1.Establishment of RAA detection method for infectious laryngotracheitis virus
Wanying FENG ; Zhuanzhuan WANG ; Yining LIU ; Guangming CHEN ; Xiaohui GUO ; Weixin LI ; Weiqing LI ; Zhiqiang ZHANG ; Peiguo LI ; Zhaoxing ZHANG ; Tonglei WU ; Qinghui JIA
Chinese Journal of Veterinary Science 2025;45(2):212-218
The aim of this study is to establish a rapid,efficient,and sensitive method for detecting the infectious laryngotracheitis virus(ILTV).The DNA of ILTV was extracted and used as a tem-plate to develop a recombinant enzyme-mediated isothermal amplification(RAA)fluorescence de-tection method for ILTV through optimization of conditions,sensitivity analysis,and repeatability assessment.Additionally,the nucleic acids of avian influenza virus(AIV),IBV,and Newcastle dis-ease virus(NDV)were detected to verify the specificity of this method.Finally,this method was applied to analyze 59 clinical samples collected from multiple large-scale chicken farms in Hebei Province,and the results were compared with those obtained from real-time fluorescence quantifi-cation(qPCR)and PCR methods according to national standards.The results showed that the RAA detection method established in this study had a reaction system of 25.0 μL buffer,2.1 μL primer,0.6 μL probe,5.0 μL magnesium acetate,and 5.0 μL template.The reaction temperature was 39 ℃ and the amplification time was within 20 minutes.The sensitivity of this method was 101 copies/μL,and the specificity detection was 100%.Testing of 59 clinical samples showed that 17 were detected positive by both RAA fluorescence and qPCR,and 12 were detected by PCR,and the detection rate of RAA(fluorescence)was consistent with real-time fluorescence quantification and qPCR,which was higher than that of the PCR assay.The research results indicate that the RAA fluorescence method has a short detection time,good specificity and sensitivity,and can be used for rapid detection of ILTV.
2.Trends and future predictions of the burden of tracheal,bronchus,and lung cancer at-tributed to secondhand smoke in China from 1990 to 2021
Li FU ; Hu SHOUCAI ; Long HAI ; Hu GAWEI ; Liu BIN ; Zhang YANAN ; Ma HAOTIAN ; Yao WEIQING ; Li QINGXIN
Chinese Journal of Clinical Oncology 2025;52(16):834-842
Objective:To integrate and analyze the trend of the disease burden of tracheal,bronchus,and lung cancer(TBL)attributable to secondhand smoke in China from 1990 to 2021 and to analyze future projections,aiming to provide data support for the prevention and treatment of TBL in China.Methods:Based on the global burden of disease(GBD)2021 database,TBL with ICD-10 disease classification C33,C34-C34.92 was studied.Using secondhand smoke as a risk factor,the data on TBL mortality and disability-adjusted life year(DALY)due to secondhand smoke in China from 1990 to 2021 were further age-standardized.Using Joinpoint 4.7.1 regression analysis model to calculate annual percentage change(APC)and average annual percentage change(AAPC),Hiplot software was used to plot disease burden data for different ages and genders,and R 4.3.1 software was used to construct a grey model GM(1,1)to predict the predicted value and trend of TBL disease burden attributed to secondhand smoke in China from 2022 to 2031.Results:From 1990 to 2021,the TBL mortality rate,age-standardized mortality rate,and DALY rate attributed to secondhand smoke in China increased from 1.76/100 000,2.63/100 000,and 49.43/100 000 to 4.08/100 000,2.80/100 000,and 95.57/100 000,respectively;the growth was 131.18%,6.45%,and 93.34%;the age-standardized DALY rate decreased from 65.04/100 000 to 63.32/100 000 with the reduction of 2.65%.The results of the Joinpoint regres-sion showed that the AAPC(95%CI)of mortality,age-standardized mortality rate,and DALY rate for TBL were 2.75(2.58-2.93)%,0.16(0.11-0.21)%,and 2.15(2.11-2.18)%,respectively,with an overall increasing trend;the AAPC(95%CI)of age-standardized DALY rate was-0.14(-0.40-0.12)%,with an overall fluctuating and unchanged trend and it was higher in males than in females.In both 1990 and 2021,the TBL mortality rate attributable to secondhand smoke in China gradually increased with age,and the DALY rate first increased and then slowed down with age.The main groups of the burden of disease were the elderly and males.The grey prediction model GM(1,1)showed that the age-standardized mortality rate of TBL attributable to secondhand smoke from 2022 to 2031 showed a slow increasing trend,and the predicted value in 2031 would increase to 2.95/100 000.The age-standardized DALY showed a slow decreasing trend,and the predicted value in 2031 would decrease to 63.83/100 000.Conclusions:From 1990 to 2021,the TBL mortality,age-standardized mortality,and DALY rates attributable to secondhand smoke in China increased,and the age-standardized DALY rate decreased.Men and the elderly are the main groups affected by TBL.Appropriate measures should be formulated to reduce exposure to and contact with secondhand smoke,tak-ing into account gender and age differences.Additionally,efforts should be made to strengthen secondhand smoke prevention and public health education.
