1.Current status of external validation of risk prediction models in the nursing field in China: a scoping review
Xinyi ZHOU ; Liyun ZHU ; Yuan XU ; Jianhua SUN ; Haibo DENG ; Lei WANG ; Xiaojie WANG ; Ni YANG ; Manna SHAO ; Yufen MA
Chinese Journal of Modern Nursing 2025;31(1):100-105
Objective:To describe the current status and research methods of external validation studies of risk prediction models conducted by nursing scholars in China.Methods:Using the search terms "predictive model, external validation, nursing, risk prediction, external validation, nursing" this study searched eight databases (China Biology Medicine disc, China National Knowledge Infrastructure, Wanfang Data, VIP, Embase, PubMed, CINAHL, and Web of Science) for studies published up to June 2023. Literature was imported into EndNote software for organization and deduplication. Two researchers independently conducted initial and secondary screenings by reading the titles, abstracts, and full texts of studies according to inclusion and exclusion criteria. Descriptive analysis was conducted on the included studies under the framework of the Joanna Briggs Institute (JBI) scoping review methodology.Results:A total of 70 studies (15 dissertations and 55 journal articles), primarily published from 2021 to 2023, were included. Among 246 risk prediction models constructed by nurses, 28.5% (70/246) underwent external validation. The models focused on issues such as infection, cognitive impairment, skin injury, thrombosis, and malnutrition. Most studies were conducted in single-center settings (71.4%, 50/70), with temporal validation being the most common type (67.1%, 47/70). The majority of models were presented as nomograms, though some studies had methodological issues in validation.Conclusions:In recent years, new prediction models for specific diseases or endpoints have continued to emerge from nursing research in China, yet few have undergone external validation for clinical application, and the quality and methods of validation require improvement. Future researchers should standardize and strengthen the external validation and optimization of risk prediction models, focusing on clinical applicability to enhance the practical value of these models.
2.Thoughts on nearly a decade of high-quality development in specialized nursing for venous thromboembolism
Xiaojie WANG ; Yufen MA ; Yuan XU ; Lei WANG ; Liyun ZHU ; Yu WANG ; Qiaodan LU ; Ranxun AN ; Xinyi ZHOU ; Ning ZHANG ; Haoran SHI ; Haibo DENG
Chinese Journal of Modern Nursing 2025;31(8):992-998
This paper summarizes the achievements of China's venous thromboembolism specialized nursing career in the past decade in nursing management, clinical nursing, talent cultivation, and discipline construction, and puts forward the outlook for the future work, with a view to providing reference for promoting the high-quality development of China's venous thromboembolism specialized nursing career.
3.Research progress on health information needs of patients with brain tumors
Lan DENG ; Liyun ZHONG ; Xue CHEN ; Huijuan DIAN
Chinese Journal of Modern Nursing 2025;31(15):2095-2100
This review summarizes the health information needs of patients with brain tumors, covering aspects such as an overview, assessment tools, influencing factors, and intervention support, aiming to provide a reference for developing intervention programs to meet the health information needs of patients with brain tumors.
4.Investigation and analysis of the current status of picc-associated thrombosis prevention nursing among surgical nurses
Ning ZHANG ; Yuan XU ; Liyun ZHU ; Qiaodan LU ; Ranxun AN ; Xinyi ZHOU ; Yufen MA ; Haibo DENG ; Lei WANG ; Jianhua SUN ; Yu WANG ; Xiaojie WANG
Chinese Journal of Modern Nursing 2025;31(17):2302-2308
Objective:To investigate the current status of peripherally inserted central catheter (PICC) -associated thrombosis prevention nursing practices among surgical nurses, and to provide a scientific basis for targeted future interventions.Methods:A convenience sampling method was used to select 3 151 surgical nurses from tertiary hospitals in 11 provinces and municipalities who attended the Surgical Nursing Academic Symposium of the Chinese Nursing Association between April and May 2023. The survey utilized a standardized questionnaire assessing current practices in PICC-associated thrombosis prevention among clinical nurses.Results:A total of 3 151 questionnaires were distributed, and 2 341 valid responses were collected, yielding a valid response rate of 74.29% (2 341/3 151) . Among the respondents, the training rate on PICC-associated thrombosis prevention was only 62.45% (1 462/2 341) , and just 1.28% (30/2 341) had received full-time (off-duty) training. The usage rate of standardized procedures for PICC-related thrombosis prevention was 92.40% (2 163/2 341) , and the risk assessment rate was 79.79% (1 868/2 341) . Compared to urology and cardiothoracic surgery departments, breast surgery departments had significantly higher rates of thrombosis risk assessment ( P<0.05) . Additionally, 56.69% (1 327/2 341) of surgical nurses used risk assessment tools specific to PICC-associated thrombosis. Among non-pharmacological prevention measures, the implementation rate of encouraging patients to perform grip strength exercises was only 68.26% (1 598/2 341) . Conclusions:The current level of PICC-associated thrombosis prevention nursing among surgical nurses needs further improvement. Efforts should be strengthened in professional training, implementation of standardized protocols, risk assessment, and non-pharmacological interventions.
