The Proctor's reporting guideline for implementation strategies represents a landmark framework in the field of implementation science, aiming to address the issue of inconsistent reporting in implementation research by standardizing the naming, definition, and operationalization of implementation strategies, thereby enhancing the credibility and utility of research findings. This paper provides an in-depth interpretation of the core connotations of this reporting guideline and illustrates its application in developing interview outlines and specifying implementation strategies, using a brief smoking cessation intervention project as a case study. Through this reporting guideline, abstract recommendations for implementation are systematically transformed into clear, multidimensional operational guides, significantly improving the transparency of strategy connotations and the replicability of actual execution. Meanwhile, the case study highlights the flexibility of the guideline, which allows researchers to adapt the content and format of strategies based on local resources and cultural contexts, thus enhancing practical adaptability while maintaining scientific rigor. However, the application of Proctor's reporting guideline still faces challenges, primarily manifested in the potential confusion surrounding the constructs of temporality and dose in practice, as well as the challenges that the inherent flexibility of the guideline may pose to the assessment of fidelity and effectiveness. Despite these limitations, the reporting guideline remains a vital tool for implementation research; future efforts should focus on optimizing its application—through refining operational guidelines, standardizing flexible adaptations, and involving stakeholders—to better guide implementation studies and continuously promote high-quality development in the field.

OBJECTIVES: To investigate the changes in blood levels of calcium and bone metabolism biochemical markers in patients with primary osteoporosis receiving treatment with denosumab. METHODS: Seventy-three patients with primary osteoporosis treated in our Department between December, 2021 and December 2023 were enrolled. All the patients were treated with calcium supplements, vitamin D and calcitriol in addition to regular denosumab treatment every 6 months. Blood calcium, parathyroid hormone (PTH), osteocalcin (OC), type I procollagen amino-terminal propeptide (PINP), and type I collagen carboxy-terminal telopeptide β special sequence (β‑CTX) data before and at 3, 6, 9, and 12 months after the first treatment were collected from each patient. RESULTS: Three months after the first denosumab treatment, the bone turnover markers (BTMs) OC, PINP, and β-CTX were significantly decreased compared to their baseline levels by 39.5% (P<0.001), 56.2% (P<0.001), and 81.8% (P<0.001), respectively. At 6, 9, and 12 months of treatment, OC, PINP, and β-CTX remained significantly lower than their baseline levels (P<0.001). Blood calcium level was decreased (P<0.05) and PTH level increased (P<0.05) significantly in these patients at months of denosumab treatment, but their levels were comparable to the baseline levels at 6, 9, and 12 months of the treatment (P>0.05). CONCLUSIONS Denosumab can suppress BTMs and has a good therapeutic effect in patients with primary osteoporosis, but reduction of blood calcium and elevation of PTH levels can occur during the first 3 months in spite of calcium supplementation. Blood calcium and PTH levels can recover the baseline levels as the treatment extended, suggesting the importance of monitoring blood calcium and PTH levels during denosumab treatment.
Humans ; Denosumab/therapeutic use* ; Calcium/blood* ; Parathyroid Hormone/blood* ; Biomarkers/blood* ; Osteoporosis/blood* ; Osteocalcin/blood* ; Procollagen/blood* ; Female ; Collagen Type I/blood* ; Peptide Fragments/blood* ; Bone Density Conservation Agents/therapeutic use* ; Bone and Bones/metabolism* ; Male ; Middle Aged ; Vitamin D ; Peptides/blood* ; Aged