3.Gallstones, cholecystectomy, and cancer risk: an observational and Mendelian randomization study.
Yuanyue ZHU ; Linhui SHEN ; Yanan HUO ; Qin WAN ; Yingfen QIN ; Ruying HU ; Lixin SHI ; Qing SU ; Xuefeng YU ; Li YAN ; Guijun QIN ; Xulei TANG ; Gang CHEN ; Yu XU ; Tiange WANG ; Zhiyun ZHAO ; Zhengnan GAO ; Guixia WANG ; Feixia SHEN ; Xuejiang GU ; Zuojie LUO ; Li CHEN ; Qiang LI ; Zhen YE ; Yinfei ZHANG ; Chao LIU ; Youmin WANG ; Shengli WU ; Tao YANG ; Huacong DENG ; Lulu CHEN ; Tianshu ZENG ; Jiajun ZHAO ; Yiming MU ; Weiqing WANG ; Guang NING ; Jieli LU ; Min XU ; Yufang BI ; Weiguo HU
Frontiers of Medicine 2025;19(1):79-89
This study aimed to comprehensively examine the association of gallstones, cholecystectomy, and cancer risk. Multivariable logistic regressions were performed to estimate the observational associations of gallstones and cholecystectomy with cancer risk, using data from a nationwide cohort involving 239 799 participants. General and gender-specific two-sample Mendelian randomization (MR) analysis was further conducted to assess the causalities of the observed associations. Observationally, a history of gallstones without cholecystectomy was associated with a high risk of stomach cancer (adjusted odds ratio (aOR)=2.54, 95% confidence interval (CI) 1.50-4.28), liver and bile duct cancer (aOR=2.46, 95% CI 1.17-5.16), kidney cancer (aOR=2.04, 95% CI 1.05-3.94), and bladder cancer (aOR=2.23, 95% CI 1.01-5.13) in the general population, as well as cervical cancer (aOR=1.69, 95% CI 1.12-2.56) in women. Moreover, cholecystectomy was associated with high odds of stomach cancer (aOR=2.41, 95% CI 1.29-4.49), colorectal cancer (aOR=1.83, 95% CI 1.18-2.85), and cancer of liver and bile duct (aOR=2.58, 95% CI 1.11-6.02). MR analysis only supported the causal effect of gallstones on stomach, liver and bile duct, kidney, and bladder cancer. This study added evidence to the causal effect of gallstones on stomach, liver and bile duct, kidney, and bladder cancer, highlighting the importance of cancer screening in individuals with gallstones.
