BACKGROUND: Neoadjuvant chemoradiotherapy followed by radical surgery has been a common practice for patients with locally advanced rectal cancer, but the response rate varies among patients. This study aimed to develop a ResNet-Vision Transformer based magnetic resonance imaging (MRI)-endoscopy fusion model to precisely predict treatment response and provide personalized treatment. METHODS: In this multicenter study, 366 eligible patients who had undergone neoadjuvant chemoradiotherapy followed by radical surgery at eight Chinese tertiary hospitals between January 2017 and June 2024 were recruited, with 2928 pretreatment colonic endoscopic images and 366 pelvic MRI images. An MRI-endoscopy fusion model was constructed based on the ResNet backbone and Transformer network using pretreatment MRI and endoscopic images. Treatment response was defined as good response or non-good response based on the tumor regression grade. The Delong test and the Hanley-McNeil test were utilized to compare prediction performance among different models and different subgroups, respectively. The predictive performance of the MRI-endoscopy fusion model was comprehensively validated in the test sets and was further compared to that of the single-modal MRI model and single-modal endoscopy model. RESULTS: The MRI-endoscopy fusion model demonstrated favorable prediction performance. In the internal validation set, the area under the curve (AUC) and accuracy were 0.852 (95% confidence interval [CI]: 0.744-0.940) and 0.737 (95% CI: 0.712-0.844), respectively. Moreover, the AUC and accuracy reached 0.769 (95% CI: 0.678-0.861) and 0.729 (95% CI: 0.628-0.821), respectively, in the external test set. In addition, the MRI-endoscopy fusion model outperformed the single-modal MRI model (AUC: 0.692 [95% CI: 0.609-0.783], accuracy: 0.659 [95% CI: 0.565-0.775]) and the single-modal endoscopy model (AUC: 0.720 [95% CI: 0.617-0.823], accuracy: 0.713 [95% CI: 0.612-0.809]) in the external test set. CONCLUSION The MRI-endoscopy fusion model based on ResNet-Vision Transformer achieved favorable performance in predicting treatment response to neoadjuvant chemoradiotherapy and holds tremendous potential for enabling personalized treatment regimens for locally advanced rectal cancer patients.
Humans ; Rectal Neoplasms/diagnostic imaging* ; Magnetic Resonance Imaging/methods* ; Male ; Female ; Middle Aged ; Neoadjuvant Therapy/methods* ; Aged ; Adult ; Chemoradiotherapy/methods* ; Endoscopy/methods* ; Treatment Outcome

PURPOSE: This study aims to identify the prevalence and risk factors of military training-related abdominal injuries and help plan and conduct training properly. METHODS: This questionnaire survey study was conducted from October 2021 to May 2022 among military personnel from 6 military units and 8 military medical centers and participants' medical records were consulted to identify the training-related abdominal injuries. All the military personnel who ever participated in military training were included. Those who refused to participate in this study or provided an incomplete questionnaire were excluded. The questionnaire collected demographic information, type of abdominal injury, frequency, training subjects, triggers, treatment, and training disturbance. Chi-square test and t-test were used to compare baseline information. Univariate and multivariate regression analyses were used to explore the risk factors associated with military training-related abdominal injuries. RESULTS: A total of 3058 participants were involved in this study, among which 1797 (58.8%) had suffered training-related abdominal injuries (the mean age was 24.3 years and the service time was 5.6 years), while 1261 (41.2%) had no training-related abdominal injuries (the mean age was 23.1 years and the service time was 4.3 years). There were 546 injured patients (30.4%) suspended the training and 84 (4.6%) needed to be referred to higher-level hospitals. The most common triggers included inadequate warm-up, fatigue, and intense training. The training subjects with the most abdominal injuries were long-distance running (589, 32.8%). Civil servants had the highest rate of abdominal trauma (17.1%). Age ≥ 25 years, military service ≥ 3 years, poor sleep status, and previous abdominal history were independent risk factors for training-related abdominal injury. CONCLUSION More than half of the military personnel have suffered military training-related abdominal injuries. Inadequate warm-up, fatigue, and high training intensity are the most common inducing factors. Scientific and proper training should be conducted according to the factors causing abdominal injuries.
Humans ; Military Personnel ; Risk Factors ; Prevalence ; Male ; Abdominal Injuries/etiology* ; Female ; Adult ; Surveys and Questionnaires ; Young Adult