5.Current status of external validation of risk prediction models in the nursing field in China: a scoping review
Xinyi ZHOU ; Liyun ZHU ; Yuan XU ; Jianhua SUN ; Haibo DENG ; Lei WANG ; Xiaojie WANG ; Ni YANG ; Manna SHAO ; Yufen MA
Chinese Journal of Modern Nursing 2025;31(1):100-105
Objective:To describe the current status and research methods of external validation studies of risk prediction models conducted by nursing scholars in China.Methods:Using the search terms "predictive model, external validation, nursing, risk prediction, external validation, nursing" this study searched eight databases (China Biology Medicine disc, China National Knowledge Infrastructure, Wanfang Data, VIP, Embase, PubMed, CINAHL, and Web of Science) for studies published up to June 2023. Literature was imported into EndNote software for organization and deduplication. Two researchers independently conducted initial and secondary screenings by reading the titles, abstracts, and full texts of studies according to inclusion and exclusion criteria. Descriptive analysis was conducted on the included studies under the framework of the Joanna Briggs Institute (JBI) scoping review methodology.Results:A total of 70 studies (15 dissertations and 55 journal articles), primarily published from 2021 to 2023, were included. Among 246 risk prediction models constructed by nurses, 28.5% (70/246) underwent external validation. The models focused on issues such as infection, cognitive impairment, skin injury, thrombosis, and malnutrition. Most studies were conducted in single-center settings (71.4%, 50/70), with temporal validation being the most common type (67.1%, 47/70). The majority of models were presented as nomograms, though some studies had methodological issues in validation.Conclusions:In recent years, new prediction models for specific diseases or endpoints have continued to emerge from nursing research in China, yet few have undergone external validation for clinical application, and the quality and methods of validation require improvement. Future researchers should standardize and strengthen the external validation and optimization of risk prediction models, focusing on clinical applicability to enhance the practical value of these models.
6.Thoughts on nearly a decade of high-quality development in specialized nursing for venous thromboembolism
Xiaojie WANG ; Yufen MA ; Yuan XU ; Lei WANG ; Liyun ZHU ; Yu WANG ; Qiaodan LU ; Ranxun AN ; Xinyi ZHOU ; Ning ZHANG ; Haoran SHI ; Haibo DENG
Chinese Journal of Modern Nursing 2025;31(8):992-998
This paper summarizes the achievements of China's venous thromboembolism specialized nursing career in the past decade in nursing management, clinical nursing, talent cultivation, and discipline construction, and puts forward the outlook for the future work, with a view to providing reference for promoting the high-quality development of China's venous thromboembolism specialized nursing career.
7.Research progress on health information needs of patients with brain tumors
Lan DENG ; Liyun ZHONG ; Xue CHEN ; Huijuan DIAN
Chinese Journal of Modern Nursing 2025;31(15):2095-2100
This review summarizes the health information needs of patients with brain tumors, covering aspects such as an overview, assessment tools, influencing factors, and intervention support, aiming to provide a reference for developing intervention programs to meet the health information needs of patients with brain tumors.