Humans
;
Mendelian Randomization Analysis
;
Gallstones/complications*
;
Female
;
Male
;
Cholecystectomy/statistics & numerical data*
;
Middle Aged
;
Risk Factors
;
Aged
;
Adult
;
Neoplasms/etiology*
;
Stomach Neoplasms/epidemiology*
4.Trends and future predictions of the burden of tracheal,bronchus,and lung cancer at-tributed to secondhand smoke in China from 1990 to 2021
Li FU ; Hu SHOUCAI ; Long HAI ; Hu GAWEI ; Liu BIN ; Zhang YANAN ; Ma HAOTIAN ; Yao WEIQING ; Li QINGXIN
Chinese Journal of Clinical Oncology 2025;52(16):834-842
Objective:To integrate and analyze the trend of the disease burden of tracheal,bronchus,and lung cancer(TBL)attributable to secondhand smoke in China from 1990 to 2021 and to analyze future projections,aiming to provide data support for the prevention and treatment of TBL in China.Methods:Based on the global burden of disease(GBD)2021 database,TBL with ICD-10 disease classification C33,C34-C34.92 was studied.Using secondhand smoke as a risk factor,the data on TBL mortality and disability-adjusted life year(DALY)due to secondhand smoke in China from 1990 to 2021 were further age-standardized.Using Joinpoint 4.7.1 regression analysis model to calculate annual percentage change(APC)and average annual percentage change(AAPC),Hiplot software was used to plot disease burden data for different ages and genders,and R 4.3.1 software was used to construct a grey model GM(1,1)to predict the predicted value and trend of TBL disease burden attributed to secondhand smoke in China from 2022 to 2031.Results:From 1990 to 2021,the TBL mortality rate,age-standardized mortality rate,and DALY rate attributed to secondhand smoke in China increased from 1.76/100 000,2.63/100 000,and 49.43/100 000 to 4.08/100 000,2.80/100 000,and 95.57/100 000,respectively;the growth was 131.18%,6.45%,and 93.34%;the age-standardized DALY rate decreased from 65.04/100 000 to 63.32/100 000 with the reduction of 2.65%.The results of the Joinpoint regres-sion showed that the AAPC(95%CI)of mortality,age-standardized mortality rate,and DALY rate for TBL were 2.75(2.58-2.93)%,0.16(0.11-0.21)%,and 2.15(2.11-2.18)%,respectively,with an overall increasing trend;the AAPC(95%CI)of age-standardized DALY rate was-0.14(-0.40-0.12)%,with an overall fluctuating and unchanged trend and it was higher in males than in females.In both 1990 and 2021,the TBL mortality rate attributable to secondhand smoke in China gradually increased with age,and the DALY rate first increased and then slowed down with age.The main groups of the burden of disease were the elderly and males.The grey prediction model GM(1,1)showed that the age-standardized mortality rate of TBL attributable to secondhand smoke from 2022 to 2031 showed a slow increasing trend,and the predicted value in 2031 would increase to 2.95/100 000.The age-standardized DALY showed a slow decreasing trend,and the predicted value in 2031 would decrease to 63.83/100 000.Conclusions:From 1990 to 2021,the TBL mortality,age-standardized mortality,and DALY rates attributable to secondhand smoke in China increased,and the age-standardized DALY rate decreased.Men and the elderly are the main groups affected by TBL.Appropriate measures should be formulated to reduce exposure to and contact with secondhand smoke,tak-ing into account gender and age differences.Additionally,efforts should be made to strengthen secondhand smoke prevention and public health education.
5.Establishment of RAA detection method for infectious laryngotracheitis virus
Wanying FENG ; Zhuanzhuan WANG ; Yining LIU ; Guangming CHEN ; Xiaohui GUO ; Weixin LI ; Weiqing LI ; Zhiqiang ZHANG ; Peiguo LI ; Zhaoxing ZHANG ; Tonglei WU ; Qinghui JIA
Chinese Journal of Veterinary Science 2025;45(2):212-218
The aim of this study is to establish a rapid,efficient,and sensitive method for detecting the infectious laryngotracheitis virus(ILTV).The DNA of ILTV was extracted and used as a tem-plate to develop a recombinant enzyme-mediated isothermal amplification(RAA)fluorescence de-tection method for ILTV through optimization of conditions,sensitivity analysis,and repeatability assessment.Additionally,the nucleic acids of avian influenza virus(AIV),IBV,and Newcastle dis-ease virus(NDV)were detected to verify the specificity of this method.Finally,this method was applied to analyze 59 clinical samples collected from multiple large-scale chicken farms in Hebei Province,and the results were compared with those obtained from real-time fluorescence quantifi-cation(qPCR)and PCR methods according to national standards.The results showed that the RAA detection method established in this study had a reaction system of 25.0 μL buffer,2.1 μL primer,0.6 μL probe,5.0 μL magnesium acetate,and 5.0 μL template.The reaction temperature was 39 ℃ and the amplification time was within 20 minutes.The sensitivity of this method was 101 copies/μL,and the specificity detection was 100%.Testing of 59 clinical samples showed that 17 were detected positive by both RAA fluorescence and qPCR,and 12 were detected by PCR,and the detection rate of RAA(fluorescence)was consistent with real-time fluorescence quantification and qPCR,which was higher than that of the PCR assay.The research results indicate that the RAA fluorescence method has a short detection time,good specificity and sensitivity,and can be used for rapid detection of ILTV.
