Objective To investigate the association between physical activity levels and blood lipids among college freshmen, and to provide scientific evidence for the health management of college freshmen. Methods An electronic questionnaire survey on physical activity was conducted on freshmen of a university, and fasting blood biochemical indicators were detected. The International Physical Activity Questionnaire (IPAQ) short form was used to evaluate the physical activity levels of the participants. Dyslipidemia was defined as an abnormality in any one of the following serum lipid parameters: total cholesterol, triglycerides, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), or non-high-density lipoprotein cholesterol. Binary logistic regression and stratified analyses were employed to explore the relationship between physical activity and blood lipids. Results A total of 3 401 participants were included, with an average age of 18.45 ± 0.92 years, and 60.5% were female. The prevalence of dyslipidemia was 17.7%, with a higher rate among males (22.1%) than females (14.8%). After adjusting for confounding factors related to blood lipids, high-intensity physical activity was negatively associated with the risk of elevated LDL-C among males (OR = 0.36, 95% CI: 0.13–0.99, P = 0.049). Conclusion Among freshmen at a medical college in Hubei Province, high-intensity physical activity is negatively associated with the risk of elevated LDL-C in males, but this association needs to be further confirmed by larger prospective cohort studies.

Objective To understand the clinical characteristics of patients with Streptococcus anginosus group(SAG)pulmonary abscess and resistance of SAG.Methods 67 patients with pulmonary abscess admitted to a hos-pital from January 2018 to May 2022 were retrospectively analyzed,clinical data of patients with SAG pulmonary abscess were analyzed,and the minimum inhibitory concentration of antimicrobial agents to 18 SAG strains was de-tected by microbroth dilution method,the carriage of resistance genes and virulence genes of SAG were detected by high-throughput sequencing technology.Results Among 67 patients with pulmonary abscess,SAG accounted for 29.9％(20/67),out of which 2 were excluded due to bacterial inactivation,and 18 patients were included for fur-ther studies.18 patients with SAG pulmonary abscess were all community acquired,with an average age of(60.9±9.1)years.There were 13(72.2％)male patients,most patients(94.4％)complicated chronic pulmonary disease,with cough(94.4％)and expectoration(88.9％)as the initial symptoms,some patients(44.4％)had chest pain,and more than half(61.1％)didn't have fever.The proportion of neutrophils,erythrocyte sedimentation rate,and C-reactive protein were mostly elevated,while procalcitonin was normal.The resistance rate of 18 SAG strains to erythromycin,clindamycin,and tetracycline was＞65％,out of which 14 strains carried resistance gene ermB,13 strains carried resistance gene tetM,and 1 strain carried both resistance gene msrD and mefA.18 SAG strains were detected virulence gene psaA,out of which 3 strains were detected virulence gene nan A.Conclusion SAG is an im-portant pathogen that causes pulmonary abscess,and the patients'complications are mainly chronic pulmonary di-seases,with non-specific clinical manifestations;Most strains carry ermB and tetM genes,mediating resistance to macrolides,lincosamides,and tetracyclines.

Subtype classification of age-related macular degeneration (AMD) based on optical coherence tomography (OCT) images serves as an effective auxiliary tool for clinicians in diagnosing disease progression and formulating treatment plans. To improve the classification accuracy of AMD subtypes, this study proposes a keypoint-based, attention-enhanced residual network (KPA-ResNet). The proposed architecture adopts a 50-layer residual network (ResNet-50) as the backbone, preceded by a keypoint localization module based on heatmap regression to outline critical lesion regions. A two-dimensional relative self-attention mechanism is incorporated into convolutional layers to enhance the representation of key lesion areas. Furthermore, the network depth is appropriately increased and an improved residual module, ConvNeXt, is introduced to enable comprehensive extraction of high-dimensional features and enrich the detail of lesion boundary contours, ultimately achieving higher classification accuracy of AMD subtypes. Experimental results demonstrate that KPA-ResNet achieves significant improvements in overall classification accuracy compared with conventional convolutional neural networks. Specifically, for the wet AMD subtypes, the classification accuracies for inactive choroidal neovascularization (CNV) and active CNV reach 92.8% and 95.2%, respectively, representing substantial improvement over ResNet-50. These findings validate the superior performance of KPA-ResNet in AMD subtype classification tasks. This work provides a high-accuracy, generalizable network architecture for OCT-based AMD subtype classification and offers new insights into integrating attention mechanisms with convolutional neural networks in ophthalmic image analysis.
Tomography, Optical Coherence/methods* ; Humans ; Macular Degeneration/diagnostic imaging* ; Neural Networks, Computer

