Rapid developments in biotechnology have led researchers to seek new method to improve the efficiency and accuracy of biomedical research and drug development,promoting interdisciplinary integration.Recent advancements in artificial intelligence(AI)technologies have brought unprecedented opportunities to this field.The integration of various AI models allows researchers to better utilize multi-omics data,identify disease phenotypes,interpret animal behavior,assess treatment effects,improve experimental designs,reduce the use of experimental animals,enhance animal facility management,and improve animal welfare.This article reviews the advancements in AI biomedical research over the past decade and discusses its contributions to disease phenotype identification,the selection and design of experimental animal models,animal behavior analysis,and animal facility management.It also points out the challenges related to data standardization,AI model selection and interpretability,the extrapolation process from AI models to animal experiments and clinical practice,as well as ethical considerations in using AI in sensitive areas involving human genetics and personalized medicine.This review aims to help researchers and practitioners in relevant fields understand the current state and opportunities of AI development,thus providing support for its broader application.

Thyroid hormone receptors (THRs), a crucial nuclear receptor protein family, primarily consist of two categories: α receptors and β receptors. Among them, THRβ is the primary subtype of thyroid hormone that confers benefits to the liver. In the last two decades, there have been efforts to develop THRβ agonists that selectively yield beneficial effects on the liver, such as lowering triglycerides and cholesterol, while reducing adverse effects on the heart, muscle, and bone. This paper systematically reviews strategies to enhance the safety of THRβ agonists for the treatment of MASH, with a focus on improving the selectivity of THRα and increasing the distribution of the drug in the liver. Additionally, we explore the potential application of this target in addressing other medical indications.

Objective:To elucidate the regulatory role of matrix metallopeptidase 14 (MMP14) in the migration of chondrogenic precursor cells, thereby providing data support for investigating the pathogenesis of microtia.Methods:An in vitro differentiation model was established using human induced pluripotent stem cells (iPSCs) sequentially induced into neural crest cells (iNCCs) and subsequently into chondrogenic precursor cells (iCPCs), combined with lentivirus-mediated knockdown of MMP14, to investigate the effects of MMP14 on the biological characteristics of iCPCs, including proliferation, differentiation, and migration. Collective cell migration was assessed using scratch wound healing and Transwell migration assays; directional migration was characterized via high-content live-cell imaging; single-cell adhesion force was measured using a micromanipulation system. Collagen degradation was evaluated through hydroxyproline digestion assays. Cell proliferation was analyzed using the CCK-8 assay, and the expression of osteogenic/chondrogenic-related genes (SOX5/6/9, COL1A1, COL2A1, RUNX2, TWIST1) were quantified by real-time quantitative PCR. Immunofluorescence staining was used to assess the expression of F-actin and CD44 proteins. Additionally, transcriptomic sequencing was performed on iCPCs before and after MMP14 knockdown. Results:iPSC→iNCC→iCPC differentiation model was established in vitro. The resulting iCPCs expressed osteo/chondrogenic marker genes, including SOX5, SOX6, SOX9, COL1A1, COL2A1, RUNX2, and TWIST1, and exhibited positive expression of mesenchymal stem cell markers CD90, CD105, and CD73. Upon further induction, functional cartilage spheroids were formed. Compared with normal auricular chondrocytes, auricular chondrocytes from microtia patients showed reduced expression of MMP14 at both mRNA and protein levels. Lentivirus-mediated shRNA knockdown of MMP14 in iCPCs resulted in a marked decrease in its mRNA and protein expression. MMP14 knockdown significantly impaired collective migration of iCPCs, as evidenced by reduced wound closure rates in scratch assays and decreased numbers of migrated cells in Transwell assays. High-content live-cell imaging revealed that MMP14-deficient iCPCs displayed more erratic migration trajectories and a lower straight-line migration ratio. Single-cell adhesion assays showed extracellular matrix (ECM)-dependent alterations: cell adhesion was enhanced on matrigel-coated surfaces but weakened under uncoated conditions. MMP14 knockdown also led to reduced proliferation, decreased collagen degradation, diminished F-actin expression, fewer peripheral adhesion sites, and downregulation of CD44 protein expression, without significantly affecting the expression of chondrogenic genes such as SOX6, SOX9, COL1A1, COL2A1, RUNX2, and TWIST1. Transcriptomic analysis further revealed that MMP14 knockdown significantly downregulated genes involved in extracellular matrix organization, cell adhesion, migration, and tissue development, with enrichment in pathways including ECM-receptor interaction, focal adhesion, and MAPK signaling. Conclusion:MMP14 plays a critical role in the directional migration of chondrogenic precursor cells by regulating ECM remodeling, adhesion signaling, and cytoskeletal proteins.

