Peak picking is one of the essential steps in non-targeted metabolomics data preprocessing based on liquid chromatography-mass spectrometry.Among various peak-picking algorithms,centWave algorithm based on continuous wavelet transform has been widely adopted in high-resolution mass spectrometry.In this study,the optimization effects of two centWave parameter optimization algorithms,IPO and centWave Sweep,were compared.Two datasets including metabolite standards and urine were used for comprehensive evaluation of these two algorithms with respect to three indicators:good peak shape ratio,reliable peak ratio,and repeatable peak ratio.To quickly and accurately distinguish good and bad peak shapes,three ensemble learning algorithms,random forest,adaboost and gradient boosting decision tree,were selected to establish a model for distinguishing chromatographic peak shape.Finally,according to the accuracy and F1 score,random forest was selected to establish a discrimination model(Accuracy 93.5%,F1 score 0.938).Compared with recommended parameters of XCMS Online,the proportion of reliable peaks and the proportion of repeatable peaks of two parameter optimization algorithms were improved in different datasets.However,when it came to the proportion of peaks with good shape,there was no significant difference between the optimized parameters and the parameters recommended by XCMS Online in different datasets.Furthermore,all three parameter settings resulted in relatively low proportions of peaks with good shape.The results indicated that the current parameter optimization algorithm was unable to improve the proportion of peaks with good shape.An excessive number of bad shape peaks could not only decrease the statistical power of analysis but also generate false positive results.Therefore,it was critical to perform additional confirmation of potential markers in the practical application of metabolomics researches.

Objective:To construct an explainable artificial intelligence(AI) model of risk characteristics of papillary thyroid carcinoma(PTC), and to explore its value of it combined with clinical features in predicting cervical lymph node metastasis(CLNM) in PTC patients.Methods:From January 2021 to September 2022, 422 patients(422 nodules) with pathologically confirmed PTC underwent thyroidectomy and neck lymph node dissection in the Second Affiliated Hospital of Xi′an Jiaotong University were retrospectively collected, the patients were randomly divided into training set and test set according to the ratio of 7∶3. Ultrasonographic features highly correlated with PTC risk characteristics were extracted by traditional machine learning method, and an intelligent prediction model with optimal probability of risk characteristics was established. Then, a risk model for predicting CLNM of PTC patients was constructed in combination with clinical features. The diagnostic effectiveness of the model was evaluated by drawing a ROC curve and calculating the area under curve (AUC).Results:In the AI explaineable model of PTC risk characteristics in the test set, the intelligent diagnosis model of calcification based on logistic regression classification showed the highest diagnostic efficiency, with an AUC of 0.87 ( P<0.05). Compared with the probability model of risk characteristic of PTC alone, the comprehensive model combined with clinical characteristics showed higher diagnostic efficiency in predicting CLNM of PTC patients, with AUC of 0.97, diagnostic critical value of 0.15, corresponding accuracy, sensitivity and specificity of 92.65%, 92.76% and 92.54%, respectively (all P<0.05). Conclusions:The explaineble risk characteristics of PTC AI model combined with clinical features can effectively predict the cervical lymph node metastasis of PTC, and then provide effective information for clinical decision-making of PTC patients.

AIM:To construct a recombinant adenovirus vector carrying the mouse ubiquitin-like with plant homeodomain and RING finger domains 1(Uhrf1)gene,validate the expression of Uhrf1 in neonatal mouse cardiomyo-cytes and explored its role in hydrogen peroxide(H2O2)-induced DNA damage.METHODS:The mouse Uhrf1 gene cod-ing sequence was amplified by polymerase chain reaction(PCR),digested,and inserted into the pADM-CMV-C-FH vec-tor to create the recombinant adenoviral plasmid ADM-Uhrf1.Following transfection into HEK293T cells,we generated re-combinant adenoviral particles,amplified,purified,and determined the titer.Neonatal mouse cardiomyocytes were infect-ed at an multiplicity of infection(MOI)of 50,UHRF1 protein expression was validated via Western blot and immunofluo-rescence staining.H2O2-induced DNA damage was explored along with adenovirus-mediated Uhrf1 overexpression to inves-tigate its role in DNA damage repair.RESULTS:ADM-Uhrf1 virus titer,determined by capsid immunofluorescence as-say,was 1.8×1013 pfu/L.Western blot confirmed a significant increase in UHRF1 protein expression(P＜0.05),with im-munofluorescence indicating predominant nuclear localization.Uhrf1 overexpression effectively inhibited the expression of the DNA damage marker,phosphorylated H2AX protein(γH2AX)(P＜0.01).CONCLUSION:We successfully con-structed a recombinant adenoviral vector carrying the mouse Uhrf1 gene,facilitating Uhrf1 overexpression in neonatal mouse cardiomyocytes.Furthermore,this overexpression effectively alleviated DNA damage in cardiomyocytes.