8.Investigation and analysis of the current status of picc-associated thrombosis prevention nursing among surgical nurses
Ning ZHANG ; Yuan XU ; Liyun ZHU ; Qiaodan LU ; Ranxun AN ; Xinyi ZHOU ; Yufen MA ; Haibo DENG ; Lei WANG ; Jianhua SUN ; Yu WANG ; Xiaojie WANG
Chinese Journal of Modern Nursing 2025;31(17):2302-2308
Objective:To investigate the current status of peripherally inserted central catheter (PICC) -associated thrombosis prevention nursing practices among surgical nurses, and to provide a scientific basis for targeted future interventions.Methods:A convenience sampling method was used to select 3 151 surgical nurses from tertiary hospitals in 11 provinces and municipalities who attended the Surgical Nursing Academic Symposium of the Chinese Nursing Association between April and May 2023. The survey utilized a standardized questionnaire assessing current practices in PICC-associated thrombosis prevention among clinical nurses.Results:A total of 3 151 questionnaires were distributed, and 2 341 valid responses were collected, yielding a valid response rate of 74.29% (2 341/3 151) . Among the respondents, the training rate on PICC-associated thrombosis prevention was only 62.45% (1 462/2 341) , and just 1.28% (30/2 341) had received full-time (off-duty) training. The usage rate of standardized procedures for PICC-related thrombosis prevention was 92.40% (2 163/2 341) , and the risk assessment rate was 79.79% (1 868/2 341) . Compared to urology and cardiothoracic surgery departments, breast surgery departments had significantly higher rates of thrombosis risk assessment ( P<0.05) . Additionally, 56.69% (1 327/2 341) of surgical nurses used risk assessment tools specific to PICC-associated thrombosis. Among non-pharmacological prevention measures, the implementation rate of encouraging patients to perform grip strength exercises was only 68.26% (1 598/2 341) . Conclusions:The current level of PICC-associated thrombosis prevention nursing among surgical nurses needs further improvement. Efforts should be strengthened in professional training, implementation of standardized protocols, risk assessment, and non-pharmacological interventions.
9.Development of a working model of evidence-based nursing practice in deep vein thrombosis prophylaxis
Yu WANY ; Yufang HAO ; Yufen MA ; Yuan XU ; Ranxun AN ; Haibo DENG ; Lei WANG ; Xiaojie WANG ; Jianhua SUN ; Jia LIU ; Liyun ZHU ; Xinjuan WU
Chinese Journal of Nursing 2024;59(15):1804-1811
Objective To construct an evidence-based practice model for nurses in preventing deep vein thrombosis(DVT)and provide a scientific and targeted theoretical basis for nurses to carry out evidence-based nursing practice in DVT prevention.Methods Based on the previous evidence-based nursing practice project on DVT prevention after hip and knee arthroplasty,the research team used theoretical analysis and brainstorming to develop a draft of the work model.Expert meetings were organized to validate the content of the draft using the Delphi method,leading to the finalization of the evidence-based practice model for nurses in preventing DVT.Results The Knowledge-to-Action(KTA)framework was selected as the basic framework for constructing the evidence-based nursing practice model for preventing DVT.Theoretical Domain Framework,Theory of Planned Behavior,and Social Cognitive Theory were chosen to explore the influencing factors of nurses'behavior change in preventing DVT through evidence-based practice.The authority coefficient of the participating experts was 0.904,indicating high reliability.The final model consisted of 6 key components:knowledge generation,problem identification,localization and adaptation,knowledge application,sustained knowledge use,and conceptual framework for behavior change through evidence-based practice.Conclusion Based on theoretical analysis and clinical practice,this study developed an evidence-based practice model for nurses in preventing DVT using the expert meeting.The research methodology was scientific,and the content was reliable,providing a theoretical basis for nurses to engage in evidence-based nursing practice for DVT prevention.
10.Synthesis of 4-Heteroarylene Derivatives of Curcumin and Determination of Their Oil-Water Partition Coefficient
Yangtong HUANG ; Xinyi QI ; Siliang DENG ; Xiangying TAN ; Tao WANG ; Liyun ZENG ; Cheng CAO ; Liping ZHU
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(9):1408-1412
Objective In this study,Knoevenagel derivatives of curcumin were synthesized,and their oil-water partition coefficient were determined.Our aim is to provide an experimental basis for further development of curcumin derivatives.Methods Two Knoevenagel derivatives of curcumin,including 4-(thiophen-2-ylidene)curcumin(3a)and 4-(pyridine-4-ylidene)curcumin(3b),were obtained by using the methylene group of curcumin as the modification site and purified by column chromatography.The structures of these derivatives were confirmed by nuclear magnetic resonance spectroscopy(NMR),infrared(IR)and high-resolution liquid mass spectrometry(HRLC-MS).The oil-water partition coefficient of the derivatives in n-octanol aqueous solution was determined by quantitative analysis using HPLC.Results Knoevenagel derivatives of curcumin were successfully synthesis.The oil-water partition coefficients(lgPap)of curcumin derivatives 3a and 3b are 0.96 and 0.82,respectively.Compared with the oil-water partition coefficient of curcumin(lgPap=3.85),it suggested that curcumin derivatives showed better water solubility than curcumin.Conclusion Compared to the curcumin prototype,Knoevenagel derivatives of curcumin increased water solubility and improved bioavailability.Thus,it may provide experimental basis for introducing heteroarylene moiety of the methylene position of curcumin to enhance pharmacological activity.

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