1.Relationship between occupational health literacy and occupational stress among workers in mining and manufacturing: Based on LASSO-multilevel logistic regression
Haiya ZHANG ; Wenli ZHAO ; Shuyue WANG ; Yuhong HE ; Jialong WU
Journal of Environmental and Occupational Medicine 2026;43(2):182-188
Background Health literacy is closely related to mental health, and improving health literacy has been shown to promote mental well-being. However, whether occupational stress among workers in mining and manufacturing is associated with their occupational health literacy remains inconclusive. Objective To study the levels of occupational health literacy and occupational stress among workers in three industrial sectors (metal ores mining, metal smelting, and manufacture of non-metallic mineral products) in Gansu Province, and to analyze the correlation between them. Methods Between May and December 2024, a stratified cluster random sampling method was employed to survey workers from 73 large, medium, and small and micro sized enterprises across the aforementioned industries in Gansu Province. Participants’ occupational health literacy and occupational stress levels were assessed. The LASSO regression model was applied to identifykey factors influencing occupational stress, and subsequently a multilevel random intercept mixed-effects logistic model was used to study factors influencing occupational stress and to explore the relationship between occupational health literacy and occupational stress. Results A total of
2.Quality Evaluation of Lycii Cortex and Roasted Lycii Cortex Based on Fingerprint and Content Determination
Yihuan WU ; Wenli ZENG ; Xuemei QIN ; Zongxin SHI ; Chengcheng HUANG ; Yuntao DAI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):165-172
ObjectiveTo establish fingerprint profiles and a quantitative determination method for Lycii Cortex, providing a scientific basis for the formulation of quality standards for Lycii Cortex and its roasted products. MethodsHigh performance liquid chromatography(HPLC) was developed for the quantitative method for determining kukoamine B in Lycii Cortex and its roasted products on an Alphasil XD-C18 CH column(4.6 mm×250 mm, 5 μm). HPLC fingerprint profiles were established for 10 batches of Lycii Cortex and its roasted products, and ultra-performance liquid chromatography-quadrupole-time-of-flight mass spectrometry(UPLC-Q-TOF-MS) was used to identify the common peaks based on reference standards, literature and MS information. Quality evaluation indicators included yield of decoction pieces, appearance properties, content of kukoamine B, and fingerprint profiles. The temperature and time of the roasting process were investigated to select the optimal preparation process, which was then verified. Additionally, chemical pattern recognition was combined to assess the differences in the chemical composition of Lycii Cortex before and after roasting, as well as among samples from different origins. ResultsQuantitative analysis indicated that the contents of kukoamine B in Lycii Cortex and its roasted products were 0.35%-5.51% and 0.24%-4.15%, respectively. The transfer rate of kukoamine B was 58.6%-78.9% after roasting. The fingerprint profile analysis demonstrated that the method established in this study effectively separated kukoamine B from other components in the samples and distinctly differentiated it from its impurity peak, cis-N-caffeoylputrescine. The HPLC fingerprint profiles of Lycii Cortex and its roasted products showed high similarity(all above 0.95), with 7 common peaks identified and five common components, including kukoamine B, cis-N-caffeoylputrescine, N-coumaroyl tyramine, feruloyltyramine, and glucosyringic acid, confirmed. Process optimization confirmed that baking at 110 ℃ for 20 min was a stable and feasible method for roasting Lycii Cortex. Principal component analysis and cluster analysis showed that there was little difference in the chemical composition between raw and roasted Lycii Cortex, but the quality of Lycii Cortex from different origins differed greatly. ConclusionThis study successfully established the fingerprint profiles and a quantitative method for the effective component kukoamine B in Lycii Cortex and roasted Lycii Cortex. The qualitative and quantitative analyses clarified that the impact of the roasting process on the chemical composition of Lycii Cortex was less significant than the variations due to its geographical origin. The findings of this study offer a reference for the development of quality evaluation methods and the establishment of quality standards for Lycii Cortex and its processed products.