Objective To explore the feasibility and safety of submucosal tunneling endoscopic resection(STER)for the treatment of giant(long diameter≥3.5 cm)symptomatic submucosal tumors(SMT)originating from the esophageal and cardiac muscularis propria layer.Methods A retrospective analysis was conducted on patients with giant symptomatic SMT of the esophagus and cardia treated with STER at the Endoscopy Center of Zhongshan Hospital,Fudan University from January 2017 to January 2020.Clinical characteristics and follow-up data of patients were collected.The efficacy of STER was evaluated by complete resection rate,recurrence rate,and residual rate.The safety of the procedure was assessed by the occurrence of procedure-related complications.Results A total of 111 patients with SMT were included,including 65 males and 46 females,with an average age of(43.2±11.6)years old.Among them,11 patients(9.9％)presented with typical symptoms.Leiomyomas accounted for 105 cases,gastrointestinal stromal tumors for 2 cases,and schwannoma for 4 cases.The median long diameter of the tumors was 5 cm,and the median short diameter was 3 cm.The median operation time was 70 minutes,and the median time of hospital stay was 3 days.The success rate of STER was 100％,with a complete resection rate of 73.9％.Intraoperative mucosal injury was observed in 18 cases(16.2％),postoperative complications occurred in 16 cases(14.4％),including severe pneumothorax/pleural effusion requiring drainage in 10 cases(9.0％),delayed bleeding in 1 case(0.9％),moderate or severe fever in 4 cases(3.6％),and infection in tunnel in 1 case(0.9％).Follow-up at 1-18 months showed no tumor residue,recurrence,esophageal stenosis,diverticula or other long-term complications.Conclusions STER is a safe and effective treatment for giant symptomatic SMT of the esophagus and cardia.

Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.

Objective:To analyze the clinical features of gastritis cystica profunda (GCP) and investigate the risk factors associated with its coexistence with gastric cancer.Methods:Data of 149 patients with pathologically confirmed GCP at Zhongshan Hospital of Fudan University between January 2015 and March 2022 were retrospectively analyzed for basic information, clinical data, lesion manifestations and pathological results, of which 106 were pathologically confirmed GCP after endoscopic resection and 43 others were pathologically confirmed GCP after surgical procedures. Among 149 patients, 56 were in the simple GCP group, and 93 in the GCP combined with gastric cancer group.Results:In the simple GCP group of 56 patients, 62.5% (35/56) were male and the mean age was 58.8 years. The predominant site of involvement was in the upper gastric segment (cardia and fundus) (51.8%,29/56), with manifestations primarily of the polypoid bulge type (41.1%,23/56) and submucosal bulge type (35.7%,20/56). Clinical symptoms were mostly atypical. In the group where GCP was combined with gastric cancer (93 cases), males accounted for 90.3% (84/93), the median age was 66.9 years, the upper gastric segment was predominantly affected (75.3%, 70/93), with differentiated cancer being the most common histological type (91.4%, 85/93). For 76 cases of early gastric cancer combined with GCP, mucosal lesions were the main presentation (73.7%, 56/76) with atypical clinical symptoms. Furthermore, in 17 cases of progressive gastric cancer combined with GCP, the manifestations were mainly bulging ulcers (88.2%, 15/17), and most of them were referred to the doctor because of abdominal pain and black stools (100.0%, 17/17). Binary logistic regression analysis showed that being male ( P=0.004, OR=4.411, 95% CI: 1.621-12.002), age ( P=0.001, OR=1.085, 95% CI: 1.036-1.136) and endoscopic manifestations of mucosal lesions ( P<0.001, OR=5.080, 95% CI: 2.162-11.939) were risk factors for GCP combined with gastric cancer, but involvement of the upper gastric segment was not related to combination with gastric cancer ( P=0.430, OR=0.707, 95% CI: 0.299-1.672). Among 106 patients with endoscopic resection, 57 cases of early gastric cancer combined with GCP had a median lesion length of 2.50 cm; 49 cases of GCP alone had a median lesion length of 1.20 cm, with significant difference ( Z=-5.503, P<0.001). All upper gastric GCP combined with early gastric cancer in endoscopically treated patients were cancers of the cardia, most of which were superficial elevation with the concave type (0-Ⅱa+Ⅱc) (44.7%, 21/47). 75.4% (43/57) patients with gastric cancer combined with GCP were graded as curative resection (eCuraA) after endoscopic surgery , and none of those who had additional surgery after endoscopic surgery had lymph node metastasis. There were 8 cases with history of gastric surgery, 7 of esophageal cancer, and 10 of multiple neoplastic gastric lesions in the 149 patients with GCP. Conclusion:GCP often occurs in the upper gastric region and is not inherently associated with the presence of gastric cancer. However, when coexisting with gastric cancer, it tends to affect elderly men, present with mucosal lesions of a differentiated histological type, and may be accompanied by esophageal or other gastric cancers. Notably, GCP is frequently identified as para-cancerous lesion, and endoscopic treatment emerges as a safe and effective approach, characterized by a high rate of curative endoscopic resections and a low incidence of lymphatic metastases.

