1.Controllability Analysis of Structural Brain Networks in Young Smokers
Jing-Jing DING ; Fang DONG ; Hong-De WANG ; Kai YUAN ; Yong-Xin CHENG ; Juan WANG ; Yu-Xin MA ; Ting XUE ; Da-Hua YU
Progress in Biochemistry and Biophysics 2025;52(1):182-193
ObjectiveThe controllability changes of structural brain network were explored based on the control and brain network theory in young smokers, this may reveal that the controllability indicators can serve as a powerful factor to predict the sleep status in young smokers. MethodsFifty young smokers and 51 healthy controls from Inner Mongolia University of Science and Technology were enrolled. Diffusion tensor imaging (DTI) was used to construct structural brain network based on fractional anisotropy (FA) weight matrix. According to the control and brain network theory, the average controllability and the modal controllability were calculated. Two-sample t-test was used to compare the differences between the groups and Pearson correlation analysis to examine the correlation between significant average controllability and modal controllability with Fagerström Test of Nicotine Dependence (FTND) in young smokers. The nodes with the controllability score in the top 10% were selected as the super-controllers. Finally, we used BP neural network to predict the Pittsburgh Sleep Quality Index (PSQI) in young smokers. ResultsThe average controllability of dorsolateral superior frontal gyrus, supplementary motor area, lenticular nucleus putamen, and lenticular nucleus pallidum, and the modal controllability of orbital inferior frontal gyrus, supplementary motor area, gyrus rectus, and posterior cingulate gyrus in the young smokers’ group, were all significantly different from those of the healthy controls group (P<0.05). The average controllability of the right supplementary motor area (SMA.R) in the young smokers group was positively correlated with FTND (r=0.393 0, P=0.004 8), while modal controllability was negatively correlated with FTND (r=-0.330 1, P=0.019 2). ConclusionThe controllability of structural brain network in young smokers is abnormal. which may serve as an indicator to predict sleep condition. It may provide the imaging evidence for evaluating the cognitive function impairment in young smokers.
2.Association between behavioral lifestyle and incidence of cardiovascular disease in elderly people
Juan CHEN ; Xiaofeng MA ; Hong WANG
Journal of Public Health and Preventive Medicine 2025;36(1):152-155
Objective To investigate the lifestyle and cardiovascular disease in the elderly and analyze their association. Methods A simple random sampling method was used to select the elderly aged 60 years and above in a community of Xining from September 2022 to September 2023 as the study subjects. General demographic characteristics, prevalence of cardiovascular disease, living habits and activity status were collected by questionnaire. Demographic characteristics and life behavior habits were compared between the diseased and non-diseased groups, and multivariate logistic regression was used to analyze the influencing factors of cardiovascular disease in the elderly. Results A total of 784 subjects, 259 (33.04%) suffered from cardiovascular disease, with coronary heart disease and hypertension being the most common. In terms of disease risk, males were 1.378 times higher than females, non-income groups were 1.394 times higher than income groups, receiving health education/popular science < 1 time/month groups were 1.533 times higher than ≥ 2 times/month groups, combined diabetes or obesity groups were 1.490 times and 1.470 times higher than non-diabetes or obesity groups, salty fresh taste groups were 1.690 times higher than light taste groups, fresh fruit intake frequency ≤ 3 times/week groups were 1.492 times higher than >7 times/week groups, smoking ≥ 30 cigarettes/month groups were 2.257 times higher than non-smoking groups, drinking ≥ 2 liquors or 500 ml beer/day groups were 1.569 times higher than non-drinking groups, irregular physical examination habits groups were 1.619 times higher than regular physical examination habits groups, aerobic exercise did not reach the standard groups were 1.454 times higher than the standard groups. Conclusion Lifestyle is associated with cardiovascular disease in the elderly. It is important to carry out targeted health education and advocate healthy behavior lifestyle to prevent and treat cardiovascular disease.
