In the past 20 years,the development of artificial intelligence has made rapid progress,and it is increasingly applied in the medical field,including medical image-assisted diagnosis and treatment,health management,disease risk prediction and so on.In this paper,the application status of artificial intelligence-assisted detection and diagnosis system based on deep learning in anorectal diseases is summarized,and the new methods related to the diagnosis and treatment of anorectal diseases at home and abroad are summarized.It mainly reviews the research progress of artificial intelligence technology in the diagnosis and treatment of anal fistula,perianal abscess,hemorrhoids and other anorectal diseases.

Contrast-associated acute kidney injury(CA-AKI)is an important complication caused by the use of contrast medium(CM)in diagnostic or interventional surgery.At present,it has become one of the major causes of acute renal insufficiency in hospitalized patients.Choosing a relatively low toxic CM and reducing the exposure time and dose of CM can prevent CA-AKI occurrence to some extent.Drugs such as statins and postoperative hydration can reduce the risk of CA-AKI.In addition,nanomedicine has shown a benefit in animal models.This paper reviews the current prevention and treatment of CA-AKI to lay the foundation for further study of new interventions and provide a theoretical basis for clinical treatment.

Objective:To compare esketamine versus dexmedetomidine in improving the adverse mood after cesarean section.Methods:One hundred and fourteen pregnant women undergoing elective cesarean section, aged 20-45 yr, with body mass index≤33 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅱ or Ⅲ, were divided into 3 groups ( n=38 each) by the random number table method: esketamine group (group S), dexmedetomidine group (group D) and control group (group C). After delivery, esketamine was intravenously injected as a bolus of 0.3 mg/kg, followed by an infusion of 0.3 mg·kg -1·h -1 throughout the surgery in group S, dexmedetomidine was intravenously injected as a bolus of 0.6 μg/kg, followed by an infusion of 0.6 μg·kg -1·h -1 throughout the surgery in group D, while the equal volume of normal saline was given instead, followed by an infusion of 14 ml/h throughout the surgery in group C. Patient-controlled intravenous analgesia was performed after the end of surgery. Esketamine 50 mg, sufentanil 50 μg and ondansetron 8 mg were given in group S, dexmedetomidine 200 μg, sufentanil 50 μg and ondansetron 8 mg were given in group D, while sufentanil 50 μg and ondansetron 8 mg were given in group C. When the visual analog scale score ≥4 within 48 h after operation, flurbiprofen axidate was intravenously injected as a rescue analgesic. Self-rating Anxiety Scale (SAS) scores and Edinburgh Postnatal Depression Scale (EPDS) scores were assessed at 1 day before surgery and 2 and 7 days after surgery. Serum levels of brain-derived neurotrophic factor (BDNF) were measured by enzyme-linked immunosorbent assay at 1 day before surgery and 2 days after surgery. The effective pressing times of patient-controlled analgesia (PCA) and requirement for rescue analgesia after operation were recorded. The occurrence of adverse reactions during operation and within 48 h after operation was also recorded. Results:Compared with group C, SAS scores and EPDS scores were significantly decreased at 2 and 7 days after surgery, serum BDNF concentrations were increased at 2 days after surgery, the effective pressing times of PCA were reduced, the requirement for rescue analgesia was decreased, and the incidence of intraoperative nausea and vomiting was reduced in S and D groups ( P<0.05). Compared with group D, SAS scores and EPDS scores were significantly decreased at 7 days after surgery, the effective pressing times of PCA were reduced ( P<0.05), and no significant change was found in serum BDNF concentrations at 2 days after surgery and requirement for rescue analgesia in group S ( P>0.05). The incidence of dreaminess was significantly higher in group S than in group C and group D ( P<0.05). Conclusions:Esketamine is better than dexmedetomidine in improving the adverse mood after cesarean section.

