1.Predictive model for anxiety symptoms among junior high school students based on machine learning algorithms
YANG Yinmei, FENG Haiyang, LIU Mingxiu, YU Qiurui, MA Xin, YAN Hong, YU Bin, YU Chengcheng
Chinese Journal of School Health 2026;47(5):690-694
Objective:
To explore the influencing factors of anxiety symptoms and to construct a predictive model based on machine learning algorithms, so as to provide support for the prevention and management of anxiety symptoms among junior high school students.
Methods:
From April to May 2023, a stratified random cluster sampling method was adopted to select 8 176 junior high school students from Zhengzhou and Shangqiu citys. All participants completed the Adolescent Self rating Life Events Checklist, the 10item Connor-Davidson Resilience Scale, the School Connectedness Scale, the Parent-Child Cohesion Questionnaire, and the 7 item Generalized Anxiety Disorder Scale. Logistic regression analysis identified the associated factors of anxiety symptoms among junior high school students. Predictive models were constructed using Logistic regression, Random Forest, and eXtreme Gradient Boosting (XGBoost) algorithms, with SHapley Additive exPlanations analysis explaining the optimal model.
Results:
The detection rate of anxiety symptoms among junior high school students was 16.3%. Logistic regression analysis showed that junior high school students who were female ( OR =1.22), in the ninth grade ( OR =1.27), living in urban areas ( OR =1.37), having a father with a college education or above ( OR =1.26), having a mother with a senior high school education ( OR =1.26), and experiencing higher levels of negative life events ( OR =1.05) reported a higher risk of anxiety symptoms(all P <0.05). In contrast, those with moderate family economic status ( OR =0.71), moderate academic burden ( OR =0.59), low academic burden ( OR =0.54), moderate sleep quality ( OR =0.46), good sleep quality ( OR =0.26), excellent sleep quality ( OR =0.15), higher levels of psychological resilience ( OR =0.96), higher levels of school connectedness ( OR =0.96), and higher levels of parent-child cohesion ( OR =0.98) reported a lower risk of anxiety symptoms (all P <0.05). Three machine learning models demonstrated good predictive performance for anxiety symptoms among junior high school students (all AUC>0.8), with the XGBoost model achieving the best predictive performance. SHAP analysis revealed that negative life events, sleep quality, school connectedness, psychological resilience and parent-child cohesion were the top five relevant factors for predicting anxiety symptoms.
Conclusions
The detection rate of anxiety symptoms among junior high school students is relatively high. The XGBoost model is the optimal predictive model for anxiety symptoms in the population. Negative life events, sleep quality, school connectedness, psychological resilience, and parent-child cohesion are significant correlates of anxiety symptoms among junior high school students.
2.The first record of Anopheles messeae (Diptera: Culicidae) parasitized by water mites in China
Xue-ru CHEN ; Wen-zhen YAO ; Yu-hao LI ; Gui-chang LI ; Tao MENG ; Qun-ling FENG ; Xin-hui LIU ; Li-hong QIAO ; Xiang-ting WU ; Xue-feng ZHANG ; Cheng-lin LI ; Xue-cheng DONG ; Da-wei WANG ; Xiao-yan SI ; Yu-hong GUO
Acta Parasitologica et Medica Entomologica Sinica 2026;33(1):53-57
Objective This study reports on the obligatory parasitism of water mites Arrenurus sp. on Anopheles messeae at the Manzhouli Port, Inner Mongolia, China. Methods Duing July 2024, a survey on the mosquito diversity was conducted at the Manzhouli Port. Captured mosquitoes and their ectoparasites were identified to species level. Results A total of 1840 adult mosquitoes were collected, representing species from three genera: Culex(Cx. modestus, Cx. pipiens pallens), Aedes(Ae. dorsalis, Ae. flavidorsalis, Ae. flavescens), and Anopheles (An. messeae). Among all the mosqutioes specimens,3 out of 150 captured An. messeae were found to carry ectoparasitic mites, with number of 2,4,27 mites separately. Morphological and molecular identification reached the same result as water mites(Hydrachnidiae, Hydracrina). COI gene sequence showed 94% similarity with the closest species Arrenurus truncatellus. Conlusions Literature review suggests water mites are host-specific parasitism of mosquito species and herein with the first record of Arrenurus sp. parasiting on An. Messeae in the most high-latitude region globally.