3.Effect of Guiqi Yiyuan Ointment on Lewis Lung Cancer Mice by Increasing Autophagic Flux and Stabilizing PD-L1 Expression Through Regulation of ERK Signaling Pathway
Nan YANG ; Qiangping MA ; Jianqing LIANG ; Kejun MIAO ; Shang LI ; Jintian LI ; Juan LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):107-114
ObjectiveTo investigate the antitumor effect and mechanism of Guiqi Yiyuan ointment on Lewis lung cancer mice based on the extracellular regulatory protein kinase (ERK) signaling pathway. MethodsA Lewis lung cancer mouse model was established. Except for the blank group, the model mice were randomly divided into the model group, Guiqi Yiyuan ointment low, medium, and high dose groups, and the extracellular ERK1/2 inhibitor group, with 10 mice per group. The Guiqi Yiyuan ointment was administered by gavage at doses of 1.75, 3.5, 7.0 g·kg-1·d-1 for the low, medium, and high dose groups, respectively. The ERK1/2 inhibitor group was given the ERK1/2 inhibitor LY3214996 (100 mg·kg-1·d-1) by gavage. The treatment was administered for 14 consecutive days, after which samples were collected. Tumor histopathological changes were observed using hematoxylin-eosin (HE) staining. Transmission electron microscopy was used to observe ultrastructural changes in tumor cells. Immunofluorescence was performed to measure the phosphorylation of ERK1/2 (p-ERK1/2) and the expression of programmed cell death ligand-1 (PD-L1) in tumor tissues. Western blot and real-time quantitative polymerase chain reaction (Real-time PCR) were used to detect the expression of p-ERK1/2, PD-L1, the autophagy marker Beclin-1, the autophagic protein p62, and the microtubule-associated protein light chains LC3Ⅰ and LC3Ⅱ at both the protein and gene levels. ResultsCompared with the model group, the average tumor weight was significantly reduced in the low and medium dose groups of Guiqi Yiyuan ointment (P<0.05), and markedly reduced in the high dose and inhibitor groups (P<0.01). Tumor cells in all treatment groups became progressively irregular, with ruptured nuclei and expanded areas of cell disintegration and necrosis. The number of organellar ablations in tumor tissues increased, and the number of autophagic vesicles also increased in all groups. The mean fluorescence intensity of p-ERK1/2 and PD-L1 was reduced in the low and medium dose groups of Guiqi Yiyuan ointment (P<0.05), and significantly reduced in the high dose and inhibitor groups (P<0.01). The mRNA expression of ERK1/2, PD-L1, Beclin-1, and p62 was reduced in the medium dose group (P<0.05), while LC3Ⅰ/Ⅱ mRNA expression was elevated (P<0.05). In the high dose and inhibitor groups, mRNA expression of ERK1/2, PD-L1, Beclin-1, and p62 was significantly reduced (P<0.01), while LC3Ⅰ/Ⅱ mRNA expression was significantly increased (P<0.01). Protein expression of p-ERK1/2, PD-L1, Beclin-1, and p62 was reduced in the medium dose group (P<0.05), and LC3Ⅰ/Ⅱ protein expression was elevated (P<0.05). In the high dose and inhibitor groups, protein expression of p-ERK1/2, PD-L1, Beclin-1, and p62 was significantly reduced (P<0.01), while LC3Ⅰ/Ⅱ protein expression was significantly elevated (P<0.01). ConclusionGuiqi Yiyuan ointment may inhibit the activation of the ERK signaling pathway, downregulate the expression of p-ERK1/2, promote autophagic flux in tumor cells, and regulate the expression of PD-L1, thereby exerting an inhibitory effect on tumor growth in Lewis lung cancer mice.
4.Psychometric properties of self-report questionnaires in evaluating blended learning in health science university students: A systematic review.
Valentin C. DONES III ; Maria Teresita B. DALUSONG ; Donald G. MANLAPAZ ; Juan Alfonso S. ROJAS ; Ma. Bianca Beatriz P. BALLESTEROS ; Ron Kevin S. FLORES ; Kaela Celine C. HO ; Jose Angelo D. MONREAL ; Audrey Marie A. NARCELLES ; Jose Joaquin R. REYES ; Lianna Andrea B. SANGATANAN
Acta Medica Philippina 2025;59(Early Access 2025):1-14
BACKGROUND
Due to the COVID-19 outbreak, schools had to switch online. The sudden transition to blended teaching and learning (BTL) poses challenges for students and teachers, especially for health science programs that require hands-on practical experience. The validity, reliability, and responsiveness of these self-report questionnaires (SRQs) should be established to ensure the accuracy of the results as intended by the SRQ.
OBJECTIVESThis study critically appraised, compared, and summarized the psychometric properties of SRQ evaluating BTL among health science university students. This review determined the SRQ’s reliability, internal consistency, various forms of validity (content, criterion, construct), and responsiveness.
