1.Association between adverse childhood experiences and depression and anxiety: a review
ZHU Siyu ; WU Jing ; YING Jiayao ; SONG Peige
Journal of Preventive Medicine 2025;37(9):913-916,921
Adverse childhood experiences (ACEs) refer to traumatic events such as abuse and neglect experienced before the age of 18 years, which have negative impacts on an individual's physical and mental health. Studies have shown that ACEs not only increase the risk of health-harming behaviors such as smoking and alcohol abuse, but are also risk factors for depression and anxiety. The influence of ACEs on depression and anxiety exhibits type-specificity, cumulative effects, and temporal dynamics. The impact of ACE types on depression and anxiety varies across populations and genders, a dose-response relationship exists between the number of ACEs and depression/anxiety, and the phase, trajectory, and frequency of ACEs also significantly influence depression and anxiety. This article collected literature on ACEs and depression/anxiety from January 1995 to June 2024 by searching the CNKI and PubMed databases. It provides a comprehensive review of the associations between different ACEs types, quantities, categories, timing, trajectories, frequencies, and the risks of depression and anxiety, while also exploring the underlying mechanisms of these associations. The findings aim to offer references for the prevention and intervention of ACEs and the improvement of mental health.
2.Development and multicenter validation of machine learning models for predicting postoperative pulmonary complications after neurosurgery.
Ming XU ; Wenhao ZHU ; Siyu HOU ; Hongzhi XU ; Jingwen XIA ; Liyu LIN ; Hao FU ; Mingyu YOU ; Jiafeng WANG ; Zhi XIE ; Xiaohong WEN ; Yingwei WANG
Chinese Medical Journal 2025;138(17):2170-2179
BACKGROUND:
Postoperative pulmonary complications (PPCs) are major adverse events in neurosurgical patients. This study aimed to develop and validate machine learning models predicting PPCs after neurosurgery.
METHODS:
PPCs were defined according to the European Perioperative Clinical Outcome standards as occurring within 7 postoperative days. Data of cases meeting inclusion/exclusion criteria were extracted from the anesthesia information management system to create three datasets: The development (data of Huashan Hospital, Fudan University from 2018 to 2020), temporal validation (data of Huashan Hospital, Fudan University in 2021) and external validation (data of other three hospitals in 2023) datasets. Machine learning models of six algorithms were trained using either 35 retrievable and plausible features or the 11 features selected by Lasso regression. Temporal validation was conducted for all models and the 11-feature models were also externally validated. Independent risk factors were identified and feature importance in top models was analyzed.
RESULTS:
PPCs occurred in 712 of 7533 (9.5%), 258 of 2824 (9.1%), and 207 of 2300 (9.0%) patients in the development, temporal validation and external validation datasets, respectively. During cross-validation training, all models except Bayes demonstrated good discrimination with an area under the receiver operating characteristic curve (AUC) of 0.840. In temporal validation of full-feature models, deep neural network (DNN) performed the best with an AUC of 0.835 (95% confidence interval [CI]: 0.805-0.858) and a Brier score of 0.069, followed by Logistic regression (LR), random forest and XGBoost. The 11-feature models performed comparable to full-feature models with very close but statistically significantly lower AUCs, with the top models of DNN and LR in temporal and external validations. An 11-feature nomogram was drawn based on the LR algorithm and it outperformed the minimally modified Assess respiratory RIsk in Surgical patients in CATalonia (ARISCAT) and Laparoscopic Surgery Video Educational Guidelines (LAS VEGAS) scores with a higher AUC (LR: 0.824, ARISCAT: 0.672, LAS: 0.663). Independent risk factors based on multivariate LR mostly overlapped with Lasso-selected features, but lacked consistency with the important features using the Shapley additive explanation (SHAP) method of the LR model.
CONCLUSIONS:
The developed models, especially the DNN model and the nomogram, had good discrimination and calibration, and could be used for predicting PPCs in neurosurgical patients. The establishment of machine learning models and the ascertainment of risk factors might assist clinical decision support for improving surgical outcomes.
TRIAL REGISTRATION
ChiCTR 2100047474; https://www.chictr.org.cn/showproj.html?proj=128279 .
Adult
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Aged
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Female
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Humans
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Male
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Middle Aged
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Algorithms
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Lung Diseases/etiology*
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Machine Learning
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Neurosurgical Procedures/adverse effects*
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Postoperative Complications/diagnosis*
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Risk Factors
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ROC Curve
3.Hyssopus cuspidatus extract inhibited OVA-sensitized allergic asthma through PI3K/JNK/P38 signaling pathway and lipid homeostasis regulation.