Objective: To assess the association between the metabolic score for insulin resistance index (METS-IR) and overactive bladder (OAB) in the US population，so as to explore the potential of METS-IR as a predictive tool for OAB risk and to provide insights for early screening and intervention strategies. Methods: Based on the data from the National Health and Nutrition Examination Survey (NHANES) 2005-2018，a cross-sectional design was employed，and multivariate logistic regression models were used to analyze the association between METS-IR and OAB. METS-IR was analyzed both as a continuous variable and categorized into quartiles. To further validate the association between METS-IR and OAB across diverse populations，subgroup analyses were conducted in participants stratified by clinical characteristics. Smooth curve fitting was employed to test the linearity of the METS-IR-OAB relationship. Results: Elevated METS-IR was associated with an increased risk of OAB (P<0.001)，and this positive correlation remained stable when METS-IR was categorized into quartiles (P<0.001). Subgroup analyses revealed that the association between METS-IR and OAB was more pronounced in females，participants younger than 55 years，and non-diabetic individuals (P<0.05). Furthermore，smooth curve fitting confirmed a linear positive correlation between METS-IR and OAB，with this linear relationship observed in both diabetic and non-diabetic groups. Conclusion: This study，based on the NHANES 2005-2018 database，found a linear positive correlation between METS-IR and OAB.

BACKGROUND:The proliferation and phenotypic maintenance of chondrocytes are limited under two-dimensional culture conditions.Porous microspheres serve as scaffolds,providing a three-dimensional culture environment that better mimics in vivo growth conditions.Stromal cell derived factor-1,a homeostatic cytokine with potent chemotactic effects,facilitates cell adhesion and proliferation.OBJECTIVE:To investigate the impact of stromal cell derived factor-1 grafted poly-L-lactic acid porous microspheres on the biological characteristics of chondrocytes and the formation of cartilage tissue.METHODS:(1)The effects of different concentrations of stromal cell derived factor-1 on rabbit chondrocyte proliferation,migration,and phenotypic maintenance were investigated in an in vitro setting.(2)Poly-L-lactic acid porous microspheres were prepared by double emulsion method.Stromal cell derived factor-1 was grafted onto poly-L-lactic acid porous microspheres through carbodiimide reaction.The grafting was verified by enzyme-linked immunosorbent assay and incubation with stromal cell derived factor-1-specific fluorescent antibodies.(3)Rabbit chondrocytes were inoculated on poly-L-lactic acid porous microspheres and grafted on stromal cell derived factor-1 poly-L-lactic acid porous microspheres to detect cell proliferation and adhesion.(4)The methylacrylamide-gelatin-chondrocyte complex(control group),poly-L-lactic acid porous microsphere-methylacrylamide-gelatin-chondrocyte complex(porous microsphere group),and grafted stromal cell derived factor-1 poly-L-lactic acid porous microsphere-methylacrylamide-gelatin-chondrocyte complex(porous microsphere modified group)were implanted under the skin of the back of nude mice,respectively.Samples were collected 8 weeks later and detected using histological staining and qRT-PCR for chondroblast related genes.RESULTS AND CONCLUSION:(1)Compared with 0 and 1 000 ng/mL stromal cell derived factor-1,1 and 500 ng/mL stromal cell derived factor 1 could promote the proliferation and migration of chondrocytes,and enhance the mRNA expression levels of type Ⅱ collagen,elastin,proliferating cell nuclear antigen,and Bcl-2 in chondrocytes.(2)Stromal cell derived factor-1 was successfully grafted onto poly-L-lactic acid porous microspheres with a grafting rate of 93.75%.(3)Compared with poly-L-lactic acid porous microspheres,grafted stromal cell derived factor-1 poly-L-lactic acid porous microspheres promoted the proliferation and adhesion of chondrocytes.(4)After 8 weeks of subcutaneous implantation in nude mice,compared with the control group and the porous microsphere group,the porous microsphere modified group had clearer cartilage lacunae structure,more chondro-specific matrix and type Ⅱ collagen deposition,and increased expression of elastin,type Ⅱ collagen,proliferating cell nuclear antigen,and Bcl-2 mRNA.These findings indicate that stromal cell derived factor-1 grafted poly-L-lactic acid porous microspheres are beneficial to chondrocyte adhesion,proliferation,phenotypic maintenance,and the formation of cartilage tissue in vivo.

Rapid developments in biotechnology have led researchers to seek new method to improve the efficiency and accuracy of biomedical research and drug development,promoting interdisciplinary integration.Recent advancements in artificial intelligence(AI)technologies have brought unprecedented opportunities to this field.The integration of various AI models allows researchers to better utilize multi-omics data,identify disease phenotypes,interpret animal behavior,assess treatment effects,improve experimental designs,reduce the use of experimental animals,enhance animal facility management,and improve animal welfare.This article reviews the advancements in AI biomedical research over the past decade and discusses its contributions to disease phenotype identification,the selection and design of experimental animal models,animal behavior analysis,and animal facility management.It also points out the challenges related to data standardization,AI model selection and interpretability,the extrapolation process from AI models to animal experiments and clinical practice,as well as ethical considerations in using AI in sensitive areas involving human genetics and personalized medicine.This review aims to help researchers and practitioners in relevant fields understand the current state and opportunities of AI development,thus providing support for its broader application.

