1.Attitude and Motivation Influence the Research Performance among Academicians at Malaysian Research University
Nurul Fatin Malek Rivan ; Suzana Shahar ; Norhayati Ibrahim ; Devinder Kaur Ajit Singh ; Wan Syafira Ishak ; Ruszymah Idrus ; Ishak Ahmad ; Melor Md Yunus ; Hatta Sidi ; Ahmad Kamal Arifin ; Adi Irfan Che An ; Neoh Hui-Min ; Roszalina Ramli ; Kuik Cheng Chwee ; Nur Faizah Abu Bakar ; Noor Shahida Sukiman
Malaysian Journal of Health Sciences 2026;24(No. 1):18-28
Despite publishing and securing research grants being obligatory in research universities, the literature on the
factors influencing academic productivity is relatively scarce. Thus, in this study, we aimed to determine the
personal and behavioural-related factors that influence the culture of publishing and securing research grants
among academicians with lower research-related performance. This cross-sectional study was conducted among 49
academic staff members of Universiti Kebangsaan Malaysia (UKM). A self-administered questionnaire consisting
of personal, attitude and behavioural (barriers, perceived stress scale, work extrinsic and intrinsic motivation
scale, psychological well-being scale, and basic needs satisfaction scale) questions were distributed during a
workshop and online. Simple linear regression (SLR) analyses were performed for each variable, followed by
multiple linear regression (MLR) to identify the associated factors of research output. After adjusting for covariates,
having a doctoral degree (β=0.396, 95% CI=0.221-2.146, p<0.05) and integrated regulation (β=0.574, 95%
CI=0.036-3.612, p<0.05) were found to be associated with research grant acquisition (R2=0.273). Moreover,
increasing age (β=0.426, 95% CI=0.088-0.397, p<0.05), living alone (β=0.331, 95% CI=0.944-6.626, p<0.05),
having a doctoral degree (β=0.248, 95% CI=0.174-6.747, p<0.05), environmental mastery (β=0.318, 95%
CI=0.013-0.347, p<0.05), self-acceptance (β=0.284, 95% CI=0.010-0.242, p<0.05), satisfaction incompetence
(β=0.273, 95% CI=0.001-0.200, p<0.05) and relatedness (β=0.280, 95% CI=0.001-0.116, p<0.05) were found to
be the factors that influence the publications produced among participants (R2
=0.423). The findings of this study
could be used by management to formulate effective strategies to increase the productivity of academics in their
research-related performance.
2.Mechanisms of Mahuang Lianqiao Chixiaodoutang in Improving Obesity-type Polycystic Ovary Syndrome in Rats Based on PI3K/Akt Signaling Pathway
Shiwei HU ; Biran ZHU ; Jinrong ZHANG ; Luyao RUAN ; Ji KUANG ; Jianghuan HUA ; Zhe LIU ; Yanyue YAO ; Ji WANG ; Min ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):21-31
ObjectiveTo investigate the mechanisms by which Mahuang Lianqiao Chixiaodoutang (MLC) improves obesity-type polycystic ovary syndrome (PCOS) through the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway. MethodsThirty-six female Sprague-Dawley (SD) rats were randomly divided into a blank control group (Con) and an obesity-type PCOS model preparation group. The model was induced by gavage with letrozole (1 mg·kg-1) combined with a high-fat diet (HFD). After model establishment, the obesity-type PCOS model preparation group was further divided into the model group (Mod, normal saline), metformin group (Met, 0.3 g·kg-1), low-dose MLC group (MLC-L, 4.3 g·kg-1), medium-dose MLC group (MLC-M, 8.6 g·kg-1), and high-dose MLC group (MLC-H, 17.2 g·kg-1). Active components of MLC and targets of obesity-type PCOS were screened from databases, a protein-protein interaction (PPI) network was constructed, and gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was performed. The gut microbiota structure was analyzed based on 16S rRNA sequencing and correlated with network pharmacology pathways. Body weight and estrous cycle were dynamically monitored. Ovarian morphology was observed by hematoxylin-eosin (HE) staining. Cell apoptosis was detected by terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL). Enzyme-linked immunosorbent assay (ELISA) was used to detect levels of follicle-stimulating hormone (FSH), luteinizing hormone (LH), anti-Müllerian hormone (AMH), testosterone (T), and estradiol (E2). Western blot was used to detect the protein expression levels of phosphorylated PI3K/PI3K (p-PI3K/PI3K), phosphorylated Akt/Akt (p-Akt/Akt), B-cell lymphoma-2 (Bcl-2), and Bcl-2-associated X protein (Bax). ResultsNetwork pharmacology screening identified 124 active components of MLC and 408 overlapping targets between the herbal formula and the disease. Core targets such as Akt1 and Bcl-2 were revealed. As indicated by 16S rRNA sequencing, the abundances of Lachnospiraceae, Lachnoclostridium, and Dorea were increased in the MLC groups (P<0.05), while the abundance of Veillonella was decreased (P<0.05). KEGG correlation analysis integrating network pharmacology and gut microbiota data showed significant enrichment of the PI3K/Akt signaling pathway. Animal experiments showed that, compared with the Mod group, body weight decreased to normal levels in the Met, MLC-M, and MLC-H groups. The estrous cycle became regular. The number of corpora lutea increased and cystic follicles decreased. Serum levels of T, FSH, and LH/FSH were reduced (P<0.05, P<0.01), while the E2 level was increased (P<0.01). Ovarian cell apoptosis was reduced (P<0.01), and the protein expression levels of p-PI3K/PI3K, p-Akt/Akt, and Bcl-2 in ovarian tissue were significantly increased, whereas Bax protein expression was significantly decreased (P<0.05, P<0.01). ConclusionMLC can regulate gut microbiota structure, effectively improve ovarian pathology in rats with obesity-type PCOS, and inhibit ovarian granulosa cell apoptosis. The mechanism may be associated with upregulation of the PI3K/Akt signaling pathway.
3.Effect and Mechanism of Icariin on Improving Spermatogenesis in Exercise-induced Fatigue Model Mice Through Regucalcin
Kunyang TANG ; Min XIAO ; Xiaocui JIANG ; Xiaoxue TAO ; Yue ZOU ; Chunchun ZHAO ; Zhipeng FANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):117-127
ObjectiveThis paper aims to investigate the effects of icariin on spermatogenesis in mice with exercise-induced fatigue and explore the underlying mechanisms. MethodsICR male mice were screened by swimming and randomly divided into normal group, model group, vitamin C group, icariin groups with low, medium, and high doses, and medium-dose icariin+N-nitro-L-arginine methyl ester (L-NAME) group, with 10 mice per group. Except for the normal group, all the other groups underwent weighted swimming training to establish an exercise-induced fatigue model. No gavage was administered during the first two weeks of the weighted training. From week three to four, the icariin groups with low, medium, and high doses received 0.03, 0.06, and 0.12 g·kg-1 icariin via gavage, respectively. The vitamin C group received 0.2 g·kg-1 vitamin C. The L-NAME group received 0.06 g·kg-1 icariin and 0.01 g·kg-1 L-NAME via intraperitoneal injection. The normal and model groups received equivalent physiological saline. After the experiment, body weight and the last exhaustive swimming time were recorded. Blood urea nitrogen (BUN), lactate (LA), lactate dehydrogenase (LDH), malondialdehyde (MDA), testicular testosterone (T), testicular Ca2+/Mg2+-adenosine triphosphatase (ATPase) (micro-assay), and the levels of testicular cyclic guanosine monophosphate (cGMP) were measured by using kits. Sperm CD46 levels were detected by flow cytometry. Testicular seminiferous tubules were observed via hematoxylin-eosin (HE) staining, and the testicular morphometric score (TMS) was used to evaluate the spermatogenic function. Protein expression of regucalcin (RGN, SMP30), cGMP-dependent protein kinase 1 (PKG), and cGMP-dependent protein kinase anchoring protein (GKAP1) was detected by Western blot. Testicular regucalcin expression was examined by immunofluorescence (IF). The epididymal sperm quality of mice was observed under a microscope. Fluorescence-stained sections of stimulated by retinoic acid gene 8 (STRA8), synaptonemal complex protein 3 (SCP3), and transition protein 1(TNP1) in testicular seminiferous tubules were assessed by immunohistochemistry (IHC). ResultsCompared with the normal group, the model group showed decreased body weight and exhaustive swimming time (P<0.01), significantly increased fatigue markers (LA, LDH, and BUN) and lipid peroxidation product MDA (P<0.01), reduced testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), decreased sperm motility, sperm count, and TMS scores, and downregulated the expression of STRA8, SCP3, and TNP1. Compared with the model group, the icariin group with high dose exhibited increased exhaustive swimming time (P<0.01), reduced LA, LDH, BUN, and MDA levels (P<0.01), elevated superoxide dismutase (SOD) (P<0.01), upregulated testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), improved sperm motility, sperm count, and TMS scores, and enhanced STRA8, SCP3, and TNP1 expression. Compared with the L-NAME group, the icariin group with medium dose showed increased expression of STRA8, SCP3, and TNP1 in the testicular tissue (P<0.01) and elevated cGMP and GKAP1 levels (P<0.01). ConclusionExercise-induced fatigue reduces the expression of RGN and cGMP/PKG/GKAP1 in mice, thereby causing abnormal spermatogenesis and impairing reproductive function in mice. Icariin ameliorates spermatogenic dysfunction in exercise-induced fatigue mice by promoting the expression of RGN and cGMP/PKG/GKAP1, thereby mitigating the damage of exercise-induced fatigue to the reproductive system.
