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Tian Q, Li Q, Lai H, Shekara A, Li J, Wang S. Extraversion and the Brain: A Coordinate-Based Meta-Analysis of Functional Brain Imaging Studies on Positive Affect. J Evid Based Med 2025; 18:e12675. [PMID: 39877990 DOI: 10.1111/jebm.12675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 12/01/2024] [Accepted: 12/01/2024] [Indexed: 01/31/2025]
Abstract
OBJECTIVE Extraversion is a fundamental personality dimension that contributes to an individual's overall health and well-being. Many studies have examined the neural bases of extraversion but these results are inconsistent. This study adopted a meta-analysis approach to examine the brain activity correlates of extraversion by incorporating functional neuroimaging studies in the context of positive affect/emotional stimuli. METHODS A systematic literature search was performed in the databases of PubMed, Web of Science Core Collection, Embase, PsycInfo, CNKI, WanFang, and Weipu. The demographic characteristics and basic information of the included studies were first summarized. Then, a meta-analysis was conducted using anisotropic effect-size seed-based d mapping. Jackknife sensitivity analysis was next conducted to examine the reliability of the findings. Finally, meta-regression analysis was performed to test the potential demographic effects (i.e., sex and age) on the association between extraversion and brain activity. RESULTS A total of 11 studies were included in the meta-analysis. The results of meta-analysis revealed robust and consistent positive correlations between extraversion and activation of right inferior frontal gyrus/insula, right angular gyrus, and left precentral gyrus during positive affect processing. In contrast, brain activity in the right striatum during positive affect processing was negatively associated with extraversion. Additionally, meta-regression analysis revealed sex as a moderator in the relationship between extraversion and right insular activation. CONCLUSIONS Overall, our study is the first to provide a comprehensive understanding of functional brain activation patterns of extraversion, which may be helpful for targeting of specific brain regions in personalized interventions for extraversion-related psychological/physical illness.
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Affiliation(s)
- Qianqian Tian
- School of Teacher Education, Dali University, Dali, China
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Qingyuan Li
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Han Lai
- Department of Psychology, Army Medical University, Chongqing, China
| | - Aniruddha Shekara
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Jingguang Li
- School of Teacher Education, Dali University, Dali, China
| | - Song Wang
- School of Teacher Education, Dali University, Dali, China
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
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Krężel P, Połomska S, Jurczak A, Czajkowski G, Napieracz-Trzosek I, Wieder-Huszla S. Analysis of the Influence of Personality Traits on the Level of Knowledge and Health Behaviours of Cardiac Patients. J Clin Med 2024; 13:6856. [PMID: 39597999 PMCID: PMC11594659 DOI: 10.3390/jcm13226856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Revised: 11/05/2024] [Accepted: 11/13/2024] [Indexed: 11/29/2024] Open
Abstract
Background/Objectives: Numerous risk factors of cardiac diseases are influenced by health behaviours. An individual's health behaviours, somatic symptoms and even cardiac outcomes can be influenced by their personality. The aim of this study was to analyse the influence of personality traits on the knowledge and health behaviour of cardiac patients. Methods: The study was conducted at the Independent Public Voivodship Hospital in Szczecin on 180 patients in the invasive cardiology wards and the intensive cardiac care unit between July and September 2019. A self-developed questionnaire and the NEO-Five-Factor Inventory-3 (NEO-FFI) and Health Behaviour Inventory (HBI) standardised tools were used. Results: Respondents mostly linked the occurrence of cardiovascular disease with smoking (87.22%) and hypertension (85.56%). A large majority of the respondents (68.44%) knew the correct recommended values for blood pressure. This was also the case for total cholesterol-only 20.56% of the patients did not know the correct levels. Respondents experienced more difficulty in adhering to preventive measures-only 27.22% followed a low-fat diet and only half controlled their weight. The overall HBI scale score was 5.93 sten, which indicates an average score. The most intense personality trait among the respondents was extraversion (5.79), while the least intense was agreeableness (4.12). Neuroticism was found to be negatively correlated (p < 0.05) with healthy eating habits and a positive mental attitude. Extroverts, on the other hand, are more likely to take preventive action. Older and non-working individuals are more likely to exhibit health-promoting behaviours in all HBI categories (p < 0.05). Conclusions: The personality traits that have the greatest impact on health behaviour are extraversion, agreeableness and conscientiousness. Health practises also depend on gender, age and work activity. Further research on more diverse groups is needed.