3.Correlation between type 2 diabetes and hepatitis B virus infection
Wu LIU ; Tianshuo ZHAO ; Liguo YANG ; Genxia GAO ; Wenli MIAO ; Tongxia ZENG ; Yonglan CHEN ; Lina ZHANG ; Xiaoyan CHE ; Lihong WANG ; Junhan ZHANG ; Bingfeng HAN ; Fuqiang CUI
Chinese Journal of Epidemiology 2025;46(5):833-839
Objective:To analyze the latent prevalence of hepatitis B and type 2 diabetes and their correlation through an observational study.Methods:This study used a case-control design. The cases with diabetes were recruited through the diabetes management system and village doctors, while the controls without diabetes were screened from volunteers recruited by village health clinics. Capillary blood samples were collected from the study participants for the measurement of real-time blood glucose level, and venous blood samples were taken from them for the detections of HBV serological markers. Firth logistic regression model was used to fit the relationship between HBsAg positive status and diabetes status.Results:The study included 1 218 diabetes patients, 62 patients with impaired fasting glucose and 491 cases without diabetes. In the cases without diagnosis of diabetes, 11.15% had impaired fasting blood glucose and 4.43% had diabetes. Among those who reported no or unknown diagnosis of hepatitis B, 1.73% were positive for HBsAg, while 18.80% were positive for both HBV core antibody and surface antibody, indicating latent infection of hepatitis B virus. In the non-diabetes group, 0.81% reported hepatitis B history, and in the diabetes group, 2.76% reported hepatitis B history. After adjustment, the HBsAg positive rate was higher in the diabetes group ( OR=2.90, 95% CI: 1.21-6.91). Conclusions:Both diabetes and hepatitis B exhibited a high degree of latent prevalence. The HBsAg positive rate was significantly higher in those with diabetes than in those without diabetes, indicating a potential correlation. These findings highlighted the importance of strengthened screening and management of comorbidities.
4.Study on the immunogenicity and persistence of different types of hepatitis B vaccines in diabetic patients
Wu LIU ; Tianshuo ZHAO ; Liguo YANG ; Genxia GAO ; Wenli MIAO ; Xiaoyan CHE ; Lihong WANG ; Junhan ZHANG ; Fuqiang CUI
Chinese Journal of Epidemiology 2025;46(8):1409-1416
Objective:Exploration of the immunogenicity and persistence of three different immunization regimens of hepatitis B vaccines in diabetic patients.Methods:Participants with diabetes and non-diabetic individuals were recruited from study sites and assigned to different vaccination regimens: the diabetic group (①D60Yeast0-1: received 60 μg Saccharomyces cerevisiae-derived recombinant HBV vaccine on a 0-1-month schedule; ②D20Yeast0-1-6: received 20 μg Saccharomyces cerevisiae-derived recombinant HBV vaccine on a 0-1-6-month schedule; ③D20CHO0-1-6: received 20 μg Chinese hamster ovary (CHO) cell-derived recombinant HBV vaccine on a 0-1-6-month schedule) and the non-diabetic group (ND20Yeast0-1-6: non-diabetic individuals received 20 μg Saccharomyces cerevisiae-derived recombinant HBV vaccine on a 0-1-6-month schedule). Venous blood samples were collected at 1,12, and 48 months post-full vaccination to measure anti-HBs levels. Differences in immunogenicity between diabetic and non-diabetic groups, as well as among diabetic subgroups, were analyzed.Results:This study enrolled a total of 564 subjects. In the D20CHO0-1-6 group, the seroconversion rate decreased from 90.72% (95% CI: 84.84%-96.60%) at 1 month to 74.23% (95% CI: 65.37%-83.08%) at 48 months, and the antibody geometric mean concentration (GMC) decreased from 676.08 (95% CI: 389.05- 1 148.20) mIU/ml at 1 month to 33.11 (95% CI: 23.44-46.77) mIU/ml at 48 months. In the D20Yeast0-1-6 group, the seroconversion rate declined from 93.81% (95% CI: 89.29%-98.32%) at 1 month to 63.72% (95% CI: 54.71%-72.72%) at 48 months, with antibody GMC dropping from 630.96 (95% CI: 407.40-954.99) mIU/ml to 25.70 (95% CI: 17.78-38.02) mIU/ml over the same period. For the D60Yeast0-1 group, seroconversion rate fell from 82.03% (95% CI: 