Aim To investigate the effects of sodium lactate(NALA)on right heart failure induced by monocrotaline(MCT)-induced pulmonary arterial hy-pertension in rats and to reveal the underlying mecha-nisms.Methods Forty male Sprague-Dawley(SD)rats were randomly allocated into four groups,with ten rats in each group,namely,MCT group,NALA group,and NALA+MCT group;the MCT and NALA+MCT groups were administered a single intraperito-neal injection of MCT at 60 mg·kg-1 to induce pul-monary hypertension,and one week later,the NALA and NALA+MCT groups received intraperitoneal in-jections of NALA at 0.1 g·kg-1(once a day,for 5 weeks),while the CON and MCT groups received e-qual volumes of physiological saline(once a day,for 5 weeks);right heart function was assessed using echo-cardiography,right ventricular and pulmonary artery remodeling were evaluated via histopathological sec-tions,and the expression levels of ANP,BNP,and in-flammatory factors were measured by ELISA,along with assessments of oxidative stress levels,Western blot detection of the expression levels of proteins in the TLR4/NF-κB signaling pathway.Results Compared to the CON group,the MCT group exhibited increased RVSP and RVHI,decreased right heart function,in-creased collagen fiber deposition,and elevated oxida-tive stress and inflammatory factor expression,and the expression levels of proteins in the TLR4/NF-κB signa-ling pathway increased(P＜0.05);compared to the MCT group,the NALA+MCT group showed reduced RVSP and RVHI,improved right heart function,atten-uated pulmonary vascular remodeling,decreased ex-pression of ANP,BNP,inflammatory factors,and H2O2,along with increased antioxidant enzyme expres-sion,and the expression levels of proteins in the TLR4/NF-κB signaling pathway decreased(P＜0.05).Conclusion NALA can inhibit right ventric-ular remodeling in rats with pulmonary hypertension,and the underlying mechanism may involve the allevia-tion of inflammatory responses and oxidative stress through the inhibition of the TLR4/NF-κB signaling pathway.

Objective:To explore the therapeutic effect of Banxia Baizhu Tianma Decoction on phlegm-dampness-blocking cervical vertigo and its influence on neck hemodynamics.Methods:96 patients with phlegm-dampness block type cervical vertigo admitted to our hospital from January 2022 to January 2024 were divided into control group and observation group,48 cases in each group.The control group was treated with conventional Western medicine,and the observation group was treated with Banxia Baizhu Tianma Decoction.Both groups were treated for 4 weeks and followed up for 6 months.The reduction time and disappearance time of vertigo were recorded.The score of cervical vertigo Symptom and Function Assessment Scale(ESCV)was performed before treatment and 1 day after treatment.The average blood flow level of basilar artery,right vertebral artery and left vertebral artery was detected,and the total clinical effective rate,recurrence rate and adverse reaction rate of the two groups were compared.Results:The reduction time and disappearance time of vertigo in the observation group were shorter than those in the control group(P＜0.05).Post-treatment,the ESCV score of both groups was higher than that before treatment;compared with the control group,the ESCV score of the observation group was higher post-treatment(P＜0.05).The total clinical effective rate of observation group was higher than that of control group,and the recurrence rate was lower than that of control group(P＜0.05).The hemodynamic index were higher after treatment than in the control group(P＜0.05).There was no difference in the incidence of adverse reactions between the two groups(P＞0.05).Conclusion:Banxia Baizhu Tianma Decoction has certain curative effect on phlegm-dampness block type cervical vertigo,can effectively relieve vertigo symptoms,reduce recurrence,improve neck hemodynamics,and is safe,worthy of popularization and application.

Objective:To explore the therapeutic effect of Banxia Baizhu Tianma Decoction on phlegm-dampness-blocking cervical vertigo and its influence on neck hemodynamics.Methods:96 patients with phlegm-dampness block type cervical vertigo admitted to our hospital from January 2022 to January 2024 were divided into control group and observation group,48 cases in each group.The control group was treated with conventional Western medicine,and the observation group was treated with Banxia Baizhu Tianma Decoction.Both groups were treated for 4 weeks and followed up for 6 months.The reduction time and disappearance time of vertigo were recorded.The score of cervical vertigo Symptom and Function Assessment Scale(ESCV)was performed before treatment and 1 day after treatment.The average blood flow level of basilar artery,right vertebral artery and left vertebral artery was detected,and the total clinical effective rate,recurrence rate and adverse reaction rate of the two groups were compared.Results:The reduction time and disappearance time of vertigo in the observation group were shorter than those in the control group(P＜0.05).Post-treatment,the ESCV score of both groups was higher than that before treatment;compared with the control group,the ESCV score of the observation group was higher post-treatment(P＜0.05).The total clinical effective rate of observation group was higher than that of control group,and the recurrence rate was lower than that of control group(P＜0.05).The hemodynamic index were higher after treatment than in the control group(P＜0.05).There was no difference in the incidence of adverse reactions between the two groups(P＞0.05).Conclusion:Banxia Baizhu Tianma Decoction has certain curative effect on phlegm-dampness block type cervical vertigo,can effectively relieve vertigo symptoms,reduce recurrence,improve neck hemodynamics,and is safe,worthy of popularization and application.

