1.Analysis of preferences and demands of learners in nursing massive open online courses based on text mining
Taotao FENG ; Xuemin HE ; Cuiping CHEN ; Shengjie ZHOU ; Xuhong MOU ; Li LI
Chinese Journal of Practical Nursing 2025;41(15):1150-1156
Objective:To deeply explore the thematic needs and characteristics of learners regarding course elements based on the review texts of nursing massive open online courses (MOOC), providing a reference for achieving effective alignment between digital nursing education content and learner needs.Methods:Data were collected from the review texts of 112 nursing courses on the Chinese University MOOC platform using a web crawler script written with Python′s Requests library. The collection period spanned from the course launch dates to December 31, 2023. Sentiment analysis and high-frequency words analysis were conducted using Chinese text Nature language processing library, and core themes of learners′ positive and negative reviews were extracted using the latent dirichlet allocation.Results:A corpus of 18 184 nursing MOOC review texts was constructed, with positive sentiment reviews accounting for 89.30% (16 238/18 184) and negative sentiment reviews making up 10.70% (1 946/18 184). Word frequency analysis revealed that most nursing MOOC serve as carriers for blended online and offline teaching models, with students being the primary target audience, though social participants were also involved. The reviews effectively mirrored real-world clinical nursing scenarios. The need of learners was categorized into three major themes: content design and assessment, course resources and teaching strategies, and software applications and platform functionality.Conclusions:This study, leveraging text mining technology, thoroughly investigated the three thematic characteristics of nursing MOOC needs of online learners and proposed targeted optimization recommendations. Future research could incorporate other online teaching platforms and comprehensively construct a sentiment lexicon for nursing online course reviews using big data modeling and machine learning algorithms. These would enable a holistic analysis of the digital nursing education landscape, allowing for precise improvements to address existing shortcomings.
2.Exploring the Compatibility Ideas of Traditional Chinese Medicine for External Treatment of Ulcers Based on"the Principle of Internal and External Treatment"
Shengjie SHI ; Jie SHEN ; Peng WANG ; Liang YE ; Jun CHEN
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(8):1108-1113
This article explores the compatibility of traditional Chinese medicine for external treatment of ulcers from the perspec-tive of"the principle of internal and external treatment"in Rhymed Discourse on External Remedies.First,it discusses the clinical un-derstanding of chronic skin ulcers,and then it explains the connotation of"the principle of internal and external treatment",which has the characteristics of theoretical homology,syndrome differentiation and treatment,and focusing on the property and taste of the medi-cine first.Finally,based on"the principle of internal and external treatment",it discusses the compatibility ideas of Chinese medicine for external treatment of ulcers,and specifically analyzes the compatibility ideas of property and taste and monarch,minister,assistant and envoy,so as to provide some reference for the external treatment and compatibility of Chinese medicine for chronic skin ulcers,and also hopes to provide some directions for the research and development of external traditional Chinese patent medicines and simple prep-arations.
3.Association of childhood obesity with gut microbiota diversity and fecal short-chain fatty acids
Bin CHEN ; Li YE ; Shengjie FAN
Chinese Journal of Endocrinology and Metabolism 2025;41(8):649-655
Objective:To explore the relationship between childhood obesity, gut microbiota, and short chain fatty acids(SCFAs) based on 16S rRNA sequencing.Methods:A total of 162 obese children admitted to our hospital and 162 age-matched healthy children with normal body weight from the same period were selected as the control group. Baseline data were collected. Gut microbiota composition and abundance were analyzed using 16S rRNA sequencing, and fecal SCFA levels were measured by gas chromatography-mass spectrometry. Then, multiple linear regression, multivariable logistic regression, Spearman correlation, and restricted cubic spline models were applied to explore the relationships among baseline data, childhood obesity, gut microbiota, and their metabolites. Results:The α diversity(ACE, Chao1, Shannon index) of intestinal flora in the obese group was significantly lower than that in the control group( P<0.05). The abundance of Firmicutes, Actinobacteria, Acinetobacter, Ruminococcus, Clostridium, and Prevotella increased significantly, while the abundance of Bacteroidetes, Bifidobacterium, Akkermansia, Coprococcus, Streptobacter, and Eubacterium decreased significantly( P<0.05). The levels of butyrate, propionate, acetate, and total SCFAs in the obese group decreased significantly( P<0.05). Multivariate linear regression analysis showed that parental obesity and snack consumption frequency were positively related to the abundance of Firmicutes and Actinobacteria in children′s gut, but negatively related to the abundance of Proteobacteria. As for Bacteroidetes, butyrate and propionate levels, they were negatively linked to exercise time, eating rate, and birth weight, and also positively related to Firmicutes. The results of correlation analysis showed that Firmicutes, Actinobacteria, Anaerostipes, Acinetobacter, Ruminococcus, Clostridium, and Prevotella were significantly positively correlated with childhood obesity, while Bacteroidetes, Bifidobacterium, Akkermansia, butyrate, propionate, acetate, and total SCFAs were significantly negatively correlated with childhood obesity. Nonlinear analysis showed that butyrate, propionate, acetate, and Firmicutes/ Bacteroidetes were nonlinearly correlated with the occurrence of obesity( P<0.05). Conclusion:Childhood obesity is closely related to reduced gut microbiota diversity, altered abundances of specific microbial taxa, and reduced levels of SCFA. Modulating gut microbiota may provide novel microbial targets for obesity prevention and treatment.
