AIM: To evaluate the application value of artificial intelligence-assisted systems in diagnosing diabetic retinopathy(DR)by Meta-analysis.METHODS: PubMed, Web of Science, Embase, Cochrane Library, CBM, CNKI, WanFang Data and VIP database were searched to collect relevant literature on the diagnostic value of artificial intelligence-assisted systems for DR from January 2019 to September 2024. The QUADAS-2 tool was used to evaluate the quality of the included studies, and Meta-analysis was performed using Stata 17.0 and Meta Disc 1.4 software.RESULTS: A total of 23 studies were included. The results of Meta-analysis showed that the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio were 0.92(95% CI: 0.89-0.94), 0.94(95% CI: 0.91-0.96), 15.6(95% CI: 10.6-22.9), 0.09(95% CI: 0.07, 0.12), 174(95% CI: 112-271), respectively, and the area under the ROC curve(AUC)was 0.97(95% CI: 0.96-0.98). Meta-regression and subgroup analyses indicated that the heterogeneity of the studies originated from study type, patient type, patient source, and AI algorithm type. Deeks' funnel plot test suggested no significant publication bias(P=0.15), indicating that the results were robust.CONCLUSION: The artificial intelligence-assisted system demonstrates high diagnostic value for DR, and can be widely implemented in the early screening and diagnosis of DR.

The Keap1-Nrf2 pathway has been shown to be an important defense mechanism against oxidative stress, which may be an effective therapeutic strategy for many diseases. The research progresses on Keap1-Nrf2 pathway in inflammatory diseases were mainly reviewed. The basic components and activation mechanism of Keap1-Nrf2 pathway were introduced. The relationship between Keap1-Nrf2 pathway and the crosstalk between NF-κB pathway and HO-1 pathway, the expression of inflammatory mediators and enzymes, and inflammatory bodies were expounded. Natural product-derived inhibitors, small molecule inhibitors targeting Keap1-Nrf2 pathway and their clinical progress were introduced, and the potential application value of Keap1-Nrf2 pathway in the treatment of inflammation was discussed.

OBJECTIVE: To develop a method for identifying high-risk patients among septic populations requiring mechanical ventilation, and to conduct phenotypic analysis based on this method. METHODS: Data from four sources were utilized: the Medical Information Mart for Intensive Care (MIMIC-IV 2.0, MIMIC-III 1.4), the Philips eICU-Collaborative Research Database 2.0 (eICU-CRD 2.0), and the Anhui Medical University Second Affiliated Hospital dataset. The adult patients in intensive care unit (ICU) who met Sepsis-3 and received invasive mechanical ventilation (IMV) on the first day of first admission were enrolled. The MIMIC-IV dataset with the highest data integrity was divided into a training set and a test set at a 6:1 ratio, while the remaining datasets were served as validation sets. The demographic information, comorbidities, laboratory indicators, commonly used ICU scores, and treatment measures of patients were extracted. Clinical data collected within first day of ICU admission were used to calculate the sequential organ failure assessment (SOFA) score. K-means clustering was applied to cluster SOFA score components, and the sum of squared errors (SSE) and Davies-Bouldin index (DBI) were used to determine the optimal number of disease subtypes. For clustering results, normalized methods were employed to compare baseline characteristics by visualization, and Kaplan-Meier curves were used to analyze clinical outcomes across phenotypes. RESULTS: This study enrolled patients from MIMIC-IV dataset (n = 11 166), MIMIC-III dataset (n = 4 821), eICU-CRD dataset (n = 6 624), and a local dataset (n = 110), with the four datasets showing similar median ages and male proportions exceeding 50%; using 85% of the MIMIC-IV dataset as the training set, 15% as the test set, and the rest dataset as the validation set. K-means clustering based on the six-item SOFA score was performed to determine the optimal number of clusters as 3, and patients were finally classified into three phenotypes. In the training set, compared with the patients with phenotype II and phenotype III, those with phenotype I had the more severe circulatory and respiratory dysfunction, a higher proportion of vasoactive drug usage, more obvious metabolic acidosis and hypoxia, and a higher incidence of congestive heart failure. The patients with phenotype II was dominated by respiratory dysfunction with higher visceral injury. The patients with phenotype III had relatively stable organ function. The above characteristics were consistent in both the test and validation sets. Analysis of infection-related indicators showed that the patients with phenotype I had the highest SOFA score within 7 days after ICU admission, initial decreases and later increases in platelet count (PLT), and higher counts of neutrophils, lymphocytes, and monocytes as compared with those with phenotype II and phenotype III, their blood cultures had a higher positivity rates for Gram-positive bacteria, Gram-negative bacteria and fungi as compared with those with phenotype II and phenotype III. The Kaplan-Meier curve indicated that in the training, test, and validation sets, the 28-day cumulative mortality of patients with phenotype I was significantly higher than that of patients with phenotypes II and phenotype III. CONCLUSIONS Three distinct phenotypes in septic patients receiving IMV based on unsupervised machine learning is derived, among which phenotype I, characterized by cardiorespiratory failure, can be used for the early identification of high-risk patients in this population. Moreover, this population is more prone to bloodstream infections, posing a high risk and having a poor prognosis.
Humans ; Machine Learning ; Sepsis/therapy* ; Respiration, Artificial ; Intensive Care Units ; Organ Dysfunction Scores ; Male ; Female ; Middle Aged ; Adult