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Affiliation(s)
- Patrycja Krężel
- Department of Specialized Nursing, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland; (A.J.); (I.N.-T.); (S.W.-H.)
| | - Sylwia Połomska
- Intensive Cardiac Care Unit, Independent Public Voivodship Hospital, Ul. Arkońska 4, 71-455 Szczecin, Poland;
| | - Anna Jurczak
- Department of Specialized Nursing, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland; (A.J.); (I.N.-T.); (S.W.-H.)
| | - Grzegorz Czajkowski
- Independent Unit of Emergency Medical Services, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland;
| | - Izabela Napieracz-Trzosek
- Department of Specialized Nursing, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland; (A.J.); (I.N.-T.); (S.W.-H.)
| | - Sylwia Wieder-Huszla
- Department of Specialized Nursing, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland; (A.J.); (I.N.-T.); (S.W.-H.)
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Troisi G, Marotta A, Lupiañez J, Casagrande M. Does personality affect the cognitive decline in aging? A systematic review. Ageing Res Rev 2024; 100:102455. [PMID: 39153600 DOI: 10.1016/j.arr.2024.102455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 08/03/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
Cognitive decline is a natural consequence of aging, but several genetic, environmental, and psychological factors can influence its trajectories. Among the most enduring factors, the Big Five personality traits - defined as relatively stable tendencies to think, behave, and react to the environment - can influence both directly (e.g., by physiological correlates) and indirectly (e.g., healthy or risky behaviors) the risk of developing dementia and mild cognitive impairment (MCI) - a preclinical form of cognitive decline. Despite the great amount of studies focusing on the relationship between personality and cognitive decline, an updated systematic synthesis of the results including a broader range of study designs is still lacking. This systematic review aims to summarize the findings of studies investigating: (i) differences in personality traits between groups of healthy individuals and those with MCI, (ii) the impact of personality traits on the risk for both MCI and dementia, and (iii) changes in personality traits among individuals progressing from normal cognition to MCI. Neuroticism emerged as a significant risk factor for MCI and dementia; Conscientiousness and Openness appear to offer protection against dementia and moderate cognitive decline. Overall, these findings suggest a pivotal role of personality structure in shaping cognitive outcomes on the long run.
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Affiliation(s)
- Giovanna Troisi
- Department of Psychology, University of Rome "Sapienza", Rome 00185, Italy; Department of Experimental Psychology, and Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain.
| | - Andrea Marotta
- Department of Experimental Psychology, and Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | - Juan Lupiañez
- Department of Experimental Psychology, and Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | - Maria Casagrande
- Department of Dynamic and Clinical Psychology and Health, University of Rome "Sapienza", Rome 00185, Italy
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Lone A, Othman Albotuaiba A. Association Between Big Five Personality Traits and Hypertension in Saudi Patients: A Case Control Study. Psychol Res Behav Manag 2023; 16:3427-3435. [PMID: 37664136 PMCID: PMC10473415 DOI: 10.2147/prbm.s416828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 08/05/2023] [Indexed: 09/05/2023] Open
Abstract
Background The association between personality traits and hypertension is complex and has so far not been studied in depth. Objective The present study aims to explore the connection between the Big Five personality traits and hypertension. Methods This case control study includes 310 participants, and the relationship between personality traits and hypertension was investigated in normotensive and hypertensive patients by the Big Five Inventory-10. We examined the association of each of the Big Five personality traits in hypertensive patients and a control group using binary logistic regression analysis. Results The findings of the study revealed that amongst the Big Five personality factors, low conscientiousness (OR: 1.09, 95% CI: 0.92-1.29, P<0.005) and high neuroticism (OR: 0.54, 95% CI: 0.45-0.66, P<0.001) were related with high risk of hypertension. Male, older people, and physically inactive individuals have been found to be at a higher risk of hypertension. No significant relationship was found between hypertension and marital status, education, or smoking habits. Conclusion These results suggested that a low score in conscientiousness trait and a high neuroticism score may be an additional risk factor of hypertension. Thus, it may be worthy to investigate further in order to identify patients at risk and develop a more individual treatment strategy. Cognitive behavioral therapy and pharmacological options can be used preemptively in high-risk patients.
