Aiming at the problems of low accuracy and large difference of segmentation boundary distance in anterior cruciate ligament (ACL) image segmentation of knee joint, this paper proposes an ACL image segmentation model by fusing dilated convolution and residual hybrid attention U-shaped network (DRH-UNet). The proposed model builds upon the U-shaped network (U-Net) by incorporating dilated convolutions to expand the receptive field, enabling a better understanding of the contextual relationships within the image. Additionally, a residual hybrid attention block is designed in the skip connections to enhance the expression of critical features in key regions and reduce the semantic gap, thereby improving the representation capability for the ACL area. This study constructs an enhanced annotated ACL dataset based on the publicly available Magnetic Resonance Imaging Network (MRNet) dataset. The proposed method is validated on this dataset, and the experimental results demonstrate that the DRH-UNet model achieves a Dice similarity coefficient (DSC) of (88.01±1.57)% and a Hausdorff distance (HD) of 5.16±0.85, outperforming other ACL segmentation methods. The proposed approach further enhances the segmentation accuracy of ACL, providing valuable assistance for subsequent clinical diagnosis by physicians.
Humans ; Magnetic Resonance Imaging/methods* ; Anterior Cruciate Ligament/diagnostic imaging* ; Image Processing, Computer-Assisted/methods* ; Knee Joint/diagnostic imaging* ; Neural Networks, Computer ; Algorithms ; Deep Learning

Objective:To explore the hypothesis of "pathogen storage pool" by analyzing the local microbial community of adenoids. Methods:Under the guidance of a 70° nasal endoscope, sterile swabs were used to collect secretions from the adenoid crypts of the subjects. The samples were sent to the laboratory for DNA extraction and standard bacterial 16S full-length sequencing analysis. Results:At the species level, the top three microbial communities in adenoid crypts were Bacillus subtilis（18.78%）, Fusobacterium pyogenes（11.42%）, and Streptococcus pneumoniae（9.38%）. Conclusion:The local microbial community of adenoids exhibits a high degree of diversity, including microbial communities from the oral cavity and gastrointestinal tract. Our research results support the hypothesis that adenoids act as a " pathogen reservoir".
Humans ; Adenoids/microbiology* ; RNA, Ribosomal, 16S/genetics* ; Microbiota/genetics* ; Streptococcus pneumoniae/isolation & purification* ; Bacillus subtilis/genetics* ; DNA, Bacterial/analysis*

Objective To observe the efficacy and safety of repetitive transcranial magnetic stimulation(rTMS)on refractory tinnitus and the differences of resting-state functional magnetic resonance imaging(rs-fMRI)imaging between before and after treatment,and to explore the possible central mechanism of rTMS regulation of tinnitus.Methods Thirty-seven patients with refractory tinnitus admitted in Affiliated Hospital of North Sichuan Medical College from September 2022 to February 2023 were selected and were divided into experimental group(n=20)and control group(n=1 7).The experimental group was given true rTMS treatment,and the control group was given sham stimulation with the same parameters.Tinnitus handicap inventory(THI)score,tinnitus loudness visual analogue scale(VAS)score and rs-fMRI scan were performed before and after treatment.Regional homogeneity(ReHo)was calculated after scanning,and the different brain regions were selected as the area of interest(ROI)and the whole brain functional connection(FC)was performed.Results There were no significant differences in age,gender,education level,tinnitus side,course of disease,hearing level,self-rating depression scale,self-rating anxiety scale the experimental group and control group.There were no significant differences in THI and VAS scores between the two groups before treatment;the THI and VAS scores in the experimental group decreased after 2 weeks of rTMS treatment(P＜0.001),while there was no significant difference in the two scores in the control group before and after treatment.Only 3 patients in the experimental group experienced left facial muscle tremor or transient mild scalp pain during treatment,without other serious side effects.The ReHo of the left cerebellar area 9 increased in the experimental group after rTMS(P＜0.005);the ReHo values in the right inferior temporal gyrus,left posterior central gyrus and left anterior central gyrus increased in the control group after intervention(P＜0.005).The FCs between the right inferior temporal gyrus and the left orbital inferior frontal gyrus,the left anterior cingulate gyrus increased in the experimental group(P＜0.005),and FC between the right inferior temporal gyrus and the left superior marginal gyrus decreased(P＜0.005).The FCs between the right cuneus and the left fusiform gyrus,right superior occipital gyrus decreased in the experimental group after rTMS(P＜0.005).The FC between the right cuneus and the left fusiform gyrus increased in the control group after intervention(P＜0.005),while other FCs remained unchanged.Conclusions rTMS has a certain therapeutic effect on refractory tinnitus with higher safety;regulation of auditory brain network and related non-auditory brain network may be one of the central mechanisms of rTMS treating refractory tinnitus.

Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in tertiary hospitals in major regions of China in 2022.Methods Clinical isolates from 58 hospitals in China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2022 Clinical &Laboratory Standards Institute(CLSI)breakpoints.Results A total of 318 013 clinical isolates were collected from January 1,2022 to December 31,2022,of which 29.5％were gram-positive and 70.5％were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species(excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi)was 28.3％,76.7％and 77.9％,respectively.Overall,94.0％of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 90.8％of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis showed significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 94.2％in the isolates from children and 95.7％in the isolates from adults.The resistance rate to carbapenems was lower than 13.1％in most Enterobacterales species except for Klebsiella,21.7％-23.1％of which were resistant to carbapenems.Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.1％to 13.3％.The prevalence of meropenem-resistant strains decreased from 23.5％in 2019 to 18.0％in 2022 in Pseudomonas aeruginosa,and decreased from 79.0％in 2019 to 72.5％in 2022 in Acinetobacter baumannii.Conclusions The resistance of clinical isolates to the commonly used antimicrobial agents is still increasing in tertiary hospitals.However,the prevalence of important carbapenem-resistant organisms such as carbapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a downward trend in recent years.This finding suggests that the strategy of combining antimicrobial resistance surveillance with multidisciplinary concerted action works well in curbing the spread of resistant bacteria.

Objective This study aims to investigate the therapeutic effect and mechanism of Naoxinqing on non-alcohol fatty liver disease (NAFLD) induced by a high-fat diet through network pharmacology,molecular docking and in vitro and in vivo experiments. Methods ApoE-/-mice were given a high-fat diet for 12 weeks to establish the NAFLD model,followed by a 12-week Naoxinqing administration. To evaluate the therapeutic effect of Naoxinqing on NAFLD induced by a high-fat diet,biochemical and histopathological experiments were performed,including assessment of blood lipids,liver function,serum inflammatory factors,as well as Hematoxylin and eosin (HE),Oil red O,and Sirius red staining of liver. Subsequently,network pharmacology and molecular docking techniques were employed to predict the key targets of Naoxinqing. Finally,the mechanism of Naoxinqing was validated by Western Blot in HepG2 cells and liver tissue. Results The results of serum biochemistry and liver tissue pathology showed that Naoxinqing can significantly improve high-fat diet-induced hepatic lipid accumulation,hepatocellular injury,and inflammation. Network pharmacology and molecular docking analysis results suggested that Naoxinqing may affect lipid metabolism through the AMP-activated protein kinase (AMPK)/Sirtuin 1 (SIRT1) pathway. Finally,in vitro cell experiment confirmed that the main mechanism of Naoxinqing is to activative the AMPK/SIRT1 pathway,upregulate the expression of downstream carnitine palmitoyltransferase 1 (CPT1A),promote fatty acid oxidation,and ultimately improve NAFLD. Conclusion This study demonstrated that Naoxinqing improved NAFLD by promoting fatty acid oxidation through the activation of the AMPK/SIRT1 pathway.