METHODSFollowing a 10-step procedure based on COSMIN guidelines, we conducted a systematic review of SRQs used by health science university students to evaluate blended teaching and learning. Studies were eligible if they reported psychometric properties of SRQs related to blended learning among university health science students; exclusions included studies focusing on perceptions, attitudes, self-efficacy, and satisfaction, as well as articles such as biographies, editorials, and conference materials. Searches covered multiple electronic databases until April 26, 2023, including PubMed, EMBASE, Web of Science, MEDLINE (OVID), PsycInfo, CINAHL, EBSCOHOST, ERIC, Scopus, Science Direct, Google Scholar, JSTOR, Acta Medica Philippina, Philippine Journal of Health Research and Development, and HERDIN, managed through Zotero. Two independent reviewers performed database searches, title and abstract screening, and full-text evaluations, with a third reviewer resolving any disputes. The COSMIN Risk of Bias Checklist was employed to evaluate included studies on the development and various measurement properties of SRQs. The reviewers assessed SRQ standards, including validity, reliability, internal consistency, measurement error, responsiveness, interpretability, and feasibility. Data extraction and result tabulation were independently completed, with content comparison by two health education experts. This evaluation categorized the SRQs into three quality and validity levels.
RESULTSThe study examined five articles; four were rated as 'doubtful' and one as 'inadequate' in the overall development of SRQ. All four 'doubtful' studies demonstrated questionable content validity when university students were asked about the questionnaire's relevance, comprehensiveness, and comprehensibility. Only half of these studies achieved an 'adequate' rating for content validity based on expert opinions on relevance and comprehensiveness. All but one study scored from 'very good' to 'adequate' in structural validity. Three out of the four studies scored a very good rating for internal consistency, while one was deemed 'inadequate' in internal consistency, cross-cultural validity, and reliability. Three out of four studies scored 'very good' on construct validity, but all overlooked criterion validity and responsiveness. Conducted in various locations, including Australia, Romania, Turkey, and Taiwan, these studies highlighted both common characteristics and limitations in questionnaire development according to the COSMIN guidelines. Four studies were deemed reliable and valid for BTL constructs (Category A); Wu et al. requires further validation (Category B). Study limitations included heterogeneity in populations, settings, and questionnaire versions, potential subjective bias in SRQ content comparison, and the evolving nature of SRQs in blended learning contexts.
CONCLUSIONThe systematic review reports the development and evaluation of SRQs for BTL while identifying gaps in their applicability to health science programs. The Blended Learning Scale (BLS) of Lazar et al. and the Blended Learning Questionnaire (BLQ) of Ballouk et al. showed an ‘adequate' rating for content validity. BLS revealed very good structural validity, internal consistency, and adequate content validation. Although the BLQ lacked Confirmatory Factor Analysis, it yielded valuable constructs for evaluating health sciences students' experiences in BTL. Both tools require improvements on recall period, completion time, interpretability, and feasibility. The review underscores the necessity for cont inuous assessment and enhancement of such instruments in BTL, advocating a rigorous scale development process. Furthermore, it encourages the customization of teaching and learning evaluation tools to suit specific institutional contexts while promoting further validation of these questionnaires across different populations in future research.
Human ; Psychometrics ; Checklist ; Self Report ; Universities ; Health Education
5.Impact of the number of microsatellite markers on the analysis of population genetic diversity of Schistosoma japonicum
Juan LONG ; Lang MA ; Hongying ZONG ; Zhipeng ZHOU ; Hao YAN ; Qinping ZHAO
Chinese Journal of Schistosomiasis Control 2025;37(3):239-246
Objective To examine the impact of different numbers of microsatellite markers on the analysis of population genetic diversity of Schistosoma japonicum, so as to provide insights into studies on the population genetic diversity of S. japonicum. Methods Oncomelania hupensis snails were collected from a wasteland in Gong’an County, Hubei Province, and 37 S. japonicum-infected O. hupensis snails were identified using the cercarial shedding method. A single cercaria released from each S. japonicum-infected O. hupensis snail was collected, and 10 cercariae were randomly collected from DNA extraction. Nine previously validated microsatellite loci and 15 additional microsatellite loci screened from literature review and the GenBank database and confirmed with stable amplification efficiency were selected as molecular markers. Genomic