The adherence of inhalational drug administration is closely related the treatment effectiveness for patients with chronic respiratory diseases; on the other hand, poor adherence may increase healthcare costs or even lead to the death of patients. Electronic inhaler monitoring, currently considered the gold standard for assessing adherence, can provide clinicians with objectively accurate medication data, thereby assisting in clinical decision-making. This article provides a review of the significance of inhalation administration, the newly concept of medication adherence, the challenges faced in chronic respiratory diseases, and the current status of the application and value of electronic inhaler monitoring in improving adherence of inhalational drug administration for respiratory disease patients.

Objective:To investigate the effects of Jianpi Huatan Prescription on a rat model of polycystic ovary syndrome (PCOS) with insulin resistance (IR) induced by letrozole combined with high fat diet based on the liver kinase B1 (LKB1)/AMP activated protein kinase (AMPK) signaling pathway; To discuss its mechanism.Methods:A total of 40 SD female rats were divided into model group (30 rats) and blank group (10 rats). The model group rats were fed with high-fat feed from the first week of modeling for 8 consecutive weeks, and from the fourth week onwards, were given a daily gavage of letrozole solution for 5 consecutive weeks; the blank group was fed normally, and from the 4th week onwards, an equal amount of sodium carboxymethyl cellulose solution was administered. After the completion of modeling, the modeling group was divided into Jianpi Huatan Prescription group, Metformin group, and model group according to random number table method. The Jianpi Huatan Prescription group and the metformin group were given corresponding drug interventions, while the other two groups were simultaneously administered an equal amount of physiological saline for a total of 4 weeks. Ovarian morphological changes were observed using HE staining; intraperitoneal glucose tolerance test (IPGTT) was used to detect glucose tolerance in rats; Enzyme linked immunosorbent assay (ELISA) was used to detect the levels of follicle stimulating hormone (FSH), luteinizing hormone (LH), estrogen (E 2), total testosterone (T), fasting blood glucose (FBG), and fasting insulin (FINS) in rats; Real time fluorescence quantitative PCR and Western blot techniques were used to detect changes in LKB1, AMPK mRNA and protein expression in the LKB1/AMPK signaling pathway of rat ovarian tissue. Results:Compared with the model group, the polycystic changes in the ovaries of rats in the Jianpi Huatan Prescription group were improved, and the growth rate of body weight decreased. The levels of FBG, FINS, HOMA-IR, and IPGTT decreased ( P<0.05 or P<0.01), while serum FSH and HDL-C levels were significantly up-regulated ( P<0.05 or P<0.01). The levels of T, LH, LH/FSH, TC, TG, and LDL-C decreased ( P<0.05 or P<0.01); The mRNA and protein expression levels of LKB1 and AMPK in ovarian tissue increased ( P<0.05). Conclusion:Jianpi Huatan Prescription can improve PCOS-IR in rats caused by the combination of letrozole and high-fat diet, regulate various levels of sex hormones, and improve glucose and lipid metabolism disorders by regulating the LKB1/AMPK signaling pathway, which has a repairing effect on polycystic ovary disease in rats.

Non-small cell lung cancer is one of the cancers with the highest incidence and mortality rate in the world, and precise prognostic models can guide clinical treatment plans. With the continuous upgrading of computer technology, deep learning as a breakthrough technology of artificial intelligence has shown good performance and great potential in the application of non-small cell lung cancer prognosis model. The research on the application of deep learning in survival and recurrence prediction, efficacy prediction, distant metastasis prediction, and complication prediction of non-small cell lung cancer has made some progress, and it shows a trend of multi-omics and multi-modal joint, but there are still shortcomings, which should be further explored in the future to strengthen model verification and solve practical problems in clinical practice.

