Abstract The prevention and control of myopia in children and adolescents has become a national health strategy in China, and its prevention and management are transitioning from experience driven approaches to precise and intelligent strategies. Understanding the role of artificial intelligence (AI) in myopia prevention and control can provide a foundation for a comprehensive myopia prevention and control system. AI, with its powerful capabilities in data analysis and pattern recognition, shows significant potential in myopia risk prediction, screening and diagnosis, intervention support and behavior monitoring in children and adolescents. The article systematically summarizes the scientific evidence and consensus on the application of AI for myopia prevention and control in children and adolescents. From the perspective of public health practice, it proposes hierarchical expert recommendations for multiple scenarios including schools, families, communities and medical institutions, as well as policy and research with development. Furthermore, it discusses current challenges and future directions, aiming to provide a reference for building an intelligent, precise and fully covered comprehensive myopia prevention and control system in children and adolescents.

Objective:To analyze the related factors of biochemical recurrence after laparoscopic radical prostatectomy (LRP).Methods:Clinical data of 312 patients with prostate cancer who received LRP in Hunan Provincial People's Hospital (the First Affiliated Hospital of Hunan Normal University) from September 2020 to September 2023 were retrospectively analyzed. Those patients were followed up for 1 year after surgery. According to whether biochemical recurrence occurred after surgery, the above patients were divided into biochemical recurrence group ( n=61) and non-biochemical recurrence group ( n=251). Compare the clinical data [including age, smoking history, drinking history, history of diabetes, postoperative Gleason score, body mass index (BMI), tumor stage, presence or absence of seminal vesicle invasion, and positive surgical margins] and laboratory indicators [including fasting blood glucose after admission, hemoglobin, prostate volume, prostate mass, and preoperative prostate-specific antigen (PSA)] levels between the two groups of patients. Measurement data with normal distribution were presented as Mean±SD, comparison between the two groups was performed by the independent samples t-test. Categorical data were expressed as case (%), comparison between groups was performed by the χ2 test, multivariate analysis was performed by Logistic regression model. Results:The difference in smoking history between groups was not statistically significant( P>0.05). The proportions of patients with age≥65 years old [85.25% (52/61) vs. 68.13% (171/251)], alcohol drinking history[73.77% (45/61) vs. 68.53% (172/251)], diabetes mellitus[50.82% (31/61) vs. 40.24% (101/251)], Gleason score >7 points[72.13% (44/61) vs. 30.68% (77/251)], BMI≥30 kg/m 2[32.79% (20/61) vs. 14.34% (36/251)], disease stage ≥T2a[67.21% (41/61) vs. 23.11% (58/251)], seminal vesicle invasion[32.79% (20/61) vs. 13.55% (34/251)], and postoperative positive incisal margin[24.59% (15/61) vs. 3.59% (9/251)] in the biochemical recurrence group were higher than those in the non-biochemical recurrence group, and the differences were statistically significant ( χ2=393.22, 34.58, 74.28, 36.70, 725.49, 48.09, 171.37, 30.49, respectively, all P<0.001). The differences in fasting blood glucose [(6.81±0.89) mmol/L vs. (6.63±0.78) mmol/L], prostate volume[37.19±4.23) mL vs. (36.87±4.36) mL], prostate weight[(48.21±5.11) g vs. (47.82±5.13) g], and hemoglobin level[(134.08±15.62) g/L vs. (133.26±16.24) g/L] between both groups of patients were not statistically significant ( t=1.57,0.52,0.53,0.36, P=0.117,0.606,0.594,0.722, respectively). The preoperative prostate-specific antigen (PSA) level was higher in the biochemical recurrence group than that in the non-biochemical recurrence group [(45.13±5.26) μg/L vs. (28.87±3.18) μg/L, t=30.99, P<0.001). Multivariate Logistic regression analysis results indicated that postoperative Gleason score >7 points, preoperative PSA and seminal vesicle invasion were risk factors for postoperative biochemical recurrence in patients undergoing LRP ( OR=5.39, 95% CI:1.57-18.48, P=0.008; OR=4.32, 95% CI:1.32-14.10, P=0.016; OR=12.76, 95% CI:1.47-111.03, P=0.022). Conclusion:Patients with prostate cancer are prone to biochemical recurrence after LRP, which is affected by postoperative Gleason score, preoperative PSA level and seminal vesicle invasion. It is necessary to take targeted measures to prevent biochemical recurrence.