3.Study on the Fingerprint and Prediction of Quality Markers of Qiangshen Oral Liquid
Xin YANG ; Yanmei LIU ; Yan ZHANG ; Xiaowu XIAO ; Ting HONG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(7):127-133
Objective To establish a fingerprint spectrum for Qiangshen Oral Liquid;To predict its quality markers combined with network pharmacology.Methods HPLC-ELSD method was used to establish fingerprint spectrum of Qiangshen Oral Liquid,and common peaks were identified.Its targets and related pathways were predicted through network pharmacology.A component-target-pathway network was constructed,and molecular docking verification was performed to analyze the quality markers of Qiangshen Oral Liquid.Results The HPLC fingerprint spectrum of Qiangshen Oral Liquid was established.20 common peaks were identified and belonged to all prescription drug tastes.13 chromatographic peaks were located using reference standards.The similarity evaluation showed that the similarity of 19 batches of Qiangshen Oral Liquid ranged from 0 to 0.995.Network pharmacology identified 45 key targets related to 13 components,and KEGG enrichment analysis obtained 151 pathways.A component-target-pathway network was constructed,predicted that calycosin-7-O-glucoside,ginsenoside Rg1,ginsenoside Re,ginsenoside Rf,ginsenoside Rb1,astragaloside Ⅳ,ginsenoside Rd,ginsenoside Rb2,astragaloside Ⅱ,astragaloside Ⅰ,schisandrin A and panaxatriol were quality markers for Qiangshen Oral Liquid.Conclusion The fingerprint spectrum of Qiangshen Oral Liquid was established,and quality markers were predicted preliminarily,providing a reference for its standard establishment and quality evaluation.
4.The Potential and Challenges of FGF9 as a Cancer Therapeutic Target
Qing ZHANG ; Hong-yan HE ; Jun-hua HUANG ; Xin-yu LU ; Hai-yan LI
Progress in Modern Biomedicine 2025;25(15):2554-2560
Fibroblast growth factor,as a critical protein regulating cell growth and differentiation,exhibits aberrant signaling closely associated with various pathological pathologies,including cancer.Among the members of the fibroblast growth factor family,fibroblast growth factor 9(FGF9)has been identified as a critical player in cancer initiation and progression.While numerous studies have investigated the molecular mechanisms of FGF9 individually,comprehensive reviews addressing its impact in cancer remain scarce.This article systematically reviews the functional mechanisms and regulatory networks of FGF9 in cancer,with a focus on its roles in common malignancies such as lung cancer,liver cancer,gastric cancer,colorectal cancer,breast cancer,and ovarian cancer.The aim is to facilitate translational research on FGF9 for targeted cancer diagnosis and therapy.
5.The pathogenesis and treatment progress of chemotherapy-induced peripheral neuropathy
Xin LU ; Lin-zhuo QU ; Yong WANG ; Hong-jian GUAN ; Yan-ling WU
Chinese Pharmacological Bulletin 2025;41(1):18-22
Chemotherapy-induced peripheral neuropathy(CIPN)refers to some symptoms and signs of peripheral nerve dysfunc-tion caused by using anti-tumor drugs,which is related to the dose of chemotherapy drugs.The pathogenesis of CIPN has not been fully defined,and the efficacy of existing therapeutic drugs and methods is limited.Therefore,it is of great scientific value and social significance to explore the pathogenesis of CIPN,de-velop new therapeutic drugs and methods,and solve the unmet clinical needs.This paper will elaborate on the pathogenesis of CIPN from the molecular and cellular levels,and review the treatment progress of CIPN,so as to provide reference for clinical treatment and direction for future research.