DNA from cercariae was subjected to three multiplex PCR amplifications of microsatellite markers with the Type-it Microsatellite PCR kit, and genotyped using capillary electrophoresis. The population genetic diversity of S. japonicum cercariae DNA was analyzed with observed number of alleles (Na), effective number of alleles (Ae), observed heterozygosity (Ho), expected heterozygosity (He), and polymorphism information content (PIC), and tested for Hardy-Weinberg equilibrium (HWE) and linkage disequilibrium (LD). To further investigate the impact of the number of microsatellite loci on the population genetic diversity of S. japonicum, the number of microsatellite markers was sequentially assigned from 1 to 24, and the mean and standard deviation of Na were calculated for S. japonicum populations at different locus numbers. In addition, the coefficient of variation (CV) of allelic number (defined as the ratio of the standard deviation to the mean) was determined, and the variation in Na with increasing microsatellite locus numbers was analyzed. Results Genomic DNA from 345 S. japonicum cercariae was selected for genotyping of 24 microsatellite markers, and all 24 microsatellite loci met linkage equilibrium (standardized linkage disequilibrium coefficient D′ < 0.7, r2 < 0.3) and deviated from Hardy-Weinberg equilibrium (P < 0.001). The mean Na, Ae, Ho and He were 27.46 ± 2.18, 12.46 ± 0.95, 0.46 ± 0.03, and 0.91 ± 0.01 for 24 microsatellite loci in S. japonicum cercarial populations, respectively, and PIC ranged from 0.85 to 0.96, indicating high genome-wide representativeness of 24 microsatellite loci. The mean value of Na-Ae was higher in genotyping with 9 previously validated microsatellite loci (19.88 ± 8.43) than with all 24 loci (14.99 ± 8.09). As the number of microsatellite loci increased, the mean Na showed no significant variation; however, the standard deviation gradually decreased. Notably, if the locus number reached 18 or more, the variation in the standard deviation of Na remarkably reduced. In addition, the standard deviation of Na at 18 loci was less than 5% of the mean Na at 24 loci, with a CV of 4.6%. Conclusions The number of microsatellite loci significantly affects the population genetic diversity analysis of S. japonicum. Eighteen or more microsatellite loci are recommended for analysis of the population genetic diversity of S. japonicum under the current conditions of low-prevalence infection and unbalanced genetic distribution of S. japonicum.
6.Blood transfusion in elective gynecological surgeries in the Philippines: A multicenter study.
Maria Antonia E. HABANA ; Ma. Carmen H. QUEVEDO ; Elisa O. TIU ; Maria Corazon Zaida Noblejas GAMILLA ; Madonna Victoria C. DOMINGO ; Maria Virginia S. ABALOS ; Maria Lourdes K. OTAYZA ; Amelia A. VEGA ; Lynnette R. LU-LASALA ; Czarina Juliana L. ALCARAZ ; Efren J. DOMINGO ; Nancy Marie S. GAMO ; Delfin A. TAN
Philippine Journal of Obstetrics and Gynecology 2025;49(2):106-113
BACKGROUND
Intraoperative transfusion for gynecologic surgery, when appropriately used, can improve patient outcomes. However, when utilized incorrectly, blood transfusion can worsen patient outcomes and increase patient cost. This study aimed to evaluate the blood transfusion practices of tertiary hospitals in the Philippines.
METHODSThe study utilized a cross-sectional design wherein prospective data were gathered through multiple sources across seven tertiary-level hospitals. Women admitted to undergo gynecologic surgery were recruited based on a set of criteria. A chart review was conducted, and blood utilization indices were calculated. Outcomes were compared between public versus private facilities and transfused versus nontransfused patients.
RESULTSAmong 514 patients, 79.7% underwent cross-matching and 75.1% received transfusions. Adverse events were rare, with no transfusion-related deaths. The overall crossmatch-to-transfusion ratio (C/T ratio) was 2.8, exceeding the 2.5 optimal benchmark; all public hospitals recorded a C/T ratio >2.5, whereas private centers had more efficient usage. Six hospitals met acceptable benchmarks for transfusion probability and transfusion index. Open abdominal procedures, particularly hysterectomy, accounted for the most blood used. Transfused patients had longer operative times, greater blood loss, lower preoperative hemoglobin, and more frequently involved resident physicians in training. Public hospitals recorded higher cross-match and transfusion rates, greater resident physician participation, and broader use of general anesthesia.
CONCLUSIONResults of the study highlight the importance of monitoring blood transfusion parameters to optimize blood utilization. The observed differences between public and private institutions in the country highlight the urgent need for standardized and evidence-based practice to ensure efficient transfusion protocols nationwide.
Human ; Female ; Blood Transfusion
7.Psychosocial interventions for mental health problems of in-patients in non-psychiatry units of selected tertiary hospitals in the Philippines: A mixed-methods approach.