OBJECTIVE To establish a method for determining the content of multiple components in Astragalus membranaceus,compare the content differences of Astragalus membranaceus in different regions and with different extraction methods in Gansu,and e-valuate the quality of Astragalus membranaceus from different origins of Gansu.METHODS Astragalus membranaceus samples from 40 origins in Gansu were collected on site.The content of Astragaloside Ⅳ,Calycosin-7-O-β-D-glucopyranoside,Ononin,Form-ononetin and Calycosin was determined by HPLC external standard method,and the quality differences of Astragalus membranaceus from 40 origins of Gansu were analyzed by combining bar graphs and line graphs.RESULTS Weiyuan County and Min County of Dingxi City showed high Astragaloside Ⅳ content in both extraction methods,indicating that the Astragalus membranaceus in these two regions has advantages in Astragaloside Ⅳ as an active component;for Calycosin-7-O-β-D-glucopyranoside and Ononin,although the performance of different regions in different extraction methods was different,in general,Weiyuan County and Min County of Dingxi City and Longnan City showed high content in both extraction methods.Water extraction method was more conducive to the extraction of Calycosin-7-O-β-D-glucopyranoside and Ononin,while alcohol extraction method was more conducive to the extraction of Astragalo-side Ⅳ,Calycosin and Ononin.CONCLUSION The content of chemical components of Astragalus membranaceus from different ori-gins is quite different,and the choice of extraction method has a significant effect on the content of active components,while the change trend of different compounds in the two extraction methods is basically the same.The established HPLC multi-component content de-termination method of Astragalus membranaceus is stable and reliable,which can provide a scientific basis for the quality control and comprehensive evaluation of Astragalus membranaceus medicinal materials.

Objective:To evaluate the efficacy and safety of rivaroxaban and investigate the clinical features of Mycoplasma pneumoniae pneumonia (MPP) associated with pulmonary thromboembolism (PTE) in children. Methods:A case series study was conducted on 36 children, diagnosed with MPP associated with PTE and hospitalized in our institution from January 2020 to June 2024 of Department of Pediatric Respiratory, Shandong Provincial Hospital Affiliated to Shandong First Medical University. Clinical data and follow-up information were collected to analyze their clinical characteristics, outcomes, and adverse events to rivaroxaban. Comparison of coagulation indices before and after treatment with rivaroxaban using the Mann-Whitney rank sum test.Results:Among the 36 children, there were 27 males and 9 females, and the age of onset was (7.8±2.8) years. PTE was diagnosed (17±6) days after the onset of MPP. Thirty-four cases (94%) were classified as low-risk PTE, and 13 cases (36%) had thromboembolism of multiple anatomic sites. All patients presented with cough and fever, manifesting as shortness of breath in 33 cases (92%), chest pain in 12 case (33%), hemoptysis in 6 case (17%) and dyspnea in 5 cases (14%). Pulmonary artery involvement was demonstrated by CT pulmonary angiography in all 36 children. The D-dimer level was 5.1 (4.2, 12.2) mg/L. D-dimer levels were 5.1 (4.2, 12.2) mg/L, of which 29 cases (81%) were ≥4.0 mg/L. The total duration of anticoagulation 3.1 (2.5, 4.2) months. All children received rivaroxaban for 2.7 (2.2, 3.8) months. Of the 36 children, 35 cases were followed up after 3 months of anticoagulant therapy, and 30 cases (83%) showed pulmonary artery thrombus absorption. Finally, follow-up outcome data were available for 34 cases, of which 33 showed complete resolution of thrombus in the affected areas, and 1 showed partial resolution. There were no cases of death, thrombus recurrence or progression, major bleeding events occurred or chronic thromboembolic pulmonary hypertension. Adverse events included hemoptysis in 2 cases and elevated liver enzymes in 4 cases. After the treatment of rivaroxaban, the levels of D-dimer were decreased compared with those before the treatment of PTE (0.3 (0.2, 0.5) vs. 5.1 (4.2, 12.2) mg/L, Z=-7.12, P<0.05), and the levels of prothrombin time levels were significantly longer compared with those before the treatment of PTE (3.6 (12.4, 14.9) vs. 13.0 (11.8, 13.6) s, Z=2.34, P<0.05). Conclusions:During the course of MPP, the emergence of clinical symptoms such as short of breath, chest pain, hemoptysis, dyspnea or along with elevated D-dimer levels, should raise suspicion for the occurrence of PTE. Rivaroxaban has shown good efficacy and a favorable safety profile.

