This comprehensive review systematically explores the multifaceted applications, inherent challenges, and promising future directions of artificial intelligence (AI) within the medical domain. It meticulously examines AI's specific contributions to basic medical research, disease prevention, intelligent diagnosis, treatment, rehabilitation, nursing, and health management. Furthermore, the review delves into AI's innovative practices and pivotal roles in clinical trials, hospital administration, medical education, as well as the realms of medical ethics and policy formulation. Notably, the review identifies several key challenges confronting AI in healthcare, encompassing issues such as inadequate algorithm transparency, data privacy concerns, absent regulatory standards, and incomplete risk assessment frameworks. Looking ahead, the future trajectory of AI in healthcare encompasses enhancing algorithm interpretability, propelling generative AI applications, establishing robust data-sharing mechanisms, refining regulatory policies and standards, nurturing interdisciplinary talent, fostering collaboration among industry, academia, and medical institutions, and advancing inclusive, personalized precision medicine. Emphasizing the synergy between AI and emerging technologies like 5G, big data, and cloud computing, this review anticipates a new era of intelligent collaboration and inclusive sharing in healthcare. Through a multidimensional analysis, it presents a holistic overview of AI's medical applications and development prospects, catering to researchers, practitioners, and policymakers in the healthcare sector. Ultimately, this review aims to catalyze the deep integration and innovative deployment of AI technology in healthcare, thereby driving the sustainable advancement of smart healthcare.

Objective:To investigate the inhibitory effect of astragaloside Ⅳ(AS-Ⅳ)on cisplatin(CDDP)-induced liver injury in the mice,and to elucidate its possible mechanism.Methods:Forty male C57BL/6 mice with body weights of 18-22 g were randomly divided into control group,model group,AS-Ⅳ group and adenosine 5'-monophosphate-activated protein kinase(AMPK)inhibitor(Compound C)+AS-Ⅳ group.The mice in control group and model group were gavaged with the same volume of normal saline,and the drug was administered continuously for 9 d.The mice in AS-Ⅳ group and Compound C+AS-Ⅳ group were given AS-Ⅳ aqueous solution(150 mg·kg-1·d-1),respectively.On the 6th day of experiment,the mice in Compound C+AS-Ⅳ group were intraperitoneally injected with Compound C(20 mg·kg-1),and on the 7th day,except for control group,the mice in other groups were intraperitoneally injected with 20 mg·kg-1 CDDP to establish the mouse liver injury models,and the mice were sacrificed 48 h later.Serum and liver tissues were collected,and the levels of aspartate aminotransferase(AST)and alanine aminotransferase(ALT)in the serum of the mice,as well as the activities of superoxide dismutase(SOD)and catalase(CAT)and the levels of malondialdehyde(MDA)in the liver tissue of the mice in various groups were detected by kits.The pathomorphology of liver tissue of the mice in various groups were detected by HE staining.The expression levels of glutathione peroxidase 4(GPX4),ferritin heavy chain 1(FTH1)and ferroptosis inhibitory protein 1(FSP1)proteins in liver tissue of the mice in various groups were detected by immunohistochemical staining,and the expression levels of nuclear factor-E2-related factor 2(Nrf2),heme oxygenase-1(HO-1)and AMPK proteins in liver tissue of the mice in various groups were detected by Western blotting method.Results:Compared with control group,the levels of AST and ALT in serum of the mice in model group were increased(P＜0.01),the activities of SOD and CAT in the liver tissue were significantly decreased(P＜0.01),and the MDA level was increased(P＜0.01);compared with model group,the levels of AST and ALT in serum of the mice in AS-Ⅳ group were decreased(P＜0.01),the MDA level in the liver tissue was decreased(P＜0.01),and the activities of SOD and CAT were increased(P＜0.01);compared