Objective To evaluate the predictive value of different machine learning models constructed in a multicenter environment for potential organ donors and verify their clinical application feasibility. Methods The study included 2 000 inpatients admitted to five domestic tertiary hospitals from January 2020 to December 2023, who met the criteria for potential organ donation assessment. They were randomly divided into a training set and an internal validation set (7∶3). Another 300 similar patients admitted to the First Affiliated Hospital of Harbin Medical University from January 2024 to April 2025 were included as an external validation set. The area under the curve (AUC), sensitivity, specificity, accuracy and F1-score of three models were compared, and the consistency of the potential organ donor determination process was tested. Multivariate logistic regression analysis was used to identify predictive factors of potential organ donors. Decision curve analysis (DCA) was employed to verify the resource efficiency of each model, and the threshold interval and intervention balance point were assessed. Results Apart from age, there were no significant differences in other basic characteristics among the centers (all P>0.05). The consistency of the potential organ donor determination process among researchers in each center was good [all 95% confidence interval (CI) lower limits >0]. In the internal validation set, the XGBoost model had the best predictive performance (AUC=0.92, 95% CI 0.89-0.94) and the best calibration (P=0.441, Brier score 0.099). In the external validation set, the XGBoost model also had the best predictive performance (AUC=0.91, 95% CI 0.88-0.94), outperforming logistic regression and random forest models. Multivariate logistic regression showed that mechanical ventilation had the greatest impact (odds ratio=2.06, 95% CI 1.54-2.76, P<0.001). DCA indicated that the XGBoost model had the highest net benefit in the threshold interval of 0.2-0.6. The “treat all” strategy only had a slight advantage at extremely low thresholds. The recommended threshold interval, which balances intervention costs and clinical benefits, considers ≥50% positive predictive value (PPV) and ≤50 referrals per 100 high-risk patients. Conclusions The XGBoost model established in a multicenter environment is accurate and well-calibrated in predicting potential organ donors. Combined with DCA, it may effectively guide the timing of clinical interventions and resource allocation, providing new ideas for the assessment and management of organ donation after brain death.

Peripheral neurotoxicity represents one of the most severe dose-limiting adverse reactions associated with oxaliplatin， with genetic polymorphisms playing a significant role in oxaliplatin-induced peripheral neuropathy （OIPN）. OIPN can be categorized as acute or chronic based on onset timing. The former presents clinically as sensory abnormalities or even motor disorders， while the latter presents clinically as limb sensory disorders that persist， numbness or pain in the hands and feet. The transporter genes OCT2， OCTN2， and NHE1 may be implicated in OIPN； drug-metabolizing enzyme gene GSTP1 Ile105Val， DPYD rs1801265， voltage-gated sodium channel （NaV） gene SCN4A rs2302237， SCN9A rs6746030， SCN10A rs12632942， and other associated genes such as HLA-G rs1610696， rs371194629 and CCNH rs2230641， rs3093816 are associated with severe OIPN. Conversely， DNA repair-related gene XRCC1 rs23885， NaV gene SCN9A rs3750904， rs12478318 and rs6754031 are associated with reduced OIPN risk. In the future， the genetic research findings on OIPN can be translated into clinical applications， ultimately achieving individualized precision medicine for patients.

Traditional treatment for type 1 diabetes mellitus （T1DM） primarily involves insulin replacement， yet some patients encounter issues such as significant blood glucose fluctuations， high risk of hypoglycemia， and weight gain. In recent years， the adjuvant therapeutic role of non-insulin hypoglycemic drugs in T1DM has gradually gained attention. This article reviews the mechanisms of action and clinical research progress of five types of non-insulin hypoglycemic drugs in the treatment of T1DM： amylin analogues （pramlintide）， biguanides （metformin）， sodium-glucose co-transporter 2 inhibitor， dipeptidyl peptidase-4 inhibitor， and glucagon-like peptide-1 receptor agonist. It is found that these drugs can enhance clinical benefits for T1DM patients by improving insulin sensitivity， delaying gastric emptying， promoting urinary glucose excretion， and regulating incretin levels， thereby reducing glycated hemoglobin levels， decreasing insulin dosage， and managing body weight. Simultaneously， these drugs also present limitations such as low patient compliance due to complex dosing regimens， increased risk of diabetic ketoacidosis， and heterogeneity in glycemic control. Future research could focus on developing individualized treatment strategies， combining pharmacogenomics with novel biomarkers to precisely identify subpopulations of patients who may benefit， and delving into the potential value of these drugs in delaying diabetic vascular complications and improving patients’ quality of life.