Objective:To explore the impact of marital status on the prognosis of adult patients with primary intrahepatic cholangiocarcinoma.Methods:3283 patients with primary intrahepatic single tube carcinoma from 1998 to 2018 were collected.They were divided into married group(n=1999)and unmarried group(n=1284)based on marital status.The clinical data of adult patients with primary intrahepatic cholangiocarcinoma of different marital statuses were compared.Kaplan Meier survival curves were used to analyze the survival status of adult patients with primary intrahepatic cholangiocarcinoma in different marital statuses.Univariate and multivariate Cox regression analysis were used to investigate the factors affecting the survival of adult patients with primary intrahepatic cholangiocarcinoma.Kaplan Meier survival curves were used to analyze the survival status of adult patients with primary intrahepatic cholangiocarcinoma in different marital statuses,including whether they received surgical treatment,radiotherapy treatment,and gender differences.Results:The proportion of male patients,the proportion of white patients,the proportion of patients over 60 years old,the proportion of patients receiving surgical treatment,the proportion of patients receiving radiotherapy,and the proportion of patients receiving chemotherapy in the married group were higher than those in the unmarried group(P＜0.05).Kaplan Meier survival curve analysis results showed that,the 3-month and 5-year survival rates between married and unmarried groups were Log-rank test P＜0.05.Multivariate Cox regression analysis showed that,age over 60 years old,later tumor stage,surgical treatment,radiotherapy,and chemotherapy were risk factors for survival in adult patients with primary intrahepatic cholangiocarcinoma(P＜0.05).Kalplan Meier survival curve results showed that,there was no significant difference in 5-year survival rate between married and unmarried adult patients with primary intrahepatic cholangiocarcinoma who received surgical treatment(Log-Rank test P=0.381).There was a significant difference in the 5-year survival rate between married and unmarried adult patients with primary intrahepatic cholangiocarcinoma who have not received surgical treatment(Log-Rank test P=0.015).There was no significant difference in 5-year survival rate between married and unmarried adult patients with primary intrahepatic cholangiocarcinoma who received radiotherapy(Log-Rank test P=0.073).There was a significant difference in the 5-year survival rate between married and unmarried adult patients with primary intrahepatic cholangiocarcinoma who have not received radiotherapy(Log-Rank test P＜0.001).There was no significant difference in 5-year survival rate between married and unmarried adult patients with primary intrahepatic cholangiocarcinoma who received chemotherapy(Log-Rank test P=0.337).There was a significant difference in the 5-year survival rate between married and unmarried adult patients with primary intrahepatic cholangiocarcinoma who have not received chemotherapy(Log-Rank test P＜0.001).There was no significant difference in the survival status of male patients with primary intrahepatic cholangiocarcinoma in adults of different marital statuses(Log-Rank test P=0.136).There were differences in the survival status of female patients with primary intrahepatic cholangiocarcinoma in adults of different marital statuses(Log-Rank test P＜0.001).Conclusion:Male,white,and over 60 years old are risk factors for the occurrence of primary intrahepatic cholangiocarcinoma in adults.Among them,more than half of the patients did not receive surgery or radiotherapy treatment,and about half of the patients did not receive chemotherapy.Married individuals are more likely than unmarried individuals to undergo anti-tumor treatments such as surgery,radiotherapy and chemotherapy.The staging of intrahepatic cholangiocarcinoma and whether surgery or chemotherapy is received are independent predictors of long-term survival.Marital status is not an independent predictor and can indirectly affect long-term survival.Male marital status has no significant survival benefits for this disease,while female marital status has survival benefits for this disease.The marital status of patients with intrahepatic cholangiocarcinoma who have not undergone radiotherapy,chemotherapy,or surgical intervention has a significant impact on their survival outcomes.