4.Pathogenesis,syndrome differentiation,and treatment of chronic prostatitis based on the"host-guest interaction-collateral disease"theory
Yi WEI ; Zhiming HONG ; Junfeng QIU ; Zilong CHEN ; Shengjie WANG ; Wenshuo CHEN ; Lianqin ZHANG ; Chunxiu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):979-984
Chronic prostatitis,a common condition in andrology,is clinically characterized by a prolonged course,resistance to treatment,and frequent recurrence.In traditional Chinese medicine,it is classified under the categories of"turbid sperm,""overstrain strangury,"and"vaginal pain."Based on the"host-guest interaction-collateral disease"theory,we believe that healthy qi deficiency,latent pathogenic factors,and collateral obstruction are the primary pathological factors of this disease,which run through the entire process of chronic prostatitis occurrence and development.Accordingly,we propose that obstruction of collaterals and apathesia of the semen chamber are the core pathogenesis.The disease progression can be divided into three pathological stages:"deficiency,depression,and blood stasis."Spleen and kidney deficiency and malnutrition of collaterals form the pathological foundation.In the deficiency stage,treatment strategies involve reinforcing qi and nourishing the collaterals,using Fuzheng Yangrong Decoction.During disease progression,dampness and heat invasion,as well as collateral stagnation qi,are key contributors to disease progression.Thus,treatment focuses on clearing heat and dampness,promoting qi flow,and smoothing the collaterals,achieved with a modified Qiantongding Decoction.In the final stage,blood stasis and collateral obstruction dominate,warranting therapeutic strategies aimed at tonifying and removing blood stasis,addressing both the body and the collaterals simultaneously using the modified Guiling Huayu Decoction.Overall,the clinical treatment generally focuses on the concept of function through free flow,combination of unblocking and tonifying.This study provides a novel perspective and reference for clinical differentiation and treatment of chronic prostatitis.
5.Association of childhood obesity with gut microbiota diversity and fecal short-chain fatty acids
Bin CHEN ; Li YE ; Shengjie FAN
Chinese Journal of Endocrinology and Metabolism 2025;41(8):649-655
Objective:To explore the relationship between childhood obesity, gut microbiota, and short chain fatty acids(SCFAs) based on 16S rRNA sequencing.Methods:A total of 162 obese children admitted to our hospital and 162 age-matched healthy children with normal body weight from the same period were selected as the control group. Baseline data were collected. Gut microbiota composition and abundance were analyzed using 16S rRNA sequencing, and fecal SCFA levels were measured by gas chromatography-mass spectrometry. Then, multiple linear regression, multivariable logistic regression, Spearman correlation, and restricted cubic spline models were applied to explore the relationships among baseline data, childhood obesity, gut microbiota, and their metabolites. Results:The α diversity(ACE, Chao1, Shannon index) of intestinal flora in the obese group was significantly lower than that in the control group( P<0.05). The abundance of Firmicutes, Actinobacteria, Acinetobacter, Ruminococcus, Clostridium, and Prevotella increased significantly, while the abundance of Bacteroidetes, Bifidobacterium, Akkermansia, Coprococcus, Streptobacter, and Eubacterium decreased significantly( P<0.05). The levels of butyrate, propionate, acetate, and total SCFAs in the obese group decreased significantly( P<0.05). Multivariate linear regression analysis showed that parental obesity and snack consumption frequency were positively related to the abundance of Firmicutes and Actinobacteria in children′s gut, but negatively related to the abundance of Proteobacteria. As for Bacteroidetes, butyrate and propionate levels, they were negatively linked to exercise time, eating rate, and birth weight, and also positively related to Firmicutes. The results of correlation analysis showed that Firmicutes, Actinobacteria, Anaerostipes, Acinetobacter, Ruminococcus, Clostridium, and Prevotella were significantly positively correlated with childhood obesity, while Bacteroidetes, Bifidobacterium, Akkermansia, butyrate, propionate, acetate, and total SCFAs were significantly negatively correlated with childhood obesity. Nonlinear analysis showed that butyrate, propionate, acetate, and Firmicutes/ Bacteroidetes were nonlinearly correlated with the occurrence of obesity( P<0.05). Conclusion:Childhood obesity is closely related to reduced gut microbiota diversity, altered abundances of specific microbial taxa, and reduced levels of SCFA. Modulating gut microbiota may provide novel microbial targets for obesity prevention and treatment.