Objective:Primary pulmonary mucoepidermoid carcinoma(PMEC)is a rare malignant lung tumor that accounts for approxim-ately 0.1%-0.2%of all primary pulmonary neoplasms.Due to the non-specific clinical symptoms and epidemiological features,PMEC poses diagnostic challenges.Methods:Tissue blocks from 23 archived PMECs were collected from The First Affiliated Hospital of Soochow Uni-versity(November 2012 to December 2023).To establish definitive diagnoses,comprehensive histopathological evaluation,including histo-morphological analysis,immunohistochemistry(IHC),fluorescence in situ hybridization(FISH),and periodic acid-Schiff(PAS)staining were performed.Results:The tumors consisted of varying proportions of mucin-secreting cells(mucous cells),intermediate cells,and epidermoid cells.Immunophenotypically,CK7 was predominantly expressed in the mucous cells,whereas CK5/6,p40,and p63 were expressed in the epidermoid and intermediate cells.The Ki-67 proliferation index ranged from 5%to 60%.All tumors were negative for TTF-1 and Napsin A.Five of the tumors were positive for PD-L1(clone 22C3),with a tumor percentage score of 3%-20%.All 11 tumors tested for ALK(clone D5F3)were negative.IHC for c-Met was performed on two tumors and both were weakly positive(+).Mastermind-like transcriptional co-activator 2(MAML2)gene rearrangement was detected in 34.8%(8/23)of the tumors.Mucous cells were PAS positive.Kaplan-Meier surviv-al analysis revealed a significantly poorer prognosis for patients with lymph node metastasis,distant metastasis,advanced TNM stage(Ⅲ+Ⅳ),poor differentiation,or MAML2 gene rearrangement negativity.Univariate analysis identified poor histological differentiation,lymph node metastasis,distant metastasis,and advanced TNM stage as the major prognostic risk factors.Multivariate analysis confirmed poor differentiation and distant metastasis as independent risk factors for adverse outcomes.Conclusions:PMEC is an aggressive tumor with low incidence and non-specific clinical manifestations,leading to frequent misdiagnosis.Clinicians should maintain a high index of suspicion and ensure a thorough differential diagnosis.

To understand the epidemiological and clinical features of patients with non-tuberculous mycobacteria(NTM)lung disease in a hospital for infectious diseases in Xinjiang,and to provide basis for prevention and control of NTM in Xinjiang.The strain distribution,epidemiological features and clinical features of 78 patients with NTM lung disease in the Sixth People′s Hospital of Xinji-ang Uygur Autonomous Region were analysed from June 2021 to June 2024,and a comparative analysis of the clinical features of 156 patients with pulmonary tuberculosis in this hospital during the same period was performed.Among 78 patients with NTM lung disease,the bacteria identified by molecular biology accounted for the top three cases:24 cases of Mycobacterium avium intracellulare complex,16 cases of Mycobacterium Kansaii and 11 cases of Mycobacterium Gordonae.There was no statistically significant difference in gender(χ2=0.009),age(χ2=2.670),smoking history(χ2=0.064),and BMI(χ2=0.896)between the NTM lung disease group and the pulmonary tuberculosis group(P>0.05).However,there were statistically significant differences in the combined bronchiectasis(χ2=19.068),immune-related indicators CD4(Z=-3.498)and CD3(Z=-3.187),and chest CT cavities on imaging(χ2=9.308)be-tween the two groups(P<0.05).There was no statistically significant difference in clinical symptoms such as cough(χ2=0.188)and expectoration(χ2=0.044)between the two groups(P>0.05).The common underlying diseases of NTM lung disease were diabetes mellitus(23.08%),hypertension(21.79%),bronchiectasis(20.51%)and others.The common clinical symptoms of NTM lung disease include cough,sputum,fatigue,poor appetite and others.The common manifestations of chest CT in NTM lung disease were Patchy cord shadows(62.82%),nodule(51.28%),pleural thickening(46.15%),calcification(41.03%)and others.Multivariate Logistic regression analysis showed that bronchiectasis(OR=8.019)is risk factor for NTM lung disease.The dominant strains of NTM in this study were My-cobacterium avium intracellulare complex,Mycobacterium kansasii and Mycobacterium Gordonae.NTM lung disease and pulmonarytuber-culosis have similar clinical manifestations and are difficult to distinguish,especially for patients with bronchiectasis,it is necessary to actively investigate NTM lung disease,provide basis for early diagnosis and treatment of NTM lung disease,and gradually form a system-atic and standardized NTM lung disease diagnosis and treatment system according to local conditions.