BACKGROUND:Unlike non-inflammatory cell apoptosis,pyroptosis is a form of inflammatory cell death,characterized by membrane integrity disruption and release of pro-inflammatory intracellular substances.Thus,it is associated with various diseases.The sirtuin family is a group of histone deacetylases dependent on nicotinamide adenine dinucleotide.In addition to deacetylation,it also possesses other enzymatic activities such as desuccinylation,demalonylation,adenosine diphosphate-ribosylation and playing crucial roles in the regulation of pyroptosis.OBJECTIVE:To review the role of the sirtuins in pyroptosis.METHODS:The first author conducted a search on PubMed,Web of Science,CNKI,and WanFang Data from inception to March 2024,using the Chinese and English search terms"Sirtuins,Sirtuin1,Sirtuin2,Sirtuin3,Sirtuin4,Sirtuin5,Sirtuin6,Sirtuin7,pyroptosis",resulting in the inclusion of 71 articles.RESULTS AND CONCLUSION:(1)The sirtuin family all participates in the regulation of pyroptosis.(2)Overexpression of sirtuin1 and sirtuin4 can inhibit pyroptosis through various pathways,thus alleviating the damage caused by pyroptosis to the organism.(3)In addition to affecting the classical pathway of pyroptosis,sirtuin3 can also inhibit pyroptosis by enhancing mitochondrial reactive oxygen species scavenging capacity and mitosis.(4)Sirtuin5 is involved in the regulation of intracellular metabolism and energy balance,including energy intake,storage,and consumption.(5)Sirtuin6 can influence pyroptosis through various pathways and also affect macrophage M1 polarization,generation of reactive oxygen species,and cleavage of pyroptosis-related factor sclerotin D to inhibit pyroptosis.(6)Overexpression of sirtuin7 can suppress pyroptosis.(7)Sirtuin2,unlike other family members,can restrain pyroptosis only after knockdown,but there are fewer reports,requiring more in-depth and comprehensive research.

OBJECTIVE:Nowadays,machine learning algorithms are gradually being applied to predict stroke and cardiovascular disease.Compared with traditional regression models,machine learning can learn from data to achieve high prediction accuracy by exploring the flexible relationship between a large number of predictive features and outcome variables,providing a new method for the formulation of individualized treatment and rehabilitation programs.This study aims to systematically evaluate stroke functional recovery and prognosis prediction models based on machine learning,comprehensively assessing their predictive performance and clinical application potential to provide references for the development,application,and promotion of related predictive models.METHODS:This review was conducted following the PRISMA(Preferred Reporting Items for Systematic Reviews and Meta-Analyses)guidelines.Relevant literature on stroke prognosis prediction using machine learning methods was selected by searching PubMed,EMbase,Web of Science Core Collection,CNKI,WanFang,and the China Biomedical Literature Database,with the search period from January 1,2014,to July 1,2024.Two researchers independently screened the literature and extracted data based on inclusion and exclusion criteria,using the Prediction model Risk Of Bias ASsessment Tool(PROBAST)to assess model quality.RESULTS:(1)A total of 3 126 articles were obtained in the preliminary search.After screening and exclusion,18 articles were finally included.150 prediction models were constructed using 13 machine learning methods.The three most frequently used methods are Logistic Regression,Random Forest,and Extreme Gradient Boosting(XGBoost).Only one study was externally validated.Eight studies reported how the missing data were handled.(2)In terms of outcome indicators,8 studies used the combination of clinical data and imaging data to build models,9 studies only used clinical data to build models,and 1 study only used imaging data to build models.(3)Each of the 18 studies gave the most important characteristics of the study,with the most mentioned being the National Institute of Health Stroke Scale and age.All studies reported area under curve values ranging from 0.74 to 0.96,with the highest area under curve being 0.96.The overall risk of bias in all models was high.The high risk of bias in the field of model analysis was the main reason for the high risk of overall bias in all models.(4)The results of meta-analysis showed that age and National Institute of Health Stroke Scale score had significant influence on stroke prognosis,with age[MD=8.49,95％CI(6.24,10.75),P＜0.01]and National Institute of Health Stroke Scale score[MD=4.78,95％CI(2.56,7.00),P＜0.01].CONCLUSION:This study systematically evaluated the predictive model of functional recovery and prognosis of stroke based on machine learning,and all the models have good predictive potential.However,future studies should increase the sample size of the included model,adopt prospective studies,and add external validation of the model to improve the stability and prediction accuracy of the model,control the risk of bias,and contribute to the validation and promotion of the model in practical clinical applications.At the same time,the interpolation of missing values is more transparent and accurate.Although existing machine learning models show good predictive performance,it is also important to focus on the functionality and usability of the model,and the inclusion of features will reduce ease of use.We should develop easy to use model interfaces and user-friendly clinical tools to enable medical staff to better apply the model for clinical decision.

