Retrieving keyframes most relevant to text from small intestine videos with given labels can efficiently and accurately locate pathological regions. However, training directly on raw video data is extremely slow, while learning visual representations from image-text datasets leads to computational inconsistency. To tackle this challenge, a small bowel video keyframe retrieval based on multi-modal contrastive learning (KRCL) is proposed. This framework fully utilizes textual information from video category labels to learn video features closely related to text, while modeling temporal information within a pretrained image-text model. It transfers knowledge learned from image-text multimodal models to the video domain, enabling interaction among medical videos, images, and text data. Experimental results on the hyper-spectral and Kvasir dataset for gastrointestinal disease detection (Hyper-Kvasir) and the Microsoft Research video-to-text (MSR-VTT) retrieval dataset demonstrate the effectiveness and robustness of KRCL, with the proposed method achieving state-of-the-art performance across nearly all evaluation metrics.
Humans ; Video Recording ; Intestine, Small/diagnostic imaging* ; Machine Learning ; Image Processing, Computer-Assisted/methods* ; Algorithms

Objective To detect the expression level of 4-aminobutyrate aminotransferase(ABAT)in bone marrow of patients with myelodysplastic syndrome(MDS),and analyze its influence on clinicopathological features and prognosis of patients.Methods From January 2016 to March 2020,92 patients with MDS and 30 patients with acute myeloid leukemia(AML)from the First Affiliated Hospital of Xingtai Medical College were retrospectively collected.Meanwhile,30 patients with immunothrombocytopenia who did not develop MDS or other clonal diseases of the blood system during a 3-year follow-up were collected as control group.Real-time quantitative fluorescent PCR(qRT-PCR)was used to detect the relative expression level and methylation level of ABAT mRNA of all patients,and the relative expression level and methylation level of ABAT mRNA among different clinical characteristics of MDS patients were compared.Multivariate logistic regression analysis was used to analyze the risk factors affecting the adverse prognosis of MDS.The clinical value of detecting ABAT methylation level in predicting poor prognosis of MDS patients was analyzed by receiver operating characteristic(ROC)curve.Kaplan-Meier method was used to calculate the 3-year survival rate between groups with different ABAT mRNA relative expression levels and methylation levels,and log-rank test was used for their comparison.Results The expression level of ABAT mRNA in MDS group(0.42±0.08)was lower than that in control group(0.56±0.15)and AML group(0.52±0.10),while the methylation level of ABAT(32.51±5.32)was higher than that of AML group(26.21±4.58)and control group(10.25±4.31),and the differences were significant(t=4.251,4.562;10.415,8.326,all P<0.001).The methylation level of ABAT in high-risk patients(42.65±5.32)was higher than that in low-risk patients(25.63±4.16),intermediate-risk-1 patients(30.59±2.51)and intermediate-risk-2 patients(33.25±3.69)by IPSS risk grade,and the differences were significant(t=8.329,7.077,15.874,all P<0.001).Poor Karyotype analysis result[OR(95%CI):4.973(1.524～8.581),P=0.004],high IPSS risk grade[OR(95%CI):8.542(2.365～14.521),P<0.001]and ABAT hypermethylation level[OR(95%CI):6.178(1.589～13.021),P<0.001]were the risk factors affecting the poor prognosis of MDS.The cut-offvalue of ABAT methylation level to predict the poor prognosis of MDS were 30.54,and the area under the curve(AUC),the sensitivity and specificity were 0.92,0.874 and 0.851,respectively.The 3-year survival rate of the high ABAT methylation group(>30.54)was 66.67%,which was lower than that of the low ABAT methylation group(≤30.54)was 93.18%,with significant difference(Log-rank x2=9.814,P=0.002).Conclusion The ABAT methylation levels in MDS bone marrow increase,which is a risk factor affecting the poor prognosis of patients.ABAT basal level>30.54 is expected to become a factors predicting the poor prognosis of patients.

Objective:To conduct a scoping review on the application of sedentary behavior intervention in chronic disease patients and identify the delivery carriers, intervention time, intervention content and intervention results, so as to provide guidance for health care personnel to carry out relevant intervention research.Methods:Literature was systematically searched in PubMed, Embase, CINAHL, Cochrane Library, China National Knowledge Infrastructure and Wanfang data from establishment of the databases to June 15, 2023. The included literatures were screened, summarized and analyzed.Results:A total of 25 articles were included, among which the delivery carriers of sedentary behavior intervention included offline guidance, wearable device monitoring, telephone follow-up, mobile phone applications, email and website platform. The most common intervention implementers were rehabilitation therapists, followed by nurses, doctors and psychologists. Intervention durations ranged from 4 weeks to 3 years. Behavioral intervention strategies covered eight aspects, including providing information about behavioral consequences, goal setting, action planning, obstacle identification/problem-solving, behavioral feedback, exploring social support, motivational rewards and restructuring the physical environment. The types of outcome indicators for intervention included sedentary time, physical activity time, physiological indicators, psychological indicators, feasibility evaluation and safety evaluation. The results showed that sedentary behavior intervention not only reduced sedentary behavior in patients with chronic diseases, but also affected their quality of life and self-efficacy.Conclusions:Sedentary behavior intervention has positive effects on sedentary behavior, physical activity, physical health and mental health of patients with chronic diseases. Future research should strengthen the development and application of mobile phone applications and strengthen environmental intervention to further improve the intervention effect.