ObjectiveTo evaluate the therapeutic effects of Huanglian Jiedutang on cerebral infarction injury in a mouse model of middle cerebral artery occlusion （MCAO） and to explore its mechanism of action on oligodendrocytes， particularly its potential in myelin repair. MethodsMultiple experimental approaches were used to evaluate cerebral ischemic injury and the effects of drug intervention. Laser speckle imaging was used to detect changes in cerebral blood flow， 2，3，5-Triphenyltetrazolium chloride （TTC） staining was used to measure infarct volume， and neurological function was scored according to the Zea-Longa criteria. Brain tissues were routinely embedded in paraffin and subjected to HE and Nissl staining to observe tissue structure and neuronal damage. Animals were divided into a sham group （n=24）， model group （n=24）， Huanglian Jiedutang group （n=24）， and Ginkgo biloba extract （GBE） group （n=18）. After 1 week of acclimatization， intragastric administration was initiated. The sham and model groups received normal saline， the Huanglian Jiedutang group was administered 1.82 g·kg^-1， and the GBE group was administered 0.432 g·kg^-1 after preparation as a 2.16 g·L^-1 solution. All groups were treated for 5 consecutive days at a dose of 0.2 mL·（10 g）^-¹·d^-¹. The MCAO model was established after the final administration on day 6. Single-cell RNA sequencing was used to analyze brain tissue cellular composition and changes in oligodendrocyte subpopulations. Distinct subpopulations were identified by Uniform manifold approximation and projection （UMAP） dimensionality reduction and unsupervised clustering， and marker gene expression was analyzed. Pathway enrichment and causal inference were further performed using IPA. Finally， real-time quantitative PCR was used to verify mRNA expression changes of myelin-related genes. ResultsCompared with the sham group， the model group showed significantly increased neurological function scores （P<0.01）， significantly impaired blood flow （P<0.01）， significantly enlarged cerebral infarct area （P<0.01）， and pathological changes including disordered cortical structural arrangement， aggravated cytoplasmic vacuolization， and increased Nissl bodies. Compared with the model group， the Huanglian Jiedutang and GBE groups showed significantly decreased neurological function scores （P<0.01）， markedly restored blood flow levels （P<0.01）， significantly reduced cerebral infarct area （P<0.01）， and improvement in cortical structural disorder， alleviation of cytoplasmic vacuolization， and a reduction in Nissl bodies. Single-cell data showed that a myelin-associated oligodendrocyte （Mye-OL） subpopulation existed among oligodendrocytes， which was closely related to myelin generation. Compared with the sham group， the number of Mye-OL cells decreased in the model group. Compared with the model group， the number of Mye-OL cells increased in the Huanglian Jiedutang group. This subpopulation promoted the expression of myelin-related genes， including MOG， MBP， and MAG， via transcription factors such as OLIG1， OLIG2， NKX2-2， and SOX10， thereby regulating myelin generation， restoring cognition， and exerting therapeutic effects on acute cerebral infarction. Compared with the sham group， the mRNA expression levels of OLIG1， OLIG2， NKX2-2， and SOX10 were significantly downregulated in the model group （P<0.01）， and the mRNA expression levels of myelin-related genes， including MOG， MBP， and MAG， were also significantly downregulated （P<0.01）. In contrast， compared with the model group， the Huanglian Jiedutang and GBE groups showed significantly upregulated mRNA expression levels of OLIG1， OLIG2， NKX2-2， and SOX10 （P<0.01）， and significantly upregulated mRNA expression levels of myelin-related genes， including MOG， MBP， and MAG （P<0.01）. ConclusionHuanglian Jiedutang exerts therapeutic effects on acute cerebral infarction by regulating the OLIG1/2-NKX2-2-SOX10 signaling pathway to promote myelin generation by Mye-OL cells.

