OBJECTIVE: Humans are exposed to complex mixtures of environmental chemicals and other factors that can affect their health. Analysis of these mixture exposures presents several key challenges for environmental epidemiology and risk assessment, including high dimensionality, correlated exposure, and subtle individual effects. METHODS: We proposed a novel statistical approach, the generalized functional linear model (GFLM), to analyze the health effects of exposure mixtures. GFLM treats the effect of mixture exposures as a smooth function by reordering exposures based on specific mechanisms and capturing internal correlations to provide a meaningful estimation and interpretation. The robustness and efficiency was evaluated under various scenarios through extensive simulation studies. RESULTS: We applied the GFLM to two datasets from the National Health and Nutrition Examination Survey (NHANES). In the first application, we examined the effects of 37 nutrients on BMI (2011-2016 cycles). The GFLM identified a significant mixture effect, with fiber and fat emerging as the nutrients with the greatest negative and positive effects on BMI, respectively. For the second application, we investigated the association between four pre- and perfluoroalkyl substances (PFAS) and gout risk (2007-2018 cycles). Unlike traditional methods, the GFLM indicated no significant association, demonstrating its robustness to multicollinearity. CONCLUSION GFLM framework is a powerful tool for mixture exposure analysis, offering improved handling of correlated exposures and interpretable results. It demonstrates robust performance across various scenarios and real-world applications, advancing our understanding of complex environmental exposures and their health impacts on environmental epidemiology and toxicology.
Humans ; Environmental Exposure/analysis* ; Linear Models ; Nutrition Surveys ; Environmental Pollutants ; Body Mass Index

OBJECTIVE To investigate and control a suspected outbreak of hospital-associated Elizabethkingia a-nopheles infection in respiratory intensive care unit(RICU),and provide scientific basis for effective prevention and control of hospital-associated E.anophelis infection.METHODS The tracking source analysis was performed for 9 identified cases who were detected with E.anophelis through epidemiological survey,environmental hy-giene monitoring and endoscopic cavity visualization system,the surroundings that they contacted and the instru-ments they were treated with were investigated.The targeted prevention and control measures were implemented.RESULTS A total of 55 samples were collected from the surrounding environment and shared instru-ments of 9 patients detected with E.anophelis.Totally 6 samples were detected positive for the environmental ob-ject surfaces of 3 patients,and 15 positive samples were identified as the same source by homology analysis.Two faulty bronchoscopes were found through the visualization system of lumen instruments.CONCLUSIONS There are multiple pathways of cross-contamination of bronchoscope and person-to person transmission of E.anophelis in RICU.Strengthening the management of cleaning and disinfection of bronchoscope,increasing the frequency of cleaning and disinfection of RICU environmental surfaces and improving the compliance of hand hy-giene of medical staff are important measures to control the outbreak of hospital-associated infection.

Objective To observe the effects of Jianpi Huatan Prescription on hepatic cholesterol synthesis in subclinical hypothyroidism(SCH)mice;To discuss its mechanism based on cAMP/CREB/HMGCR signaling pathway.Methods Totally 80 C57BL/6 male mice were randomly divided into control group(10 mice)and modeling group(70 mice),and the modeling group was given methimazole 0.08 mg/(kg·d)in drinking water for 16 weeks to establish a SCH mdoel.The model mice were randomly divided into model group,euthyrox group and Jianpi Huatan Prescription high-,medium-and low-dosage groups,with 10 mice in each group,and were given corresponding drugs for gavage for 6 weeks.HE staining and Oil red O staining were used to observe the morphology and lipid deposition of liver tissue,ELISA was used to detect serum contents of thyroid stimulating hormone(TSH),triiodothyronine(T3),thyroid hormone(T4),total cholesterol(TC),triglycerides(TG),and TC,cyclic adenosine monophosphate(cAMP)in liver tissue,Western blot was used to detect the expressions of protein kinase A(PKA),cyclic adenosine response element binding protein(CREB),p-CREB and 3-hydroxy-3-methylglutaryl-CoA reductase(HMGCR)in liver tissue.Results Compared with the control group,the liver tissue of mice in the model group showed fat vacuoles of different sizes and obvious lipid deposition;the contents of TSH,TC,TG in serum and TC,cAMP in liver tissue significantly increased(P＜0.05,P＜0.01);the protein expressions of PKA,p-CREB and HMGCR significantly increased(P＜0.01).Compared with the model group,lipid deposition in liver tissue and structure of liver cells was improved to varying degrees in euthyrox group and Jianpi Huatan Prescription high-and medium-dosage groups,and the contents of serum TSH,TC,TG,and liver tissue TC,cAMP decreased(P＜0.05,P＜0.01);the expressions of PKA,p-CREB and HMGCR protein in liver tissue increased significantly(P＜0.01).Conclusion Jianpi Huatan Prescription can significantly inhibit hepatic cholesterol synthesis in SCH mice,and improve hepatic fat vacuoles and lipid deposition,and its mechanism may be to reduce TSH levels in SCH mice by regulating the cAMP/CREB/HMGCR signaling pathway.