Ma. Cynthia R. LEYNES ; Ma. Kristine Joy S. CALVARIO ; Victoria Patricia DE LA LLANA ; Joffrey Sebastian E. QUIRING ; Norieta C. BALDERRAMA ; Victor A. AMANTILLO JR. ; Anna Josefina VAZQUEZ-GENUINO ; Bihildis C. MABUNGA ; Joan Mae PEREZ-RIFAREAL ; Candice F. GENUINO-MONTAÑO
Acta Medica Philippina 2025;59(12):28-43
OBJECTIVES
This study described the demographic and clinical profile, mental health problems, prevalence of psychiatric conditions, psychosocial interventions used, and outcomes of the management of mental health problems among in-patients admitted to non-psychiatry units of tertiary hospitals referred to mental health care providers; and described gender-disaggregated data related to mental health care providers and patients receiving psychosocial interventions in tertiary hospitals.
METHODSThis study employed a mixed-method design, using both qualitative and quantitative methodologies following the convergence model of triangulation. The following were the data sources: (1) cross-sectional review of charts of patients referred for psychosocial problems using the ICD-10 classification; (2) a survey of mental health service providers; (3) key informant interviews of mental health service providers; and (4) focus group discussions of mental health providers. All data were collated, compared, and contrasted, then analyzed using the convergence model of triangulation design.
RESULTSAmong the 3,502 patients in the chart review, 1,870 (53.40%) were males. The median age was 46.08 years and 92.06% were adults. The most common diagnosis among the patients were mood disorder (744, 21.25%) and organic mental disorder (710, 20.27%). Combination treatment of psychosocial intervention and pharmacology was the most common strategy received by patients. There was a higher proportion of patients admitted to public hospitals (996, 45.27%) who received psychosocial interventions only compared to those admitted to private hospitals (235, 18.05%). There were 3,453 out of 3,502 in-patients referred for psychiatric intervention. Of these 2,420 (70%) received psychoeducation, 2,365 (68.5%), received supportive psychotherapy/counseling, 535 (15.5%) family therapy, and 286 (8.3%) behavior modification. There were more patients given psychosocial interventions 2,541 (72.56%) who were discharged with instruction to follow-up, while around one in 10 (456, 13.02%) was not instructed to do a follow-up consultation. The types of interventions across all data sources were similar.
CONCLUSIONThe most common type of management for psychosocial problems of in-patients in tertiary hospitals was a combination of psychosocial intervention and pharmacotherapy. Psychoeducation, supportive psychotherapy/ counseling, and family therapy were the most often given psychosocial interventions. The patient-related reasons for the choice of interventions were patient’s medical status (diagnosis and severity of symptoms) and psychological status (psychological mindedness), while the provider-related factors influencing the choice of intervention were provider’s skills and personal preference. Moreover, resources (human and material) and service provision policies (treatment guidelines and aftercare interventions) were the most common hospital-related factors. Further prospective research to determine the associated patients, providers, and hospital factors in larger geographic and cultural settings will provide evidence for the effectiveness and outcomes of psychosocial interventions.
Human ; Counseling ; Psychotherapy ; Family Therapy ; Mental Health
8.Influence of COVID-19 infection on the early clinical efficacy of patients undergoing single valve replacement surgery: A retrospective cohort study
Liu XU ; Yongfeng HUO ; Lijun TIAN ; Yun ZHU ; Juan XIAO ; Ruiyan MA
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):634-638
Objective To investigate the impact of COVID-19 infection on the early clinical outcomes of patients undergoing valve replacement. Methods Perioperative data of patients who underwent single valve replacement at the Second Affiliated Hospital of Chinese People's Liberation Army Medical University from January to February 2023 were consecutively collected. Based on COVID-19 infection status, patients were divided into a COVID-19 group and a non-COVID-19 group. The perioperative data were compared between the two groups. Results A total of 136 patients were included, comprising 53 males and 83 females, with a mean age of (53.4±10.2) years. There were 32 patients receiving aortic valve replacements, 102 mitral valve replacements, and 2 tricuspid valve replacements. The COVID-19 group comprised 70 patients, and the non-COVID-19 group included 66 patients. No statistical difference was observed in the incidence of postoperative complications between the two groups [9.09% (6/66) vs. 11.43% (8/70), P=0.654]. However, the COVID-19 group had longer postoperative mechanical ventilation duration [1 201.00 (1 003.75, 1 347.75) min vs. 913.50 (465.50, 1 251.00) min, P=0.001] and ICU stay [3 (2, 3) days vs. 2 (2, 3) days, P<0.001] compared to the non-COVID-19 group. Additionally, troponin I [4.76 (2.55, 7.93) ng/mL vs. 2.66 (1.19, 5.65) ng/mL, P=0.001] and brain natriuretic peptide [608.50 (249.75, 1 150.00) pg/mL vs. 192.00 (100.93, 314.75) pg/mL, P<0.001] levels were significantly higher in the COVID-19 group. Conclusion For patients with single valve disease undergoing elective surgery, short-term outcomes after recovery from COVID-19 infection are favorable, with no significant increase in in-hospital mortality or postoperative complication rates.