Objective:To investigate the clinical manifestations, therapeutic strategies and prognostic outcomes in pediatric patients with severe Mycoplasma pneumoniae pneumonia (SMPP) complicated by cardiac thrombosis. Methods:This case series study retrospectively analyzed 15 pediatric patients with SMPP complicated by cardiac thrombosis. The patients was recruited from the Department of Pediatric Respiratory Medicine at Shandong Provincial Hospital Affiliated to Shandong First Medical University between July 2018 and January 2025. Comprehensive clinical data and follow-up information were collected.Results:Among the 15 children, 10 were male and 5 were female, and the age of onset was 8.0 (6.3, 10.0) years. All 15 children presented with fever and cough, while additional symptoms included dyspnea in 7 cases, chest pain in 6 cases, hemoptysis in 3 cases, and chest tightness in 1 case. The white blood cell count was 11.7 (9.5, 15.9)×10 9/L, C-reactive protein was 31.6 (17.5, 64.8) mg/L and lactate dehydrogenase was 548.2 (410.4, 768.3) U/L. A total of 14 children underwent testing for the Mycoplasma pneumoniae drug resistance genes 2063A>G and 2064A>G, of which 13 tested positive. The plasma D-dimer levels of 15 children were 8.77 (7.23, 12.50) mg/L, all of which were higher than normal. Among the 15 children, 5 had decreased activity of anticoagulant proteins (protein C, protein S, antithrombin Ⅲ), and 8 tested positive for antiphospholipid antibodies. Chest CT scans of all 15 children showed pulmonary consolidation and (or) atelectasis, with pleural effusion present in 12 cases. In the 15 children, thrombosis was detected at 14.0 (11.0, 18.0) days after the onset of illness. The locations of cardiac thrombosis included the right ventricle in 9 cases, the right atrium in 5 cases, and the left atrium in 1 case. Additionally, 10 cases had pulmonary vascular embolism, comprising 9 cases of pulmonary artery thrombosis and 1 case of pulmonary vein thrombosis. After anticoagulant treatment, cardiac thrombi disappeared in 10 children. Five children who did not show improvement with anticoagulation underwent surgical thrombectomy. In the follow-up of 15 children, lung imaging basically returned to normal, with no major hemorrhagic events or other adverse events. Conclusions:In children with Mycoplasma pneumoniae pneumonia, the presence of clinical symptoms such as shortness of breath, chest pain and hemoptysis, along with elevated plasma D-dimer levels, should raise suspicion for the possibility of cardiac thrombosis. SMPP complicated by cardiac thrombosis, prognosis is good following anticoagulation or surgical treatment.