Objective To analyze the influencing factors and prognosis of failed initial invasive mechani-cal ventilation weaning in extremely premature infants.Methods A retrospective analysis was conducted on the clinical data of 143 extremely premature infants who were delivered at Jiangxi Maternal and Child Health Hospital and treated in the neonatal intensive care unit(NICU)from July 2021 to June 2024 and received in-vasive mechanical ventilation within 72 hours after birth.According to whether re-intubation was required within 72 hours after the initial weaning,they were divided into the successful weaning group(n=110)and the failed weaning group(n=33).Stepwise logistic regression was used to analyze the influencing factors and prognosis of failed initial invasive mechanical ventilation weaning.Results There were statistically significant differences between the two groups with different gestational ages at birth,birth weights,tracheal intubation in the delivery room or operating room,abnormal C reactive protein at admission,fraction of inspiration O2(FiO2)at admission,gestational age before weaning from the ventilator,weight before weaning from the vent-ilator,patent ductus arteriosus(PDA,≥2.5 mm),proportion of≥3 tracheal intubation times,invasive me-chanical ventilation time,oxygen supply time,and hospitalization expenses(P<0.05).The results of multiva-riate logistic regression analysis showed that gestational age at birth,abnormal C reactive protein at admis-sion,FiO2 at admission,gestational age before weaning from the ventilator,PDA(≥2.5 mm),duration of in-vasive mechanical ventilation,pulmonary hemorrhage,feeding intolerance,time to total enteral feeding,shock,and length of hospital stay were independent influencing factors for failed initial invasive mechanical ventila-tion weaning(P<0.05).Conclusion Early prevention and early treatment of risk factors are the keys to the successful weaning of extremely premature infants.

Objective To observe the protective effects of Yiqi Jiedu Decoction on ionizing radiation-induced small intestinal functional injury in mice,and explore whether it alleviates such injury by inhibiting small intestinal ferroptosis,thereby providing scientific support for the discovery and development of intestinal radiation protection drugs in aerospace medicine.Methods A total of 378 male Balb/c mice were randomly divided into 7 groups:blank control group,model group,positive drug group,high-dose Yiqi Jiedu Decoction group,low-dose Yiqi Jiedu Decoction group,Liproxstatin-1 pre-irradiation administration group,and Liproxstatin-1 post-irradiation administration group,with 54 mice in each group.Each group was further divided into 3 batches,with 18 mice per batch.Seven days after preventive administration,all groups except the blank control group were subjected to a single whole-body irradiation with 2.0 Gy 60Co γ-rays.The general condition and morphological structure of the small intestine were observed at 1,3,and 7 days post-irradiation.The small intestinal charcoal propulsion rate,serum D-xylose content,and lactic acid content were measured,along with the levels of Fe,LPO,MDA,GSH,and SOD activity in the small intestine.Results Yiqi Jiedu Decoction could mitigate the decrease in body weight of mice after 2.0 Gy 60Co γ-ray irradiation,improve the morphological structure of the small intestine,reduce the small intestine charcoal propulsion rate,increase serum D-xylose levels,and decrease total serum lactate levels.It also alleviated mitochondrial shrinkage in the small intestine and reduced the contents of Fe and MDA in small intestine tissues.Conclusion Yiqi Jiedu Decoction may alleviate ionizing radiation-induced small intestinal functional injury by inhibiting ferroptosis in the small intestine,providing a new strategy for intestinal radiation injury in deep space exploration missions such as manned spaceflight.