9.Adolescent Smoking Addiction Diagnosis Based on TI-GNN
Xu-Wen WANG ; Da-Hua YU ; Ting XUE ; Xiao-Jiao LI ; Zhen-Zhen MAI ; Fang DONG ; Yu-Xin MA ; Juan WANG ; Kai YUAN
Progress in Biochemistry and Biophysics 2025;52(9):2393-2405
ObjectiveTobacco-related diseases remain one of the leading preventable public health challenges worldwide and are among the primary causes of premature death. In recent years, accumulating evidence has supported the classification of nicotine addiction as a chronic brain disease, profoundly affecting both brain structure and function. Despite the urgency, effective diagnostic methods for smoking addiction remain lacking, posing significant challenges for early intervention and treatment. To address this issue and gain deeper insights into the neural mechanisms underlying nicotine dependence, this study proposes a novel graph neural network framework, termed TI-GNN. This model leverages functional magnetic resonance imaging (fMRI) data to identify complex and subtle abnormalities in brain connectivity patterns associated with smoking addiction. MethodsThe study utilizes fMRI data to construct functional connectivity matrices that represent interaction patterns among brain regions. These matrices are interpreted as graphs, where brain regions are nodes and the strength of functional connectivity between them serves as edges. The proposed TI-GNN model integrates a Transformer module to effectively capture global interactions across the entire brain network, enabling a comprehensive understanding of high-level connectivity patterns. Additionally, a spatial attention mechanism is employed to selectively focus on informative inter-regional connections while filtering out irrelevant or noisy features. This design enhances the model’s ability to learn meaningful neural representations crucial for classification tasks. A key innovation of TI-GNN lies in its built-in causal interpretation module, which aims to infer directional and potentially causal relationships among brain regions. This not only improves predictive performance but also enhances model interpretability—an essential attribute for clinical applications. The identification of causal links provides valuable insights into the neuropathological basis of addiction and contributes to the development of biologically plausible and trustworthy diagnostic tools. ResultsExperimental results demonstrate that the TI-GNN model achieves superior classification performance on the smoking addiction dataset, outperforming several state-of-the-art baseline models. Specifically, TI-GNN attains an accuracy of 0.91, an F1-score of 0.91, and a Matthews correlation coefficient (MCC) of 0.83, indicating strong robustness and reliability. Beyond performance metrics, TI-GNN identifies critical abnormal connectivity patterns in several brain regions implicated in addiction. Notably, it highlights dysregulations in the amygdala and the anterior cingulate cortex, consistent with prior clinical and neuroimaging findings. These regions are well known for their roles in emotional regulation, reward processing, and impulse control—functions that are frequently disrupted in nicotine dependence. ConclusionThe TI-GNN framework offers a powerful and interpretable tool for the objective diagnosis of smoking addiction. By integrating advanced graph learning techniques with causal inference capabilities, the model not only achieves high diagnostic accuracy but also elucidates the neurobiological underpinnings of addiction. The identification of specific abnormal brain networks and their causal interactions deepens our understanding of addiction pathophysiology and lays the groundwork for developing targeted intervention strategies and personalized treatment approaches in the future.
10.Enhancement of tropane alkaloids biosynthesis in Atropa belladonna hariy root by overexpression of HnCYP82M3 and DsTRI genes
De-hui MU ; Yan-hong LIU ; Piao-piao CHEN ; Ai-juan TAN ; Bing-nan MA ; Hang PAN ; Ming-sheng ZHANG ; Wei QIANG
Acta Pharmaceutica Sinica 2024;59(3):775-783
Tropane alkaloids (TAs) are a class of anticholinergic drugs widely used in clinical practice and mainly extracted from plant, among which


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