6.Application of an improved subretinal injection system in the treatment of submacular hemorrhage: a single-center, retrospective study
Ying HE ; Xufeng ZHAO ; Liwei WEI ; Zheng ZHANG ; Shengjie ZHANG ; Li LIU ; Youxin CHEN ; Weihong YU ; Hanyi MIN ; Huizhen WANG
Chinese Journal of Ocular Fundus Diseases 2025;41(10):769-774
Objective:To develop a simple and effective subretinal injection pipeline system to enhance the accuracy and precision of subretinal injection volume control.Methods:A retrospective case series study. From May to October 2023, 18 patients (18 eyes) with submacular hemorrhage (SMH) who continuously received modified subretinal injection treatment in Department of Ophthalmology of Peking Union Medical College Hospital were included in the study. Among them, there were 10 males and 8 females. The mean age was (60.00±7.41) years. The primary causes included polypoid choroidal vasculopathy (14 cases), retinal macroaneurysm (2 cases), traumatic retinopathy (1 case), and Valsalva retinopathy (1 case). Hemorrhage affected 14 eyes of the fovea centralis. All affected eyes underwent standard three-channel 25G vitrectomy via the flat part of the ciliary body combined with modified subretinal injection of recombinant tissue plasminogen activator. The improved injection system consisted of a 1 ml syringe, a Q-Syte TM connector, a 41G subretinal microinjection needle, a converter and a viscoelastic substance control pipeline. The drug preparation time for subretinal injection (i.e., the time consumed by the system connection step), the injection time, whether bubbles occur during the injection process, and the perioperative complications were recorded and analyzed. Results:The preparation time prior to drug injection ranged from 230 to 335 seconds, while the injection completion time varied between 43 and 75 seconds. Both times decreased progressively as operator proficiency improved. Among the treated eyes, five received a target injection dose of 0.05 ml and thirteen received 0.10 ml, with all eyes achieving the preset dose accurately. No subretinal bubbles were observed during the injection procedure. Additionally, no intraoperative complications such as retinal hemorrhage or tear secondary to mechanical trauma at the injection site were recorded. Postoperatively, one eye developed anterior chamber hemorrhage, which resolved following intraocular pressure-lowering treatment. No other postoperative complications, including hemorrhage, rhegmatogenous retinal detachment, or infection, were observed in the remaining eyes.Conclusion:The retinal drug injection system developed in this study has a simple structure, safe and stable operation, can achieve precise drug injection, and effectively avoid the formation of bubbles.
7.Development and psychometric evaluation of the Nurse Parenting Stress Scale
Haixiao YU ; Yueguang DAI ; Bowen LI ; Xiujuan CHEN ; Shengjie JIA ; Zhaozhao XU ; Shuxiang ZHANG ; Xiaomin LIU
Chinese Journal of Modern Nursing 2025;31(35):4803-4808
Objective:To develop the Nurse Parenting Stress Scale and evaluate its reliability and validity.Methods:Based on Abidin's Parenting Stress Theory, scale items were generated through literature review and semi-structured interviews. The initial version was constructed via Delphi expert consultation. Using a convenience sampling method, nurses from six hospitals in Shandong Province were surveyed between August and October 2024. The first survey collected 314 questionnaires (308 valid, effective recovery rate 98.1%) for item analysis and exploratory factor analysis (EFA). The second survey collected 458 questionnaires (447 valid, effective recovery rate 97.6%) for confirmatory factor analysis (CFA) .Results:The Nurse Parenting Stress Scale consists of 4 dimensions and 31 items. The Cronbach's α coefficient of the total scale was 0.951, split-half reliability was 0.782, and test-retest reliability was 0.926. EFA extracted four common factors explaining 70.241% of the cumulative variance. CFA demonstrated a good model fit. The item-level content validity index ( I- CVI) ranged from 0.889 to 1.000, the scale-level universal agreement content validity index ( S- CVI/ UA) was 0.903, and the scale-level average content validity index ( S- CVI/ Ave) was 0.989. Conclusions:The Nurse Parenting Stress Scale shows strong reliability and validity and can serve as an effective tool for assessing parenting stress among nurses.