Objective To explore the protective effect of miR-374c-5p on hydrogen peroxide(H2O2)-induced apoptosis of human umbilical vein endothelial cells(HUVECs).Methods HUVECs were cultured in vitro and the harvested cells were divided into four groups:control group,H2O2 group,H2O2+miR-374c-5p mimics trans-fection group,and H2O2+miR-374c-5p inhibitor transfection group.Cell activity was assessed by CCK-8 prolifer-ation rate assay,apoptosis was detected by TUNEL staining microscopy.Expression of miR-374c-5p and Fas mRNA by RT-qPCR,and Fas protein in HUVECs by was detected by Western blot.Results Proliferation of HUVECs was significantly inhibited(P＜0.001);H2O2 was significantly increased as compared with the H2O2 in-tervention group(P＜0.001);Proliferation in H2O2+miR-374c-5p inhibitor transfection group was significantly increased as compared to H2O2 intervention group(P＜0.001).Conclusions miR-374c-5p protectes the HUVECs against apoptosis induced by H2O2.

Objective:To evaluate the efficacy and safety of oral semaglutide versus sitagliptin in Chinese patients with type 2 diabetes mellitus(T2DM) inadequately controlled with metformin. Methods:The PIONEER 12 study was a phase Ⅲ clinical trial. Chinese patients were prospectively randomized to oral semaglutide(3mg, 7 mg, and 14 mg) or sitagliptin 100 mg. The primary endpoint was the change in HbA 1C from baseline to week 26, and the confirmatory secondary efficacy endpoint was the change in body weight from baseline to week 26. Results:Totally 1 084 Chinese participants(mean age 53 years, male 62.2%, mean duration of diabetes 5.5 years, HbA 1C 8.2%, and body weight 74.3 kg) were enrolled. The changes in HbA 1C at week 26 from baseline were -0.9%, -1.4%, and -1.6% for oral semaglutide 3 mg, 7 mg, and 14 mg, respectively, and -0.7% for sitagliptin. Compared to sitagliptin, oral semaglutide 3 mg, 7 mg, and 14 mg significantly reduced HbA 1C [estimated treatment difference(ETD), -0.2%(95% CI -0.4--0.0), -0.8%(95% CI -0.9--0.6), and -0.9%(95% CI -1.1--0.8), respectively; 3 mg, P=0.011, 7 mg and 14mg, P<0.001]. The estimated mean changes in body weight at week 26 from baseline were -1.1 kg, -2.5 kg, and -3.4 kg for oral semaglutide 3 mg, 7 mg, and 14 mg, respectively, and -0.4 kg for sitagliptin 100 mg. Compared with sitagliptin, oral semaglutide 3 mg, 7 mg, and 14 mg significantly reduced body weight [ETD, -0.8 kg(95% CI -1.3--0.2), -2.1 kg(95% CI -2.6--1.6), and -3.0 kg(95% CI -3.5--2.5), respectively; 3 mg, P=0.004, 7 mg and 14 mg, P<0.001]. The overall incidence of adverse events was similar across all treatment groups. The most common adverse events were gastrointestinal disorders, mostly mild or moderate in severity and transient in duration. Conclusions:Oral semaglutide resulted in significantly greater reduction in HbA 1C and body weight versus sitagliptin at week 26, with a favorable safety and tolerability profile in Chinese T2DM patients inadequately controlled with metformin.