ObjectiveTo evaluate the therapeutic effects of Huanglian Jiedutang on cerebral infarction injury in a mouse model of middle cerebral artery occlusion （MCAO） and to explore its mechanism of action on oligodendrocytes， particularly its potential in myelin repair. MethodsMultiple experimental approaches were used to evaluate cerebral ischemic injury and the effects of drug intervention. Laser speckle imaging was used to detect changes in cerebral blood flow， 2，3，5-Triphenyltetrazolium chloride （TTC） staining was used to measure infarct volume， and neurological function was scored according to the Zea-Longa criteria. Brain tissues were routinely embedded in paraffin and subjected to HE and Nissl staining to observe tissue structure and neuronal damage. Animals were divided into a sham group （n=24）， model group （n=24）， Huanglian Jiedutang group （n=24）， and Ginkgo biloba extract （GBE） group （n=18）. After 1 week of acclimatization， intragastric administration was initiated. The sham and model groups received normal saline， the Huanglian Jiedutang group was administered 1.82 g·kg^-1， and the GBE group was administered 0.432 g·kg^-1 after preparation as a 2.16 g·L^-1 solution. All groups were treated for 5 consecutive days at a dose of 0.2 mL·（10 g）^-¹·d^-¹. The MCAO model was established after the final administration on day 6. Single-cell RNA sequencing was used to analyze brain tissue cellular composition and changes in oligodendrocyte subpopulations. Distinct subpopulations were identified by Uniform manifold approximation and projection （UMAP） dimensionality reduction and unsupervised clustering， and marker gene expression was analyzed. Pathway enrichment and causal inference were further performed using IPA. Finally， real-time quantitative PCR was used to verify mRNA expression changes of myelin-related genes. ResultsCompared with the sham group， the model group showed significantly increased neurological function scores （P<0.01）， significantly impaired blood flow （P<0.01）， significantly enlarged cerebral infarct area （P<0.01）， and pathological changes including disordered cortical structural arrangement， aggravated cytoplasmic vacuolization， and increased Nissl bodies. Compared with the model group， the Huanglian Jiedutang and GBE groups showed significantly decreased neurological function scores （P<0.01）， markedly restored blood flow levels （P<0.01）， significantly reduced cerebral infarct area （P<0.01）， and improvement in cortical structural disorder， alleviation of cytoplasmic vacuolization， and a reduction in Nissl bodies. Single-cell data showed that a myelin-associated oligodendrocyte （Mye-OL） subpopulation existed among oligodendrocytes， which was closely related to myelin generation. Compared with the sham group， the number of Mye-OL cells decreased in the model group. Compared with the model group， the number of Mye-OL cells increased in the Huanglian Jiedutang group. This subpopulation promoted the expression of myelin-related genes， including MOG， MBP， and MAG， via transcription factors such as OLIG1， OLIG2， NKX2-2， and SOX10， thereby regulating myelin generation， restoring cognition， and exerting therapeutic effects on acute cerebral infarction. Compared with the sham group， the mRNA expression levels of OLIG1， OLIG2， NKX2-2， and SOX10 were significantly downregulated in the model group （P<0.01）， and the mRNA expression levels of myelin-related genes， including MOG， MBP， and MAG， were also significantly downregulated （P<0.01）. In contrast， compared with the model group， the Huanglian Jiedutang and GBE groups showed significantly upregulated mRNA expression levels of OLIG1， OLIG2， NKX2-2， and SOX10 （P<0.01）， and significantly upregulated mRNA expression levels of myelin-related genes， including MOG， MBP， and MAG （P<0.01）. ConclusionHuanglian Jiedutang exerts therapeutic effects on acute cerebral infarction by regulating the OLIG1/2-NKX2-2-SOX10 signaling pathway to promote myelin generation by Mye-OL cells.

Ductular reaction （DR） refers to the adaptive pathological changes that occur after hepatobiliary injury， and it is essentially a repair response involving the proliferation， fibrosis， and inflammation of biliary epithelial cell （BEC）. With the understanding of the biological function of BEC， the potential value of DR in disease prognosis and treatment has gradually become a research hotspot. This article systematically reviews the molecular mechanism of DR， its potential as a therapeutic target， and future development directions， as well as novel therapies suggested by targeting these molecular mechanisms， in order to provide a new direction for overcoming current bottlenecks in the treatment of bile duct diseases.