To understand the epidemiological and clinical features of patients with non-tuberculous mycobacteria(NTM)lung disease in a hospital for infectious diseases in Xinjiang,and to provide basis for prevention and control of NTM in Xinjiang.The strain distribution,epidemiological features and clinical features of 78 patients with NTM lung disease in the Sixth People′s Hospital of Xinji-ang Uygur Autonomous Region were analysed from June 2021 to June 2024,and a comparative analysis of the clinical features of 156 patients with pulmonary tuberculosis in this hospital during the same period was performed.Among 78 patients with NTM lung disease,the bacteria identified by molecular biology accounted for the top three cases:24 cases of Mycobacterium avium intracellulare complex,16 cases of Mycobacterium Kansaii and 11 cases of Mycobacterium Gordonae.There was no statistically significant difference in gender(χ2=0.009),age(χ2=2.670),smoking history(χ2=0.064),and BMI(χ2=0.896)between the NTM lung disease group and the pulmonary tuberculosis group(P>0.05).However,there were statistically significant differences in the combined bronchiectasis(χ2=19.068),immune-related indicators CD4(Z=-3.498)and CD3(Z=-3.187),and chest CT cavities on imaging(χ2=9.308)be-tween the two groups(P<0.05).There was no statistically significant difference in clinical symptoms such as cough(χ2=0.188)and expectoration(χ2=0.044)between the two groups(P>0.05).The common underlying diseases of NTM lung disease were diabetes mellitus(23.08%),hypertension(21.79%),bronchiectasis(20.51%)and others.The common clinical symptoms of NTM lung disease include cough,sputum,fatigue,poor appetite and others.The common manifestations of chest CT in NTM lung disease were Patchy cord shadows(62.82%),nodule(51.28%),pleural thickening(46.15%),calcification(41.03%)and others.Multivariate Logistic regression analysis showed that bronchiectasis(OR=8.019)is risk factor for NTM lung disease.The dominant strains of NTM in this study were My-cobacterium avium intracellulare complex,Mycobacterium kansasii and Mycobacterium Gordonae.NTM lung disease and pulmonarytuber-culosis have similar clinical manifestations and are difficult to distinguish,especially for patients with bronchiectasis,it is necessary to actively investigate NTM lung disease,provide basis for early diagnosis and treatment of NTM lung disease,and gradually form a system-atic and standardized NTM lung disease diagnosis and treatment system according to local conditions.