Objective To explore the quantitative electroencephalography(qEEG)characteristics of the prefrontal cortex in patients with mild cognitive impairment(MCI)during digital screening tasks for MCI screening.Methods A total of 592 MCI patients(MCI group)and 317 normal cognitively elderly individuals(control group)were recruited from 40 communities in Nanjing,Jiangsu Province,from July to August,2024.All participants were as-sessed using Montreal Cognitive Assessment-Beijing Version(MoCA-BJ).Prefrontal EEG data were collected using a portable EEG device,and power spectral analysis was performed via Fast Fourier Transform.An XG-Boost algorithm was employed to construct an MCI identification model based on qEEG power features,and the model's performance was evaluated using receiver operating characteristic(ROC)curve.Results Compared with the control group,prefrontal δ,α,and β band power increased during screening tasks in MCI group(P<0.05);δ power was negatively correlated with MoCA-BJ total scores,and visuospatial/executive func-tion,attention and delayed recall scores(r=-0.269,-0.169,-0.133,-0.171,P<0.001);α power was negative-ly correlated with MoCA-BJ total scores,attention and delayed recall scores(r=-0.113,-0.075,-0.091,P<0.05).The XGBoost model based on δ and α power was excellent in MCI identification,with an area under the curve of 0.91,accuracy of 0.81,precision of 0.89,F1 score of 0.84,recall of 0.80,and specificity of 0.81.Conclusion MCI patients exhibit increased power in the prefrontal δ and α frequency bands during digital screening tasks,which is associated with cognitive decline.An XGBoost model based on qEEG power features can enable early prediction of MCI.

Objective:To analyze the clinical characteristics of 18 patients with Brucella melitensis infection (abbreviated as brucellosis) in Xinjiang Uygur Autonomous Region (abbreviated as Xinjiang). Methods:A retrospective analysis was conducted on the medical records of 18 patients diagnosed with Brucella melitensis infection by blood culture at the First Affiliated Hospital of Shihezi University from March 2023 to March 2024, including general information, epidemiological characteristics, clinical manifestations, laboratory test results, etc. Results:Among the 18 patients with sheep brucellosis, 14 patients were aged 45-59 years old and 13 patients were male, with 13 cases having a clear history of contact with cattle and sheep. The main clinical manifestations were fever (18 cases), bone and joint pain (5 cases), and fatigue (5 cases). Laboratory test results confirmed all 18 cases as Brucella melitensis infection (AMOS-PCR), with one case originating from cattle. Laboratory tests showed that 12 patients had elevated lactate dehydrogenase (LDH) levels. Correlation analysis revealed, there was a positive association between aspartate aminotransferase (AST) and LDH ( r = 0.84, P < 0.001); a positive correlation between the number of affected systems and the percentage of neutrophils (N%, r = 0.73, P = 0.001); a positive correlation between the duration of medication and the number of affected systems ( r = 0.82, P < 0.001) and N% ( r = 0.75, P = 0.001); and a negative correlation between treatment duration and lymphocyte percentage (LYM%, r =-0.76, P = 0.001). Conclusions:The main source of Brucella melitensis infection in Xinjiang is sheep, and contact with cattle can also cause Brucella melitensis infection. Brucella melitensis patients are more common in middle-aged males. The clinical manifestations are diverse and atypical; N% and LYM% are correlated with the number of affected systems.

