1.Study on the Evaluation Method of Collaborative Dust Prevention Effect with Coal Miners-Based on Feature Reduction, Genetic Algorithm, and Backpropagation
Shulei SHI ; Haotian ZHENG ; Haoyang LI ; Xue WANG
Safety and Health at Work 2026;17(1):83-90
Background:
High coal dust exposure threatens miners’ occupational health and safety. While dust control is mainly implemented by enterprises, miners’ active participation is crucial for effective collaborative prevention. This study develops a feature reduction, genetic algorithm, and backpropagation (RS-GA-BP) hybrid evaluation model integrating behavioral and psychosocial factors to quantitatively assess collaborative dust prevention performance in coal mines.
Methods:
Guided by the theory of collaborative dust prevention among coal miners, this study incorporated human factors into the evaluation framework of prevention effectiveness. Using the rough set method, five key influencing factors were identified from twelve candidate variables. A prediction model for collaborative dust prevention effectiveness (RS-GA-BP) was then developed and applied by optimizing the BP neural network with a genetic algorithm.
Results:
The results indicated that technical context, conformity tendency, group cohesion, group driving force, and group dissipative force were the principal factors influencing collaborative prevention outcomes. Based on 955 survey responses from front-line coal miners, the model was trained and validated. The results showed that the GA-BP model outperformed the traditional BP model in terms of root mean square error, mean absolute error, and mean absolute percentage error, achieving a prediction accuracy of 95.73%.
Conclusion
The research results indicate that the RS-GA-BP model can effectively evaluate the dust prevention and control effectiveness among coal miners, thereby enriching the methodological framework for assessing dust prevention effectiveness in coal mines.
2.Effect of Echinacea purpurea extract on digestive ability and intestinal barrier function of Bamei ternary pigs
Zixin CHEN ; Hua WU ; Wensheng WANG ; Jiayi LIU ; Jiewei SHEN ; Long LI ; Guohong ZHAO ; Shulei MA
Chinese Journal of Veterinary Science 2025;45(7):1525-1534
The aim of the experiment was to study the effects of Echinacea purpurea extract on the digestive ability,immune function and intestinal barrier of the Bamei ternary pigs.Forty-eight healthy pigs of 50 days old were randomly divided into four groups,each with three replicates and four pigs in each replicate.The control group(CON)was fed a basal diet,and the experimental group was divided into 5 g/kg(T1),10 g/kg(T2)and 15 g/kg(T3)of Echinacea extract in the basal diet.The pre-test period was 5 days and the main test period was 35 days with free feeding and drinking during the test period.The results showed that:There was no significant effect on the apparent digestibility of nutrients and jejunum morphology in the test group compared to the CON group(P>0.05).Amylase and trypsin activities were significantly higher in the experimental group and lipase activities were significantly higher in T2 and T3 groups compared to CON group(P<0.05).GSH,CAT and T-AOC activities were significantly higher in the experimental group compared to CON group(P<0.05).In comparison with CON group,the levels of IL-1 and IL-6 were significantly lower in the experimental group(P<0.05),and the levels of TNF-α were significantly lower in the T2 and T3 groups(P<0.05);and the levels of IL-10 were signifi-cantly higher in the T3 group(P<0.05).The mRNA and protein expression levels of TLR4,MyD88,TRAF6,and NF-κB were significantly lower in the experimental group(P<0.05).The mRNA and protein expression levels of CLDN-1,OCLN and ZO-1 were significantly increased in the test group(P<0.05).The results between the test groups showed that the protein expression levels of CLDN-1 and OCLN were significantly increased in the T3 group compared with the T1 group(P<0.05).In conclusion,the addition of Echinacea extract to the ration can,to a certain ex-tent,improve the digestive ability,balance the immune ability,and improve the intestinal barrier function of the Bamei ternary pigs,thus promoting the intestinal health of pigs.