75.29%-88.77%) to 56.25% (95% CI: 47.54%-64.96%), and antibody GMC decreased from 81.28 (95% CI: 51.29-128.82) mIU/ml to 15.49 (95% CI: 11.75-20.89) mIU/ml between 1 and 48 months. The ND20Yeast0-1-6 group (non-diabetic control) exhibited a higher initial seroconversion rate of 97.56% (95% CI: 94.80%- 100.00%) at 1 month, but it still declined to 76.42% (95% CI: 68.82%-84.03%) at 48 months, with antibody GMC decreasing from 1 318.30 (95% CI: 912.01- 1 905.50) mIU/ml to 34.67 (95% CI: 25.12-47.86) mIU/ml. Multivariate analysis on factors influencing the GMC of antibodies revealed statistically significant differences in antibody GMC between the D20Yeast0-1-6 group and ND20Yeast0-1-6 group at 12 months (a OR=0.73, 95% CI: 0.58-0.93) and 48 months (a OR=0.79, 95% CI: 0.63-0.99) post-vaccination (all P<0.05). As for the diabetic population, when compared with the D20Yeast0-1-6 group, the D60Yeast0-1 group also showed statistically significant differences in antibody GMC at 12 months (a OR=0.57, 95% CI: 0.44-0.74) and 48 months (a OR=0.60, 95% CI: 0.47-0.76)(all P<0.05). Conclusions:The seroconversion rate and antibody GMC gradually decreased over time (1, 12, and 48 months) in the four groups. Diabetic patients showed poor immunogenicity and persistence to hepatitis B vaccines. The immunogenicity and persistence of hepatitis B vaccination in diabetic patients were associated with vaccine type, antigen dose, and vaccination regimen. The CHO cell-recombinant hepatitis B vaccine demonstrated better performance in terms of immunogenicity and persistence among the diabetic population.
5.Establishment of a pediatric diagnostic model for McCune-Albright syndrome based on bone metabolism indicators and machine learning
Jie LU ; Ni ZHEN ; Wenli LU ; Congcong XIA ; Yunzhe WU ; Jian WEI
Chinese Journal of Endocrinology and Metabolism 2025;41(10):823-829
Objective:To develop a multi-parameter diagnostic model for pediatric McCune-Albright syndrome(MAS) using machine learning techniques based on laboratory data from MAS patients, with the goal of providing a rapid and reliable auxiliary diagnostic tool for clinical practice.Methods:In this retrospective study, 232 children diagnosed with MAS at the Department of Pediatrics, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from March 2023 to November 2024 were enrolled as the positive group. After removing duplicate or missing data, 119 cases were finally selected for statistical analysis as the positive group. Meanwhile, 113 children with normal physical examinations during the same period were selected as the control group. The clinical manifestations of the classic " triad" in the positive group were documented. Fasting serum samples were obtained from both groups at 8: 00 AM for laboratory testing, including bone metabolism-related and hormone-related indicators, which served as candidate features. Baseline descriptive analysis was conducted on the hormone-related indicators. For the bone metabolism indicators, six machine learning models—support vector machine(SVM), XGBoost, decision tree, random forest, Logistic regression, and K-nearest neighbor(KNN)—were constructed using R software. XGBoost subgroup analysis was performed based on the triad symptoms. The contribution of individual features to model predictions was visualized using SHAP diagrams. Results:SHAP visualization indicated that age, serum phosphorus, osteocalcin, and β-C-terminal cross-linked telopeptide of type Ⅰ collagen had the greatest average impact on model predictions. Among the six models, the SVM model achieved the highest diagnostic performance, with a sensitivity of 0.742 9, a specificity of 0.909 1, and an area under the curve (AUC) of 0.917.Conclusion:This study demonstrates that machine learning models, based on data from the positive patients and normal controls, can effectively distinguish MAS patients from healthy controls. The diagnostic model developed offers clinicians a valuable tool for early detection of MAS in children, contributing to earlier diagnosis, timely intervention, and improved clinical management.