Objective:To investigate the changing trends in cardiac function following xenogeneic heterotopic heart transplantation of multi-gene edited pig hearts and assess the impact of recipient immune responses on donor heart, laying experimental groundwork for the clinical application of gene editing technology.Methods:On December 16, 2023, xenogeneic heterotopic heart transplantation was performed between pigs and rhesus monkeys. Functional status of the graft under post-transplantation load conditions and recipient immune indicators were observed.Results:The recipient monkeys survived for 40 days with satisfactory functionality of both donor and recipient hearts, and no hyperacute or acute immune rejection reactions were observed.Conclusion:Multi-gene editing technology provides potential for xenotransplantation, yet further exploration is needed for its clinical application.

Objective To develop a highly sensitive and rapid nucleic acid detection method for the severe acute respiratory syndrome coronavirus 2(SARS-CoV-2). Methods We designed,developed,and manufactured an integrated disposable device for SARS-CoV-2 nucleic acid extraction and detection.The precision of the liquid transfer and temperature control was tested.A comparison between our device and a commercial kit for SARS-Cov-2 nucleic acid extraction was performed using real-time fluorescence reverse transcription polymerase chain reaction(RT-PCR).The entire process,from SARS-CoV-2 nucleic acid extraction to amplification,was evaluated. Results The precision of the syringe transfer volume was 19.2±1.9 μL(set value was 20),32.2±1.6(set value was 30),and 57.2±3.5(set value was 60).Temperature control in the amplification tube was measured at 60.0±0.0 ℃(set value was 60)and 95.1±0.2 ℃(set value was 95)respectively.SARS-Cov-2 nucleic acid extraction yield through the device was 7.10×106 copies/mL,while a commercial kit yielded 2.98×106 copies/mL.The mean time to complete the entire assay,from SARS-CoV-2 nucleic acid extraction to amplification detection,was 36 min and 45 s.The detection limit for SARS-CoV-2 nucleic acid was 250 copies/mL. Conclusion The integrated disposable devices may be used for SARS-CoV-2 Point-of-Care test(POCT).

Objective: To investigate cardiovascular disease (CVD) prevention status among residents with intra-urban migration in Central China, so as to provide insights into targeted prevention and control of CVD. Methods: Basic data of residents aged 35 to 75 years who participated in Early Screening and Comprehensive Intervention Project for CVD high-risk populations in Central China from September 2015 to August 2020 were collected. According to birth place, type of registered residence and current residence, residents were divided into four groups: local residents in old urban area, local residents in new urban area, other urban migrants and other rural migrants. The status of CVD primary and secondary prevention, were analysed by using a robust Poisson regression model. Results: A total of 76 513 residents were recruited, including 29 420 males (38.45%) and 47 093 females (61.55%), and had a mean age of (56.36±9.84) years. There were 45 087 (58.93%) local residents in old urban area, 23 868 (31.19%) local residents in new urban area, 5 668 (7.41%) other urban migrants and 1 890 (2.47%) other rural migrants. After adjusting for variables such as age, gender and educational level, the results of robust Poisson regression analysis showed that compared with local residents in old urban area, local residents in new urban area had lower compliance rates of non- or moderate-drinking (RR=0.987, 95%CI: 0.975-1.000) and healthy diet (RR=0.535, 95%CI: 0.365-0.782), lower proportion of using aspirin as primary prevention in CVD high-risk population (RR=0.616, 95%CI: 0.511-0.741), lower awareness (RR=0.873, 95%CI: 0.782-0.974) and control rates (RR=0.730, 95%CI: 0.627-0.849) of hypertension; other urban migrants had higher compliance rate of non-smoking (RR=1.045, 95%CI: 1.017-1.075); other rural migrants had lower proportion of using aspirin as primary prevention in CVD high-risk population (RR=0.826, 95%CI: 0.707-0.966). Conclusion The CVD primaryprevention among local residents in new urban area is relatively poor among four groups of residents in Central China, and key interventions are needed.