Objective:To compare the differences of brain activation in patients with neuromyelitis optica spectrum disorders (NMOSD) and multiple sclerosis (MS) under contact heat stimulation (CHS), and to explore the characteristics of pain-related brain networks in NMOSD and MS patients.Methods:Fourteen NMOSD patients (NMOSD group) and 12 MS patients (MS group) admitted to Affiliated Hospital of North Sichuan Medical College from September 2022 to December 2022 who met the diagnostic criteria were collected. Twelve healthy individuals (HC group) matched with gender and age were recruited during the same period. Visual Analogue Scale (VAS) score was used to evaluate the pain of the subjects, CHS painful stimuli were given, and task-state functional magnetic resonance imaging (fMRI) scans were performed at the same time, and the differences in brain activation among the 3 groups were analyzed and compared.Results:(1) Compared with the HC group, the NMOSD group had a stronger activation degree than the HC group in the brain regions including the cortex around the left distance fissure, bilateral medial superior frontal gyrus; the activation degree of the NMOSD group was weaker than that of the HC group in the brain areas including the left medial and paracingulate gyrus, right superior parietal gyrus, left postcentral gyrus, and right supplementary motor area (all P<0.05). (2) Compared with the HC group, the brain regions whose activation degree was weaker in the MS group included the left caudate nucleus, left medial and paracingulate gyrus, left paracentral lobule, right superior parietal gyrus, left postcentral gyrus, left precuneus, right supplementary motor area, right superior temporal gyrus and right thalamus, and there was no brain area in the MS group whose activation degree was stronger than that of the HC group (all P<0.05). (3) Compared with the MS group, the brain regions with stronger activation degree in the NMOSD group included the left perifissure cortex and right thalamus, but no brain regions with weaker activation degree were found in the NMOSD group (all P<0.05). (4) There was a correlation between somatic pain VAS scores and activation of the medial superior frontal gyrus in the NMOSD group ( r=0.66, P<0.05). Conclusions:The results of CHS-fMRI in the NMOSD group, MS group and HC group showed that multiple brain regions were activated, indicating that multiple brain regions were involved in the generation and processing of pain, and there was a pain-related brain network. Pain-related brain networks were altered in NMOSD patients and MS patients, and there were differences in pain-related brain networks between the two diseases.

Objective:To observe the changes in brain functional magnetic resonance imaging (fMRI) in migraine patients under olfactory stimuli and analyze the characteristics of olfactory-related brain networks.Methods:Twenty-seven migraine patients (migraine group) enrolled in the Department of Neurology, Affiliated Hospital of North Sichuan Medical College from January 2021 to January 2022 were included, and 20 healthy adults were recruited as control group during the same period. All subjects underwent synchronous fMRI scanning under olfactory task stimulation, and magnetic resonance imaging data processing was performed using SPM12 and Matlab2019b softwares, and statistical analysis was performed with SPSS 23.0 software.Results:The activated brain regions in the control group included the left cerebellum, left inferior temporal gyrus, left fusiform gyrus, right middle frontal gyrus, right anterior central gyrus, insula, right central sulcus, superior marginal gyrus, right lenticular putamen, middle cingulate gyrus, paracentral lobule, and superior parietal gyrus ( P<0.05). The activated brain regions in the migraine group included the left cerebellum, right fusiform gyrus, right inferior temporal gyrus, right anterior central gyrus, and right posterior central gyrus ( P<0.05). Compared with the control group, the activation intensity of the migraine group was weaker in the right insula, right middle frontal gyrus orbit, left inferior frontal gyrus orbit, right dorsolateral superior frontal gyrus, right superior temporal gyrus, right superior occipital gyrus, medial and paracingulate gyrus, and right superior parietal gyrus ( P<0.05). Conclusion:Migraine patients have multiple brain regions involved in olfactory processing and have specific olfactory-related brain networks.