Objective:To explore the ventilation strategy of using pressure controlled ventilation-volume guaranteed (PCV-VG) mode combined with personalized positive end expiratory pressure (PEEP) during surgery, and its impact on oxygenation function and incidence of postoperative pulmonary complications (PPCs) in patients undergoing brain tumor surgery.Methods:Sixty patients who underwent elective brain tumor surgery at the Linyi People′s Hospital from January 2023 to June 2023 were selected. The patients were randomly divided into PCV-VG ventilation mode group (T group) and volume controlled ventilation (VCV) mode group (C group) using a random number table method, with 30 patients in each group. One patient was excluded from group T due to changes in the condition, and 29 patients were actually included. Group T adopted PCV-VG ventilation mode and searched for the maximum dynamic lung compliance (Cdyn) by titrating PEEP. The PEEP corresponding to the maximum Cdyn value was the optimal PEEP, which was maintained until the end of mechanical ventilation. Group C adopted a ventilation mode of VCV plus 5 cmH 2O fixed value PEEP. All patients underwent arterial blood gas analysis before anesthesia induction (T 1), 15 minutes after setting ventilation mode (T 2), and 15 minutes after extubation (T 3), recording arterial oxygen partial pressure (PaO 2), carbon dioxide partial pressure (PaCO 2), lactate (Lac), and blood glucose (Glu), and calculating oxygenation index (PaO 2/FiO 2). The levels of white blood cells (WBC), C-reactive protein (CRP), and procalcitonin (PCT) were recorded before and 72 hours after surgery. The incidence of postoperative PPCs at 72 hours was observed. Results:There was a statistically significant difference in the grouping effect and time effect of PaO 2 and PaCO 2 between group C and group T (all P<0.05), while there was no statistically significant difference in the interaction effect (all P>0.05); The differences in grouping effects, time effects, and interaction effects of PaO 2/FiO 2 between group C and group T were statistically significant (all P<0.05); The average value of the optimized PEEP obtained by T-group titration was 7.48 cmH 2O, corresponding to an average platform pressure (Pplat) of 14.90 cmH 2O, and an average value of 53.37 ml/cmH 2O corresponding to the maximum Cdyn value. Compared with the Pplat and Cdyn corresponding to the fixed value of 5 cmH 2O PEEP in Group C, the Pplat corresponding to the optimized PEEP in Group T was lower than that in Group C ( P<0.05), and the Cdyn was higher than that in group C ( P<0.05). The CRP level and incidence of PPCs in group T after 72 hours of surgery were significantly lower than those in group C (all P<0.05). Conclusions:Compared with VCV, the ventilation mode of PCV-VG combined with personalized PEEP can improve intraoperative lung ventilation and oxygenation function in patients with brain tumors, reduce the occurrence of pulmonary inflammation 72 hours after surgery, and lower the incidence of PPCs.

Post-traumatic osteoarthritis (PTOA) is a chronic degenerative joint disease caused by joint injury and abnormal mechanical stress stimulation is one of its key mechanisms. Currently, it is difficult to repair the articular cartilage completely even with surgical treatment and there is a lack of effective treatments for PTOA. Chondrocytes, one of the primary cell types involved in the pathogenic process of PTOA, are highly sensitive to mechanical signals. The mechanosensitive ion channel Piezo1 serves the important functions of sensing external forces and mechanical stimuli and plays a crucial role in PTOA by regulating chondrocytes′ responses to mechanical stress. Therefore, its essential to understand the mechanisms of the Piezo1 channel in regulating PTOA chondrocytes in exploring new therapeutic strategies. To this end, the authors reviewed the research progress on the regulatory mechanisms of the Piezo1 channel on PTOA chondrocytes, aiming to provide a reference for future studies on PTOA mechanisms and treatment options.