Objective To explore the prognostic value of hyperdense artery sign(HAS)in elderly patients with acute anterior LVO in anterior circulation undergoing mechanical thrombectomy.Methods A single-center retrospective analysis was conducted on 109 patients with acute LVO of anterior circulation admitted in our department from January 2019 to December 2022.According to their preoperative plain CT scans,they were divided into HAS positive(39 patients)and HAS negative(70 patients)groups.Baseline features,surgical indicators,complications and outcomes were compared between the two groups.Results The patients with HAS had significantly larger proportions of atrial fibrillation and symptomatic intracranial hemorrhage than those without the sign(53.8％vs 31.4％,20.5％vs 5.7％,P＜0.05).The rate of 90-day good prognosis was a little higher in the HAS positive group than the negative group,though no statistical difference(48.7％vs 38.6％,P＞0.05).Male,stroke history,SBP,NIHSS at admission,HAS positivity,revasculiza-tion,and symptomatic intracranial hemorrhage were independent influencing factors for favorable prognosis in the patients(P＜0.05,P＜0.01).Conclusion The presence of HAS is a prognostic marker for patients with acute LVO in anterior circulation undergoing mechanical thrombectomy,and it is associated with a higher risk of symptomatic intracranial hemorrhage.

Objective:To explore the pattern of lymph node metastasis and prognosis in locally advanced gastric cancer after neoadjuvant immunotherapy combined with chemotherapy (NICT).Methods:This retrospective study included pathologically confirmed gastric adenocarcinoma (cT3-4aN+) patients who underwent radical resection after ≥2 cycles of PD-1 inhibitor-based chemotherapy with complete postoperative pathology. Exclusions: distant/other metastases, non-R0 resection, Her-2+ with targeted therapy, microsatellite instability, or esophagogastric junction cancer invading >1 cm into lower esophagus. From January 2020 to December 2024, a total of 343 consecutive gastric cancer patients who received NICT treatment were admitted to Tianjin Medical University Cancer Institute and Hospital. According to the above criteria, 324 cases were included in the lymph node metastasis analysis, and 302 cases were included in the survival analysis. The median age of all patients was 58 years, with 245 males (75.6%) and a median body mass index (BMI) of 22.9 kg/m2. There were 170 cases (52.5%) at T3 stage and 154 cases (47.5%) at T4a stage; the median number of cycles of neoadjuvant immunotherapy combined with chemotherapy was 3 cycles. The primary outcome measure was the positive lymph node metastasis rate (number of metastatic cases in the group / total number of dissected cases in the group×100%). A positive lymph node metastasis rate >10% was defined as high metastasis, and <5% as low metastasis. The secondary outcome measures were high-risk factors for lymph node metastasis and influencing factors related to patient prognosis. Lymph node grouping was performed according to the 8th edition of the American Joint Committee on Cancer (AJCC) guidelines. The positive lymph node metastasis rate was statistically analyzed by stratification based on surgical methods (total gastrectomy, proximal gastrectomy, distal gastrectomy). Multivariate analysis of risk factors for lymph node metastasis were performed with logistic regression analysis, and survival analysis were performed with the Kaplan-Meier method and Cox regression model.Results:The postoperative pathological complete response rate (pCR) of all patients was 21.0% (68/324), and the overall positive lymph node metastasis rate was 48.8% (158/324). A total of 150 patients underwent total gastrectomy, 42 underwent proximal gastrectomy, and 132 underwent distal gastrectomy.In the total gastrectomy group: the high metastasis subgroups were No.1 (19.3%, 29 cases), No.2 (14.7%, 22 cases), No.3 (28.0%, 42 cases), No.7 (12.7%, 19 cases), No.8a (16.0%, 24 cases), and No.9 (17.3%, 26 cases); the low metastasis subgroups were No.5 (4.7%, 7 cases), No.10 (3.3%, 5 cases), No.11d (1.3%, 2 cases), and No.12a (4.0%, 6 cases).In the proximal gastrectomy group: the high metastasis subgroups were No.3 (14.3%, 6 cases), No.7 (23.8%, 10 cases), and No.11p (11.9%, 5 cases); the low metastasis subgroups were No.4d (2.4%, 1 case) and No.10 (2.4%, 1 case).In the distal gastrectomy group: the high metastasis subgroups were No.3 (25.8%, 34 cases), No.6 (26.5%, 35 cases), No.7 (11.4%, 15 cases), and No.11p (11.4%, 15 cases); the low metastasis subgroups were No.4sb (3.8%, 5 cases) and No.12a (4.5%, 6 cases).Results of multivariate analysis showed that TRG grade (HR: 5.938, 95%CI: 3.028-11.646, P<0.001) was an independent factor affecting lymph node metastasis in patients with locally advanced gastric cancer after neoadjuvant immunotherapy combined with chemotherapy. The median follow-up time was 26.0 (6.0-54.3) months, and the 3-year overall survival (OS) of all patients was 78.1%. Results of multivariate Cox analysis showed that ypT (HR=1.744, 95%CI: 1.300-2.338, P<0.001), ypN (HR=1.998, 95%CI: 1.503-2.655, P<0.001), and postoperative complications (HR=1.913, 95%CI: 1.111-3.294, P=0.019) were independent factors affecting the overall survival of patients with locally advanced gastric cancer after neoadjuvant immunotherapy combined with chemotherapy. Conclusion:NICT significantly changes the pattern of lymph node metastasis in LAGC. ypT and ypN stages are core indicators for survival prognosis. The necessity of dissection for lymph node groups with a metastasis rate <5% needs to be carefully evaluated.