Objective:To evaluate the clinical efficacy of"Shibao Decoction"in the management of late-onset hypogonadism(LOH)caused by deficiency of kidney essence.Methods:Sixty male patients with late-onset hypogonadism of kidney essence defi-ciency type were randomly assigned to the treatment group and the control group,each with 30 cases.The patients in treatment group were treated with oral Shibao Decoction,while the control group was treated with oral Testosterone Undecanoate Capsules.The patients in both groups were treated for 12 weeks.The PADAM symptom score,TCM syndrome score,serum total testosterone(TT),serum free testosterone(FT),sex hormone binding globulin(SHBG),body mass index(BMI),total skeletal muscle mass index(SMI),appendicular skeletal muscle mass index(ASMI),FBG,FINS,and insulin resistance index(HOMA-IR)levels were compared be-tween the two groups.Results:After treatment,PADAM scores for each item and TCM symptoms score decreased,TT and FT in-creased in both groups,all with statistically significant differences from those of pre-treatment(P＜0.05).The level of SHBG in the control group decreased(P＜0.05),which had not changed significantly in the treatment group(P＞0.05).After treatment,SMI and ASMI increased in both groups significantly(P＜0.05).BMI decreased in the control group(P＜0.05),which had not changed significantly in the treatment group(P＞0.05).The level of FINS decreased in the control group(P＜0.05),which had not changed significantly in the treatment group(P＞0.05).FPG had not changed significantly in both groups(P＞0.05),and the insulin resist-ance index(HOMA-IR)had significantly improved in both groups,all with statistically significant differences from those of pre-treat-ment(P＜0.05).After treatment,the total effective rates of PADAM score and TCM syndrome score in the treatment group were 73.3％and 86.6％respectively,and the total effective rates in the control group were 66.7％and 76.6％respectively.The total ef-fective rates of the two scores in the treatment group were slightly higher than those in the control group(P＞0.05).There was no sig-nificant difference in the indicators between the two groups after treatment,and the treatment group is generally comparable with the control group in the therapeutic effects(P＞0.05).And no adverse reactions occurred during treatment in both groups.Conclu-sion:The"Shibao Decoction"has a remarkable therapeutic effect on late-onset hypogonadism caused by deficiency of kidney essence and has good safety.It can be used as an alternative to testosterone undecanoate and is worthy of clinical promotion and application.

Objective To search,evaluate and synthesise the best available evidence on prevention strategies for unplanned extubation of nasogastric tube in adult inpatients and to offer a reference in management of safety and efficiency.Methods Literature on prevention strategies for unplanned extubation of nasogastric tube in adult inpatients was retrieved across BMJ Best Practice,UpToDate,JBI Center for Evidence Based Healthcare International Collaboration Library,Medlive,US National Guidelines Database,International Guidelines Collaboration Group,Scottish InterAcademy Guidelines Network,Ontario Registered Nurses Association of Canada,UK National Institute for Clinical Optimization,New Zealand Guidelines Research Group,PubMed,EMbase,Cochrane Library,Web of Science,EBSCO,CINAHL,CNKI,CBM Database,Wanfang Data and VIP Database,from the inception of databases to August 2024.Retrieved literature included guidelines,clinical decisions,recommended practices,evidence summaries,expert consensus and systematic reviews.Two researchers evaluated the literature methodologically and then summarised evidence from the included data.Results Fifteen publications(2 guidelines,1 clinical decision,3 recommended practices,7 evidences and 2 systematic reviews)were included.A total of 30 pieces of evidence were extracted and they were grouped into 7 themes:risk assessment,selection of nasogastric tube,depth of intubation,tube fixation,tube position,tube management and patient education.Conclusion Clinicians should integrate the best evidences into clinical practice and assess risk factors for unplanned extubation of nasogastric tube in adult inpatients.Personalised early intervention plans should be made to reduce or avoid the unplanned extubation.