3.Advances in the study of tubal hydrosalpinx and the effect of its treatment strategy on ovarian response and embryo quality
Shulei ZHANG ; Qiumin WANG ; You WU ; Lei YAN
Chinese Journal of Reproduction and Contraception 2025;45(11):1179-1183
Hydrosalpinx is one of the common causes of female infertility and a more common type of chronic tubal inflammation. Hydrosalpinx may reduce the success of assisted reproductive technology (ART) through a variety of mechanisms, including mechanical flushing of the embryo, embryo toxicity, reduced endometrial receptivity, and suppression of ovarian function. The effect of hydrosalpinx and its treatment strategy on ovarian response during controlled superovulation is controversial in existing studies, and there are fewer studies on the effect of hydrosalpinx on embryo quality. In this article, we clarify the pathophysiological mechanisms of hydrosalpinx, analyze its potential impact on ovarian response and embryo quality, and further explore the impact of therapeutic strategies for tubal hydrosalpinx on ART outcomes.
4.Risk factors for kidney stones in patients with primary hyperparathyroidism
Shulei WANG ; An SONG ; Ou WANG ; Xiaoping XING
Chinese Journal of Endocrine Surgery 2025;19(1):120-123
Patients with primary hyperparathyroidism (PHPT) have an increased risk of kidney stones. Parathyroidectomy (PTX) is the main treatment for PHPT. However, the effect of PTX on kidney stones in patients with PHPT is unclear. This article summarizes the risk factors for kidney stones after PTX or not and the influence of PTX on the occurrence and development of renal stones in patients with PHPT, in order to explore the causes and mechanisms of PHPT and its postoperative renal stones.
5.Advances in the study of tubal hydrosalpinx and the effect of its treatment strategy on ovarian response and embryo quality
Shulei ZHANG ; Qiumin WANG ; You WU ; Lei YAN
Chinese Journal of Reproduction and Contraception 2025;45(11):1179-1183
Hydrosalpinx is one of the common causes of female infertility and a more common type of chronic tubal inflammation. Hydrosalpinx may reduce the success of assisted reproductive technology (ART) through a variety of mechanisms, including mechanical flushing of the embryo, embryo toxicity, reduced endometrial receptivity, and suppression of ovarian function. The effect of hydrosalpinx and its treatment strategy on ovarian response during controlled superovulation is controversial in existing studies, and there are fewer studies on the effect of hydrosalpinx on embryo quality. In this article, we clarify the pathophysiological mechanisms of hydrosalpinx, analyze its potential impact on ovarian response and embryo quality, and further explore the impact of therapeutic strategies for tubal hydrosalpinx on ART outcomes.
6.Risk factors for kidney stones in patients with primary hyperparathyroidism
Shulei WANG ; An SONG ; Ou WANG ; Xiaoping XING
Chinese Journal of Endocrine Surgery 2025;19(1):120-123
Patients with primary hyperparathyroidism (PHPT) have an increased risk of kidney stones. Parathyroidectomy (PTX) is the main treatment for PHPT. However, the effect of PTX on kidney stones in patients with PHPT is unclear. This article summarizes the risk factors for kidney stones after PTX or not and the influence of PTX on the occurrence and development of renal stones in patients with PHPT, in order to explore the causes and mechanisms of PHPT and its postoperative renal stones.