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Affiliation(s)
- Ayoob Lone
- Department of Clinical Neurosciences, College of Medicine, King Faisal University, AlHasa, 31982, Saudi Arabia
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O'Riordan A, Young DA, Ginty AT. Physiological reactivity and habituation to acute psychological stress: The influence of trait extraversion. Biol Psychol 2023; 181:108599. [PMID: 37286097 DOI: 10.1016/j.biopsycho.2023.108599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 06/01/2023] [Accepted: 06/03/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND AND AIMS Adaptive physiological responses to stress have been suggested as a potential mechanism facilitating the association between extraversion and positive health outcomes. The present study examined the influence of extraversion on physiological reactivity and habituation to a standardized psychological stress task presented as two separate laboratory sessions approximately 48 days apart. METHODS The present study utilized data from the Pittsburgh Cold Study 3. Participants in the study (N = 213, mean age = 30.13, SD = 10.85 years; female = 42.3 %) completed a standardized stress testing protocol twice, at two separate laboratory sessions. The stress protocol consisted of a speech preparation period (5-minutes), a public specking task (5-minutes), and a mental arithmetic task with observation (5-minutes). Trait extraversion was assessed using 10-items from the international personality item pool (IPIP). Systolic blood pressure (SBP), diastolic blood pressure (DBP), mean arterial pressure (MAP), heart rate (HR) and salivary cortisol (SC) were assessed throughout a baseline phase and the stress task phase. RESULTS Extraversion was statistically significantly associated with larger DBP and HR reactivity in response to the initial stress exposure, as well as greater habituation of DBP, MAP and HR on repeated stress exposure. No statistically significant associations emerged between extraversion and SBP responses, SC responses or self-reported state affective responses. CONCLUSION Extraversion is associated with greater cardiovascular reactivity, as well as pronounced cardiovascular habituation to acute social stress. These findings may indicate an adaptive response pattern amongst highly extraverted individuals and a potential mechanism leading to positive health outcomes.
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Affiliation(s)
- Adam O'Riordan
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States.
| | - Danielle A Young
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
| | - Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
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O'Riordan A, Young DA, Tyra AT, Ginty AT. Extraversion is associated with lower cardiovascular reactivity to acute psychological stress. Int J Psychophysiol 2023; 189:20-29. [PMID: 37146652 DOI: 10.1016/j.ijpsycho.2023.04.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/16/2023] [Accepted: 04/28/2023] [Indexed: 05/07/2023]
Abstract
BACKGROUND AND AIMS Extraversion has been associated with positive physical health outcomes, with adaptive cardiovascular responses to stress being one potential physiological mechanism. The present study examined the influence of extraversion on both cardiovascular reactivity and cardiovascular habituation to an acute psychological stress task (Paced Auditory Serial Addition Test (PASAT)) in a sample of healthy undergraduate students. METHODS A sample of 467 undergraduate students completed the Big Five Inventory (BFI) to assess trait extraversion and attended a single stress testing session. The testing session included two identical stress-testing protocols, each consisting of a 10-minute baseline and 4-minute PASAT. Cardiovascular parameters including heart rate (HR), systolic/diastolic blood pressure (S/DBP) and mean arterial pressure (MAP) were recorded throughout the testing session. State measures of positive affect (PA) and negative affect (NA), as well as post task measures of self-reported stress were used to assess psychological experiences of the stress task. RESULTS Extraversion was significantly associated with lower self-reported stress in response to the initial stress exposure, but not the second stress exposure. Higher levels of extraversion were associated with lower SBP, DBP, MAP and HR reactivity in responses to both exposures to the stressor. However, no significant associations were observed between extraversion and cardiovascular habituation to recurring psychological stress. CONCLUSION Extraversion is associated with lower cardiovascular reactivity to acute psychological stress and this relationship persists upon repeated exposures to the same stressor. Cardiovascular responses to stress may indicate a potential mechanism facilitating the association between extraversion and positive physical health outcomes.
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Affiliation(s)
- Adam O'Riordan
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States.