4.Occupational fatigue and influencing factors of live-line power distribution workers
Ruijian PAN ; Conghan LIU ; Xin LU ; Chu CHEN ; Min LI ; Lei LIU
Journal of Environmental and Occupational Medicine 2026;43(2):196-200
Background Fatigue among distribution network live-line workers in complex operational environments has become increasingly severe and requires widespread attention. Objective To investigate the positive rates of fatigue and associated influencing factors of live-line power distribution workers, and to make a reasonable strategy to reduce the fatigue of front-line workers. Methods Power supply companies in Guangdong, Guangxi, and Yunnan provinces were selected by cluster sampling in 2023, and all front-line live-line workers in the selected companies were recruited. The questionnaire used in this study consisted of two parts: one was the Fatigue Scale-14 (FS-14) for investigating fatigue status and the other was for associated influencing factors. A FS-14 score greater than 3 points was defined as fatigue.
5.Occupational health literacy level and its influencing factors among key industry groups in Huangshan City from 2022 to 2023
Yongguo ZHAN ; Min WANG ; Qian WU ; Tingwei WANG
Journal of Environmental and Occupational Medicine 2026;43(2):208-213
Background Occupational groups are facing a "dual health threat". Research indicates that enhancing the occupational health literacy (OHL) of workers is crucial for safeguarding their health and well-being. However, at present, the research on OHL in China is still in its infancy and there is an urgent need to carry out systematic studies. Objective To analyze the OHL level and influencing factors of key industry groups in Huangshan City, and to provide a basis for targeted intervention activities. Methods From 2022 to 2023, a stratified cluster random sampling method was used to select 621 frontline workers from 20 companies in four industries: non-metallic mineral mining and dressing, textile and apparel, rubber and plastic products, and non-metallic mineral products in Huangshan City. The participants were asked to anonymously complete the National Key Population Occupational Health Literacy Monitoring Survey Personal Questionnaire. The overall and 4 dimension levels of OHL were calculated according to the "2022 Calculation Standards for Occupational Health Literacy Levels of Key Populations". The OHL level was defined as the proportion of the target population possessing adequate OHL (indicated by an overall or dimension-specific score rate ≥80% on the questionnaire). Results A total of 621 workers were surveyed during the study period, with 597 valid questionnaires collected, resulting in an effective rate of 96.14%. The participants were mainly frontline workers in small enterprises, presenting the pattern of "three lows and one long". The male-to-female ratio was 1.16∶1. The overall OHL level of the participants was 45.06% during the study period. The dimension-specific levels of occupational health legal knowledge, basic knowledge, basic skills, and healthy working methods and behaviors were 50.25%, 73.53%, 30.49%, and 60.13%, respectively. There were statistically significant differences in the overall OHL level and the four dimension-specific levels among workers across different industries (P<0.05), with the lowest overall OHL level in the textile and apparel industry (32.06%). The results of logistic regression analysis showed that compared with those with a monthly income of less than
6.Proteome-wide Mendelian randomization analysis of plasma proteins identifies biomarkers for anxiety disorders
Xuelian LI ; Min DENG ; Rongting RAN ; Yuqian HE ; Geman WANG ; Yujie LI ; Zhili ZOU
Sichuan Mental Health 2026;39(1):63-69
BackgroundAnxiety disorder is a common mental disorder, with its prevalence showing a continuous upward trend, significantly affecting the quality of life and social function of patients. Due to the lack of objective and reliable biomarkers in clinical practice, the early identification and treatment of anxiety disorder have been somewhat limited. Plasma proteins have the potential to serve as biomarkers for mental diseases, however, the causal relationship between them and anxiety disorder remains unclear. ObjectiveTo identify the plasma proteins that have a causal relationship with anxiety disorders, and to elucidate the associated biological pathways, in order to provide references for the search for biomarkers of anxiety disorders and the exploration of potential therapeutic targets. MethodsBased on the protein quantitative trait locus (pQTL) data of 4 907 plasma proteins covering 35 