Objective:Primary pulmonary mucoepidermoid carcinoma(PMEC)is a rare malignant lung tumor that accounts for approxim-ately 0.1%-0.2%of all primary pulmonary neoplasms.Due to the non-specific clinical symptoms and epidemiological features,PMEC poses diagnostic challenges.Methods:Tissue blocks from 23 archived PMECs were collected from The First Affiliated Hospital of Soochow Uni-versity(November 2012 to December 2023).To establish definitive diagnoses,comprehensive histopathological evaluation,including histo-morphological analysis,immunohistochemistry(IHC),fluorescence in situ hybridization(FISH),and periodic acid-Schiff(PAS)staining were performed.Results:The tumors consisted of varying proportions of mucin-secreting cells(mucous cells),intermediate cells,and epidermoid cells.Immunophenotypically,CK7 was predominantly expressed in the mucous cells,whereas CK5/6,p40,and p63 were expressed in the epidermoid and intermediate cells.The Ki-67 proliferation index ranged from 5%to 60%.All tumors were negative for TTF-1 and Napsin A.Five of the tumors were positive for PD-L1(clone 22C3),with a tumor percentage score of 3%-20%.All 11 tumors tested for ALK(clone D5F3)were negative.IHC for c-Met was performed on two tumors and both were weakly positive(+).Mastermind-like transcriptional co-activator 2(MAML2)gene rearrangement was detected in 34.8%(8/23)of the tumors.Mucous cells were PAS positive.Kaplan-Meier surviv-al analysis revealed a significantly poorer prognosis for patients with lymph node metastasis,distant metastasis,advanced TNM stage(Ⅲ+Ⅳ),poor differentiation,or MAML2 gene rearrangement negativity.Univariate analysis identified poor histological differentiation,lymph node metastasis,distant metastasis,and advanced TNM stage as the major prognostic risk factors.Multivariate analysis confirmed poor differentiation and distant metastasis as independent risk factors for adverse outcomes.Conclusions:PMEC is an aggressive tumor with low incidence and non-specific clinical manifestations,leading to frequent misdiagnosis.Clinicians should maintain a high index of suspicion and ensure a thorough differential diagnosis.

Objective To establish a county-level trauma treatment model,designed to prioritize efficiency and guided by a multidisciplinary approach for emergency green channels.Methods Adhering to the Consensus of Experts on the Construc-tion and Management of Trauma Centers in Municipal Comprehensive Hospitals(2020),and using the trauma center creation plan from Guangdong Province as a reference,we established a county-level trauma center,leveraging its strengths and unique at-tributes,with the emergency department as its core.Results The application of information technology facilitated the establish-ment of a two-way referral information platform and a three-tiered diagnosis and treatment system for county medical communities,thereby enhancing the efficiency and quality of healthcare.The implementation of the emergency green channel multidisciplinary treatment team model significantly improved the admission rates for complex and critical cases and increased the utilization of new technologies.Conclusion The development of a county-level emergency treatment system,spearheaded by the establishment of a provincial-level trauma center and a multidisciplinary team model for emergency green channels,can expedite trauma patient care,augment diagnostic efficiency and treatment efficacy,and catalyze advancements in medical technology within county hospitals.

Objective To explore the mechanism of electroacupuncture pretreatment(EP)for relieving post-stroke spasticity in rats.Methods Eighteen rats were randomized equally into sham-operated group,middle cerebral artery occlusion(MCAO)group,and MCAO+EP group.In MCAO+EP group,the rats received electroacupuncture at the acupoints Qubin and Baihui for 3 consecutive days prior to MCAO.Neurological deficits and cognitive function of the rats were evaluated,and pathologies in the hippocampus were examined using HE,Nissl,and TUNEL staining.The expressions of IL-4,IL-6,TNF-α,and TMAO in the brain tissues were detected with ELISA,and the mRNA and protein expression levels of NF-κB p65,NLRP3,caspase-3,and caspase-9 were determined with qRT-PCR,Western blotting,and immunohistochemistry.Results The rats receiving MCAO had significantly increased neurological deficit scores and showed increased muscle tension,number of apoptotic neurons,and expressions of IL-6,TNF-α,NF-κB p65,NLRP3,caspase-3 and caspase-9 in the hippocampus and significantly reduced length of time for new object recognition.Microscopically,the cells in the hippocampus of the MCAO rats showed uneven and loosened arrangement and unclear cell boundaries.In contrast,the rats in I/R+EP group showed significantly lowered neurological deficit scores and dystonia rating scores,reduced cell apoptosis,lowered hippocampal expressions of IL-6,TNF-α,caspase-3,caspase-9,and NF-κB p65,increased time for new object recognition,tightly arranged and uniformly stained hippocampal cells with clear boundaries,with also an increased number of active neurons and enhanced expression of IL-4 in the hippocampus.Conclusion EP alleviates post-stroke spasticity in rats by inhibiting inflammatory responses and hippocampal neuronal apoptosis mediated by the NF-κB/NLRP3 signaling pathway.