Yali ZHANG ; Huiming PENG ; Jingjing LI ; Pan LV ; Mengru ZHANG ; Xu WANG ; Siyu WANG ; Siying ZHU ; Jiankang LU ; Xuepeng FAN ; Jinbo FANG
Chinese Herbal Medicines 2025;17(3):539-547
OBJECTIVE:
To investigate the effect and mechanism of Hyssopus cuspidatus Boriss. extract (HCE) in ovalbumin (OVA)-induced allergic asthma.
METHODS:
Components identification of HCE was conducted using ultra performance liquid chromatography-quadrupole-time of flight-mass spectrometry. Mice were sensitized with OVA to establish asthmatic model, and dexamethasone was used as positive control. Respiratory reactivity, white cells counting in bronchoalveolar lavage fluid and peripheral blood, cytokine level measurement in serum and lung tissue, and histologic examination were performed to evaluate the therapeutic effect of HCE on asthma. Network pharmacology approach was used for mechanism prediction. Western blotting and untargeted lipidomics method were applied for mechanism validation.
RESULTS:
Fifty-two compounds were identified in HCE, predominantly terpenoids and flavonoids. HCE markedly reduced airway resistance, the eosinophil infiltration in lung tissues, and the levels of immunoglobulin E, interleukin-4, interleukin-5, and interleukin-13. Network pharmacology analysis suggested phosphatidylinositol 3-kinases (PI3K), c-Jun N-terminal kinase (JNK), and p38 Mitogen-activated protein kinase (p38 MAPK) may be key proteins of HCE in the treatment of allergic asthma. Western blot results indicated that the levels of phosphorylated PI3K, JNK, and P38 were downregulated in HCE-treated group. Moreover, HCE significantly upregulated the levels of ceramide and sphingomyelin and downregulated the level of phosphatidylcholine.
CONCLUSION
HCE inhibited allergic asthma via PI3K/JNK/P38 signaling pathway and lipid homeostasis regulation.
4.The chordata olfactory receptor database.
Wei HAN ; Siyu BAO ; Jintao LIU ; Yiran WU ; Liting ZENG ; Tao ZHANG ; Ningmeng CHEN ; Kai YAO ; Shunguo FAN ; Aiping HUANG ; Yuanyuan FENG ; Guiquan ZHANG ; Ruiyi ZHANG ; Hongjin ZHU ; Tian HUA ; Zhijie LIU ; Lina CAO ; Xingxu HUANG ; Suwen ZHAO
Protein & Cell 2025;16(4):286-295
5.Analysis of the molecular epidemiological characteristics of carbapenem-resistant Klebsiella pneumoniae in a hospital in Hunan Province
Xingwang NING ; Yongxue TANG ; Siyu WANG ; Xiaomei WANG ; Huibin ZHU ; Xiaobing XIE ; Qingyu LIU
Chinese Journal of Preventive Medicine 2024;58(7):1041-1047
To examine the molecular epidemiology of carbapenem-resistant Klebsiella pneumoniae (CRKP) and investigate the horizontal transmission of blaKPC and blaNDM genes for the prevention and treatment of CRKP. A total of 49 clinically isolated CRKP strains were retrospectively analyzed from January to December 2022 at The First Hospital of Hunan University of Chinese Medicine. Phenotypic screening was performed using modified carbapenem inactivation assay (mCIM) and EDTA-carbapenem inactivation assay (eCIM). Polymerase chain reaction (PCR) was utilized to identify carbapenem resistance genes, β-lactamase resistance genes, and virulence genes, while multi-locus sequence analysis (MLST) was employed to assess the homology of CRKP strains. Conjugation experiments were conducted to infer the horizontal transmission mechanism of blaKPC and blaNDM genes. The results showed that the study included 49 CRKP strains, with 44 carrying blaKPC and 8 carrying blaNDM, Three strains were identified as blaKPC+ blaNDM-CRKP. In this study, 28 out of 49 CRKP strains (57.2%) were found to carry virulence genes. Additionally, one CRKP strain tested positive in the string test and was found to carry both Aerobactin and rmpA virulence genes. MLST results revealed a total of 5 ST types, with ST11 being predominant (41/49, 83.7%). Successful conjugation was observed in all 3 blaKPC-CRKP strains, while only 1 out of 3 blaNDM-CRKP strains showed successful conjugation. The transconjugant exhibited significantly reduced susceptibility to imipenem and cephalosporin antibiotics. In conclusion, the resistance mechanism of CRKP in this study is primarily attributed to the production of KPC enzymes, along with the presence of multiple β-lactamase resistance genes. Additionally, there is a local prevalence of hv-CRKP and blaKPC+ blaNDM-CRKP. blaKPC and blaNDM can be horizontally transmitted through plasmids, with varying efficiency among different strains.