Objective:To elucidate the regulatory role of matrix metallopeptidase 14 (MMP14) in the migration of chondrogenic precursor cells, thereby providing data support for investigating the pathogenesis of microtia.Methods:An in vitro differentiation model was established using human induced pluripotent stem cells (iPSCs) sequentially induced into neural crest cells (iNCCs) and subsequently into chondrogenic precursor cells (iCPCs), combined with lentivirus-mediated knockdown of MMP14, to investigate the effects of MMP14 on the biological characteristics of iCPCs, including proliferation, differentiation, and migration. Collective cell migration was assessed using scratch wound healing and Transwell migration assays; directional migration was characterized via high-content live-cell imaging; single-cell adhesion force was measured using a micromanipulation system. Collagen degradation was evaluated through hydroxyproline digestion assays. Cell proliferation was analyzed using the CCK-8 assay, and the expression of osteogenic/chondrogenic-related genes (SOX5/6/9, COL1A1, COL2A1, RUNX2, TWIST1) were quantified by real-time quantitative PCR. Immunofluorescence staining was used to assess the expression of F-actin and CD44 proteins. Additionally, transcriptomic sequencing was performed on iCPCs before and after MMP14 knockdown. Results:iPSC→iNCC→iCPC differentiation model was established in vitro. The resulting iCPCs expressed osteo/chondrogenic marker genes, including SOX5, SOX6, SOX9, COL1A1, COL2A1, RUNX2, and TWIST1, and exhibited positive expression of mesenchymal stem cell markers CD90, CD105, and CD73. Upon further induction, functional cartilage spheroids were formed. Compared with normal auricular chondrocytes, auricular chondrocytes from microtia patients showed reduced expression of MMP14 at both mRNA and protein levels. Lentivirus-mediated shRNA knockdown of MMP14 in iCPCs resulted in a marked decrease in its mRNA and protein expression. MMP14 knockdown significantly impaired collective migration of iCPCs, as evidenced by reduced wound closure rates in scratch assays and decreased numbers of migrated cells in Transwell assays. High-content live-cell imaging revealed that MMP14-deficient iCPCs displayed more erratic migration trajectories and a lower straight-line migration ratio. Single-cell adhesion assays showed extracellular matrix (ECM)-dependent alterations: cell adhesion was enhanced on matrigel-coated surfaces but weakened under uncoated conditions. MMP14 knockdown also led to reduced proliferation, decreased collagen degradation, diminished F-actin expression, fewer peripheral adhesion sites, and downregulation of CD44 protein expression, without significantly affecting the expression of chondrogenic genes such as SOX6, SOX9, COL1A1, COL2A1, RUNX2, and TWIST1. Transcriptomic analysis further revealed that MMP14 knockdown significantly downregulated genes involved in extracellular matrix organization, cell adhesion, migration, and tissue development, with enrichment in pathways including ECM-receptor interaction, focal adhesion, and MAPK signaling. Conclusion:MMP14 plays a critical role in the directional migration of chondrogenic precursor cells by regulating ECM remodeling, adhesion signaling, and cytoskeletal proteins.