6.Efficacy and safety of ropivacaine combined with oxycodone for iliac fascia nerve block analgesia in patients undergoing hip replacement
Xinyue ZHANG ; Yapeng HE ; Xianlin ZHU ; Weiqing LIU ; Yi ZHANG ; Zhengsong WAN ; Nana YAO ; Junying MOU
China Pharmacy 2025;36(8):951-955
OBJECTIVE To investigate the efficacy and safety of ropivacaine combined with oxycodone for the analgesia of iliac fascia nerve block in patients undergoing hip replacement.METHODS Sixty-six patients who underwent hip replacement at the Central Hospital of Enshi Tujia and Miao Autonomous Prefecture from October 2023 to April 2024 were selected and randomly divided into observation group and control group,with 33 cases in each group.Before induction of anesthesia,ultrasound-guided iliac fascial nerve block was performed.Patients in the observation group were treated with 0.33%ropivacaine+0.1 mg/kg oxycodone injection mixture 30 mL,and patients in the control group were treated with 0.33%ropivacaine injection 30 mL.The time of first postoperative rescue analgesia,24 h postoperative analgesic drug consumption,sensory block and motor block effective and maintenance time,satisfaction degree,numerical rating scale(NRS)pain score,Ramsay sedation score,muscle strength score,heart rate(HR),mean arterial pressure(MAP),oxygen saturation(SpO2),sleep score,anxiety score,and the occurrence of adverse reactions in the two groups were all recorded.RESULTS Compared with the control group,the first rescue analgesia time after operation was significantly prolonged in the observation group,and 24 h postoperative analgesic drug consumption after operation decreased;the effective time of sensory block was significantly shortened,and the maintenance time of sensory block was significantly prolonged,and the satisfaction score was higher;the NRS pain score after iliac fascia nerve block was lower,HR and MAP were lower,and the anxiety score and sleep score 24 and 48 h after operation were lower(P<0.05).In terms of safety,patients in both groups had adverse reactions after operation,such as hypertension,nausea,vomiting,and dizziness,but there was no significant difference in the incidence of adverse reactions between the two groups(P>0.05).CONCLUSIONS Oxycodone combined with ropivacaine shows good efficacy and safety for iliac fascial nerve block analgesia in patients undergoing hip replacement,can significantly prolong the analgesic time of ropivacaine,reduce postoperative analgesic drug consumption,improve the sleep quality of patients,and promote the rapid recovery of patients.
7.Study on the incidence of suicidal behavior and related risk factors in adolescents with depression
Wanyi PENG ; Jinping DENG ; Weiqing LIU ; Erni JI ; Hongbo HE
Chinese Journal of Psychiatry 2024;57(1):33-40
Objective:To investigate the prevalence of suicidal behaviors and their associated risk factors among adolescent inpatients with depression.Methods:A retrospective analysis of the medical records of 442 adolescent inpatients diagnosed with depression at Shenzhen Kangning Hospital from January 2016 to December 2022 was conducted. Among them, 64 were male and 358 were female. They range in age from 10 to 17. The MINI suicidal module assessment on the day of admission was employed. Based on the presence or absence of suicidal behavior in the past month, patients were divided into the attempted suicide group ( n=140) and the non-attempted suicide group ( n=302). Comparative analysis was performed on the sociodemographic characteristics, clinical features, endocrinological indices, and scores from the Eysenck Personality Questionnaire (EPQ), Short Form of the Family Environment Scale (FES-F), Adolescent Self-Rating Life Events Checklist (ASLEC), Childhood Trauma Questionnaire (CTQ), Multidimensional Anxiety Scale for Children (MASC), and Child Depression Inventory (CDI) between the two groups. Logistic regression was utilized to identify risk factors associated with suicidal behavior. Results:The prevalence of suicidal behavior in the past month among adolescent inpatients with depression was 31.67% (140/442), and the lifetime prevalence was 53.8% (238/442). Compared to patients in the non-suicidal attempt group, those in the suicidal attempt group showed higher occurrences of psychotic symptoms, comorbid physical diseases, and past suicidal behaviors, respectively, at 46% (64/140) vs 26%(77/302), 34%(47/140) vs 21%(65/302), and 81% (114/140) vs 32%(98/302) (χ 2=18.00, 7.34, 91.94; all P<0.05). In terms of scale scores, patients in the suicidal attempt group, compared to those in the non-suicidal attempt group, had higher scores in the health adaptation factor in ASLEC, with[ M( Q1, Q3)] 6 (4, 9) vs 5(3, 8) (χ 2=2.13, P<0.05); higher scores in the somatic symptom factor in MASC, with 26 (19.25, 31) vs 24 (16, 29) (χ 2=2.50; P<0.05); and higher scores in the negative emotions, low self-esteem, interpersonal problems factors, and overall CDI score (χ 2=2.35; P<0.05). Regression analysis showed that psychotic symptoms ( OR=1.85, 95% CI: 1.13-3.02), comorbid physical illnesses ( OR=1.85, 95% CI: 1.09-3.14), and past suicidal behaviors ( OR=8.34, 95% CI: 5.01-13.88) were risk factors for recent suicidal behavior (all P<0.05). Conclusions:Among adolescent inpatients with depression, the past-month suicidal behavior and any suicidal behaviors in the past are pretty high. Previous suicidal behavior, presence of psychotic symptoms, and comorbid physical disease could be the risk factors for near-future suicidal behavior.