with AS-Ⅳ group(P＜0.01),the levels of AST and ALT in serum of the mice in Compound C+AS-Ⅳ group were increased(P＜0.01),the level of MDA in liver tissue was increased(P＜0.05),and the activities SOD and CAT were decreased(P＜0.01).The HE staining results showed that compared with control group,the liver damage degree of the mice in model group was enhanced,the hepatocyte arrangement was disordered,and some hepatocyte edema were increased;compared with model group,the liver morphology of the mice in AS-Ⅳ group returned to normal;compared with AS-Ⅳ group,the hepatocyte arrangement of the mice in Compound C+AS-Ⅳ group was disordered and the edges were blurred.The immunohistochemistry results showed that compared with control group,the expression levels of GPX4,FTH1 and FSP1 proteins in liver tissue of the mice in model group were decreased(P＜0.05);compared with model group,the expression levels of GPX4,FTH1 and FSP1 proteins in liver tissue of the mice in AS-Ⅳ group were increased(P＜0.05);compared with AS-Ⅳ group,the expression levels of GPX4,FTH1 and FSP1 proteins in liver tissue of the mice in Compound C+AS-Ⅳ group were decreased(P＜0.05 or P＜0.01).The Western blotting results showed that compared with control group,the expression levels of Nrf2,HO-1 and AMPK proteins in liver tissue of the mice in model group were decreased(P＜0.01);compared with model group,the expression levels of Nrf2,HO-1 and AMPK proteins in liver tissue of the mice in AS-Ⅳgroup were increased(P＜0.01);compared with AS-Ⅳ group,the expression levels of Nrf2,HO-1 and AMPK proteins in liver tissue of the mice in Compound C+AS-Ⅳ group were decreased(P＜0.01).Conclusion:AS-Ⅳ can alleviate the CDDP-induced liver injury,and its mechanism may be related to the regulation of AMPK/Nrf2/HO-1 signal pathway and ferroptosis by AS-Ⅳ.

ObjectiveTo investigate the chemical hazards in the production line of lithium batteries, so as to provide a scientific basis for the management of occupational-health risk and to promote the healthy and sustainable development of the lithium battery industry. MethodsAn on-site survey on the process flow of the production of lithium battery was conducted in an enterprise. Volatile organic compounds (VOCs) in the occupational environment were collected by Summa canisters, carbonates and N-methyl pyrrolidone (NMP) were collected using activated carbon tubes, and airborne metals were collected using filter membranes. VOCs, carbonates and NMP were detected by gas chromatography-mass spectrometry (GC-MS), and airborne metal elements in the dust samples were analyzed by inductively coupled plasma mass spectrometry (ICP-MS). ResultsNon-targeted environmental monitoring results indicated that NMP was detected in the negative /positive electrode coating, assembly and drying filling workstations, dimethyl carbonate (DMC) was detected in the assembly, drying and electrolyte injection workstations, and ethyl methyl carbonate (EMC) was detected solely in the electrolyte injection workstation. Semi-quantitative analyses of VOCs identified 136 pollutants, including acrylonitrile and halohydrocarbons. Quantitative targeted environmental monitoring results revealed the highest geometric mean (GM) concentration of EMC (31.450 mg·m^-3) was found in the assembly and drying workstations, diethyl carbonate (DEC) was detected in all workstations. While vinylene carbonate (VC) and ethylene carbonate (EC) were detected only in electrolyte injection, assembly and drying workstations. NMP was detected in all positive electrode coating samples, with a GM concentration of 5.68 mg·m^-3 (concentration range: 4.0‒ 7.4 mg·m^-³). Lithium was exclusively detected in dust samples from the liquid injection workstation (GM: 0.014 μg·m^-³). ConclusionNMP, EMC, DEC, and other chemicals are identified at the key workstations such as the positive electrode coating, electrolyte injection, assembly and drying in the lithium production line. Furthermore, semi-quantitative VOCs analyses identified 136 pollutants, demonstrating a characteristic of multicomponent chemical exposure.