7.Clinical characteristics analysis of two Chinese siblings with Susac syndrome and literature review
Hui DONG ; Yulan LI ; Xiaoli XU ; Shulei LIU ; Shuyi LIU ; Han XIE ; Yuan WU ; Xingzhi CHANG ; Jing ZHANG ; Chen XING ; Chunying GUO ; Jun WANG ; Ye WU ; Xinhua BAO
Chinese Journal of Applied Clinical Pediatrics 2025;40(11):856-860
Objective:To investigate the clinical manifestation, therapy, and prognosis of Susac syndrome and enhance the understanding of this disease.Methods:A case summary was made.The clinical data of two siblings with Susac syndrome treated at Children′s Medical Center, Peking University First Hospital in January 2024 were summarized.Reported cases of pediatric Susac syndrome were reviewed.Results:The onset of the disease in the two siblings was at the age of 3.00 and 6.75 years, with recurrent headaches, tinnitus, hearing loss and encephalopathy symptoms.Cranial magnetic resonance imaging showed multiple cerebral microbleeding and microinfarction lesions, " snowball like" in the corpus callosum and diffuse white matter edema in the brain.Audiometry revealed sensorineural hearing loss.In one case, ophthalmic fluorescein angiography revealed ischemic changes due to branch retinal artery occlusions.No pathogenic variants were detected in gene testing.This child was diagnosed with Susac syndrome, and the symptoms were improved after treatment with Corticosteroids and Rituximab.No relapse was observed during the 9-month follow-up.A total of 20 pediatric cases of Susac syndrome were retrieved, including 18 reported previously and 2 cases from this study.There were 2 boys and 18 girls, with the age of onset ranging from 2.5 to 17.0 years.The common initial symptoms included headache (19 cases), vertigo and tinnitus or hearing loss (9 cases), and vision impairment or visual field defect (4 cases). The symptoms were improved after immunotherapy.Conclusions:With a low incidence, Susac syndrome is rare in children and difficult to diagnose.There may be a genetic predisposition in such disease.Early diagnosis and immunotherapy can low the relapse and improve the prognosis.
8.Effect of Echinacea purpurea extract on digestive ability and intestinal barrier function of Bamei ternary pigs
Zixin CHEN ; Hua WU ; Wensheng WANG ; Jiayi LIU ; Jiewei SHEN ; Long LI ; Guohong ZHAO ; Shulei MA
Chinese Journal of Veterinary Science 2025;45(7):1525-1534
The aim of the experiment was to study the effects of Echinacea purpurea extract on the digestive ability,immune function and intestinal barrier of the Bamei ternary pigs.Forty-eight healthy pigs of 50 days old were randomly divided into four groups,each with three replicates and four pigs in each replicate.The control group(CON)was fed a basal diet,and the experimental group was divided into 5 g/kg(T1),10 g/kg(T2)and 15 g/kg(T3)of Echinacea extract in the basal diet.The pre-test period was 5 days and the main test period was 35 days with free feeding and drinking during the test period.The results showed that:There was no significant effect on the apparent digestibility of nutrients and jejunum morphology in the test group compared to the CON group(P>0.05).Amylase and trypsin activities were significantly higher in the experimental group and lipase activities were significantly higher in T2 and T3 groups compared to CON group(P<0.05).GSH,CAT and T-AOC activities were significantly higher in the experimental group compared to CON group(P<0.05).In comparison with CON group,the levels of IL-1 and IL-6 were significantly lower in the experimental group(P<0.05),and the levels of TNF-α were significantly lower in the T2 and T3 groups(P<0.05);and the levels of IL-10 were signifi-cantly higher in the T3 group(P<0.05).The mRNA and protein expression levels of TLR4,MyD88,TRAF6,and NF-κB were significantly lower in the experimental group(P<0.05).The mRNA and protein expression levels of CLDN-1,OCLN and ZO-1 were significantly increased in the test group(P<0.05).The results between the test groups showed that the protein expression levels of CLDN-1 and OCLN were significantly increased in the T3 group compared with the T1 group(P<0.05).In conclusion,the addition of Echinacea extract to the ration can,to a certain ex-tent,improve the digestive ability,balance the immune ability,and improve the intestinal barrier function of the Bamei ternary pigs,thus promoting the intestinal health of pigs.