Objective To explore the relationship between insulin resistance and idiopathic central precocious puberty(ICPP)in girls and the diagnostic value of insulin resistance.Methods Clinical data of 245 girls aged 4 to 7.5 years with low luteinizing hormone(LH)levels(0.2-0.83 IU/L),normal body weight(body mass index standard deviation score between-2 and+2),and early breast development who visited the Department of Pediatric Endocrinology,Henan Provincial Maternal and Child Health Hospital from January 2022 to March 2025 were retrospectively analyzed.According to the Expert Consensus on the Diagnosis and Treatment of Central Precocious Puberty(2022),patients were assigned to an ICPP group(n=123)or a control group(n=122).Correlations between the homeostasis model assessment of insulin resistance(HOMA-IR)and selected indices were assessed.Multivariable logistic regression was used to evaluate the association between HOMA-IR and ICPP,and the diagnostic performance of various indices for ICPP was evaluated.Results HOMA-IR was higher in the ICPP group than in the control group(P<0.001)and was positively correlated with LH peak(rs=0.467,P<0.05)and the LH peak/FSH peak ratio(rs=0.444,P<0.05).The multivariable logistic regression model including age,BMI,and basal LH showed that HOMA-IR was closely associated with ICPP(OR=2.756,95%CI:1.940-3.913).Receiver operating characteristic curve analysis showed that the areas under the curve for basal LH,HOMA-IR,and their combination in diagnosing ICPP were 0.735,0.735,and 0.805,respectively(P<0.05),and the combined model had a greater area under the curve than either basal LH or HOMA-IR alone(both P<0.05).Conclusions HOMA-IR is closely associated with ICPP in girls with low LH and normal body weight,and combining HOMA-IR with basal LH improves early identification and diagnostic efficiency in this population.

Objective To explore the relationship between insulin resistance and idiopathic central precocious puberty(ICPP)in girls and the diagnostic value of insulin resistance.Methods Clinical data of 245 girls aged 4 to 7.5 years with low luteinizing hormone(LH)levels(0.2-0.83 IU/L),normal body weight(body mass index standard deviation score between-2 and+2),and early breast development who visited the Department of Pediatric Endocrinology,Henan Provincial Maternal and Child Health Hospital from January 2022 to March 2025 were retrospectively analyzed.According to the Expert Consensus on the Diagnosis and Treatment of Central Precocious Puberty(2022),patients were assigned to an ICPP group(n=123)or a control group(n=122).Correlations between the homeostasis model assessment of insulin resistance(HOMA-IR)and selected indices were assessed.Multivariable logistic regression was used to evaluate the association between HOMA-IR and ICPP,and the diagnostic performance of various indices for ICPP was evaluated.Results HOMA-IR was higher in the ICPP group than in the control group(P<0.001)and was positively correlated with LH peak(rs=0.467,P<0.05)and the LH peak/FSH peak ratio(rs=0.444,P<0.05).The multivariable logistic regression model including age,BMI,and basal LH showed that HOMA-IR was closely associated with ICPP(OR=2.756,95%CI:1.940-3.913).Receiver operating characteristic curve analysis showed that the areas under the curve for basal LH,HOMA-IR,and their combination in diagnosing ICPP were 0.735,0.735,and 0.805,respectively(P<0.05),and the combined model had a greater area under the curve than either basal LH or HOMA-IR alone(both P<0.05).Conclusions HOMA-IR is closely associated with ICPP in girls with low LH and normal body weight,and combining HOMA-IR with basal LH improves early identification and diagnostic efficiency in this population.

Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.

The integration of science and education is not only an important strategy for promoting social progress and technological development,but also a modern form of higher education aiming at cultivating innovative talents.Conducting scientific research training for undergraduate medical students is one of the important ways to cultivate their innovative abilities and comprehensive qualities.Our team proposed a"teaching,science,and ideology trinity"teaching model to comprehensively cultivate students' scientific research comprehensive abilities under the value orientation of ideological and political education by or-ganically integrating molecular biology experimental teaching with the scientific research training of under-graduate medical students.In this teaching activity,taking the experiment of gene polymorphism as an example,our team selected students with research potential from the whole grade and divided them into 4 project groups that were instructed by 4 teachers.The students were trained in the whole process of scien-tific research,including topic selection,project writing,experimental designing,application for research ethics,and project summary.Our team has always adhered to student-contentedness of educational con-cepts to stimulate students' intrinsic motivation throughout the teaching process.Students are the design-ers and implementers of the project,and teachers are only guides and promoters of learning.After this training,students not only became familiar with the writing and implementation of scientific research pro-jects,but also improved their literature reading,experimental designing,experimental skills,and prob-lem-solving abilities.More importantly,this teaching activity also cultivated students' awareness of re-search ethics and academic moral standards.