Objective:To analyze the related factors of biochemical recurrence after laparoscopic radical prostatectomy (LRP).Methods:Clinical data of 312 patients with prostate cancer who received LRP in Hunan Provincial People's Hospital (the First Affiliated Hospital of Hunan Normal University) from September 2020 to September 2023 were retrospectively analyzed. Those patients were followed up for 1 year after surgery. According to whether biochemical recurrence occurred after surgery, the above patients were divided into biochemical recurrence group ( n=61) and non-biochemical recurrence group ( n=251). Compare the clinical data [including age, smoking history, drinking history, history of diabetes, postoperative Gleason score, body mass index (BMI), tumor stage, presence or absence of seminal vesicle invasion, and positive surgical margins] and laboratory indicators [including fasting blood glucose after admission, hemoglobin, prostate volume, prostate mass, and preoperative prostate-specific antigen (PSA)] levels between the two groups of patients. Measurement data with normal distribution were presented as Mean±SD, comparison between the two groups was performed by the independent samples t-test. Categorical data were expressed as case (%), comparison between groups was performed by the χ2 test, multivariate analysis was performed by Logistic regression model. Results:The difference in smoking history between groups was not statistically significant( P>0.05). The proportions of patients with age≥65 years old [85.25% (52/61) vs. 68.13% (171/251)], alcohol drinking history[73.77% (45/61) vs. 68.53% (172/251)], diabetes mellitus[50.82% (31/61) vs. 40.24% (101/251)], Gleason score >7 points[72.13% (44/61) vs. 30.68% (77/251)], BMI≥30 kg/m 2[32.79% (20/61) vs. 14.34% (36/251)], disease stage ≥T2a[67.21% (41/61) vs. 23.11% (58/251)], seminal vesicle invasion[32.79% (20/61) vs. 13.55% (34/251)], and postoperative positive incisal margin[24.59% (15/61) vs. 3.59% (9/251)] in the biochemical recurrence group were higher than those in the non-biochemical recurrence group, and the differences were statistically significant ( χ2=393.22, 34.58, 74.28, 36.70, 725.49, 48.09, 171.37, 30.49, respectively, all P<0.001). The differences in fasting blood glucose [(6.81±0.89) mmol/L vs. (6.63±0.78) mmol/L], prostate volume[37.19±4.23) mL vs. (36.87±4.36) mL], prostate weight[(48.21±5.11) g vs. (47.82±5.13) g], and hemoglobin level[(134.08±15.62) g/L vs. (133.26±16.24) g/L] between both groups of patients were not statistically significant ( t=1.57,0.52,0.53,0.36, P=0.117,0.606,0.594,0.722, respectively). The preoperative prostate-specific antigen (PSA) level was higher in the biochemical recurrence group than that in the non-biochemical recurrence group [(45.13±5.26) μg/L vs. (28.87±3.18) μg/L, t=30.99, P<0.001). Multivariate Logistic regression analysis results indicated that postoperative Gleason score >7 points, preoperative PSA and seminal vesicle invasion were risk factors for postoperative biochemical recurrence in patients undergoing LRP ( OR=5.39, 95% CI:1.57-18.48, P=0.008; OR=4.32, 95% CI:1.32-14.10, P=0.016; OR=12.76, 95% CI:1.47-111.03, P=0.022). Conclusion:Patients with prostate cancer are prone to biochemical recurrence after LRP, which is affected by postoperative Gleason score, preoperative PSA level and seminal vesicle invasion. It is necessary to take targeted measures to prevent biochemical recurrence.