Objective:To discuss the protective effect of velvet antler peptide(VAP)in the osteoporosis(OP)model rats,and to clarify the possible mechanism.Methods:Sixty 12-week-old SD rats were randomly divided into control group,model group,positive drug group(treated with 1 mg·kg-1·d-1 of alendronate sodium by gavage),low dose of VAP group(treated with 100 mg·kg-1·d-1 VAP),medium dose of VAP group(treated with 200 mg·kg-1·d-1 VAP),and high dose of VAP group(treated with 300 mg·kg-1·d-1 VAP),and there were ten rats in each group.Except for control group,the rats in the other groups were injected with dexamethasone(2 mg·kg-1)to replicate the OP rat model,while the rats in control group were injected with the equivalent volume of saline twice a week for 11 consecutive weeks.Dual-energy X-ray absorptiometry was used to detect the bone mineral density(BMD)of femur tissue of the rats in various groups;enzyme-linked immunosorbent assay(ELISA)method was used to detect the levels of serum calcium(Ca2+),phosphate(P),osteoprotegerin(OPG),alkaline phosphatase(ALP),and osteocalcin(OCN)in serum of the rats in various groups;biochemical method was used to detect the malondialdehyde(MDA)level and superoxide dismutase(SOD)activity in serum of the rats in various groups;HE staining was used to observe the pathomorphology of bone tissue of the rats in various groups;Western blotting method was used to detect the expression levels of silent information regulator 1(SIRT1),catalase(CAT),Runt-related transcription factor 2(RUNX2),and forkhead box protein O1(FOXO1)proteins in bone tissue of the rats in various groups.Results:Compared with control group,the BMD of femoral tissue of the rats in model group was decreased(P<0.05);compared with model group,the BMD of femur tissue of the rats in positive drug group,medium dose of VAP group,and high dose of VAP group were increased(P<0.05 or P<0.01).Compared with control group,the levels of Ca2+,P,OPG,and SOD activities in serum of the rats in model group were decreased(P<0.05),and the levels of ALP,OCN,and MDA were increased(P<0.05);compared with model group,the level of OPG in serum of the rats in low dose of VAP group was significantly increased(P<0.05),the levels of Ca2+,P,OPG,and activities of SOD in serum of the rats in positive drug group,medium dose of VAP group,and high dose of VAP group were significantly increased(P<0.05 or P<0.01),and the levels of ALP,OCN,and MDA in serum of the rats in positive drug group and different doses of VAP groups were decreased(P<0.05 or P<0.01).The HE staining results showed that compared with control group,the rats in model group had fewer bone cells and disordered arrangements in the bone tissue,thinner bone trabeculae with large fractures,and an expanded marrow cavity;compared with model group,the rats in positive drug group,medium dose of VAP group,and high dose of VAP group had thicker bone trabeculae arranged more tightly.The Western blotting results showed that compared with control group,the expression levels of SIRT1,CAT,RUNX2,and FOXO1 proteins in bone tissue of the rats in model group were decreased(P<0.05);compared with model group,the expression levels of SIRT1,CAT,RUNX2,and FOXO1 proteins in bone tissue of the rats in positive drug group,medium dose of VAP group,and high dose of VAP group were significantly increased(P<0.05 or P<0.01).Conclusion:VAP has the protective effect against OP in the rats,and its mechanism may be related to mediating the antioxidant stress action through the SIRT1/FOXO1 signaling pathway.