559 Icelandic individuals from the deCODE database, and the genome-wide association studies (GWAS) data of 50 486 patients with anxiety disorders and 330 460 healthy controls, the inverse-variance weighted (IVW) method was used as the main analysis method, supplemented by MR-Egger method, weighted median method, simple model method, and weighted model method for bidirectional Mendelian randomization analysis. Enrichment analysis of gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways was conducted for the related proteins. Sensitivity analysis was performed using Cochran's Q test, MR-Egger intercept test, MR-PRESSO test, and leave-one-out analysis to evaluate the robustness of the results. ResultsA total of 10 plasma proteins were identified as significantly associated with anxiety disorders. Among these, SPATA9 (OR=0.856, 95% CI: 0.784–0.934, P<0.01) and PDE5A (OR=0.911, 95% CI: 0.864–0.961, P<0.01) were identified as protective factors, while CRYGD (OR=1.209, 95% CI: 1.095–1.334, P<0.01), BTN3A3 (OR=1.045, 95% CI: 1.018–1.073, P<0.01), SERPINB13 (OR=1.102, 95% CI: 1.040–1.168, P<0.01), ERBB4 (OR=1.283, 95% CI: 1.109–1.484, P<0.01), LSAMP (OR=1.096, 95% CI: 1.037–1.158, P<0.01), ICOSLG (OR=1.283, 95% CI: 1.104–1.490, P<0.01), DNAJB11 (OR=1.172, 95% CI: 1.076–1.277, P<0.01), and TREML1 (OR=1.115, 95% CI: 1.054–1.179, P<0.01) were identified as risk factors. The sensitivity analysis showed that the results were robust, with no heterogeneity (Cochran's Q test P>0.05) or pleiotropy (MR-Egger intercept test P>0.05). Enrichment analysis indicated that these plasma proteins were enriched in biological processes such as T-cell signal transduction, lymphocyte proliferation, cell membrane structure and synaptic function, as well as the intestinal immune network that produces IgA and the ErbB signaling pathway. ConclusionThis study identified 10 plasma proteins associated with anxiety disorders. The functions of these plasma proteins involve multiple biological processes such as neural development and immune regulation.
7.Mechanisms of Mahuang Lianqiao Chixiaodoutang in Improving Obesity-type Polycystic Ovary Syndrome in Rats Based on PI3K/Akt Signaling Pathway
Shiwei HU ; Biran ZHU ; Jinrong ZHANG ; Luyao RUAN ; Ji KUANG ; Jianghuan HUA ; Zhe LIU ; Yanyue YAO ; Ji WANG ; Min ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):21-31
ObjectiveTo investigate the mechanisms by which Mahuang Lianqiao Chixiaodoutang (MLC) improves obesity-type polycystic ovary syndrome (PCOS) through the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway. MethodsThirty-six female Sprague-Dawley (SD) rats were randomly divided into a blank control group (Con) and an obesity-type PCOS model preparation group. The model was induced by gavage with letrozole (1 mg·kg-1) combined with a high-fat diet (HFD). After model establishment, the obesity-type PCOS model preparation group was further divided into the model group (Mod, normal saline), metformin group (Met, 0.3 g·kg-1), low-dose MLC group (MLC-L, 4.3 g·kg-1), medium-dose MLC group (MLC-M, 8.6 g·kg-1), and high-dose MLC group (MLC-H, 17.2 g·kg-1). Active components of MLC and targets of obesity-type PCOS were screened from databases, a protein-protein interaction (PPI) network was constructed, and gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was performed. The gut microbiota structure was analyzed based on 16S rRNA sequencing and correlated with network pharmacology pathways. Body weight and estrous cycle were dynamically monitored. Ovarian morphology was observed by hematoxylin-eosin (HE) staining. Cell apoptosis was detected by terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL). Enzyme-linked immunosorbent assay (ELISA) was used to detect levels of follicle-stimulating hormone (FSH), luteinizing hormone (LH), anti-Müllerian hormone (AMH), testosterone (T), and estradiol (E2). Western blot was used to detect the protein expression levels of phosphorylated PI3K/PI3K (p-PI3K/PI3K), phosphorylated Akt/Akt (p-Akt/Akt), B-cell lymphoma-2 (Bcl-2), and Bcl-2-associated X protein (Bax). ResultsNetwork pharmacology screening identified 124 active components of MLC and 408 overlapping targets between the herbal formula and the disease. Core targets such as Akt1 and Bcl-2 were revealed. As indicated by 16S rRNA sequencing, the abundances of Lachnospiraceae, Lachnoclostridium, and Dorea were increased in the MLC groups (P<0.05), while the abundance of Veillonella was decreased (P<0.05). KEGG correlation analysis integrating network pharmacology and gut microbiota data showed significant enrichment of the PI3K/Akt signaling pathway. Animal