6.Effect of adipose-derived stem cell-derived exosomes on migration ability of macrophages in vitro
Bo YUAN ; Jiayi XIE ; Siyu JIANG ; Yajun MENG ; Qinghua ZHU ; Xiaofei LI ; Xiumei FU ; Lide XIE
Journal of Jilin University(Medicine Edition) 2024;50(3):718-727
Objective:To discuss the effect of adipose-derived stem cell-derived exosomes(ADSC-Exos)on the migration ability of the macrophages RAW264.7,and to clarify its role in promoting function of the macrophages.Methods:The adipose tissue adjacent to epididymis of the SD rats was isolated to perform primary culture of the adipose-derived stem cells(ADSCs).The adipogenic and osteogenic differentiation induction was conducted,and the multidirectional differentiation potential of the ADSCs was detected by oil Red O and Alizarin red staining.Western blotting and immunofluorescence methods were used to detect the positive expressions of the ADSCs markers CD29 and CD44;the ADSC-Exos were extracted by Exos isolation kit,and the morphology,size,and distribution of particle size of the ADSC-Exos were examined by transmission electron microscope and nanoparticle tracking analyzer;the expression levels of exosome-specific markers CD9 and TSG101 proteins in the ADSC-Exos were detected by Western blotting method;the uptake of ADSC-Exos by the macrophages was observed by tracing method.The macrophages RAW264.7 were divided into control group,10 mg·L-1 ADSC-Exos group,20 mg·L-1 ADSC-Exos group,and 40 mg·L-1 ADSC-Exos group.The activities of the macrophages in various groups were detected by 5-ethynyl-2'-deoxyuridine(EdU)staining;the number of migration macrophages in various groups was detected by Transwell chamber assay;the adhesion of macrophages in various groups was observed by fluorescence microscope.Results:After 24 h of primary culture,the ADSCs adhered to the wall and exhibited scattered,elongated shapes;after 7 d of culture,the adherent cells showed a comb-like,vortex-like orderly arrangement,resembling fibroblasts;after 10 passages,the irregular morphology of the ADSCs and decreased proliferation rate were found.The isolated ADSCs showed potential for the osteogenic and adipogenic differentiation,and the expressions of CD29 and CD44 proteins were positive.The transmission electron microscope observation resuls showed that the ADSC-Exos appeared disc-shaped,and the main peak of particle size distribution was around 132 nm.The CD9 and TSG101 proteins were positively expressed in the ADSC-Exos,indicating successful extraction.The fluorescence microscope results showed red fluorescence signals around the nuclei of the RAW264.7 cells,indicating the uptake of ADSC-Exos by the macrophages.Compared with control group,the rates of EdU positive cells in 10,20,and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05);compared with 10 mg·L-1 ADSC-Exos group,the rate of EdU positive cells in 20 mg·L-1 ADSC-Exos group was significantly increased(P<0.05).Compared with control group,the numbers of migration cells in 10,20,and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05);compared with 10 mg·L-1 ADSC-Exos group,the numbers of migration cells in 20 and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05).Compared with control group,the numbers of the adherent macrophages in 10,20,and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05);compared with 10 mg·L-1 ADSC-Exos group,the number of adherent macrophages in 20 mg·L-1 ADSC-Exos group was significantly increased(P<0.05).Conclusion:The ADSC-Exos can be internalized by the macrophages and they can enhance the migration ability of the macrophages by affecting the cell adhesion.