Background Schizophrenia and the use of antipsychotic medications are identified to be the likely contributors to the development of metabolic syndrome(MS)and cardiovascular disease,and jeopardize the prognosis of schizophrenia.Therefore,effectively preventing or reducing the risk of developing MS in patients with schizophrenia is critical.Objective To explore the efficacy of aripiprazole combined with olanzapine for male schizophrenia patients and its effect on MS,so as to provide a certain reference for the selection of antipsychotic drugs for schizophrenia patients.Methods Male patients(n=80)who were hospitalized in The Third People's Hospital of Meizhou from February to June 2023 and fulfilling the International Classification of Diseases,tenth edition(ICD-10)diagnostic criteria for the schizophrenia were enrolled,and grouped using random number table method,each with 40 cases.Study group was treated with aripiprazole combined with olanzapine,while control group was given aripiprazole monotherapy.The treatment lasted for 6 continuous weeks in both groups.At the baseline,Positive and Negative Symptom Scale(PANSS)score,MS-related indices[fasting plasma glucose(FPG),hemoglobin A1c(HbA1c),body mass index(BMI),waist-to-hip ratio(WHR),lipid profile],S100 calcium-binding protein B(S100B)and high sensitivity C-reactive protein(hs-CRP)were recorded.Then the PANSS scores at the end of the 2nd,4th and 6th week of treatment,the Clinical Global Impression(CGI)scores at the end of the 2nd and 6th week of treatment,as well as the MS-related indices,S100B,hs-CRP,Treatment Emergent Symptom Scale(TESS)score and Rating Scale for Extrapyramidal Side Effects(RSESE)score at the end of the 6th week of treatment were recorded in all participants.Results Analysis on PANSS score revealed a significant group effect,time effect and group×time interaction effect(F=18.092,634.780,2.917,P<0.05 or 0.01).Analysis on CGI score revealed a significant group effect and time effect(F=20.492,99.190,P<0.01).At the end of the 6th week of treatment,study group detected lower serum concentrations of HbA1c and triglyceride(TG)compared with control group(t=-3.495,-3.293,P<0.05).The post-treatment hs-CRP level was lower in study group than that in control group(t=-3.916,P<0.05).Study group scored lower on TESS compared with control group(t=-4.684,P<0.01).Conclusion Aripiprazole combined with olanzapine can effectively alleviate psychotic states in male schizophrenia patients,and the combination therapy yields less impact on MS-related indices than olanzapine monotherapy.

Objective:To establish a UPLC method for the simultaneous determination of paeoniflorin,naringin,hesperidin,neohesperidin,costunolide and dehydrocostuslactone to improve the quality standard of Shangke Dieda Tablets.Methods:An Agilent Poroshell 120 C18 column(100 mm × 4.6 mm;2.7 μm)was used with a mobile phase of acetonitrile and 0.1％phosphate solution with binary gradient system at a flow rate of 1.0 mL·min-1.The detection wavelength was 230 nm and the column temperature was 30 ℃.Results:Paeoniflorin,naringin,hesperidin,neohesperidin,cosinolide and dehydrocosinolide showed a good linear relationship between injection concentration and peak area(r＞0.999).The linear ranges of six components were 0.854 2-256.272 μg·mL-1(r=0.999 9),1.057 5-317.247 μg·mL-1(r=0.999 9),and 0.989 5-269.850 μg·mL-1(r=0.999 9),1.055 6-316.689 μg·mL-1(r=0.999 9),0.905 1-271.527 μg·mL-1(r=0.999 8),and 1.064 7-319.395 μg·mL-1(r=0.999 9),respectively.The average recoveries of six components were 99.4％(RSD=1.2％),104.0％(RSD=1.2％),101.6％(RSD=1.0％),102.9％(RSD=0.4％),97.0％(RSD=1.9％),and 104.2％(RSD=1.0％),respectively.A total of 74 batches of samples were collected from 10 manufacturers.The contents of paeoniflorin,naringin,hesperidin,neohesperidin,coxinolactone,and dehydro-cosinolactone were 0.250 8-0.653 2,0.042 2-0.930 9,0.590 9-3.978 0,0.021 2-0.592 6,0.002 4-0.156 7,0.009 2-0.231 3 mg per tablet,respectively.Conclusion:The validated results showed that the method can be used to control the quality of Shangke Dieda Tablets.

As research delves deeper into the mechanisms of tumor immune responses,studies reveal the importance of microbial com-munities within the tumor microenvironment in tumor progression and their interactions with the host immune system.Intratumoral micro-biota could influence the tumor microenvironment,thereby promoting or inhibiting tumor growth and development.Despite this import-ance,the specific role of intratumoral microbiota impacting cancer immunotherapeutic efficacy remains largely unexplored.A deeper under-standing of the characteristics and biological functions of tumor-specific microbiota heralds a potential revolutionary innovation in cancer treatment.In this review,we introduce the discovery and sources of intratumoral microbiota,also addressing its composition,and discuss tumor tissue characteristics.Moreover,we briefly review the history of cancer immunotherapy development with a particular focus on the research progress concerning the impact of intratumoral microbiota on cancer immunotherapy.Furthermore,we explore emerging strategies that combine targeting intratumoral microbiota with immunotherapy to enhance immune efficacy,inhibit tumor progression,and improve cure rates,anticipating that this approach could represent a new direction for enhancing treatment outcomes and prospects.