experiments showed that, compared with the Mod group, body weight decreased to normal levels in the Met, MLC-M, and MLC-H groups. The estrous cycle became regular. The number of corpora lutea increased and cystic follicles decreased. Serum levels of T, FSH, and LH/FSH were reduced (P<0.05, P<0.01), while the E2 level was increased (P<0.01). Ovarian cell apoptosis was reduced (P<0.01), and the protein expression levels of p-PI3K/PI3K, p-Akt/Akt, and Bcl-2 in ovarian tissue were significantly increased, whereas Bax protein expression was significantly decreased (P<0.05, P<0.01). ConclusionMLC can regulate gut microbiota structure, effectively improve ovarian pathology in rats with obesity-type PCOS, and inhibit ovarian granulosa cell apoptosis. The mechanism may be associated with upregulation of the PI3K/Akt signaling pathway.
8.Effect and Mechanism of Icariin on Improving Spermatogenesis in Exercise-induced Fatigue Model Mice Through Regucalcin
Kunyang TANG ; Min XIAO ; Xiaocui JIANG ; Xiaoxue TAO ; Yue ZOU ; Chunchun ZHAO ; Zhipeng FANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):117-127
ObjectiveThis paper aims to investigate the effects of icariin on spermatogenesis in mice with exercise-induced fatigue and explore the underlying mechanisms. MethodsICR male mice were screened by swimming and randomly divided into normal group, model group, vitamin C group, icariin groups with low, medium, and high doses, and medium-dose icariin+N-nitro-L-arginine methyl ester (L-NAME) group, with 10 mice per group. Except for the normal group, all the other groups underwent weighted swimming training to establish an exercise-induced fatigue model. No gavage was administered during the first two weeks of the weighted training. From week three to four, the icariin groups with low, medium, and high doses received 0.03, 0.06, and 0.12 g·kg-1 icariin via gavage, respectively. The vitamin C group received 0.2 g·kg-1 vitamin C. The L-NAME group received 0.06 g·kg-1 icariin and 0.01 g·kg-1 L-NAME via intraperitoneal injection. The normal and model groups received equivalent physiological saline. After the experiment, body weight and the last exhaustive swimming time were recorded. Blood urea nitrogen (BUN), lactate (LA), lactate dehydrogenase (LDH), malondialdehyde (MDA), testicular testosterone (T), testicular Ca2+/Mg2+-adenosine triphosphatase (ATPase) (micro-assay), and the levels of testicular cyclic guanosine monophosphate (cGMP) were measured by using kits. Sperm CD46 levels were detected by flow cytometry. Testicular seminiferous tubules were observed via hematoxylin-eosin (HE) staining, and the testicular morphometric score (TMS) was used to evaluate the spermatogenic function. Protein expression of regucalcin (RGN, SMP30), cGMP-dependent protein kinase 1 (PKG), and cGMP-dependent protein kinase anchoring protein (GKAP1) was detected by Western blot. Testicular regucalcin expression was examined by immunofluorescence (IF). The epididymal sperm quality of mice was observed under a microscope. Fluorescence-stained sections of stimulated by retinoic acid gene 8 (STRA8), synaptonemal complex protein 3 (SCP3), and transition protein 1(TNP1) in testicular seminiferous tubules were assessed by immunohistochemistry (IHC). ResultsCompared with the normal group, the model group showed decreased body weight and exhaustive swimming time (P<0.01), significantly increased fatigue markers (LA, LDH, and BUN) and lipid peroxidation product MDA (P<0.01), reduced testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), decreased sperm motility, sperm count, and TMS scores, and downregulated the expression of STRA8, SCP3, and TNP1. Compared with the model group, the icariin group with high dose exhibited increased exhaustive swimming time (P<0.01), reduced LA, LDH, BUN, and MDA levels (P<0.01), elevated superoxide dismutase (SOD) (P<0.01), upregulated testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), improved sperm motility, sperm count, and TMS scores, and enhanced STRA8, SCP3, and TNP1 expression. Compared with the L-NAME group, the icariin group with medium dose showed increased expression of STRA8, SCP3, and TNP1 in the testicular tissue (P<0.01) and elevated cGMP and GKAP1 levels (P<0.01). ConclusionExercise-induced fatigue reduces the expression of RGN and cGMP/PKG/GKAP1 in mice, thereby causing abnormal spermatogenesis and impairing reproductive function in mice. Icariin ameliorates spermatogenic dysfunction in exercise-induced fatigue mice by promoting the expression of RGN and cGMP/PKG/GKAP1, thereby mitigating the damage of exercise-induced fatigue to the reproductive system.