Crohn's disease (CD), a chronic and recurrent inflammatory bowel disease, requires repeated intestinal evaluations. As a non-radioactive, non-invasive, well-tolerated, inexpensive and easily reproducible detection tool, intestinal ultrasound (IUS) has been more and more widely used in the diagnosis and treatment of CD in recent years. Various parameters of IUS, such as bowel wall thickness, bowel wall stratification, color doppler signals, and inflammatory mesenteric fat, provide a lot of critical information in the diagnosis and treatment of CD. IUS can not only accurately diagnose CD and its complications, but also well evaluate CD disease activity and treatment response, and effectively predict CD transmural remission, disease duration, surgical risk, and postoperative recurrence. IUS has demonstrated good accuracy in the diagnosis, evaluation and prediction of CD.

Objective To explore the role of neogambogic acid in the characteristics of colorectal cancer stem cells (CRC-CSCs) through the Wnt/β-catenin signaling pathway. Methods The colorectal cells SW480 and HCT166 were divided into control group and neogambogic acid groups (1.5, 3, 6, and 12 μmol/L). The viability of CRC-CSCs was determined by MTT method, and spheroid and clone formation assays were used to assess the capacity of spheroid formation and self-renewal ability of the cells. The effects of neogambogic acid on the apoptosis and cell cycle of CRC-CSCs were evaluated by flow cytometry assays. Real-time quantitative PCR was used to detect the mRNA expression levels of relative markers (CD133, CD44, ALDH1, Oct4, and Nanog) of CRC-CSCs, and the protein expression levels of the self-renewal marker (PCNA), apoptosis markers (cleaved caspase-3 and cleaved caspase-9), and Wnt/β-catenin signaling pathway markers (p-GSK3β, GSK3β, β-catenin, and Wnt) were analyzed using Western blot. Results Compared with the control group, after neogambogic acid treatment, the viability of SW480 and HCT116 cells decreased (P<0.05), the spheroid forming ability and the clone numbers of CRC-CSCs decreased (P<0.001, P<0.01) but the cell apoptosis rate increased (P<0.01), and cell cycle was arrested in G₀/G₁ phase. Moreover, neogambogic acid downregulated the mRNA and protein expression of relative markers of CRC-CSCs (CD133, CD44, ALDH1, Oct4, and Nanog), PCNA, p-GSK3β, β-catenin, and Wnt (P<0.05) and upregulated the expression of cleaved caspase-3, cleaved caspase-9, and GSK3β (P<0.01). Conclusion Neogambogic can inhibit the stem cell properties of colorectal cells via inhibition of Wnt/β-catenin signaling pathway. As a result, neogambogic acid may be an attractive agent against colorectal cancer.

Crohn's disease (CD), a chronic and recurrent inflammatory bowel disease, requires repeated intestinal evaluations. As a non-radioactive, non-invasive, well-tolerated, inexpensive and easily reproducible detection tool, intestinal ultrasound (IUS) has been more and more widely used in the diagnosis and treatment of CD in recent years. Various parameters of IUS, such as bowel wall thickness, bowel wall stratification, color doppler signals, and inflammatory mesenteric fat, provide a lot of critical information in the diagnosis and treatment of CD. IUS can not only accurately diagnose CD and its complications, but also well evaluate CD disease activity and treatment response, and effectively predict CD transmural remission, disease duration, surgical risk, and postoperative recurrence. IUS has demonstrated good accuracy in the diagnosis, evaluation and prediction of CD.