8.Study on the incidence of suicidal behavior and related risk factors in adolescents with depression
Wanyi PENG ; Jinping DENG ; Weiqing LIU ; Erni JI ; Hongbo HE
Chinese Journal of Psychiatry 2024;57(1):33-40
Objective:To investigate the prevalence of suicidal behaviors and their associated risk factors among adolescent inpatients with depression.Methods:A retrospective analysis of the medical records of 442 adolescent inpatients diagnosed with depression at Shenzhen Kangning Hospital from January 2016 to December 2022 was conducted. Among them, 64 were male and 358 were female. They range in age from 10 to 17. The MINI suicidal module assessment on the day of admission was employed. Based on the presence or absence of suicidal behavior in the past month, patients were divided into the attempted suicide group ( n=140) and the non-attempted suicide group ( n=302). Comparative analysis was performed on the sociodemographic characteristics, clinical features, endocrinological indices, and scores from the Eysenck Personality Questionnaire (EPQ), Short Form of the Family Environment Scale (FES-F), Adolescent Self-Rating Life Events Checklist (ASLEC), Childhood Trauma Questionnaire (CTQ), Multidimensional Anxiety Scale for Children (MASC), and Child Depression Inventory (CDI) between the two groups. Logistic regression was utilized to identify risk factors associated with suicidal behavior. Results:The prevalence of suicidal behavior in the past month among adolescent inpatients with depression was 31.67% (140/442), and the lifetime prevalence was 53.8% (238/442). Compared to patients in the non-suicidal attempt group, those in the suicidal attempt group showed higher occurrences of psychotic symptoms, comorbid physical diseases, and past suicidal behaviors, respectively, at 46% (64/140) vs 26%(77/302), 34%(47/140) vs 21%(65/302), and 81% (114/140) vs 32%(98/302) (χ 2=18.00, 7.34, 91.94; all P<0.05). In terms of scale scores, patients in the suicidal attempt group, compared to those in the non-suicidal attempt group, had higher scores in the health adaptation factor in ASLEC, with[ M( Q1, Q3)] 6 (4, 9) vs 5(3, 8) (χ 2=2.13, P<0.05); higher scores in the somatic symptom factor in MASC, with 26 (19.25, 31) vs 24 (16, 29) (χ 2=2.50; P<0.05); and higher scores in the negative emotions, low self-esteem, interpersonal problems factors, and overall CDI score (χ 2=2.35; P<0.05). Regression analysis showed that psychotic symptoms ( OR=1.85, 95% CI: 1.13-3.02), comorbid physical illnesses ( OR=1.85, 95% CI: 1.09-3.14), and past suicidal behaviors ( OR=8.34, 95% CI: 5.01-13.88) were risk factors for recent suicidal behavior (all P<0.05). Conclusions:Among adolescent inpatients with depression, the past-month suicidal behavior and any suicidal behaviors in the past are pretty high. Previous suicidal behavior, presence of psychotic symptoms, and comorbid physical disease could be the risk factors for near-future suicidal behavior.