7.Analysis of the molecular epidemiological characteristics of carbapenem-resistant Klebsiella pneumoniae in a hospital in Hunan Province
Xingwang NING ; Yongxue TANG ; Siyu WANG ; Xiaomei WANG ; Huibin ZHU ; Xiaobing XIE ; Qingyu LIU
Chinese Journal of Preventive Medicine 2024;58(7):1041-1047
To examine the molecular epidemiology of carbapenem-resistant Klebsiella pneumoniae (CRKP) and investigate the horizontal transmission of blaKPC and blaNDM genes for the prevention and treatment of CRKP. A total of 49 clinically isolated CRKP strains were retrospectively analyzed from January to December 2022 at The First Hospital of Hunan University of Chinese Medicine. Phenotypic screening was performed using modified carbapenem inactivation assay (mCIM) and EDTA-carbapenem inactivation assay (eCIM). Polymerase chain reaction (PCR) was utilized to identify carbapenem resistance genes, β-lactamase resistance genes, and virulence genes, while multi-locus sequence analysis (MLST) was employed to assess the homology of CRKP strains. Conjugation experiments were conducted to infer the horizontal transmission mechanism of blaKPC and blaNDM genes. The results showed that the study included 49 CRKP strains, with 44 carrying blaKPC and 8 carrying blaNDM, Three strains were identified as blaKPC+ blaNDM-CRKP. In this study, 28 out of 49 CRKP strains (57.2%) were found to carry virulence genes. Additionally, one CRKP strain tested positive in the string test and was found to carry both Aerobactin and rmpA virulence genes. MLST results revealed a total of 5 ST types, with ST11 being predominant (41/49, 83.7%). Successful conjugation was observed in all 3 blaKPC-CRKP strains, while only 1 out of 3 blaNDM-CRKP strains showed successful conjugation. The transconjugant exhibited significantly reduced susceptibility to imipenem and cephalosporin antibiotics. In conclusion, the resistance mechanism of CRKP in this study is primarily attributed to the production of KPC enzymes, along with the presence of multiple β-lactamase resistance genes. Additionally, there is a local prevalence of hv-CRKP and blaKPC+ blaNDM-CRKP. blaKPC and blaNDM can be horizontally transmitted through plasmids, with varying efficiency among different strains.
8.Application of CT-guided intracavitary/freehand interstitial brachytherapy in radical radiotherapy for cervical cancer
Yang LI ; Mengyu LIU ; Ping YIN ; Yue LI ; Chenjing ZHU ; Li LIN ; Siyu ZHANG ; Zhihua SUN ; Hanzi XU
Chinese Journal of Radiological Health 2024;33(4):447-453
Objective To investigate the clinical application of three-dimensional intracavitary/free-hand interstitial brachytherapy technique in radical radiotherapy for cervical cancer. Methods A retrospective study was conducted on the clinical data of patients with cervical cancer who underwent radical radiotherapy using CT-guided three-dimensional intracavitary/free-hand interstitial brachytherapy technique in The Affiliated Cancer Hospital of Nanjing Medical University from April 2019 to September 2021. The short-term efficacy and adverse reactions were analyzed, and the independent predictors affecting short-term efficacy were evaluated by logistic risk regression model. Results A total of 182 patients were included, and all patients successfully completed the treatment. Clinical efficacy assessment performed 3 months after treatment revealed an overall response rate of 90.65%; the incidence of grade 3 and 4 adverse reactions in the lower gastrointestinal tract was 4.4% during treatment. After reclassifying stage IIIC patients according to the International Federation of Gynecology and Obstetrics (FIGO) 2009 staging system and including factors affecting the stage, it was found that the tumor volume before brachytherapy was the main factor affecting the clinical efficacy of patients at this stage (P = 0.004). Conclusion As a key method in radical radiotherapy for cervical cancer, three-dimensional intracavitary/free-hand interstitial brachytherapy technique is safe and effective and can be quickly popularized in primary hospitals beyond regional cancer centers for cervical cancer brachytherapy.