Objective To develop a machine learning(ML)-based prediction model for assessing the therapeutic effects of resveratrol(RES)on the pathological damage of acute pancreatitis(AP),and to optimize RES administration strategies for AP through validation using an animal model.Methods AAn ML-based prediction model was constructed using published data.Interpretability analysis was applied to identify high-efficacy zones within the parameter space of administration dose and frequency,which was followed by rigorous screening to select the optimal dosing strategy that balanced therapeutic efficacy and experimental feasibility.A total of 32 C57BL/6 mice were randomly assigned to 4 groups(n=8 per group),including a control group(Ctrl),an AP model group induced by caerulein(CER)and referred to as CER-AP,a treatment group receiving RES via intraperitoneal injection(RES i.p.),and a treatment group receiving RES via intragastric gavage(RES i.g.).The Ctrl group received intraperitoneal injection of normal saline.The CER-AP and the treatment groups were induced with 10 intraperitoneal injections of CER at 50 μg/kg.RES was administered to the RES i.p.and RES i.g.groups according to the optimal dose and timing predicted by the ML model.Blood and tissue samples were collected 12 hours after the experiment started.Results The gradient boosting decision tree model,optimized via Hyperopt,yielded the best performance,predicting that the optimal dose and administration frequency were 19.992 mg/kg and 3.828 times,respectively.Accordingly,a regimen of 20 mg/kg RES,administered four times,was used in the animal experiments.Compared with the Ctrl group,the CER-AP group exhibited higher pancreatic pathology scores and elevated levels of serum amylase,lipase,pancreatic myeloperoxidase,and trypsin,with all differences reaching statistical significance(all P<0.05).The administration of 20 mg/kg RES via both intraperitoneal injection and intragastric gavage mitigated pancreatic inflammatory cell infiltration and necrosis,improved the overall pathology score,and reduced serum amylase,lipase,and pancreatic myeloperoxidase levels to varying degrees(all P<0.05).Conclusion A regimen of 20 mg/kg RES administered four times effectively alleviates the severity of CER-induced AP.The therapeutic benefits appear to arise from a multi-target regulatory network that simultaneously suppresses inflammatory cascades,mitigates oxidative stress,and reduces apoptosis,thereby reducing pancreatic tissue damage and systemic inflammatory responses.

Objective Focusing on gynecological surgery,we constructed a prediction model for surgical duration by extracting features from unstructured surgical planning texts and integrating multimodal data via artificial intelligence technology.Methods The clinical data of 34 614 patients who underwent gynecologic surgeries at West China Second University Hospital,Sichuan University between January 2022 and October 2024 were collected.An embedding-transformer model was constructed to convert surgical planning texts into a one-dimensional numerical feature,referred to as the step feature.The predictive value of the step feature was assessed by comparing the performance improvements of linear regression,random forest,eXtreme Gradient Boosting(XGBoost),support vector regression,K-nearest neighbor regression,and artificial neural network algorithms in two scenarios—with and without the step feature as an input.The out-of-sample prediction accuracy of the models was assessed using mean absolute error(MAE),root mean squared error(RMSE),and R-squared(R2).Furthermore,the model interpretability was examined using SHapley Additive exPlanations(SHAP)values.Results SHAP results showed that the step feature had the highest predictive contribution.Temporal factors in surgical scheduling also influenced gynecological surgery duration.The XGBoost model demonstrated optimal performance on the test set,significantly improving prediction accuracy with a 40.43%increase in R2,while reducing MAE and RMSE by 21.27%and 20.13%,respectively,compared to the baseline model without the step feature.Conclusion The embedding-transformer model developed in this study effectively extracts features from surgical planning texts and enhances the predictive performance of machine learning models.The XGBoost prediction model can assist hospital administrators in implementing more refined management of gynecological surgeries and improving the utilization efficiency of surgical resources.

Allergic rhinitis(AR)is a type Ⅰ allergic reaction,which mediated by immunoglobulin E immediately when an individual with a special constitution is exposed to a same allergen for second time,whose pathogenesis has not been clarified yet,and closely related to genes,immune cells and cytokines.Pathogenesis of AR become more deeper and more accurate due to rapid develop-ment of molecular biology and second-generation gene sequencing technology.Current studies have found that miR-155 and transcrip-tion factor GATA3 have important regulatory effects on occurrence and development of AR,then affect dominant differentiation of CD4+T lymphocytes and proliferation of ILC2.This article discusses and reviews pathogenesis of AR,which mainly focuses on miR-155/GATA3 pathway and effects of related upstream genes and downstream regulatory substances.

Objective:To observe any effect of using the KidGo exoskeleton rehabilitation robot on the lower limb motor function of children with spastic cerebral palsy.Methods:Thirty children with spastic cerebral palsy were sorted at random into a control group and a robotics group, each of 15. Both groups received conventional rehabilitation 5 days a week for 12 weeks, but the robotics group also spent 30 minutes daily training with the KidGo exoskeleton robot. Before and after the intervention, the lower limb muscle tone and strength, gross motor function, balance, and functional independence of both groups were assessed using surface electromyography, a handheld muscle strength tester, the gross motor function measure, the Berg Balance Scale, and the Wee-functional independence measure.Results:After the intervention great improvements in average lower limb muscle tone and strength, gross motor function, balance, and functional independence were observed in both groups, but the improvements in the robotics group were significantly greater, on average.Conclusion:Supplementing conventional rehabilitation with training using the KidGo exoskeleton rehabilitation robot can better improve muscle tone, strength, gross motor functioning, balance, and the functional independence of children with spastic cerebral palsy.