Objective:To investigate the effects of two anastomosis methods on perioperative and pathological outcomes during totally laparoscopic right hemicolectomy (TLRH).Methods:In a national multicenter snapshot study, 1,854 patients who underwent laparoscopic right hemicolectomy were enrolled from 52 tertiary hospitals across China. The post-hoc analysis based on this study compared the data of 303 patients who underwent TLRH. Patients were divided into the antiperistaltic group (33 cases) and the isoperistaltic group (270 cases) according to type of anastomosis. Due to the significant difference in sample size between the two groups, propensity score matching (PSM) was performed to eliminate the influence of baseline characteristic discrepancies. The matching was based on the following known confounding factors: age, gender, body mass index (BMI), history of abdominal surgery, and history of diabetes, with a caliper value of 0.2. Perioperative and pathological outcomes were compared between the two groups.Results:After PSM, 33 patients were included in the antiperistaltic group and 65 patients in the isoperistaltic group. There were no statistically significant differences in baseline data between the two groups (all P>0.05). No significant differences were observed between the two groups in terms of operation time, blood loss, time to first defecation, time to first oral intake, or the incidence and grading of complications either (all P>0.05). However, length of postoperative hospital stay in the isoperistaltic group was significantly shorter than that in the antiperistaltic group, however (7.0 [6.0, 9.0] days vs. 8.0 [7.0, 10.5] days, P=0.049). In terms of pathological outcomes, there were also no statistically significant differences between the two groups in the number of harvested lymph nodes or the number of positive lymph nodes (all P>0.05). Conclusions:The two digestive tract reconstruction modalities, antiperistaltic and isoperistaltic anastomosis, have comparable perioperative safety and efficacy in TLRH. The isoperistaltic group had better outcomes in terms of postoperative hospital stay.

Objective To understand the clinical characteristics of patients with Streptococcus anginosus group(SAG)pulmonary abscess and resistance of SAG.Methods 67 patients with pulmonary abscess admitted to a hos-pital from January 2018 to May 2022 were retrospectively analyzed,clinical data of patients with SAG pulmonary abscess were analyzed,and the minimum inhibitory concentration of antimicrobial agents to 18 SAG strains was de-tected by microbroth dilution method,the carriage of resistance genes and virulence genes of SAG were detected by high-throughput sequencing technology.Results Among 67 patients with pulmonary abscess,SAG accounted for 29.9％(20/67),out of which 2 were excluded due to bacterial inactivation,and 18 patients were included for fur-ther studies.18 patients with SAG pulmonary abscess were all community acquired,with an average age of(60.9±9.1)years.There were 13(72.2％)male patients,most patients(94.4％)complicated chronic pulmonary disease,with cough(94.4％)and expectoration(88.9％)as the initial symptoms,some patients(44.4％)had chest pain,and more than half(61.1％)didn't have fever.The proportion of neutrophils,erythrocyte sedimentation rate,and C-reactive protein were mostly elevated,while procalcitonin was normal.The resistance rate of 18 SAG strains to erythromycin,clindamycin,and tetracycline was＞65％,out of which 14 strains carried resistance gene ermB,13 strains carried resistance gene tetM,and 1 strain carried both resistance gene msrD and mefA.18 SAG strains were detected virulence gene psaA,out of which 3 strains were detected virulence gene nan A.Conclusion SAG is an im-portant pathogen that causes pulmonary abscess,and the patients'complications are mainly chronic pulmonary di-seases,with non-specific clinical manifestations;Most strains carry ermB and tetM genes,mediating resistance to macrolides,lincosamides,and tetracyclines.

Objective:To analyze the clinical characteristics of 18 patients with Brucella melitensis infection (abbreviated as brucellosis) in Xinjiang Uygur Autonomous Region (abbreviated as Xinjiang). Methods:A retrospective analysis was conducted on the medical records of 18 patients diagnosed with Brucella melitensis infection by blood culture at the First Affiliated Hospital of Shihezi University from March 2023 to March 2024, including general information, epidemiological characteristics, clinical manifestations, laboratory test results, etc. Results:Among the 18 patients with sheep brucellosis, 14 patients were aged 45-59 years old and 13 patients were male, with 13 cases having a clear history of contact with cattle and sheep. The main clinical manifestations were fever (18 cases), bone and joint pain (5 cases), and fatigue (5 cases). Laboratory test results confirmed all 18 cases as Brucella melitensis infection (AMOS-PCR), with one case originating from cattle. Laboratory tests showed that 12 patients had elevated lactate dehydrogenase (LDH) levels. Correlation analysis revealed, there was a positive association between aspartate aminotransferase (AST) and LDH ( r = 0.84, P < 0.001); a positive correlation between the number of affected systems and the percentage of neutrophils (N%, r = 0.73, P = 0.001); a positive correlation between the duration of medication and the number of affected systems ( r = 0.82, P < 0.001) and N% ( r = 0.75, P = 0.001); and a negative correlation between treatment duration and lymphocyte percentage (LYM%, r =-0.76, P = 0.001). Conclusions:The main source of Brucella melitensis infection in Xinjiang is sheep, and contact with cattle can also cause Brucella melitensis infection. Brucella melitensis patients are more common in middle-aged males. The clinical manifestations are diverse and atypical; N% and LYM% are correlated with the number of affected systems.