Objective To investigate the clinical value of matrix-assisted laser desorption/ionization time of flight mass spectrometry(MALDI-TOF MS)in rapid detection of carbapenemase produced by Klebsiella pneumoniae and Pseudomonas aeruginosa.Methods A total of 60 strains of Klebsiella pneumoniae and 80 strains of Pseudomonas aeruginosa isolated from Pizhou People's Hospital affiliated to Xuzhou Medical University from January 2022 to October 2023 were collected,including 30 strains of carbapenem-resistant Klebsiella pneumoniae(CRKP),30 strains of carbapenem-sensitive Klebsiella pneumoniae(CSKP),50 strains of carbapenem-resistant Pseudo-monas aeruginosa(CRPA)and 30 strains of carbapenem-sensitive Pseudomonas aeruginosa(CSPA).Three detection methods were applied,i.e.,modified carbapenem inactivation method(mCIM),colloidal gold immunochromatography and Autof MS 1000 mass spectrometry identification system to evaluate the ability of Autof MS 1000 mass spectrometry identification system in detecting carbape-nase production of Klebsiella pneumoniae and Pseudomonas aeruginosa.Results The results of Autof MS 1000 mass spectrometry iden-tification system were consistent with those of both mCIM and colloidal gold immunochromatography.Carbapenemase was detected in 28 of the 30 CRKP strains,and it was negative in 2 CRKP strains.Carbapenamase was detected in 15 of the 50 CRPA strains and it was negative in 35 CRPA strains.Thirty strains of CSKP and 30 strains of CSPA were all Carbapenemase negative.The coincidence rate of the results of the three methods in the detection for carbapenase was 100％.Conclusion The result of Autof MS 1000 mass spectrome-try identification system has been consistent with those of mCIM and colloidal gold immunochromatography.It not only has the charac-teristics of cost-saving compare with of mCIM method,but also hold the advantages of fast speed and high accuracy of colloidal gold im-munochromatography method.Thus,Autof MS 1000 system can be used for the rapid identification of carbapenemase produced by Kleb-siella pneumoniae and Pseudomonas aeruginosa.

Objective To explore the relationship between the serum levels of absent in melanoma 2(AIM2)and apolipoprotein J(Apo J)and the severity and prognosis of vascular dementia(VD).Methods From October 2020 to September 2022,128 patients with vascular dementia were collected as the study group in the Second People's Hospital of Binzhou.Based on the mini-mental state examination(MMSE)score,the severity of the condition was evaluated and the study group was separated into mild group(n=43),moderate group(n=54)and severe group(n=31).After 90 days of treatment,the prognosis of patients was evaluated based on the ability of daily living(ADL)scale score and grouped into grade Ⅰ group(n=66),grade Ⅱ group(n=40)and grade Ⅲgroup(n=22).Another 96 healthy individuals who underwent physical examination were selected as the control group.The expression levels of serum AIM2 and Apo J were detected by qRT-PCR and ELISA methods,and the differences between the groups were compared.Spearman method was applied to analyze the correlation between serum AIM2 and ApoJ expression levels and MMSE scores,and the relationship between serum AIM2 and Apo J expression levels and prognosis in patients with vascular dementia.Logistic regression was applied to analyze the prognostic factors of vascular dementia patients.Results The expression level of serum AIM2 mRNA(3.11±0.57 vs 1.06±0.23)in the study group was higher than those in the control group,while the expression level of serum ApoJ(68.83±12.24 ng/L vs 81.07±13.15 ng/L)was lower than that in the control group,with significant differences(t=32.054,7.174,all P＜0.001).The expression level of serum AIM2 mRNA in the severe group was higher than that in the mild and moderate groups(q=12.807,15.780),the expression level of serum Apo J and MMSE score in the severe