9.Clinical characteristics analysis of two Chinese siblings with Susac syndrome and literature review
Hui DONG ; Yulan LI ; Xiaoli XU ; Shulei LIU ; Shuyi LIU ; Han XIE ; Yuan WU ; Xingzhi CHANG ; Jing ZHANG ; Chen XING ; Chunying GUO ; Jun WANG ; Ye WU ; Xinhua BAO
Chinese Journal of Applied Clinical Pediatrics 2025;40(11):856-860
Objective:To investigate the clinical manifestation, therapy, and prognosis of Susac syndrome and enhance the understanding of this disease.Methods:A case summary was made.The clinical data of two siblings with Susac syndrome treated at Children′s Medical Center, Peking University First Hospital in January 2024 were summarized.Reported cases of pediatric Susac syndrome were reviewed.Results:The onset of the disease in the two siblings was at the age of 3.00 and 6.75 years, with recurrent headaches, tinnitus, hearing loss and encephalopathy symptoms.Cranial magnetic resonance imaging showed multiple cerebral microbleeding and microinfarction lesions, " snowball like" in the corpus callosum and diffuse white matter edema in the brain.Audiometry revealed sensorineural hearing loss.In one case, ophthalmic fluorescein angiography revealed ischemic changes due to branch retinal artery occlusions.No pathogenic variants were detected in gene testing.This child was diagnosed with Susac syndrome, and the symptoms were improved after treatment with Corticosteroids and Rituximab.No relapse was observed during the 9-month follow-up.A total of 20 pediatric cases of Susac syndrome were retrieved, including 18 reported previously and 2 cases from this study.There were 2 boys and 18 girls, with the age of onset ranging from 2.5 to 17.0 years.The common initial symptoms included headache (19 cases), vertigo and tinnitus or hearing loss (9 cases), and vision impairment or visual field defect (4 cases). The symptoms were improved after immunotherapy.Conclusions:With a low incidence, Susac syndrome is rare in children and difficult to diagnose.There may be a genetic predisposition in such disease.Early diagnosis and immunotherapy can low the relapse and improve the prognosis.
10.Status of tuberculosis prevention and control knowledge with perceived stress among college and middle school students with pulmonary tuberculosis in Yantai
Chinese Journal of School Health 2025;46(12):1706-1710
Objective:
To understand the current status of tuberculosis prevention and control knowledge and perceived stress among college and middle school students with pulmonary tuberculosis (PTB) in Yantai City, and to analyze the related factors, so as to provide a basis for the school to carry out health education and psychological counseling.
Methods:
A matched case control study was conducted, with 100 PTB student patients in junior high school and above who were diagnosed at designated medical institutions from October 2020 to October 2024. Four healthy control students of the same gender, same dormitory, or same class were selected for each case. Therefore, 100 cases and 400 controls were investigated by questionnaire. The following information was collected: personal basic information; tuberculosis prevention and control awareness; and scores of the Chinese Perceived Stress Scale (CPSS). Conditional Logistic regression model and mixed linear models were used to compare the PTB prevention and control awareness rate, as well as the perceived stress between the case and control groups. Multiple linear regression analysis was used to analyze the factors that may affect the perceived stress of students with PTB.
Results:
The awareness rates of four tuberculosis knowledge items (symptoms of PTB, main causes of onset after infection, consequences of PTB patients not receiving standardized and complete treatment, the most important method to prevent PTB) were higher in the case group (40.00%, 72.00% , 38.00%, 49.00%) than the control group (21.50%, 57.50%, 22.25%, 31.25%) and the differences were statistically significant ( Wald χ 2=18.44, 8.78, 13.20, 16.89, all P <0.01). The tension score (10.49±4.20), loss of control score ( 11.21± 4.58), and total score (21.70±6.88) in the case group were higher than the control group (9.35±4.73, 9.75±5.60, 19.09±8.36) and the differences were statistically significant ( t =2.21, 2.42, 2.88, all P <0.05). The results of multiple linear regression analysis showed that age ≥ 18 years and family history of tuberculosis were the related factors affecting the overall perceived stress and tension of college and middle school students with PTB ( B total scores =4.50, 5.91; B tension score =2.39, 3.23, all P <0.05).
Conclusions
The tuberculosis prevention and control awareness rate, and the perceived stress of college and middle school students with PTB in Yantai are both higher than students without tuberculosis. Moreover, the perceived stress of students with PTB who are aged ≥18 years or have a family history of tuberculosis is even higher.


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