6.Anti-atherosclerotic effect of dietary addition of hesperidin and naringin in rabbits
Li ZHANG ; Zaipin XU ; Yiguo SHENG ; Yongxian ZHANG ; Lanxiao YI ; Yan ZHANG ; Canx-in LI ; Xin SUI ; Rongrong GUO ; Tingyu MIN ; Han HONG ; Xiaodie LI ; Xinyu LI
Chinese Journal of Veterinary Science 2025;45(4):836-843,858
To investigate the anti-atherosclerotic effects of dietary hesperidin and naringin on ather-osclerosis in rabbits.Twenty-four adult healthy male New Zealand Large White rabbits were ran-domly assigned to four groups based on one factor:control(Con),model(Mod),hesperidin(HP),and naringenin(NG),each containing six rabbits and housed in solitary cages.During the experi-mental period,the control group received normal feed;the model group was fed high-fat for 30 d to establish the atherosclerosis,(AS)model and continued to be fed high-fat feed;the hesperidin and naringenin groups were fed high-fat for 30 d and then underwent AS modeling,and at a later stage,150 mg of hesperidin(or naringenin)was added to the diets at a rate of 1.5 mg per kg of di-et,respectively,for 30 d.Relative body quality,blood lipids,oxidation,and inflammatory factor lev-els were all assessed.At the end of the test period,the test rabbits were sacrificed to obtain the common carotid artery for histopathological section HE staining,Oil red O staining,and Sirius red staining in order to observe vascular tissue structure,lipid and inflammatory cell infiltration,and e-lastic plate and elastic fiber damage.The results indicated that the relative body quality of the mod-el,HP and NG groups increased rapidly,and the difference with the control group within the same period was highly significant(P<0.01);The HP and NG interventions significantly decreased to-tal cholesterol(TC)and low-density lipoprotein cholesterol(LDL-C)levels(P<0.01),while also leading to a significant increase in high-density lipoprotein cholesterol(HDL-C)levels(P<0.01);MDA levels exhibited a significant decrease(P<0.01),while SOD levels showed a notable in-crease(P<0.01)following the HP and NG interventions;After HP and NG interventions,TNF-α and IL-1 were regressed(P<0.01)and IL-10 was significantly elevated(P<0.01);Compared with the control group,the model group showed approximately 41.8 and 2.5 fold thickening of the maximal endo-medial membrane,respectively,and the HP and NG interventions showed approxi-mately 13 and 15 fold thickening of the maximal endo-medial membrane,and both of the maximal medial membranes thickened by approximately 1.4 fold;Staining of pathological sections showed that HP and NG intervened to significantly reduce inflammatory cell infiltration,deposition of lipid components,slight thickening of the endothelium,and intact fibroblastic components.The results showed that the addition of HP and NG to diets could regulate blood lipids and exert anti-inflam-matory and antioxidant effects by inhibiting the expression of inflammatory factors and oxidizing factors,showing significant anti-AS effects,and the two effects were comparable.
7.Study on the Fingerprint and Prediction of Quality Markers of Qiangshen Oral Liquid
Xin YANG ; Yanmei LIU ; Yan ZHANG ; Xiaowu XIAO ; Ting HONG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(7):127-133
Objective To establish a fingerprint spectrum for Qiangshen Oral Liquid;To predict its quality markers combined with network pharmacology.Methods HPLC-ELSD method was used to establish fingerprint spectrum of Qiangshen Oral Liquid,and common peaks were identified.Its targets and related pathways were predicted through network pharmacology.A component-target-pathway network was constructed,and molecular docking verification was performed to analyze the quality markers of Qiangshen Oral Liquid.Results The HPLC fingerprint spectrum of Qiangshen Oral Liquid was established.20 common peaks were identified and belonged to all prescription drug tastes.13 chromatographic peaks were located using reference standards.The similarity evaluation showed that the similarity of 19 batches of Qiangshen Oral Liquid ranged from 0 to 0.995.Network pharmacology identified 45 key targets related to 13 components,and KEGG enrichment analysis obtained 151 pathways.A component-target-pathway network was constructed,predicted that calycosin-7-O-glucoside,ginsenoside Rg1,ginsenoside Re,ginsenoside Rf,ginsenoside Rb1,astragaloside Ⅳ,ginsenoside Rd,ginsenoside Rb2,astragaloside Ⅱ,astragaloside Ⅰ,schisandrin A and panaxatriol were quality markers for Qiangshen Oral Liquid.Conclusion The fingerprint spectrum of Qiangshen Oral Liquid was established,and quality markers were predicted preliminarily,providing a reference for its standard establishment and quality evaluation.