Objective To investigate the effects of Jianpi Huatan Fang on lipid metabolism and expression levels of FOXO1 and PDK4 in rats with polycystic ovary syndrome(PCOS)and insulin resistance(IR).Methods Forty female rats were divided randomly into a blank control group(n=10)and a model group(n=30).A PCOS-IR rat model was established using a high-fat diet(8 weeks)combined with letrozole(added at weeks 4～8).Thirty successfully modeled rats were then divided randomly into a model control group,a Jianpi Huatan Fang group(11.07 g/kg),and a metformin group(0.2 g/kg)(n=10 rats per group).Drug intervention was given for 4 weeks.The general status,Traditional Chinese medicine syndrome score,and weight changes were observed in each group.Histopathological changes in the ovary were detected by hematoxylin and eosin staining.Fasting blood glucose and blood lipids were measured using a blood biochemical analyzer.Levels of sex hormones including follicle-stimulating hormone(FSH),luteinizing hormone(LH),testosterone(T),estradiol(E2),and insulin were determined by enzyme linked immunosorbent assay and changes in the expression of FOXO1 and PDK4 in the ovaries were determined by Western Blot and real-time fluorescence quantitative polymerase chain reaction.Results Rats in the model control group exhibited symptoms of spleen deficiency and phlegm-dampness and showed significant weight gain,sex hormone disorders,polycystic ovarian changes,and dysregulation of glucose and lipid metabolism,compared with rats in the blank control group(P＜0.01).In addition,weight increase was slower in rats in the Jianpi Huatan Fang group and the metformin group compared with that in the model control group,and follicle development was improved.Serum LH,T,LH/FSH,fasting blood glucose,insulin,homeostatic model assessment for IR,cholesterol,triglycerides,and low-density lipoprotein cholesterol decreased,estradiol and FSH increased,and ovarian FOXO1 and PDK4 mRNA and protein expression levels were down regulated in the Jianpi Huatan Fang group compared with the findings in the model control group(P＜0.05,P＜0.01).Serum high-density lipoprotein cholesterol content was also increased,but the difference was not significant(P＞0.05).Conclusions Jianpi Huatan Fang can effectively regulate sex hormone secretion,improve ovarian reproductive function,and regulate glucose and lipid metabolism in obese PCOS-IR rats,possibly via inhibiting the FOXO1/PDK4 pathway.

Objective:To investigate the protective effect of quercetin against LasB-induced apoptosis, inflammation, and oxidative stress in THP-1 macrophages, providing valuable insights into the use of quercetin as a virulence inhibitor for Pseudomonas aeruginosa infection treatment. Methods:This was an experimental study. The experimental strain was the standard strain. The LasB protein was obtained utilizing protein recombination technology, while the enzyme activity of LasB was assessed through both the Elastin Congo red assay and fluorescently labelled elastin assay. The LasB-induced THP-1 macrophage infection model was established, and quercetin was utilized for intervention. Cell viability was evaluated via CCK-8 assay, while cell morphology was observed under an inverted microscope. Apoptosis detection involved employing both TUNEL and Annexin V/PI staining. The mRNA expression and protein levels of inflammatory cytokines and COX-2 were determined by RT-qPCR and ELISA respectively. Intracellular ROS levels were quantified using the DCFH-DA fluorescent probe. One-way ANOVA was used for statistical analysis, and Tukey test was used for multiple comparisons. Results:The pLasB with a molecular weight of 33 000 and acceptable enzymatic activity (purity>90%), was successfully obtained. THP-1 macrophages treated with pLasB at a concentration of 100 μg/ml presented significantly decreased viability and integrity rate when compared with the normal control group. Additionally, pLasB promoted apoptosis, up-regulated the levels of inflammatory cytokines IL-1α, IL-1β, IL-6, IL-10, IL-12, and TNF-α, increased intracellular ROS fluorescence intensity, and elevated COX-2 mRNA expression level. Furthermore, the viability of THP-1 macrophages was significantly enhanced under quercetin intervention at concentrations of 2.5 μmol/L, 5 μmol/L and 10 μmol/L. The apoptosis rate exhibited a significant reduction from 18.32%±0.17% to 13.17%±0.20%, 11.43%±0.06% and 7.74%±0.04%, respectively ( F=1 679, P<0.05). There was a notable down-regulation of pro-inflammatory cytokines IL-1α, IL-1β, IL-6, IL-12 and TNF-α while the anti-inflammatory cytokine IL-10 showed a significant up-regulation. Both intracellular ROS fluorescence intensity ( F=86.92, P<0.05) and COX-2 level ( F=24.62, P<0.05) demonstrated a substantial decrease. Conclusion:Quercetin demonstrates significant efficacy in inhibiting LasB-induced apoptosis, inflammation, and oxidative stress in THP-1 macrophages, which highlights immense potential as a potent virulence inhibitor of Pseudomonas aeruginosa.