， model group， BMSCs group， BMSCs+modified Xiaoqinglong decoction （6.39 g/kg） group， and BMSCs+dexamethasone （0.125 mg/kg） group， with 10 rats in each group. The cold asthma rat model was established by sensitization and atomization challenge with ovalbumin combined with aluminum hydroxide， together with cold air stimulation from air conditioners. One hour before the initial atomization challenge， rats in all groups except the blank group and model group were injected with BMSCs suspension via the tail vein. Starting from the 15th day of the experiment， rats in each group were intragastrically administered corresponding liquid medicine or normal saline once a day for 7 consecutive days. After the last administration， the asthmatic behavioral changes and pathological morphological changes of lung tissues in rats were evaluated. The levels of interleukin-6 （IL-6） and IL-10 in nasopharyngeal lavage fluid， bronchoalveolar lavage fluid （BALF） and intestinal mucus were detected. The expression levels of proteins related to the phosphatidylinositol 3-kinase （PI3K）/protein kinase B （Akt） signaling pathway in nasal， lung and intestinal tissues were determined. RESULTS Compared with the blank group， the asthmatic behavioral score， lung tissue injury score， IL-6 levels in nasopharyngeal lavage fluid， BALF and intestinal mucus， PI3K protein expression and Akt phosphorylation levels in nasal， lung and intestinal tissues of rats in the model group were significantly increased （ P ＜0.05）； the IL-10 levels in nasopharyngeal lavage fluid， BALF and intestinal mucus were significantly decreased （ P ＜0.05）. Alveolar atrophy， collapse and even fusion， abnormal hyperplasia and hypertrophy of bronchial smooth muscle， and massive inflammatory cell infiltration were observed. Compared with the model group， most of the above quantitative indicators in the BMSCs group， BMSCs+modified Xiaoqinglong decoction group and BMSCs+dexamethasone group were significantly reversed （ P ＜0.05）， and pathological injuries of lung tissues were markedly alleviated. Compared with the BMSCs group， most of the above quantitative indicators were further improved in the BMSCs+modified Xiaoqinglong decoction group （ P ＜0.05）. CONCLUSIONS Modified Xiaoqinglong decoction combined with BMSCs can effectively improve nasal-pulmonary-intestinal mucosal immunity and relieve asthmatic symptoms in cold asthma rats， and its mechanism may be related to inhibiting the activation of the PI3K/Akt signaling pathway.

Debates persist regarding the efficacy and safety of azvudine, particularly its real-world outcomes. This study involved patients aged ≥60 years who were admitted to 25 hospitals in mainland China with confirmed SARS-CoV-2 infection between December 1, 2022, and February 28, 2023. Efficacy outcomes were all-cause mortality during hospitalization, the proportion of patients discharged with recovery, time to nucleic acid-negative conversion (T _NANC), time to symptom improvement (T _SI), and time of hospital stay (T _HS). Safety was also assessed. Among the 5884 participants identified, 1999 received azvudine, and 1999 matched controls were included after exclusion and propensity score matching. Azvudine recipients exhibited lower all-cause mortality compared with controls in the overall population (13.3% vs. 17.1%, RR, 0.78; 95% CI, 0.67-0.90; P = 0.001) and in the severe subgroup (25.7% vs. 33.7%; RR, 0.76; 95% CI, 0.66-0.88; P < 0.001). A higher proportion of patients discharged with recovery, and a shorter T _NANC were associated with azvudine recipients, especially in the severe subgroup. The incidence of adverse events in azvudine recipients was comparable to that in the control group (2.3% vs. 1.7%, P = 0.170). In conclusion, azvudine showed efficacy and safety in older patients hospitalized with COVID-19 during the SARS-CoV-2 omicron wave in China.

Metastatic dissemination is the major cause of death from breast-cancer (BC). Fusobacterium nucleatum (F.n) is widely enriched in BC and has recently been identified as one of the high-risk factors for promoting BC metastasis. Here, with an experimental model, we demonstrated that intratumoral F.n induced BC aggressiveness by transcriptionally activating Epithelial-mesenchymal transition-associated genes. Therefore, the F.n may be a potential target to prevent metastasis. Given the fact that cancer-associated fibroblasts (CAFs) are abundant in BC and located near blood vessels, we report an optogenetic system that drives CAF to in situ produce human antibacterial peptide LL37, with the characteristics of biosafety and freely intercellular trafficking, for depleting intratumoral F.n, leading to a 72.1% reduction in lung metastatic nodules number without affecting the balance of the systemic flora. Notably, mild photothermal treatment was found that could normalize CAF, contributing to synergistically inhibiting BC metastasis. In addition, the system can also simultaneously encode a gene of TNF-related apoptosis-inducing ligand to suppress the primary tumor. Together, our study highlights the potential of local elimination of tumor pathogenic bacteria to prevent BC metastasis.

Glioma represents the most prevalent malignant tumor of the central nervous system, with chemotherapy serving as an essential adjunctive treatment. However, most chemotherapeutic agents exhibit limited ability to penetrate the blood-brain barrier (BBB). This study introduced a novel dual-targeting strategy for glioma therapy by modulating the formation of nanobody-driven protein coronas to enhance the brain and tumor-targeting efficiency of hydrophobic cisplatin prodrug-loaded lipid nanoparticles (C8Pt-Ls). Specifically, nanobodies (Nbs) with fibrinogen-binding capabilities were conjugated to the surface of C8Pt-Ls, resulting in the generation of Nb-C8Pt-Ls. Within the bloodstream, Nb-C8Pt-Ls could bound more fibrinogen, forming the protein corona that specifically interacted with LRP-1, a receptor highly expressed on the BBB. This interaction enabled a "Hitchhiking Effect" mechanism, facilitating efficient trans-BBB transport and promoting effective brain targeting. Additionally, the protein corona interacted with LRP-1, which is also overexpressed in glioma cells, achieving precise tumor targeting. Computational simulations and SPR detection clarified the molecular interaction mechanism of the Nb-fibrinogen-(LRP-1) complex, confirming its binding specificity and stability. Our results demonstrated that this strategy significantly enhanced C8Pt accumulation in brain tissues and tumors, induced apoptosis in glioma cells, and improved therapeutic efficacy. This study provides a novel framework for glioma therapy and underscores the potential of protein corona modulation-based dual-targeting strategies in advancing treatments for brain tumors.