group were lower than those in the mild and moderate groups(q=26.201,4.301;12.193,20.802),the expression level of serum AIM2 mRNA in the moderate group was higher than that in the mild group(q=14.688),and the expression level of serum Apo J and MMSE score in the moderate group were lower than those in the mild group(q=20.338,37.537),with significant differences(all P＜0.001).The expression level of serum AIM2 mRNA(5.27±0.60)in the grade Ⅲgroup of vascular dementia was higher than that in the grade Ⅱ(3.36±0.58)and grade Ⅰ groups(2.23±0.55),while the expression level of serum Apo J(51.22±12.21 ng/L)was lower than that in the grade Ⅱ(64.15±12.23 ng/L)and grade Ⅰgroups(77.53±12.25 ng/L).The expression level of serum AIM2 mRNA in the grade Ⅱ group was higher than that in the gradeⅠ group,while the expression level of serum Apo J in the grade Ⅱ group was lower than that in the grade Ⅰ group,with significant differences(q=5.630～30.740,all P＜0.001).The level of serum AIM2 in patients with vascular dementia was negatively correlated with MMSE score but positively correlated with prognosis(ADL grade)(r=-0.535,0.432,all P＜0.001),while the level of serum Apo J in patients with vascular dementia was positively correlated with MMSE score but negatively correlated with prognosis(ADL grade)(r=0.467,-0.496,all P＜0.001).Serum AIM2 mRNA[OR(95％CI):2.746(1.481～5.091)],Apo J[OR(95％CI):0.496(0.311～0.791)],and MMSE score[OR(95％CI):0.568(0.347～0.931)]were influencing factors for the prognosis of vascular dementia patients(all P＜0.05).Conclusion The increase of serum AIM2 mRNA expression level and the decrease of serum Apo J expression level in patients with vascular dementia were closely related to the clinical severity and prognosis of patients,which may effectively evaluate the prognosis of patients.

Objective To observe the value of vector flow mapping(VFM)technique for assessing changes of left ventricular diastolic function in ovarian cancer(OC)patients who underwent postoperative chemotherapy.Methods Totally 37 OC patients who received postoperative chemotherapy were prospectively enrolled in chemotherapy group,while 40 healthy adults were taken as controls(control group).Routine echocardiography and VFM were performed for chemotherapy group before chemotherapy,after 3 and 6 cycles of chemotherapy,also for controls at enrollment,and comparison was performed between groups before chemotherapy,as well as among different time points within chemotherapy group,and the correlations of VFM results with hemoglobin and routine echocardiographic results in chemotherapy group were analyzed.Results No significant difference of age,body mass,body surface area(BSA),nor hemoglobin level,routine echocardiographic and VFM results before chemotherapy was found between groups(all P＞0.05).With the process of chemotherapy,hemoglobin level gradually decreased,the isovolumic relaxation period(IR),atrial systole period(AS)intraventricular pressure difference(IVPD)and intraventricular pressure gradient(IVPG)of the left ventricle gradually increased(adjusted P＜0.05),whereas routine echocardiography only showed that the left atrial volume index(LAVI)and the ratio of early mitral inflow velocity and the mean mitral annular early diastolic velocity(E/e')increased after 6 cycles of chemotherapy compared with those pre-chemotherapy(adjusted P＜0.05).In chemotherapy group,VFM results in all diastolic subphases were strongly correlated with hemoglobin levels(|r|=0.718 to 0.836,all P＜0.05),weakly to moderately correlated with LAVI(|r|=0.375 to 0.525,all P＜0.05)and moderately correlated with E/e'(|r|=0.424 to 0.537,all P＜0.05).Conclusion The diastolic function of left ventricle was probably damaged in early stage after postoperative chemotherapy in OC patients.VFM might detect slight changes of early diastolic function of left ventricle more sensitively than routine echocardiography.