6.Association of urine cadmium levels with thyroid hormone levels among middle-aged and older adults aged 40-89 years in selected areas of China
Changzi WU ; Xiaochen WANG ; Yue CHEN ; Zheng LI ; Yi ZHANG ; Yuan WEI ; Bing WU ; Wenli ZHANG ; Zhengxiong YANG ; Xiaojie DONG ; Ruiting HAO ; Xiu YE ; Luxi WEI ; Yingli QU ; Haiyan CHU ; Yuebin LYU ; Ying ZHU ; Dongqun XU ; Xiaoming SHI
Chinese Journal of Preventive Medicine 2025;59(2):209-215
Objective:To explore the relationship between urinary cadmium levels and thyroid hormone levels in people aged 40-89 years old in selected areas of China.Methods:Based on the "Investigation of the Impact of Soil Quality of Agricultural Land on Human Health in Typical Areas" project from October 2019 to August 2020, a multi-stage stratified random sampling method was used to include 6 588 middle-aged and older adults aged 40-89. Demographic characteristics, dietary frequency and disease status were collected through the questionnaire and physical examination. Urinary cadmium and urinary creatinine were detected by random midstream urine. Fasting venous blood was collected for the detection of Triiodothyronine (T3) and Thyroxine (T4). The linear mixed effects model was used to explore the association of urine cadmium levels with thyroid hormone levels. Its dose-response relationship was explored by using the restricted cubic spline.Results:The age of the subjects was (63.48±12.18) years, with males accounting for 51.28%. The M ( Q 1,Q 3) of urinary cadmium level, T3 and T4 was 2.48 (1.36, 4.42) μg/g·creatinine, (1.96±0.51) nmol/L and (113.75±29.11) nmol/L, respectively. The linear mixed effects model showed that the changes of T3 and T4 were 0.027 (0.009, 0.044) nmol/L and 2.019 (1.084, 2.953) nmol/L for each one-unit increase (natural logarithm transformed) of urinary cadmium. The restricted cubic spline showed that there was a positive nonlinear association between urinary cadmium and T3 as well as T4 (all Pnonlinear<0.05). Conclusion:In selected areas of China, the urinary cadmium level of middle-aged and older adults aged 40-89 years is positively associated with T3 and T4.
7.Effects of Xiaoyao Conger Decoction pretreatment on model rats of tinnitus with syndrome of liver-qi stagnation and spleen deficiency
Zhijiao JIA ; Yingying ZHANG ; Wenli WU ; Junjie WANG ; Jingbo LI
International Journal of Traditional Chinese Medicine 2025;47(2):184-189
Objective:To explore the effects of Xiaoyao Conger Decoction pretreatment on model rats of tinnitus with syndrome of liver-qi stagnation and spleen deficiency (TLSSD) and its preliminary mechanisms.Methods:The rats were divided into four groups: a blank group, a model group, a positive group, and Xiaoyao Conger high- and low-dosage groups, with 7 rats in each group according to random number table method. Except for the blank group, the TLSSD model was prepared by the composite etiological method in all groups of rats. The positive group received a gavage of carbamazepine at 15 mg/kg, while Xiaoyao Conger high- and low-dosage groups were given 30 g/kg and 15 g/kg of Xiaoyao Conger Decoction, respectively. The blank and model groups were administered an equal volume of saline once daily for 4 weeks. The frequency of conditioned avoidance response behaviors in rats was recorded before and at 2 and 4 weeks post-drug administration; TCM syndrome scores were documented before and after treatment; auditory brainstem response (ABR) thresholds were monitored at frequencies of 4, 12, 20, and 28 kHz; IL-1β mRNA expression in the inferior colliculus and cochlea was detected by RT-qPCR; and the levels of γ-aminobutyric acid (GABA) and glutamic acid (Glu) in hippocampal tissues were determined by LC-MS/MS.Results:The model group exhibited symptoms of liver depression, including irritability, yellow fur, and a dark red tongue, along with signs of spleen deficiency such as lethargy, decreased activity, and loose stools. Compared to the model group, rats in the Xiaoyao Conger high- and low-dosage groups demonstrated a reduction in conditioned avoidance response behaviors ( P<0.05 or P<0.01), a decrease in TCM syndrome scores ( P<0.05 or P<0.01), lower ABR thresholds at 12, 20, and 28 kHz ( P<0.01), reduced levels of IL-1β mRNA in the inferior colliculus and cochlea ( P<0.05 or P<0.01), and decreased hippocampal Glu levels ( P<0.01). Conclusion:The therapeutic effect of Xiaoyao Conger Decoction pretreatment on TLSSD rats may be related to its ability to improve the mood disorders and stress, reduce the neuroinflammatory response, regulate the CNS neurotransmitter balance, and correct the overexcitability of the auditory centre, etc.