BACKGROUND:The proliferation and phenotypic maintenance of chondrocytes are limited under two-dimensional culture conditions.Porous microspheres serve as scaffolds,providing a three-dimensional culture environment that better mimics in vivo growth conditions.Stromal cell derived factor-1,a homeostatic cytokine with potent chemotactic effects,facilitates cell adhesion and proliferation.OBJECTIVE:To investigate the impact of stromal cell derived factor-1 grafted poly-L-lactic acid porous microspheres on the biological characteristics of chondrocytes and the formation of cartilage tissue.METHODS:(1)The effects of different concentrations of stromal cell derived factor-1 on rabbit chondrocyte proliferation,migration,and phenotypic maintenance were investigated in an in vitro setting.(2)Poly-L-lactic acid porous microspheres were prepared by double emulsion method.Stromal cell derived factor-1 was grafted onto poly-L-lactic acid porous microspheres through carbodiimide reaction.The grafting was verified by enzyme-linked immunosorbent assay and incubation with stromal cell derived factor-1-specific fluorescent antibodies.(3)Rabbit chondrocytes were inoculated on poly-L-lactic acid porous microspheres and grafted on stromal cell derived factor-1 poly-L-lactic acid porous microspheres to detect cell proliferation and adhesion.(4)The methylacrylamide-gelatin-chondrocyte complex(control group),poly-L-lactic acid porous microsphere-methylacrylamide-gelatin-chondrocyte complex(porous microsphere group),and grafted stromal cell derived factor-1 poly-L-lactic acid porous microsphere-methylacrylamide-gelatin-chondrocyte complex(porous microsphere modified group)were implanted under the skin of the back of nude mice,respectively.Samples were collected 8 weeks later and detected using histological staining and qRT-PCR for chondroblast related genes.RESULTS AND CONCLUSION:(1)Compared with 0 and 1 000 ng/mL stromal cell derived factor-1,1 and 500 ng/mL stromal cell derived factor 1 could promote the proliferation and migration of chondrocytes,and enhance the mRNA expression levels of type Ⅱ collagen,elastin,proliferating cell nuclear antigen,and Bcl-2 in chondrocytes.(2)Stromal cell derived factor-1 was successfully grafted onto poly-L-lactic acid porous microspheres with a grafting rate of 93.75%.(3)Compared with poly-L-lactic acid porous microspheres,grafted stromal cell derived factor-1 poly-L-lactic acid porous microspheres promoted the proliferation and adhesion of chondrocytes.(4)After 8 weeks of subcutaneous implantation in nude mice,compared with the control group and the porous microsphere group,the porous microsphere modified group had clearer cartilage lacunae structure,more chondro-specific matrix and type Ⅱ collagen deposition,and increased expression of elastin,type Ⅱ collagen,proliferating cell nuclear antigen,and Bcl-2 mRNA.These findings indicate that stromal cell derived factor-1 grafted poly-L-lactic acid porous microspheres are beneficial to chondrocyte adhesion,proliferation,phenotypic maintenance,and the formation of cartilage tissue in vivo.

In order to search for coumarin-based anti-platelet aggregation compounds with high efficacy and good druggability,twenty-five 3-acetyl-7-hydroxy-coumarin oxime derivatives(6a-6y)were synthesized via Vilsmeier-Haack reaction,Knoevenagel reaction,Williamson reaction,electrophilic substitution reaction and oximation reaction from resorcinol.Their structures were confirmed by HRMS and 1H NMR spectra.The anti-platelet aggregation activity of the target compounds was evaluated using Born's turbidimetric method.The results revealed that most of them could significantly inhibit platelet aggregation induced by adenosine diphosphate(ADP),collagen,arachidonic acid(AA)and thrombin.Among them,the target compounds 6a and 6b not only had strong inhibitory activity on platelet aggregation induced by the four inducers,but also exhibited good water solubility(3.46 mg/mL and 3.85 mg/mL,respectively)and lipid-water partition coefficient(2.56 and 2.85,respectively)and were expected to become a preclinical candidate compound with multi-target action against platelet aggregation.

Objective To investigate whether activation of mitochondrial acetal dehydrogenase 2(ALDH2)alleviates hypoxic pulmonary hypertension by regulating the SIRT1/PGC-1α signaling pathway.Methods Thirty 8-week-old C57 BL/6 mice were randomized into control,hypoxia,and hypoxia+Alda-1(an ALDH2 activator)group(n=10),and the mice in the latter two groups,along with 10 ALDH2 knockout(ALDH2-/-)mice,were exposed to hypoxia(10%O2,90%N2)with or without daily intraperitoneal injection of Alda-1 for 4 weeks.The changes in right ventricular function and pressure(RVSP)of the mice were evaluated by echocardiography and right ventricular catheter test,and pulmonary artery pressure was estimated based on RVSP.Pulmonary vascular remodeling,right ventricular injury,myocardial α-SMA expression,distal pulmonary arteriole muscle normalization,right ventricular cross-sectional area,myocardial cell hypertrophy,and right cardiac hypertrophy index were assessed with HE staining,immunofluorescence staining and WGA staining,and the expressions of ALDH2,SIRT1,PGC-1α,P16INK4A and P21CIP1 were detected.In pulmonary artery smooth muscle cells with hypoxic exposure,the effect of Alda-1 and EX527 on cell senescence and protein expressions was evaluated using β-galactose staining and Western blotting.Results The wild-type mice with hypoxic exposure showed significantly increased RVSP,right ventricular free wall thickness and myocardial expressions of P16INK4A and P21CIP1,which were effectively lowered by treatment with Alda-1 but further increased in ALDH2-/-mice.In cultured pulmonary artery smooth muscle cells,hypoxic exposure significantly increased senescent cell percentage and cellular expressions of P16INK4A and P21CIP1,which were all lowered by treatment with Alda-1,but its effect was obviously attenuated by EX527 treatment.Conclusion ALDH2 alleviates hypoxia-induced senescence of pulmonary artery smooth muscle cells by upregulating the SIRT1/PGC-1α signaling pathway to alleviate pulmonary hypertension in mice.