Objective To explore the mechanism of electroacupuncture pretreatment(EP)for relieving post-stroke spasticity in rats.Methods Eighteen rats were randomized equally into sham-operated group,middle cerebral artery occlusion(MCAO)group,and MCAO+EP group.In MCAO+EP group,the rats received electroacupuncture at the acupoints Qubin and Baihui for 3 consecutive days prior to MCAO.Neurological deficits and cognitive function of the rats were evaluated,and pathologies in the hippocampus were examined using HE,Nissl,and TUNEL staining.The expressions of IL-4,IL-6,TNF-α,and TMAO in the brain tissues were detected with ELISA,and the mRNA and protein expression levels of NF-κB p65,NLRP3,caspase-3,and caspase-9 were determined with qRT-PCR,Western blotting,and immunohistochemistry.Results The rats receiving MCAO had significantly increased neurological deficit scores and showed increased muscle tension,number of apoptotic neurons,and expressions of IL-6,TNF-α,NF-κB p65,NLRP3,caspase-3 and caspase-9 in the hippocampus and significantly reduced length of time for new object recognition.Microscopically,the cells in the hippocampus of the MCAO rats showed uneven and loosened arrangement and unclear cell boundaries.In contrast,the rats in I/R+EP group showed significantly lowered neurological deficit scores and dystonia rating scores,reduced cell apoptosis,lowered hippocampal expressions of IL-6,TNF-α,caspase-3,caspase-9,and NF-κB p65,increased time for new object recognition,tightly arranged and uniformly stained hippocampal cells with clear boundaries,with also an increased number of active neurons and enhanced expression of IL-4 in the hippocampus.Conclusion EP alleviates post-stroke spasticity in rats by inhibiting inflammatory responses and hippocampal neuronal apoptosis mediated by the NF-κB/NLRP3 signaling pathway.

Objective To investigate the infection status and changing trend of hepatitis C virus(HCV)infection in hospitalized patients in medical institutions,and provide reference for formulating HCV infection prevention and control strategies.Methods HCV infection surveillance results from cross-sectional survey data reported to China Healthcare-associated Infection(HAI)Surveillance System in 2020 were summarized and analyzed,HCV positive was serum anti-HCV positive or HCV RNA positive,survey result was compared with the survey results from 2003.Results In 2020,1 071 368 inpatients in 1 573 hospitals were surveyed,738 535 of whom underwent HCV test,4 014 patients were infected with HCV,with a detection rate of 68.93％and a HCV positive rate of 0.54％.The positive rate of HCV in male and female patients were 0.60％and 0.48％,respectively,with a statistically sig-nificant difference(x2=47.18,P＜0.001).The HCV positive rate in the 50-＜60 age group was the highest(0.76％),followed by the 40-＜50 age group(0.71％).Difference among all age groups was statistically signifi-cant(x2=696.74,P＜0.001).In 2003,91 113 inpatients were surveyed.35 145 of whom underwent HCV test,resulting in a detection rate of 38.57％;775 patients were infected with HCV,with a positive rate of 2.21％.In 2020,HCV positive rates in hospitals of different scales were 0.46％-0.63％,with the highest in hospital with bed numbers ranging 600-899.Patients'HCV positive rates in hospitals of different scales was statistically signifi-cant(X2=35.34,P＜0.001).In 2020,12 provinces/municipalities had over 10 000 patients underwent HCV-rela-ted test,and HCV positive rates ranged 0.19％-0.81％,with the highest rate from Hainan Province.HCV posi-tive rates in different departments were 0.06％-0.82％,with the lowest positive rate in the department of pedia-trics and the highest in the department of internal medicine.In 2003 and 2020,HCV positive rates in the depart-ment of infectious diseases were the highest,being 7.95％and 3.48％,respectively.Followed by departments of orthopedics(7.72％),gastroenterology(3.77％),nephrology(3.57％)and general intensive care unit(ICU,3.10％)in 2003,as well as departments of gastroenterology(1.35％),nephrology(1.18％),endocrinology(0.91％),and general intensive care unit(ICU,0.79％)in 2020.Conclusion Compared with 2003,HCV positive rate decreased significantly in 2020.HCV infected patients were mainly from the department of infectious diseases,followed by departments of gastroenterology,nephrology and general ICU.HCV infection positive rate varies with gender,age,and region.