8.Analysis of clinical characteristics and prognostic factors of 51 patients with multiple sclerosis in Suzhou area
Benyu QIAO ; Xiaoke WU ; Wenli SONG ; Keru LI ; Houde LI ; Yu JIANG ; Jinru ZHANG ; Xiaodong XU ; Dongqin CHEN ; Yongjun CAO ; Yanlin ZHANG
Chinese Journal of Immunology 2025;41(3):680-685
Objective:To explore clinical characteristics of multiple sclerosis(MS)patients in Suzhou,and to analyze main factors affecting their prognosis.Methods:General data,clinical symptoms,cerebrospinal fluid and imaging examinations of 51 MS patients admitted to Department of Neurology of the Second Hospital of Soochow University from July 31,2009 to July 31,2021 were retrospectively analyzed,and main factors affecting their prognosis were discussed.Results:Average age of onset of 51 MS patients was(43.3±15.6)years old,female accounted for 56.9%,male/female=1/1.3.Adult onset MS(AOMS)accounted for 62.8%,male/female=1/1.7;late onset MS(LOMS)accounted for 37.2%,male/female=1/0.9.Relapsing remitting MS(RRMS)accounted for 76.5%,and chronic onset accounted for 60.8%.Average annual recurrence rate was 8.8%.The first symptoms were numbness and weakness of limbs.Dizziness and numbness were more common in patients without recurrence after diagnosis of MS,and limb weak-ness and numbness were more common in patients with recurrence.Among lesions of MRI,62.7%(32/51)of periventricular involve-ment,52.9%(27/51)of spinal cord involvement,51.0%(26/51)of infratentorial involvement.Proportion of subtentorial and spinal cord(cervical,thoracic)involved were significantly higher in patients with recurrent MS than without recurrence.Values of albumin,IgG,IgA and IgM in cerebrospinal fluid increased with increase of recurrence times.EDSS score of male was higher than female,and LOMS score was higher than AOMS.MS patients without relapse had a low EDSS score,and median EDSS score at current follow-up was 0(0,1.00)score.MS score with relapse was relatively high,and median EDSS score at current follow-up was 2.75(0.25,7.25)score.Conclusion:MS patients with chronic onset are more common,with a high proportion of LOMS,and proportion of males increases with increasing age of onset.High EDSS score at first onset,cervical,thoracic and subtentorial lesions,increased values of cerebrospinal fluid albumin,IgG,IgA,IgM,age at first onset(50+years old),male associate with poor MS prognosis.
9.Effect of Linaclotide combined with Simethicone and compound polyethylene glycol electrolyte on cleansing effect of bowel in patients with constipation
Jinwen LIAO ; Wenli SHEN ; Lan WU ; Wenxiu LONG ; Wei ZHAO ; Ming WANG ; Zhiqiang DU
China Journal of Endoscopy 2025;31(6):44-53
Objective To investigate the efficacy and safety of Linaclotide combined with Simethicone oil and compound polyethylene glycol electrolyte(PEG)for cleansing effect of bowel in patients with constipation.Methods A prospective randomized controlled trial was designed and implemented by single blind method.383 patients with constipation who underwent colonoscopy from April 2023 to August 2024 were enrolled and randomly divided into routine group(128 cases),experimental group A(128 cases)and experimental group B(127 cases).Routine group treated with 3 L PEG,experimental group A treated with 290 μg Linaclotide+2 L PEG and experimental group B treated with 290 μg Linaclotide+30 mL Simethicone+2 L PEG.Bowel preparation effect[Boston bowel preparation scale(BBPS)scores and foaming removal effect],lesion detection rate,first defecation interval,frequency of defecation,the success rate of cecal intubation,the insertion time of colonoscopy,the withdrawal time of colonoscopy,incidence of adverse reactions and willingness to repeat examination of the three groups were compared.Results No statistically significant differences were observed in the BBPS scores among the three groups(P>0.05);The foaming removal effect score in experimental group B was significantly lower than that in routine group and experimental group A,the difference was statistically significant(P<0.05);The total lesion detection rate and polyps detection rate of experimental group B were significantly higher than those of routine group and experimental group A,the differences were statistically