Objective:To retrieve, evaluate and summarize the best evidence for the prevention and management of stress urinary incontinence in pregnant and postpartum patients, and provide a reference for the standardized management of clinical medical staff.Methods:All domestic and international evidences on the prevention and management of stress urinary incontinence during pregnancy and postpartum patients were systematically searched, including clinical decisions, guidelines, expert consensus and systematic reviews. The retrieval time limit was from the establishment of the database to March 20, 2022. Two researchers independently conducted literature screening and quality evaluation, and extracted and summarized the included literature.Results:A total of 10 articles were included, including 1 clinical decision, 3 guidelines and 6 systematic reviews. A total of 29 pieces of best evidence were summarized from five aspects, including risk factors, risk assessment, intervention measures, education and training and follow-up.Conclusions:This study summarizes the best evidence for the prevention and management of stress urinary incontinence in pregnant and postpartum patients. Clinicians should refer to the best evidence and combine the patient's own condition to conduct standardized management of the disease.

Objective To investigate the allergen profiles of dust mite-sensitive allergic rhinitis patients in Dalian,and to lay the foun-dation for precise prevention and control of allergic rhinitis.Methods Clinical data of allergic rhinitis patients treated at Affiliated Zhongshan Hospital of Dalian University from January 2015 to December 2022 were collected.The allergen distribution spectrums were compared between different groups designated according to sex,age,allergen reaction level,combination of other allergens,and testing time.Results A total of 1 330 allergic rhinitis patients were included,among whom the total detection rate of dust mite allergy was 60.83%(n= 809),with 330(40.79%)of these having dust mite sensitization alone and 479(59.21%)having multiple sensitization.There were many kinds of allergens in multiple sensitization.Among those with dust mite allergy,all 20 combined allergens detected in this group were analyzed,and mugwort,cat hair,and common rinea grass were the top three allergens in combined sensitization,accounting for 64.52%.The number of other allergens combined with dust mite was mainly 1-3 species(88.73%),and a maximum of 10 allergens were simultaneously present.Patients with 1-3 other combined sensitivities were mainly reactive to respiratory allergens,and those with 4 or more allergens essentially had joint sensitization to respiratory and food allergens.As for the allergen reaction level,the dust mite sensitivity reaction was relatively strong,with grade 3 or above accounting for 61.19%.Except for mugwort,the other combined allergens elicited mainly grade 1 and grade 2 reactions.The detection rates of dust mite allergy were 61.84%in male patients and 59.94%in female patients,with no statistical difference between the sexes(χ2=4.000,P= 0.261).The detection rate of dust mite sensitization was highest in the group aged<20 years and decreased with age(χ2=69.984,P<0.001).Dust mite-sensitive allergic rhinitis mainly occurred from August to October,and the detection rate of dust mite sensitization was the highest in October,reaching 80.16%.Conclusion The dust mite sensitization rate in patients with allergic rhinitis in the Dalian area is relatively high,and multiple sensitization is more common.Combinations of respiratory allergens mainly involve 1-3 types,and mugwort,cat hair,and common ragweed are the most common aller-gens combined with dust mite.Therefore,prevention and control of allergic rhinitis should focus on the characteristics of dust mite allergy in this region.

Purpose: Models for predicting perforation during endoscopic resection (ER) of gastric submucosal tumors (SMTs) originating from the muscularis propria (MP) are rare. Therefore, this study was conducted to determine important parameters in endoscopic ultrasonography (EUS) images to predict perforation and to build predictive models. Methods: Consecutive patients with gastric SMTs originating from the MP who received ER from May 1, 2013 to January 15, 2021 were retrospectively reviewed. They were classified into case and control groups based on the presence of perforation. Logistic multivariate analysis was used to identify potential variables and build predictive models (models 1 and 2: with and without information on tumor pathology, respectively). Results: In total, 199 EUS procedures (194 patients) were finally chosen, with 99 procedures in the case group and 100 in the control group. The ratio of the inner distance to the outer distance (I/O ratio) was significantly larger in the case group than in the control group (median ratio, 2.20 vs. 1.53; P<0.001). Multivariate analysis showed that age (odds ratio [OR], 1.036 in model 1; OR, 1.046 in model 2), the I/O ratio (OR, 2.731 in model 1; OR, 2.372 in model 2), and the pathology of the tumors (OR, 10.977 for gastrointestinal stromal tumors; OR, 15.051 for others in model 1) were risk factors for perforation. The two models to predict perforation had areas under the curve of 0.836 (model 1) and 0.755 (model 2). Conclusion EUS was useful in predicting perforation in ER for gastric SMTs originating from the MP. Two predictive models were developed.

In response to the national strategy of building first-class journals and filling the gaps in English journals on radiation medicine and protection, the Radiation Medicine and Protection (RMP) was founded. Within three years, it has entered domestic and international databases such as DOAJ, Scopus, CSCD, WJCI and Embase with its CiteScore ranking first in the discipline and WJCI index surpassing a variety of international authoritative radiation protection journals. Collaborating with KeAi and Elsevier successively, this open access publisher has gained a significant number of international citations to achieve international visibility. Owing to the influence of disciplinary characteristics, domestic evaluation systems, and international exchange situation, RMP is facing development bottlenecks. We hope to explore breakthrough measures from the aspects of expanding manuscript sources, strengthening academic exchanges, and attracting young experts to joining the editorial board.