8.Anti-atherosclerotic effect of dietary addition of hesperidin and naringin in rabbits
Li ZHANG ; Zaipin XU ; Yiguo SHENG ; Yongxian ZHANG ; Lanxiao YI ; Yan ZHANG ; Canx-in LI ; Xin SUI ; Rongrong GUO ; Tingyu MIN ; Han HONG ; Xiaodie LI ; Xinyu LI
Chinese Journal of Veterinary Science 2025;45(4):836-843,858
To investigate the anti-atherosclerotic effects of dietary hesperidin and naringin on ather-osclerosis in rabbits.Twenty-four adult healthy male New Zealand Large White rabbits were ran-domly assigned to four groups based on one factor:control(Con),model(Mod),hesperidin(HP),and naringenin(NG),each containing six rabbits and housed in solitary cages.During the experi-mental period,the control group received normal feed;the model group was fed high-fat for 30 d to establish the atherosclerosis,(AS)model and continued to be fed high-fat feed;the hesperidin and naringenin groups were fed high-fat for 30 d and then underwent AS modeling,and at a later stage,150 mg of hesperidin(or naringenin)was added to the diets at a rate of 1.5 mg per kg of di-et,respectively,for 30 d.Relative body quality,blood lipids,oxidation,and inflammatory factor lev-els were all assessed.At the end of the test period,the test rabbits were sacrificed to obtain the common carotid artery for histopathological section HE staining,Oil red O staining,and Sirius red staining in order to observe vascular tissue structure,lipid and inflammatory cell infiltration,and e-lastic plate and elastic fiber damage.The results indicated that the relative body quality of the mod-el,HP and NG groups increased rapidly,and the difference with the control group within the same period was highly significant(P<0.01);The HP and NG interventions significantly decreased to-tal cholesterol(TC)and low-density lipoprotein cholesterol(LDL-C)levels(P<0.01),while also leading to a significant increase in high-density lipoprotein cholesterol(HDL-C)levels(P<0.01);MDA levels exhibited a significant decrease(P<0.01),while SOD levels showed a notable in-crease(P<0.01)following the HP and NG interventions;After HP and NG interventions,TNF-α and IL-1 were regressed(P<0.01)and IL-10 was significantly elevated(P<0.01);Compared with the control group,the model group showed approximately 41.8 and 2.5 fold thickening of the maximal endo-medial membrane,respectively,and the HP and NG interventions showed approxi-mately 13 and 15 fold thickening of the maximal endo-medial membrane,and both of the maximal medial membranes thickened by approximately 1.4 fold;Staining of pathological sections showed that HP and NG intervened to significantly reduce inflammatory cell infiltration,deposition of lipid components,slight thickening of the endothelium,and intact fibroblastic components.The results showed that the addition of HP and NG to diets could regulate blood lipids and exert anti-inflam-matory and antioxidant effects by inhibiting the expression of inflammatory factors and oxidizing factors,showing significant anti-AS effects,and the two effects were comparable.
9.Effect of donepezil combined with hypoxia on CYP3A4 and its safety-evaluation
Xiao-xia HAN ; Yue-xin LI ; Wei TENG ; Fang WANG ; Hai-ying HONG ; Ze-shuai YI ; Ying SONG ; Yu-yan ZHOU ; Bao-xin LI ; Pan FAN
Chinese Pharmacological Bulletin 2025;41(12):2354-2361
Aim To investigate the regulatory mecha-nisms of donepezil on the expression and enzymatic ac-tivity of cytochrome P450 3A4(CYP3A4),elucidate the synergistic impact of hypoxia on CYP3A4 function,and reveal its potential association with drug-induced cardiotoxicity,particularly QT interval prolongation.Methods Western blot,co-immunoprecipitation,and gene knockdown techniques were employed to evaluate the effects of donepezil and hypoxia on CYP3A4 pro-tein expression.CYP3A4 enzymatic activity was as-sessed using an in vitro incubation system with rat liver microsomes combined with high-performance liquid chromatography(HPLC),and the half-maximal inhib-itory concentration(IC50)was determined.Results Donepezil(10 μmol·L-1)and hypoxia reduced CYP3A4 protein expression to 31.75%and 45.90%of the control levels,respectively.Both interventions activated the gp78-mediated ubiquitin-proteasome path-way,significantly increasing CYP3A4 ubiquitination levels by 2.1-fold compared to the control group,thereby promoting proteasomal degradation.Donepezil inhibited CYP3A4 enzyme activity with an IC50 of 83.4μmol·L-1,and hypoxia synergistically enhanced this inhibitory effect,reducing the IC50 to 20.79 μmol·L-1.Conclusion Donepezil downregulates CYP3A4 function through dual mechanisms involving ubiquitin-mediated proteasomal degradation and direct enzymatic inhibition.Hypoxia potentiates this effect,leading to impaired metabolism of CYP3A4 substrate drugs,ele-vated plasma drug concentrations(1.6-2.3-fold in-crease compared to normal metabolic conditions),and an increased risk of QT interval prolongation and other forms of cardiotoxicity.
10.The pathogenesis and treatment progress of chemotherapy-induced peripheral neuropathy
Xin LU ; Lin-zhuo QU ; Yong WANG ; Hong-jian GUAN ; Yan-ling WU
Chinese Pharmacological Bulletin 2025;41(1):18-22
Chemotherapy-induced peripheral neuropathy(CIPN)refers to some symptoms and signs of peripheral nerve dysfunc-tion caused by using anti-tumor drugs,which is related to the dose of chemotherapy drugs.The pathogenesis of CIPN has not been fully defined,and the efficacy of existing therapeutic drugs and methods is limited.Therefore,it is of great scientific value and social significance to explore the pathogenesis of CIPN,de-velop new therapeutic drugs and methods,and solve the unmet clinical needs.This paper will elaborate on the pathogenesis of CIPN from the molecular and cellular levels,and review the treatment progress of CIPN,so as to provide reference for clinical treatment and direction for future research.


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