Objective:To discuss the clinical characteristic and treatment of laryngeal cysts in infants. Methods:The clinical data of 19 patients diagnosed with laryngeal cysts in Department of Otolaryngology, Sichuan Provincial Maternity and Child Health Care Hospital from November 2017 to April 2023 were retrospectively analyzed. Results:All of the 19 patients were diagnosed as laryngeal cysts, with clinical manifestations included respiratory distress, inspiratory dyspnea, difficulty in feeding and low and weak crying, etc. All of them were cured after surgical treatment. Conclusion:Misdiagnosis and missed diagnosis of laryngeal cysts are prone to occur in infants and young children. After diagnosis, patients should undergo early surgical treatment to remove airway obstruction and improve ventilation.
Pregnancy ; Infant ; Child ; Humans ; Female ; Child, Preschool ; Retrospective Studies ; Laryngeal Diseases/surgery* ; Airway Obstruction/surgery* ; Laryngoscopy ; Cysts/surgery* ; Dyspnea/surgery*

Background:Gastroesophageal reflux disease(GERD)is a common digestive system disease with typical symptoms of acid reflux and heartburn,and high sensitivity of esophagus is an important cause of heartburn and other symptoms.TRPV1 and NaV1.8 may play an important role in the regulation of esophageal hypersensitivity,and the specific mechanism is not yet clear.Aims:To detect the expression levels of TRPV1 and NaV1.8 in esophageal sensory neuron in GERD state and explore their role in mediating esophageal hypersensitivity.Methods:Twelve guinea pigs were randomly divided into control group and GERD group.The GERD guinea pig model was established by drinking hydrochloric-pepsinogen acid water,the body mass of guinea pigs was monitored,the esophageal inflammatory histological score was performed,and the successful construction of the GERD model was verified by measuring the expression indicators of inflammatory factors.The heart rate variability method was used to detect whether the guinea pigs were in the state of visceral hypersensitivity.The expression and co-expression of TRPV1 and NaV1.8 in esophagus,nodular ganglion and jugular ganglion were detected by immunofluorescence,Western blot and real-time fluorescence quantification.Results:Compared with the control group,the score of esophageal inflammatory histology in GERD group was much higher than that in the control group(0.96 vs.0.22).The contents of esophageal inflammatory factors interleukin(IL)-1β,IL-6 and tumor necrosis factor(TNF)-α were significantly increased(P<0.05),while the contents of anti-inflammatory factor IL-10 were decreased(P<0.05).The index of heart rate variability,low frequency to high frequency ratio(LF/HF)had no significant difference between the GERD group and the control group(P>0.05),and the LF/HF in the GERD group was higher than that in the control group after the molding(P<0.05).In esophagus and jugular,the expression levels of TRPV1 and NaV1.8 in GERD group were increased and the co-expression levels were up-regulated(P<0.05),while the expression levels in nodose were not significantly changed(P>0.05).Conclusions:In the case of esophageal acid exposure,the expression levels of TRPV1 and NaV1.8 in the esophageal mucosal epithelium increased,while the expression levels in jugular ganglion were up-regulated,thus promoting the transmission of pain signals in the vagus nerve pathway,and ultimately leading to the occurrence of esophageal hypersensitivity.

Objective:To explore the relationship between illness perceptions and disability, and the relative importance of association of illness perceptions items and disability in HIV-infected people aged ≥50 years in Sichuan Province.Methods:By using multi-stage cluster sampling, the baseline data of a cohort of HIV-infected people aged ≥50 years in 5 counties (district) in Sichuan were obtained from 2018 to 2021. The disability was evalauted with instrumental activities of daily living scale (IADL), and the illness perception was evaluated by using brief illness perception questionnaire. General additive model and general linear model were used to analyze the association between illness perceptions and IADL. Weighted sum quartile sum regression was used to find the dominant items on the association. Software R was used for statistical anlysis.Results:A total of 1 587 HIV-inbfected peoeple aged ≥50 years were included in this study. The prevalence of disability was 26.1% ( n=414). The median score of illness perception was 33. The illness perceptions had a negative effect on the IADL score ( β=-0.15, P<0.001) and the partial score of IADL declined when illness perception score was larger than 38 ( P<0.05). Personal control (32.98%) and consequence (22.50%) whose weight were higher than average (12.50%) were the dominant items on the association between the score of illness perception and IADL score. Conclusions:The prevalence of disability in HIV-infected people aged ≥50 years in Sichuan was high. It is necessary to intervent on personal control and consequence in HIV-infected people aged ≥50 years when their illness perception scores are high to prevent the incidence and development of disability.