| | - Danielle A Young
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
| | - Alexandra T Tyra
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
| | - Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
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Ning W, Yin J, Chen Q, Sun X. Effects of brief exposure to campus environment on students' physiological and psychological health. Front Public Health 2023; 11:1051864. [PMID: 37124805 PMCID: PMC10133537 DOI: 10.3389/fpubh.2023.1051864] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 03/15/2023] [Indexed: 05/02/2023] Open
Abstract
Experiences in natural environments can enhance human wellbeing and promote the recovery of physiological and psychological health. During the COVID-19 pandemic, university students' activity off-campus was limited, thus, the campus environment was particularly important for the recovery of students' physiological and psychological health. Although the benefits of sustained natural exposure are obvious for people's physiological and psychological health, the effects of brief exposure on physiological and psychological are unclear. In the present study, four types of campus environments, including square space, dense forest space, sparse forest space, and waterfront space, were selected to explore the transient recovery effects of different types of campus environments. Sixty university students were recruited, measuring their systolic blood pressure, diastolic blood pressure, and heart rate as physical parameters to assess stress recovery. Respondents also reported scores about their personal feelings in questionnaires to evaluate their psychological states. Both physiological and psychological indicators responded to the brief natural exposure (5 min), and physiological and psychological health was restored. However, only the recovery amounts of psychological indicators were significantly different in waterfront space, dense forest space, and sparse forest space. These results indicate that being compare with other spaces, the brief exposure in the waterfront space was the most beneficial to students' psychological health recovery. This recovery was attributed to the great role played by the sense of escape, but after the brief exposure, the attraction and compatibility of the environment would hinder the psychological health recovery. In conclusion, according to tests on both physiological and psychological aspects, the waterfront environment on campus is the best choice for students' transient health recovery.
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Affiliation(s)
- Wei Ning
- College of Forestry and Grassland Science, Jilin Agricultural University, Changchun, China
| | - Jiahui Yin
- College of Forestry and Grassland Science, Jilin Agricultural University, Changchun, China
| | - Qiang Chen
- Zonbong Huize Landscape Environmental Construction Limited, Changchun, China
| | - Xiaogang Sun
- College of Forestry and Grassland Science, Jilin Agricultural University, Changchun, China
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Liang XH, Ren YL, Liang XY, Chen JY, Qu P, Tang X. Relationship between quality of life and adolescent glycolipid metabolism disorder: A cohort study. World J Diabetes 2022; 13:566-580. [PMID: 36051423 PMCID: PMC9329843 DOI: 10.4239/wjd.v13.i7.566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 04/29/2022] [Accepted: 06/20/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The prevalence of glucolipid metabolic disorders (GLMDs) in children and adolescents has a recognized association with cardiovascular diseases and type 2 diabetes mellitus in adulthood. Therefore, it is important to enhance our under-standing of the risk factors for GLMD in childhood and adolescence.
AIM To explore the relationship between quality of life (QoL) and adolescent GLMD.
METHODS This study included 1956 samples in 2019 from a cohort study established in 2014. The QoL scale and glycolipid indexes were collected during follow-up; other covariates of perinatal factors, physical measures, and socioeconomic indicators were collected and adjusted. A generalized linear regression model and logistic regression model were used to analyse the correlation between QoL and GLMD.
RESULTS Higher scores of QoL activity opportunity, learning ability and attitude, attitude towards doing homework, and living convenience domains correlated negatively with insulin and homeostasis model assessment insulin resistance (IR) levels. Psychosocial factors, QoL satisfaction factors, and total QoL scores had significant protective effects on insulin and IR levels. Activity opportunity, learning ability and attitude, attitude towards doing homework domains of QoL, psychosocial factor, and total score of QoL correlated positively with high density lipoprotein. In addition, the attitude towards doing homework domain was a protective factor for dyslipidaemia, IR > 3, and increased fasting blood glucose; four factors, QoL and total QoL score correlated significantly negatively with IR > 3. In subgroup analyses of sex, more domains of QoL correlated with insulin and triglyceride levels, dyslipidaemia, and IR > 3 in females. Poor QoL was associated with an increased prevalence of GLMD, and the effect was more pronounced in males than in females. Measures to improve the QoL of adolescents are essential to reduce rates of GLMD.
CONCLUSION Our study revealed that QoL scores mainly correlate negatively with the prevalence of GLMD in adolescents of the healthy population. The independent relationship between QoL and GLMD can be illustrated by adjusting for multiple covariates that may be associated with glycaemic index. In addition, among females, more QoL domains are associated with glycaemic index.