ObjectiveTo observe the clinical efficacy and safety of Chinese herbal enema combined with fumigation as adjunctive therapy for non-dialysis chronic kidney disease （CKD） patients of stage 3-5 with spleen-kidney yang deficiency and turbid toxin blood stasis pattern. MethodsA total of 120 non-dialysis CKD，patients of stage 3-5 with spleen-kidney yang deficiency and turbid toxin blood stasis pattern were randomly divided into treatment group and control group， with 60 cases in each group. The control group received conventional western medical treatment， while the treatment group additionally received Chinese herbal enema combined with fumigation， with enema and fumigation performed alternately， once every other day， three times a week. The treatment course for both groups was 4 weeks. The levels of serum creatinine （Scr）， estimated glomerular filtration rate （eGFR）， and the total score of traditional Chinese medicine symptoms were compared before and after treatment in both groups. The efficacy of traditional Chinese medicine symptoms and clinical efficacy were compared between the two groups after treatment. Adverse reactions in both groups were observed during the treatment period. ResultsThe total score of traditional Chinese medicine symptoms was significantly reduced after treatment in both groups （P＜0.01）. Compared to the control group after treatment， the treatment group showed significant decreases in Scr and the total score of traditional Chinese medicine symptoms， and a significant increase in eGFR （P＜0.05）. The total effective rate of traditional Chinese medicine symptoms in the treatment group （96.67%） was higher than that in the control group （46.67%， P＜0.01）， as well as the total effective rate of clinical efficacy in the treatment group （75.00%） versus that in the control group （28.33%， P＜0.01）. During the treatment period， the vital signs of patients in both groups remained stable， and there were no significant abnormalities in blood routine， urine routine， stool routine， liver function indicators， and electrocardiogram after treatment. ConclusionChinese herbal enema combined with fumigation as adjunctive therapy can significantly alleviate clinical symptoms， improve renal function， and demonstrate good safety for non-dialysis CKD patients of stage 3-5 with spleen-kidney yang deficiency and turbid toxin blood stasis pattern.

OBJECTIVE To provide reference for improving the construction of China's emergency drugs supply guarantee mechanism. METHODS Based on the 4R model, the literature research method was used to carry out a systematic analysis of the management measures and operation of emergency drugs in China and the United States in four stages: reduction, readiness, response and recovery, and to make a side-by-side comparison. RESULTS The flexibility of the United States in its legal system had contributed to the maturity of strategic national stockpile, with a dedicated Administration for Strategic Preparedness and Response responsible for the implementation and management of the entire supply process, focusing on the development of information systems and the maintenance of physical stockpiles. In contrast, China's national pharmaceutical reserve emphasized its respective roles and responsibilities, with joint management of institutions, and the reserve tasks and transportation and distribution were mainly undertaken by enterprises, which provided more room for operation in the overall supply process, but the regulatory rules for enterprises had yet to be further improved. CONCLUSION It is recommended that China, on the basis of its own national conditions, draw on the characteristics and experience of the United States strategic national stockpile, improve and perfect the relevant laws and regulations as soon as possible, build a management system with an efficient management organization at its core, supplemented by an information management system, and at the same time, assist in promoting the virtuous cycle of rotational stockpiling by enterprises, and actively carry out summary and assessment work, in order to promote the optimization and development of the mechanism of guaranteeing the supply of emergency drugs in the long term.

Objective To analyse the health human resource allocation of all tertiary maternal and child healthcare(MCH)hospitals from 2015 to 2022 in China,and to propose basis for further strengthening the talent team construction and management of MCH hospitals.Methods Data were collected through the national MCH institution monitoring system to provide a descriptive analysis of the health human resources of all tertiary MCH hospitals in China.Results From 2015 to 2022,the number of health technicians in tertiary MCH hospitals increased with an average annual growth rate of 10.2%;The proportions of highly educated and professional health technicians increased year by year;The proportion of tertiary MCH hospitals with qualified health technicians has increased to 93.8%;The ratio of doctors to nurses has exceeded 1:1.4.Conclusion The allocation of health human resources in the tertiary MCH hospitals in China shows a good upward trend,which lays a foundation for improving the overall service level and service capacity of MHC hospitals.