8.Exploring the Compatibility Ideas of Traditional Chinese Medicine for External Treatment of Ulcers Based on"the Principle of Internal and External Treatment"
Shengjie SHI ; Jie SHEN ; Peng WANG ; Liang YE ; Jun CHEN
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(8):1108-1113
This article explores the compatibility of traditional Chinese medicine for external treatment of ulcers from the perspec-tive of"the principle of internal and external treatment"in Rhymed Discourse on External Remedies.First,it discusses the clinical un-derstanding of chronic skin ulcers,and then it explains the connotation of"the principle of internal and external treatment",which has the characteristics of theoretical homology,syndrome differentiation and treatment,and focusing on the property and taste of the medi-cine first.Finally,based on"the principle of internal and external treatment",it discusses the compatibility ideas of Chinese medicine for external treatment of ulcers,and specifically analyzes the compatibility ideas of property and taste and monarch,minister,assistant and envoy,so as to provide some reference for the external treatment and compatibility of Chinese medicine for chronic skin ulcers,and also hopes to provide some directions for the research and development of external traditional Chinese patent medicines and simple prep-arations.
9.Development and psychometric evaluation of the Nurse Parenting Stress Scale
Haixiao YU ; Yueguang DAI ; Bowen LI ; Xiujuan CHEN ; Shengjie JIA ; Zhaozhao XU ; Shuxiang ZHANG ; Xiaomin LIU
Chinese Journal of Modern Nursing 2025;31(35):4803-4808
Objective:To develop the Nurse Parenting Stress Scale and evaluate its reliability and validity.Methods:Based on Abidin's Parenting Stress Theory, scale items were generated through literature review and semi-structured interviews. The initial version was constructed via Delphi expert consultation. Using a convenience sampling method, nurses from six hospitals in Shandong Province were surveyed between August and October 2024. The first survey collected 314 questionnaires (308 valid, effective recovery rate 98.1%) for item analysis and exploratory factor analysis (EFA). The second survey collected 458 questionnaires (447 valid, effective recovery rate 97.6%) for confirmatory factor analysis (CFA) .Results:The Nurse Parenting Stress Scale consists of 4 dimensions and 31 items. The Cronbach's α coefficient of the total scale was 0.951, split-half reliability was 0.782, and test-retest reliability was 0.926. EFA extracted four common factors explaining 70.241% of the cumulative variance. CFA demonstrated a good model fit. The item-level content validity index ( I- CVI) ranged from 0.889 to 1.000, the scale-level universal agreement content validity index ( S- CVI/ UA) was 0.903, and the scale-level average content validity index ( S- CVI/ Ave) was 0.989. Conclusions:The Nurse Parenting Stress Scale shows strong reliability and validity and can serve as an effective tool for assessing parenting stress among nurses.
10.Construction of an engineered probiotic strain for efficiently delivering chemokine CXCL12 and application of the strain in diabetic chronic wound healing.
Shengjie LI ; Huijuan SU ; Xiaoting LI ; Jing WEI ; Tingtao CHEN
Chinese Journal of Biotechnology 2025;41(6):2334-2348
Diabetic chronic wounds are characterized by difficult healing, recurrent progression, and high rates of disability and mortality, which make their clinical treatment a medical challenge urgent to be addressed. However, the complex local microenvironment conditions of chronic wounds, such as high protease activity and persistent inflammatory responses, result in low bioavailability of exogenous cytokines (e.g., chemokine CXCL12) at the wound site, limiting their clinical application. In this study, we utilized Lactobacillus plantarum WCFS1 as the chassis to develop an efficient CXCL12 delivery system based on synthetic biology. Subsequently, we evaluated the role of the engineered probiotic strain in promoting the chronic wound healing in diabetic mice. Firstly, we fused the endogenous secretion signal peptide lp_3050 (SPlp_3050) of L. plantarum WCFS1 and the commonly used secretion signal peptide usp45 (SPusp45) of lactic acid bacteria with the reporter gene gusA and inserted them into the pTRK892-P32(pgm) plasmid by molecular cloning. Then, we prepared the engineered strains and characterized the efficacy of the two signal peptides in driving the secretion of GusA. The results showed that SPlp_3050 efficiently drove the secretion of GusA in L. plantarum WCFS1, increasing the activity of GusA in the culture supernatant by nearly five times compared with that of SPlp_3050. Further, we fused SPlp_3050 and codon-optimized CXCL12 gene to construct an engineered probiotic strain Lpw-CXCL12 for CXCL12 delivery. The results demonstrated that the content of CXCL12 in the culture supernatant reached (13.40±0.20) μg/mL. Finally, we found that the engineered probiotic strain Lpw-CXCL12 accelerated chronic wound healing in a diabetic mouse model. In conclusion, these results support an engineered probiotic strain in promoting diabetic chronic wound healing, providing a new strategy and technological foundation for the management of diabetic chronic wounds in the future.
Probiotics
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Animals
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Chemokine CXCL12/biosynthesis*
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Mice
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Wound Healing
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Lactobacillus plantarum/metabolism*
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Diabetes Mellitus, Experimental/complications*
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Male

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