Objective To explore the quantitative electroencephalography(qEEG)characteristics of the prefrontal cortex in patients with mild cognitive impairment(MCI)during digital screening tasks for MCI screening.Methods A total of 592 MCI patients(MCI group)and 317 normal cognitively elderly individuals(control group)were recruited from 40 communities in Nanjing,Jiangsu Province,from July to August,2024.All participants were as-sessed using Montreal Cognitive Assessment-Beijing Version(MoCA-BJ).Prefrontal EEG data were collected using a portable EEG device,and power spectral analysis was performed via Fast Fourier Transform.An XG-Boost algorithm was employed to construct an MCI identification model based on qEEG power features,and the model's performance was evaluated using receiver operating characteristic(ROC)curve.Results Compared with the control group,prefrontal δ,α,and β band power increased during screening tasks in MCI group(P<0.05);δ power was negatively correlated with MoCA-BJ total scores,and visuospatial/executive func-tion,attention and delayed recall scores(r=-0.269,-0.169,-0.133,-0.171,P<0.001);α power was negative-ly correlated with MoCA-BJ total scores,attention and delayed recall scores(r=-0.113,-0.075,-0.091,P<0.05).The XGBoost model based on δ and α power was excellent in MCI identification,with an area under the curve of 0.91,accuracy of 0.81,precision of 0.89,F1 score of 0.84,recall of 0.80,and specificity of 0.81.Conclusion MCI patients exhibit increased power in the prefrontal δ and α frequency bands during digital screening tasks,which is associated with cognitive decline.An XGBoost model based on qEEG power features can enable early prediction of MCI.

Objective:To investigate the effects of two anastomosis methods on perioperative and pathological outcomes during totally laparoscopic right hemicolectomy (TLRH).Methods:In a national multicenter snapshot study, 1,854 patients who underwent laparoscopic right hemicolectomy were enrolled from 52 tertiary hospitals across China. The post-hoc analysis based on this study compared the data of 303 patients who underwent TLRH. Patients were divided into the antiperistaltic group (33 cases) and the isoperistaltic group (270 cases) according to type of anastomosis. Due to the significant difference in sample size between the two groups, propensity score matching (PSM) was performed to eliminate the influence of baseline characteristic discrepancies. The matching was based on the following known confounding factors: age, gender, body mass index (BMI), history of abdominal surgery, and history of diabetes, with a caliper value of 0.2. Perioperative and pathological outcomes were compared between the two groups.Results:After PSM, 33 patients were included in the antiperistaltic group and 65 patients in the isoperistaltic group. There were no statistically significant differences in baseline data between the two groups (all P>0.05). No significant differences were observed between the two groups in terms of operation time, blood loss, time to first defecation, time to first oral intake, or the incidence and grading of complications either (all P>0.05). However, length of postoperative hospital stay in the isoperistaltic group was significantly shorter than that in the antiperistaltic group, however (7.0 [6.0, 9.0] days vs. 8.0 [7.0, 10.5] days, P=0.049). In terms of pathological outcomes, there were also no statistically significant differences between the two groups in the number of harvested lymph nodes or the number of positive lymph nodes (all P>0.05). Conclusions:The two digestive tract reconstruction modalities, antiperistaltic and isoperistaltic anastomosis, have comparable perioperative safety and efficacy in TLRH. The isoperistaltic group had better outcomes in terms of postoperative hospital stay.