The purpose of this paper is to review the research status on non-suicidal self-injury （NSSI） in children and adolescents， so as to provide references for the cognition and intervention of NSSI behavior in children and adolescents. NSSI behavior is an independent risk factor for suicide， which not only poses a serious threat to the mental health of children and adolescents， but also brings a great burden on families and society. This paper focuses on the epidemiology， etiology， relationship with other psychiatric disorders， and treatment of NSSI behaviors in children and adolescents.

Objective:To investigate the effect of ultrasound monitoring of inferior vena cava collapse index (IVC-CI) guiding fluid replacement on circulation in elderly patients during induction of general anesthesia.Methods:A total of 71 elderly patients who underwent elective surgery under general anesthesia and tracheal intubation at Hunan Provincial People′s Hospital from April 2021 to September 2022 were randomly divided into control group (35 cases) and observation group (36 cases) using a random number table method. Before anesthesia, both groups of patients underwent IVC ultrasound examination and calculated the IVC-CI value. For patients with IVC-CI≥40%, the observation group was given 8 ml/kg of crystal solution before anesthesia induction, while the control group was not treated. The incidence of hypotension, the use of vasoactive drugs, and the total infusion volume from anesthesia induction to skin incision were recorded in two groups. Mean arterial blood pressure (MBP), heart rate (HR), oxygen saturation (SpO 2), cardiac index (CI), and cardiac volume variability (SVV) before anesthesia (T 0), 5 min after induction (T 1), 1 min after tracheal intubation (T 2), 5 min after tracheal intubation (T 3), 10 min after tracheal intubation (T 4), and 1 min before skin incision (T 5) were recorded and compared between the two groups. Results:The incidence of hypotension (27.8% vs 60.0%) and utilization rate of vasoactive drugs (25.0% vs 48.6%) in the observation group were lower than those in the control group, and the total infusion volume during anesthesia induction was higher than that in the control group, with statistical significance (all P<0.05). SVV, CI and MBP at T 1, T 3, T 4 and T 5 were significantly different from those at T 0 in the control group ( F=3.85, 14.66, 3.96, all P<0.05). SVV, CI and MBP at T 1, T 3, T 4 and T 5 in the observation group were significantly different from those at T 0 ( F=3.51, 13.20, 4.35, all P<0.05). There was no significant difference in SVV, CI, MBP, HR and SpO 2 between 2 groups (all P>0.05). Conclusions:For the elderly patients with preoperative IVC-CI≥40%, pre-filling with 8ml/kg crystal solution before anesthesia induction can significantly reduce the incidence of hypotension and the utilization rate of vasoactive drugs in the elderly patients during anesthesia induction.

Objective:To construct a biospecimen bank of patient derived organoids (PDOs) from pancreatic cancer tissues and to explore the feasibility of PDOs drug sensitivity assay technology to guide chemotherapy drug selection for pancreatic cancer.Methods:Pancreatic cancer tissue specimens obtained after surgical resection and puncture biopsy from Mar 2020 to Dec 2022 at Drum Tower Hospital, Nanjing University School of Medicine were collected. Pancreatic cancer PDOs were cultured in vitro and histologically identified; PDOs were treated with gemcitabine, Nab-paclitaxel, fluorouracil, Oxaliplatin, and Irinotecan and cell viability was measured to analyze the correlation between PDOs drug sensitivity and the actual clinical treatment response.Results:The PDOs can reproduce the pathological features of corresponding tumor tissues; the sensitivity of different PDOs to the same chemotherapeutic drug is significantly different; The sensitivity of PDOs was highly consistent with the actual treatment effect of the corresponding patients 75.76% (25/33); organoid organ-based susceptibility testing had predictive value for the treatment response of patients (AUC=0.733, 95% CI: 0.546-0.919, P<0.05). Conclusion:A biobank of pancreatic cancer PDOs was successfully constructed, and the drug susceptibility test results were significantly correlated with the actual medication response of patients, suggesting that the drug susceptibility test technology based on PDOs has the potential to guide individualized chemotherapy for pancreatic cancer.