Objective:To explore expression changes of different vascular endothelial growth factor A (VEGFA) isoforms in human retinal pigment epithelial cell line ARPE-19 cells under high glucose conditions.Methods:ARPE-19 cells were divided into blank control group, control group 1, control group 2, HG1 group, and HG2 group treated with 5.5 mmol/L glucose, 5.5 mmol/L glucose+ 19.5 mmol/L mannitol, 5.5 mmol/L glucose+ 44.5 mmol/L mannitol, 25.0 mmol/L glucose, and 50.0 mmol/L glucose, respectively.The blank control group, control group 1, and control group 2 were treated for 72 hours, while HG1 and HG2 groups were treated for 24, 48, and 72 hours.The relative expression of VEGFA isoforms was detected by fluorescent quantitative PCR.Total VEGFA, SERPINF1 (pigment epithelium-derived factor, PEDF), a negative regulator of VEGF signaling, and VEGF165 (V4, 5, 10) protein expression was measured by Western blot.Results:Total VEGFA mRNA and protein expression in ARPE-19 cells showed statistically significant differences at both 25 mmol/L and 50 mmol/L glucose concentrations across different culture periods (mRNA: F=114.60, 143.60; both P<0.05.protein: F=10.00, 8.04; both P<0.05). Compared to the respective controls, the relative expression of total VEGFA mRNA and protein increased significantly at 24, 48, and 72 hours after treatment (all P<0.05). There was no significant difference in SERPINF1 (PEDF) mRNA or protein expression in ARPE-19 cells across different time points at 25 mmol/L or 50 mmol/L glucose concentrations (mRNA: F=0.86, 0.32; both P>0.05.protein: F=1.25, 0.08; both P>0.05). The mRNA expression levels of VEGFA isoforms in ARPE-19 cells from highest to lowest were VEGF165(V4, 5, 10), VEGF121(V6), VEGF189(V2), VEGF111(V8) and VEGF165b(V7). The relative VEGF111(V8) mRNA expression level was significantly lower in HG1-24 hour group than in control group 1, the relative VEGF189(V2) and VEGF121(V6) mRNA expression levels were significantly higher in HG1-48 hour group than in control group 1, the relative VEGF121(V6) and VEGF165b(V7) mRNA expression levels were significantly higher in HG1-72 hour group than in control group 1, with statistically significant differences (all P<0.05). The relative VEGF111(V8) and VEGF165(V4, 5, 10) mRNA expression levels were significantly higher in the HG2-24 hour group than in control group 2, the relative VEGF165(V4, 5, 10) and VEGF165b(V7) mRNA expression levels were significantly higher in HG2-48 hour group than control group 2, and the relative VEGF189(V2), VEGF111(V8), VEGF165(V4, 5, 10), and VEGF165b(V7) mRNA expression levels were significantly higher in HG2-72 hour group than in control group 2, with statistically significant differences (all P<0.05). The relative VEGF165(V4, 5, 10) protein expression levels in blank control group, control group 1, HG1-24 hour group, HG1-48 hour group, and HG1-72 hour group were 1.01±0.07, 1.05±0.07, 1.16±0.06, 1.37±0.08, and 1.28±0.05, respectively, with a statistically significant overall difference ( F=10.36, P<0.05). The relative VEGF165(V4, 5, 10) protein expression level was significantly higher in HG1-48 hour group than in control group 1 ( P<0.05). The relative protein expression levels of VEGF165(V4, 5, 10) in blank control group, control group 2, HG2-24 hour group, HG2-48 hour group, and HG2-72 hour group were 1.02±0.05, 1.12±0.00, 1.22±0.05, 1.53±0.21, and 1.77±0.04, respectively, with a statistically significant overall difference ( F=16.55, P<0.001). The relative VEGF165(V4, 5, 10) protein levels were significantly higher in HG2-48 hour group and HG2-72 hour group than in control group 2 (both P<0.05). Conclusions:In ARPE-19 cells, mRNA abundance of VEGFA isoforms from highest to lowest were VEGF165(V4, 5, 10), VEGF121(V6), VEGF189(V2), VEGF111(V8), VEGF165b(V7). VEGF121(V6) mRNA expression level is significantly increased at 25 mmol/L high glucose concentration, whereas VEGF165(V4, 5, 10) mRNA expression level shows significant elevation only at 50 mmol/L high glucose.Under both high glucose conditions, isoforms with significantly elevated mRNA expression levels are VEGF189(V2) and VEGF165b(V7), while SERPINF1 (PEDF) expression level does not change significantly.

Objective:To investigate the effects of circular RNA(circRNA)hsa_circ_0081621 on the malignant biological behaviors of human laryngeal squamous cell carcinoma AMC-HN-8 and TU177 cells.Methods:AMC-HN-8 and TU177 cells were routinely cultured.si-NC,si-hsa_circ_0081621,empty vector(vector),and hsa_circ_0081621 overexpression vector(hsa_circ_0081621-OE)were transfected into AMC-HN-8 and TU177 cells,namely si-NC,si-hsa_circ_0081621,vector,and hsa_circ_0081621-OE groups,respectively.The effects of knockdown or overexpression of hsa_circ_0081621 on the proliferation,migration,and invasion of AMC-HN-8 and TU177 cells were detected by CCK-8 assay,colony formation assay,scratch wound healing assay,and Transwell chamber assay.Results:Successful knockdown or overexpression of hsa_circ_0081621 was achieved in AMC-HN-8 and TU177 cells.hsa_circ_0081621 knockdown significantly inhibited while hsa_circ_0081621 overexpression significantly promoted the proliferation,migration,and invasion of AMC-HN-8 and TU177 cells(P<0.01 or P<0.001 or P<0.0001).Conclusion:hsa_circ_0081621 promotes the malignant biological behaviors of human laryngeal squamous cell carcinoma AMC-HN-8 and TU177 cells.