Objective To compare the value of two-dimensional high-frequency ultrasound, acoustic pulsed radiant force imaging (ARFI)-acoustic palpation tissue quantification (VTQ) technology, and strain elastography alone and their combination in diagnosis of benign and malignant thyroid micronodules. Methods A retrospective analysis was conducted in 99 patients (107 thyroid micro-solid nodules with diameters ≤ 10.0 mm) who were treated at Baoji People's Hospital in Shaanxi Province from June 2021 to June 2023. All patients underwent two-dimensional high-frequency ultrasound, ARFI-VTQ technology, and strain elastography to obtain ultrasound data scores and data. Using biopsy and surgical pathology as the diagnostic "gold standard", the diagnostic efficacy of the three ultrasound methods alone and their combination was compared for thyroid micro-nodules. Results A total of 62 patients (68 nodules) underwent fine-needle aspiration biopsy (FNAB), and 37 patients (39 nodules) underwent surgery. Among 107 thyroid micro-nodules, 45 were diagnosed as malignant, and 62 as benign. Significant differences were observed between malignant micro-nodules and benign micro-nodules in terms of internal echo (isoechoic and hyperechoic echo, very hypoechoic and hypoechoic echo), boundary, microcalcification, aspect ratio >1, blood supply, and resistance index (RI) of the artery (P < 0.05). When the critical value of the C-TIRADS score for diagnosing thyroid micro-nodules using two-dimensional high-frequency ultrasound was ≥ 2 points (C-TIRADS 4b), the diagnostic sensitivity was 73.33%, specificity was 79.03%, and the area under the curve (AUC) was 0.762[95%CI, 0.670 to 0.839]. In ARFI-VTQ technology, the SWV values ranged from 0.52 to 7.55 m/s, with an average of (2.62 ± 0.61) m/s. The mean SWV of malignant micro-nodules was (5.24±2.23) m/s, which was higher than (2.11±0.70) m/s of benign micro-nodules (t=10.258, P < 0.05). When the critical SWV value was 3.19 m/s, the diagnostic sensitivity was 77.78%, specificity was 80.65%, and the AUC (95%CI) was 0.792(95%CI, 0.703 to 0.865). In strain elastography, when the critical score was ≥3, the diagnostic sensitivity was 75.56%, specificity was 77.42%, and the AUC (95%CI) was 0.765 (95%CI, 0.673 to 0.841). Combined detection of the three methods showed that there were 44 positive micro-nodules, 63 negative micro-nodules, the diagnostic sensitivity was 93.33%, specificity was 96.77%, and the AUC (95%CI) was 0.951 (95%CI, 0.891 to 0.983). There was statistical significance in the diagnostic efficacy of combined application compared with that of 2D high-frequency ultrasonography, ARFI-VTQ technology and strain-elasticity imaging alone (Z=4.861, 4.393, 4.842, P < 0.05). Conclusion The combination of two-dimensional high-frequency ultrasound, ARFI-VTQ technology, and strain elastography can improve the diagnostic accuracy of benign and malignant thyroid micro-nodules.