9.Transcriptome analysis of baicalin interfering with IBV replication in CEK cells in vitro
Xiaohui GUO ; Weiqing LI ; Zhuanzhuan WANG ; Yining LIU ; Weixin LI ; Guangming CHEN ; Wanying FENG ; Qinghui JIA ; Zhaoxing ZHANG
Chinese Journal of Veterinary Science 2024;44(7):1473-1482
In order to understand the difference and expression of genes in CEK cells before and af-ter baicalin interferes with IBV,further reveal and analyze the mechanism of baicalin interfering IBV replication in CEK cells in vitro.After IBV infected CEK cells for 2 h,9.75 mg/L baicalin liq-uid was added to interfere with CEK cells,which was recorded as the baicalin(H-IBV)group,and three replicate wells were set in the control group and the IBV(IBV)infection group.After 36 h culture,cell samples were collected and subject to transcriptome for sequencing.The results showed that there were 102 differentially expressed genes in H-IBV group compared with IBV in-fection group,among which 48 genes weresignificantly up-regulated and 54 genes were significantly down-regulated.Through functional annotation in GO and KEGG databases,it was found that dif-ferentially expressed genes were mainly annotated in biological processes such as cellular proces-ses,biological regulation,metabolism,and secondary pathways such as viral infectious diseases,signal transduction and interaction.Retinol metabolism pathway,phospholipid transfer to mem-brane,IL-27 mediated signaling pathway,MDA5/RIG-I and Toll-like receptor signaling pathway were significantly enriched in CEK cells,and the production of type Ⅰ interferon and interferon al-pha and the process of antiviral infection were also positively regulated.There were more differen-tial genes enriched in nucleic acid catalysis,immune system,and reaction,and interbiological reac-tion.Through the STRING network interaction map,it was found that most immune-related genes could form a 36-node interaction network centered on IRF7,TLR3 and STAT1.Therefore,com-pared with IBV group,the differentially expressed genes after baicalin treatment were mainly an-notated and enriched in the biological process,and the immune system and response were en-hanced,mainly through the positive regulation of IRF7 in the MDA5/RIG-I receptor signaling pathway and the inhibition of TLR3 signal transduction in the Toll-like receptor signaling path-way.Positive regulation of IL-27 mediated pathway and regulation of JAK-STAT signaling path-way were supplemented by activation of the expression of IRF7,TLR3,STAT1 and other related genes,and interaction with corresponding downstream proteins to promote the expression of IFN-α and regulatory cytokines,coupled with negative regulation of viral(defense)response and viral processes.Thus,baicalin interferes with IBV replication in CEK cells.
10.The Association between Educational Attainment and the Risk of Nonalcoholic Fatty Liver Disease among Chinese Adults: Findings from the REACTION Study
Yuanyue ZHU ; Long WANG ; Lin LIN ; Yanan HUO ; Qin WAN ; Yingfen QIN ; Ruying HU ; Lixin SHI ; Qing SU ; Xuefeng YU ; Li YAN ; Guijun QIN ; Xulei TANG ; Gang CHEN ; Shuangyuan WANG ; Hong LIN ; Xueyan WU ; Chunyan HU ; Mian LI ; Min XU ; Yu XU ; Tiange WANG ; Zhiyun ZHAO ; Zhengnan GAO ; Guixia WANG ; Feixia SHEN ; Xuejiang GU ; Zuojie LUO ; Li CHEN ; Qiang LI ; Zhen YE ; Yinfei ZHANG ; Chao LIU ; Youmin WANG ; Shengli WU ; Tao YANG ; Huacong DENG ; Lulu CHEN ; Tianshu ZENG ; Jiajun ZHAO ; Yiming MU ; Weiqing WANG ; Guang NING ; Yufang BI ; Yuhong CHEN ; Jieli LU
Gut and Liver 2024;18(4):719-728
Background/Aims:
Low educational attainment is a well-established risk factor for nonalcoholic fatty liver disease (NAFLD) in developed areas. However, the association between educational attainment and the risk of NAFLD is less clear in China.
Methods:
A cross-sectional study including over 200,000 Chinese adults across mainland China was conducted. Information on education level and lifestyle factors were obtained through standard questionnaires, while NAFLD and advanced fibrosis were diagnosed using validated formulas. Outcomes included the risk of NAFLD in the general population and high probability of fibrosis among patients with NAFLD. Logistic regression analysis was employed to estimate the risk of NAFLD and fibrosis across education levels. A causal mediation model was used to explore the potential mediators.
Results:
Comparing with those receiving primary school education, the multi-adjusted odds ratios (95% confidence intervals) for NAFLD were 1.28 (1.16 to 1.41) for men and 0.94 (0.89 to 0.99) for women with college education after accounting for body mass index. When considering waist circumference, the odds ratios (95% CIs) were 0.94 (0.86 to 1.04) for men and 0.88 (0.80 to 0.97) for women, respectively. The proportions mediated by general and central obesity were 51.00% and 68.04% for men, while for women the proportions were 48.58% and 32.58%, respectively. Furthermore, NAFLD patients with lower educational attainment showed an incremental increased risk of advanced fibrosis in both genders.
Conclusions
In China, a low education level was associated with a higher risk of prevalent NAFLD in women, as well as high probability of fibrosis in both genders.

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