9.Artificial intelligence-based quality control of hand hygiene for hospital-acquired infection
Xuchen YANG ; Jingwen LI ; Wan ZHANG ; Shasha FENG ; Min ZENG ; Jianan SHI ; Youqiong CHEN ; Tao ZHENG ; Xun YAO
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(02):241-247
Objective To explore an artificial intelligence (AI)-based method for automated hand hygiene monitoring and to compare the effectiveness of three algorithms (UniFormerV2, TDN, C3D) in recognizing hand hygiene steps in surgical settings, thereby aiding hospital infection control. Methods From April to October 2024, we non-invasively collected 641 video recordings of healthcare staff performing hand hygiene at four-bay scrub sinks in two tertiary hospitals using overhead HD cameras. The dataset was annotated by five trained experts for model training and validation. Results Following training on 385 samples, internal validation (n=119) showed the C3D model achieved 81% accuracy, 87% recall, and an 83% F1-score. The TDN model achieved 93%, 91%, and 92% for the same metrics. The UniFormerV2 model outperformed both, with an accuracy, recall, and F1-score of 93%—an improvement of over 10 percentage points compared to traditional CNNs (TDN, C3D). It also achieved an 84% accuracy in external validation, demonstrating strong generalization. Conclusion The UniFormerV2 model is more accurate than CNN-based models for hand hygiene step recognition and shows robust performance in external validation. It presents a viable tool for healthcare facilities to enhance hand hygiene management, ultimately improving medical quality and patient safety.
10.Epidemiological investigation of a pertussis outbreak in a kindergarten in Guangzhou
WANG Min, WU Jueyu, ZHU Zhijie, CAI Wenfeng, HE Peng, XIAO Jiali
Chinese Journal of School Health 2026;47(2):283-286
Objective:
To understand the epidemiological characteristics of a pertussis outbreak in Guangzhou, so as to provide references for outbreak response and prevention strategies.
Methods:
From April 5 to June 9, 2024, case screening was conducted among 246 preschool children, 35 staff members, and one full time school nurse in a kindergarten in Guangzhou based on case definition. Field epidemiological investigation methods were employed to collect relevant information, and screening samples were collected from individuals involved in the outbreak. The clinical manifestations, epidemiological characteristics, and risk factors for transmission of the outbreak were analyzed, with rate comparisons performed using the χ 2 test.
Results:
There were a total of 15 confirmed cases of pertussis in the kindergarten. The main clinical manifestations included intermittent cough in 14 cases ( 93.33 %), sputum production in 5 cases (33.33%), fever in 2 cases (13.33%), paroxysmal spasmodic cough in 1 case (6.67%), and vomiting in 1 case (6.67%). There was no statistically significant difference in the reporting rates of interrupted cough symptoms between pertussis cases (93.33%) and non pertussis cases (92.86%)( χ 2=3.74, P >0.05). The cases were aged 4-5 years, including 5 males and 10 females. The interval between symptom onset and diagnosis ranged from 2 to 25 days, with a median of 10 days. The outbreak involved two classes, with attack rates of 48.28% and 3.45%, respectively. Laboratory testing confirmed 14 close contacts positive for Bordetella pertussisnucleic acid. Among close contacts, only one received prophylactic medication as required.
Conclusion
The outbreak is a pertussis outbreak in a kindergarten caused by Bordetella pertussis infection, demonstrating distinct temporal and spatial clustering characteristics.


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