Objective:To analyze the mediating effects of emotional changes in self-management interventions on the relationship between behavioral management and quality of life in elderly patients with type 2 diabetes and therefore to provide a reference for improving the emotional status of elderly diabetes patients and future community-based self-management interventions.Methods:From 2016 to 2020, a total of 69 self-management groups were formed in Hangzhou, each consisting of 10-15 patients with type 2 diabetes.Based on the construction of a medical consortium and family doctors signing up to provide services, intervention teams were established to conduct a series of group self-management activities for each group.Surveys via questionnaires were conducted before and after the intervention, as well as 6 months after the intervention, to collect patient data on demographics, disease status, emotions, quality of life, and self-management behaviors.The intervention effects were evaluated, and the correlations between emotional changes, self-management behaviors, and changes in quality of life were analyzed.Bootstrap analysis was used to test the mediating effects.Results:A total of 707 elderly diabetes patients were included.There were statistically significant differences in the scores of the Self-Rating Anxiety Scale(SAS), the Self-Rating Depression Scale(SDS), physical functioning, role-physical, bodily pain, general health, vitality, social functioning, role-emotional, mental health, physical component summary, mental component summary, the dietary control dimension of the type 2 diabetes self-care scale(2-DSCS), regular exercise, medication adherence, blood glucose monitoring, foot care, the dimension of prevention and management of hyperglycemia and hypoglycemia, and the total score of 2-DSCS( P<0.05 for all).Compared with pre-intervention, changes in SAS, SDS, physical component summary and mental component summary scores were all correlated with each dimension of 2-DSCS right after intervention and 6 months after intervention( r=-0.336-0.333, P<0.05), with the exception of changes in the blood glucose monitoring dimension score and changes in the emotional status score.The direct effect of self-management behavior on the quality of life in elderly patients with type 2 diabetes was 0.159, and the indirect effect through emotions was 0.229, with the mediating effect accounting for 59.02% of the total effect. Conclusions:Community-based group self-management activities can effectively improve the emotions and management behaviors of elderly diabetes patients and enhance their quality of life, Emotional changes play a certain mediating role between self-management behaviors and improvement in quality of life.

【Objective】 To explore the risk factors of transfusion-related acute lung injury (TRALI). 【Methods】 The clinical symptoms, signs, imaging examinations, and laboratory test results of two patients with TRALI after blood transfusion were retrospectively analyzed, and human leukocyte antigen (HLA) genotyping of the patient and HLA antibodies typing of the plasma donors were performed. 【Results】 The clinical manifestations and laboratory parameters of two patients were consistent with those of TRALI after blood transfusion. After timely clinical respiratory support treatment, all patients were improved. Blood donors produced high titers of HLA-Ⅱ antibodies after pregnancy, including antibodies that specifically recognize the patient′s HLA antigen. 【Conclusion】 Two patients developed TRALI after platelet transfusion from a female blood donor, which was caused by HLA-Ⅱ antibodies.

【Objective:】 To preliminary construct a scientific, systematic and applicable evaluation index system of the interest conflict for medical institutions ethics committee. 【Methods:】 Literature retrieval, interpretation of laws and regulations, expert group discussion and Delphi expert letter inquiry were used to screen indicators and determine the evaluation index system of interest conflict and the weight of various indicators. 【Results:】 The response rates of the two rounds of correspondence questionnaire were both 100%, the authority coefficient Cr values of the two rounds were 0.855 and 0.865, and the coordination coefficient W values of the two rounds were 0.817 and 0.826, which were statistically significant (P<0.05). The final formed system included 3 first-level indicators, 10 second-level indicators and 25 third-level indicators. 【Conclusion:】 The evaluation index system of interest conflict for medical institution ethics committee is scientific and reliable.