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Affiliation(s)
- Xiao-Hua Liang
- Department of Clinical Epidemiology and Biostatistics, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing 400016, China
| | - Yang-Ling Ren
- Department of Clinical Epidemiology and Biostatistics, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing 400016, China
| | - Xiao-Yue Liang
- Department of Clinical Epidemiology and Biostatistics, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing 400016, China
| | - Jing-Yu Chen
- Ultrasound Department of Children’s Hospital of Chongqing Medical University, Children’s Hospital of Chongqing Medical University, Chongqing 400014, China
| | - Ping Qu
- Department of Clinical Epidemiology and Biostatistics, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing 400016, China
| | - Xian Tang
- Department of Clinical Epidemiology and Biostatistics, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing 400016, China
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Liu H. Applications of Artificial Intelligence to Popularize Legal Knowledge and Publicize the Impact on Adolescents' Mental Health Status. Front Psychiatry 2022; 13:902456. [PMID: 35722558 PMCID: PMC9199859 DOI: 10.3389/fpsyt.2022.902456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 04/21/2022] [Indexed: 11/13/2022] Open
Abstract
Artificial intelligence (AI) advancements have radically altered human production and daily living. When it comes to AI's quick rise, it facilitates the growth of China's citizens, and at the same moment, a lack of intelligence has led to several concerns regarding regulations and laws. Current investigations regarding AI on legal knowledge do not have consistent benefits in predicting adolescents' psychological status, performance, etc. The study's primary purpose is to examine the influence of AI on the legal profession and adolescent mental health using a novel cognitive fuzzy K-nearest neighbor (CF-KNN). Initially, the legal education datasets are gathered and are standardized in the pre-processing stage through the normalization technique to retrieve the unwanted noises or outliers. When normalized data are transformed into numerical features, they can be analyzed using a variational autoencoder (VAE) approach. Multi-gradient ant colony optimization (MG-ACO) is applied to select a proper subset of the features. Tree C4.5 (T-C4.5) and fitness-based logistic regression analysis (F-LRA) techniques assess the adolescent's mental health conditions. Finally, our proposed work's performance is examined and compared with classical techniques to gain our work with the greatest effectiveness. Findings are depicted in chart formation by employing the MATLAB tool.
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Affiliation(s)
- Hao Liu
- School of Law, Chongqing University, Chongqing, China
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Liang XH, Xiao L, Chen JY, Qu P, Tang X, Wang Y. The Determinants of Adolescent Glycolipid Metabolism Disorder: A Cohort Study. Int J Endocrinol 2022; 2022:6214785. [PMID: 35719191 PMCID: PMC9200567 DOI: 10.1155/2022/6214785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 05/09/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND The increased prevalence of glycolipid metabolism disorders (GLMD) in childhood and adolescents has a well-established association with adult type 2 diabetes and cardiovascular diseases; therefore, determinants of GLMD need to be evaluated during this period. OBJECTIVES To explore the prevalence of and risk factors for GLMD from the prenatal period through childhood and adolescence. METHODS A bidirectional cohort study which was established in 2014 and followed between March 1 and July 20, 2019, was used to illustrate the impact factors for GLMD. Stratified cluster sampling in urban-rural areas was used to include subjects from four communities in Chongqing. 2808 healthy children aged between 6 and 9 years in 2014 entered the cohort in 2014 and followed in 2019 with a follow-up rate of 70%. 2,136 samples (aged 11.68 ± 0.60 years) were included. RESULTS The prevalence rates of insulin resistance (IR), prediabetes/diabetes, and dyslipidemia were 21.02%, 7.19%, and 21.61%, respectively. Subjects with an urban residence, no pubertal development, dyslipidemia in 2014, higher family income, and higher parental education had significantly elevated fasting insulin (FI) or homeostasis model assessment of insulin resistance (HOMA-IR) levels; subjects with female sex, no pubertal development, dyslipidemia in 2014, obesity, gestational hypertension, maternal weight gain above Institute of Medicine guidelines, and single parents had increased triglyceride or triglyceride/high-density lipoprotein (HDL). Adolescents with rural residence had higher HbA1c level. CONCLUSION We observed that the prevalence of GLMD was high in childhood and adolescents, and rural-urban areas, sex, pubertal development, dyslipidemia in a younger age, maternal obesity, and hypertension were associated with increased GLMD risk, suggesting that implementing the community-family intervention to improve the GLMD of children is essential.
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Affiliation(s)
- Xiao-Hua Liang
- Clinical Epidemiology and Biostatistics Department of Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing, China
| | - Lun Xiao
- Centers for Disease Control and Prevention of Jiulongpo District, Chongqing, China
| | - Jing-Yu Chen
- Ultrasound Department of Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Ping Qu
- Clinical Epidemiology and Biostatistics Department of Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing, China
| | - Xian Tang
- Clinical Epidemiology and Biostatistics Department of Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Health and Nutrition, Chongqing, China
| | - Yuwei Wang
- Department of Laboratory Medicine, Laboratory for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chongqing Traditional Chinese Medicine Hospital, Chongqing, China
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