significant(P<0.05).The first defecation interval of the routine group was significantly longer than that of experimental group A and experimental group B,the difference was statistically significant(P<0.05);The frequency of defecation was compared among the three groups,and the difference was no statistically significant(P>0.05).The success rate of cecal intubation in the three groups was 100.0%,and the insertion time of colonoscopy was similar,the differences were not statistically significant(P>0.05);The withdrawal time of colonoscopy in experimental group B was significantly shorter than that in routine group and experimental group A,the difference was statistically significant(P<0.05).The incidence of abdominal distension and total adverse reactions in the routine group were higher than those in experimental group A and experimental group B,the differences were statistically significant(P<0.05);The willingness to repeat examination rate of the routine group was significantly lower than that of experimental group A and experimental group B,the differences were statistically significant(P<0.05).Conclusion 290 μg Linaclotide combined with 30 mL Simethicone and 2 L PEG solution regimen has advantages in intestinal preparation for patients with constipation,and can achieve better intestinal cleaning effect than 3 L PEG solution and 290 μg linalopeptide+2 L PEG solution regimen,with higher safety and willingness to repeat examination.It can be recommended for bowel preparation for patients with constipation.
10.Exploration on the Effects of Diet Therapy on Alcohol Induced Chronic Liver Injury in Rats Based on TLR4 Pathway
Gaochuan ZHANG ; Wenli LI ; Hongning LIU ; Wenna YANG ; Zhijie WU ; Jiale HUANG ; Le XU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(4):1025-1034
Objective To explore the effect of diet therapy on alcohol-induced chronic liver injury in rats and its relationship with TLR4 pathway.Methods According to Pueraria:Poria:Amomum villosum:Pericarpium Citri Reticulatae:Codonopsis:Zingiberis Rhizoma=15∶15∶10∶10∶10∶6,the water extract of the therapeutic prescription was prepared.A total of 78 female SD rats were randomly divided into 6 groups:normal group(n=12),model group(n=18),Hugan tablet group(0.35 g·kg-1,n=12),low-,medium-and high-dose Shiliaofang groups(2,6,18 g·kg-1,n=12).Except for the normal group,the rats in each group were induced alcoholic liver disease(ALD)by gradient alcohol gavage.After 10 weeks of intervention,the changes of body weight and water intake of rats were observed.The whole blood routine,serum alanine aminotransferase(ALT),aspartate aminotransferase(AST),triglyceride(TG),total cholesterol(TC)and liver malondialdehyde(MDA)were measured.The levels of serum alcohol dehydrogenase(ADH),aldehyde dehydrogenase(ALDH),lipopolysaccharide(LPS),D-lactic acid(D-LA),tumor necrosis factor-α(TNF-α),interleukin-6(IL-6)and interleukin-10(IL-10)were detected by enzyme-linked immunosorbent assay.HE staining was used to observe the pathological changes of liver and ileum.Oil red staining was used to observe liver fat deposition.Immunohistochemistry was used to detect the expression of ileal tight junction component occludin.Western blot was used to detect the expression of TLR4,MyD88 and NF-κB p65 protein in liver.Results Compared with the model group,the levels of WBC,LYC,TC,ALT,AST,LPS,D-LA,TNF-α and IL-6 in each diet group decreased,IL-10 increased,liver inflammatory cell infiltration and red lipid droplets decreased,intestinal villi were intact and densely arranged,the expression of occludin protein in ileum increased,and the expression of TLR4,MyD88 and NF-κB p65 protein in liver decreased.Conclusion The self-made dietotherapy prescription has a significant protective effect on chronic liver injury induced by alcohol in rats,which may be related to its down-regulation of TLR4-MyD88-NF-κB p65 protein expression and up-regulation of ileal occludin protein expression,improvement of intestinal mucosal barrier function,reduction of endotoxin entry into the liver,activation of TLR4/MyD88/NF-κB pathway,thereby reducing the second hit to the liver.This diet can be developed as a potential anti-alcoholic liver injury drug.

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