Objective:To develop an artificial intelligence (AI)-based automatic scoring model for magnetic resonance imaging-detected extramural vascular invasion (AI-mrEMVI) and evaluate its performance and prognostic value in patients with rectal cancer.Methods:In this multicenter retrospective cohort study, a total of 2 501 rectal cancer patients from seven centers between November 2012 and December 2020 were included and divided into completely independent training ( n=1 830) and validation ( n=671) cohorts. A nnUNet-based AI-mrEMVI scoring model was constructed. Manual mrEMVI scores assigned by two radiologists served as the reference standard for accessing the accuracy of the AI-mrEMVI scoring. Kaplan-Meier survival analysis and Cox regression were used to evaluate the prognostic stratification ability of the AI-mrEMVI scores. The concordance index (C-index) was calculated to evaluate prognostic performance. Results:In the validation cohort, the manual mrEMVI scores were 0-2 in 425 patients (63.3%), 3 in 89 (13.4%), and 4 in 157 (23.4%). The AI-mrEMVI model identified 0-2 in 375 patients (55.9%), 3 in 95 (14.2%), and 4 in 201 (30.0%), with an overall accuracy of 81.1% (544/671, 95% CI 77.9%-84.0%). The 3-year disease-free survival (DFS) rates for patients with AI-mrEMVI scores of 0-2, 3, and 4 were 85.2%, 70.0%, and 58.2%, respectively, and the 5-year overall survival (OS) rates were 87.2%, 81.6%, and 62.6%, respectively (DFS: χ2=48.74, P<0.001; OS: χ2=30.04, P<0.001). Multivariable Cox regression showed that for DFS, AI-mrEMVI scores of 3 and 4 were associated with hazard ratios ( HR) of 1.75 (95% CI 1.11-2.77, P=0.016) and 2.65 (95% CI 1.86-3.78, P<0.001), respectively. For OS, an AI-mrEMVI score of 4 was associated with an HR of 2.56 (95% CI 1.62-4.03, P<0.001). The C-index values of the AI-mrEMVI scoring model for predicting DFS and OS were 0.647 (95% CI 0.608-0.686) and 0.650 (95% CI 0.598-0.702), respectively. Conclusion:The proposed AI-mrEMVI automatic scoring model demonstrated high diagnostic accuracy and performed favorably in predicting DFS and OS prognostic risk in patients with rectal cancer.

Objective:To construct a key item checklist for the Mini-HTA report specification,providing scientific guidance for drafting each section of Mini-HTA research reports,enhancing their standardization,scientific rigor,and completeness,thereby improving the efficiency and quality of health decision-making.Methods:Based on preliminary literature review and qualitative systematic review,a pool of problem items for the Mini-HTA report specification was formed.Delphi questionnaires were distributed,and the Delphi technique was employed through two rounds of expert consultation to optimize and select key items.Results:Through two rounds of Delphi expert consultation,the initial Mini-HTA report specification item checklist was screened,integrated,and supplemented.A finalized key item checklist was constructed,comprising 8 first-level items(Title,Abstract,Introduction,Methods,Results,Discussion,Conclusion,and Other Relevant Information)and 48 second-level items.Conclusion:The constructed key item checklist for the Mini-HTA report specification provides scientific guidance for drafting Mini-HTA research reports.It helps enhance the standardization and transparency of the assessment process and the reliability of results,thereby optimizing the efficiency and quality of health decision-making.