9.Therapeutic Effect of Gandou Decoction on Wilson's Disease with Dampness Heat Accumulation Accompanied by Rapid Eye Movement Sleep Behavior Disorder
Lei XU ; Xiaomin LI ; Hui WANG ; Enzhao ZHANG ; Siyu CHEN ; Hui HAN ; Hong ZHU ; Wei WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(8):126-133
ObjectiveTo explore the clinical efficacy of Gandou decoction in treating Wilson's disease (WD) with dampness heat accumulation accompanied by rapid eye movement (REM) sleep behavior disorder (RBD). MethodFrom April 2019 to August 2023,62 patients with dampness heat accumulation type WD accompanied by RBD who met the inclusion criteria were selected from the Department of Encephalopathy at the First Affiliated Hospital of Anhui University of Chinese Medicine. They were randomly divided into a control group and an observation group with 31 cases each using a computer distributor. The control group received routine copper removal treatment,while the observation group received additional treatment with Gandou decoction on the basis of the control group. Eight days was one course of treatment,totaling three courses. The scores of traditional Chinese medicine syndromes,RBD screening questionnaire (RBDSQ) scores,RBD questionnaire-Hong Kong (RBDQ-HK) scores,polysomnography (PSG) parameters,24-hour urine copper (24 h U-Cu) levels,and non-ceruloplasmin-bound copper (NCC) levels between the two groups before and after treatment were compared,and adverse reactions were observed. ResultSixty trial cases were ultimately completed,with 30 cases in each group. Before treatment,there was no statistically significant difference in various indicators between the two groups, and thus they were comparable. Compared with those before treatment,the traditional Chinese medicine syndrome scores,RBDSQ scores and RBDQ-HK scores of the two groups were significantly reduced,the 24 h U-Cu levels were significantly increased,and the NCC levels were significantly reduced (P<0.05,P<0.01). Compared with the control group, the observation group showed better improvement in traditional Chinese medicine syndrome scores, RBDSQ scores, RBDQ-HK scores, and NCC levels (P<0.05,P<0.01). Compared with those before treatment,the total sleep time (TST),sleep efficiency (SE),sleep/REM latency,the proportion of N1/N2/REM stages,arousal index (ARI),and proportion of phasic electromyographic activity (P-EMG-A) were significantly improved in both groups (P<0.05). Compared with the control group after treatment,the observation group showed more significant improvements in the proportion of TST,SE,REM stages,ARI,and P-EMG-A proportion (P<0.05). ConclusionGandou decoction can not only improve the traditional Chinese medicine syndrome of WD patients with dampness heat accumulation accompanied by RBD but also alleviate their RBD symptoms.
10.Canagliflozin attenuates human podocyte injury through inhibiting reactive oxygen species/NOD-like receptor thermal protein domain associated protein 3 signaling pathway
Yanlu CHENG ; Ying CHEN ; Yanan WANG ; Siyu LI ; Li WANG ; Hao WANG ; Bingbing ZHU
Chinese Journal of Nephrology 2024;40(1):42-48
Objective:To investigate the efficacy and mechanism of canagliflozin (Cana) in the treatment of high glucose-induced human podocyte (HPC) injury.Methods:The HPCs were divided into 5 groups: normal glucose group (NG group), mannitol group (MA group), high glucose group (HG group), Cana low dose (0.3 μmol/L) group and Cana high dose (1.0 μmol/L) group. Western blotting was used to examine the protein expressions of membrane-associated guanylate kinase inverted-2 (MAGI2), podocyte-associated protein nephrin, sodium-glucose transporter 2 (SGLT2), NOD-like receptor thermal protein domain associated protein 3 (NLRP3), apoptosis- associated speck-like protein containing a CARD (ASC), and cleaved-caspase1 in podocytes. Phalloidin staining of F-actin in podocytes was used to observe cytoskeletal injury. Intracellular reactive oxygen species (ROS) level of HPC was detected by the 2',7'-dichlorodihydrofluorescein diacetate (DCFH-DA) probe. Levels of interleukin (IL)-18 and IL-1β in culture medium of podocytes were detected by enzyme-linked immunosorbent assay (ELISA).Results:(1) Compared with the NG group, the protein expressions of MAGI2 and nephrin decreased (both P<0.01), the protein expression of SGLT2 increased ( P<0.01), the changes of cell morphology and cytoskeleton remodeling were obvious, intracellular ROS level increased ( P<0.01), while NLRP3, ASC and cleaved-caspase1 protein expressions decreased in the HG group (all P<0.01). The results of ELISA showed that IL-18 and IL-1β concentrations were higher in the HG group (both P<0.05). (2) Compared with the HG group, in the Cana groups, MAGI2 and nephrin expressions up-regulated (both P<0.01), the changes of cell morphology and cytoskeleton remodeling were alleviated. Meanwhile the Cana groups showed decreased SGLT2 expression ( P<0.05), lower ROS level, down- regulated NLRP3, ASC, cleaved-caspase1 expressions (all P<0.01), and decreased concentrations of IL-18 and IL-1β in culture medium of podocytes (both P<0.05). Conclusion:Cana can improve high glucose-induced injury and inflammation in human podocyte, possibly due to the repression of the ROS/NLRP3 signaling pathway.


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