Objective To observe the effects of Jianpi Huatan Prescription on hepatic cholesterol synthesis in subclinical hypothyroidism(SCH)mice;To discuss its mechanism based on cAMP/CREB/HMGCR signaling pathway.Methods Totally 80 C57BL/6 male mice were randomly divided into control group(10 mice)and modeling group(70 mice),and the modeling group was given methimazole 0.08 mg/(kg·d)in drinking water for 16 weeks to establish a SCH mdoel.The model mice were randomly divided into model group,euthyrox group and Jianpi Huatan Prescription high-,medium-and low-dosage groups,with 10 mice in each group,and were given corresponding drugs for gavage for 6 weeks.HE staining and Oil red O staining were used to observe the morphology and lipid deposition of liver tissue,ELISA was used to detect serum contents of thyroid stimulating hormone(TSH),triiodothyronine(T3),thyroid hormone(T4),total cholesterol(TC),triglycerides(TG),and TC,cyclic adenosine monophosphate(cAMP)in liver tissue,Western blot was used to detect the expressions of protein kinase A(PKA),cyclic adenosine response element binding protein(CREB),p-CREB and 3-hydroxy-3-methylglutaryl-CoA reductase(HMGCR)in liver tissue.Results Compared with the control group,the liver tissue of mice in the model group showed fat vacuoles of different sizes and obvious lipid deposition;the contents of TSH,TC,TG in serum and TC,cAMP in liver tissue significantly increased(P＜0.05,P＜0.01);the protein expressions of PKA,p-CREB and HMGCR significantly increased(P＜0.01).Compared with the model group,lipid deposition in liver tissue and structure of liver cells was improved to varying degrees in euthyrox group and Jianpi Huatan Prescription high-and medium-dosage groups,and the contents of serum TSH,TC,TG,and liver tissue TC,cAMP decreased(P＜0.05,P＜0.01);the expressions of PKA,p-CREB and HMGCR protein in liver tissue increased significantly(P＜0.01).Conclusion Jianpi Huatan Prescription can significantly inhibit hepatic cholesterol synthesis in SCH mice,and improve hepatic fat vacuoles and lipid deposition,and its mechanism may be to reduce TSH levels in SCH mice by regulating the cAMP/CREB/HMGCR signaling pathway.

OBJECTIVE To investigate and control a suspected outbreak of hospital-associated Elizabethkingia a-nopheles infection in respiratory intensive care unit(RICU),and provide scientific basis for effective prevention and control of hospital-associated E.anophelis infection.METHODS The tracking source analysis was performed for 9 identified cases who were detected with E.anophelis through epidemiological survey,environmental hy-giene monitoring and endoscopic cavity visualization system,the surroundings that they contacted and the instru-ments they were treated with were investigated.The targeted prevention and control measures were implemented.RESULTS A total of 55 samples were collected from the surrounding environment and shared instru-ments of 9 patients detected with E.anophelis.Totally 6 samples were detected positive for the environmental ob-ject surfaces of 3 patients,and 15 positive samples were identified as the same source by homology analysis.Two faulty bronchoscopes were found through the visualization system of lumen instruments.CONCLUSIONS There are multiple pathways of cross-contamination of bronchoscope and person-to person transmission of E.anophelis in RICU.Strengthening the management of cleaning and disinfection of bronchoscope,increasing the frequency of cleaning and disinfection of RICU environmental surfaces and improving the compliance of hand hy-giene of medical staff are important measures to control the outbreak of hospital-associated infection.

Background and aims:Hepatocellular carcinoma(HCC),which is prevalent worldwide and has a high mortality rate,needs to be effectively diagnosed.We aimed to evaluate the significance of plasma microRNA-15a/16-1(miR-15a/16)as a biomarker of hepatitis B virus-related HCC(HBV-HCC)using the machine learning model.This study was the first large-scale investigation of these two miRNAs in HCC plasma samples. Methods:Using quantitative polymerase chain reaction,we measured the plasma miR-15a/16 levels in a total of 766 participants,including 74 healthy controls,335 with chronic hepatitis B(CHB),47 with compensated liver cirrhosis,and 310 with HBV-HCC.The diagnostic performance of miR-15a/16 was examined using a machine learning model and compared with that of alpha-fetoprotein(AFP).Lastly,to validate the diagnostic efficiency of miR-15a/16,we performed pseudotemporal sorting of the samples to simulate progression from CHB to HCC. Results:Plasma miR-15a/16 was significantly decreased in HCC than in all control groups(P＜0.05 for all).In the training cohort,the area under the receiver operating characteristic curve(AUC),sensitivity,and average precision(AP)for the detection of HCC were higher for miR-15a(AUC=0.80,67.3％,AP=0.80)and miR-16(AUC=0.83,79.0％,AP=0.83)than for AFP(AUC=0.74,61.7％,AP=0.72).Combining miR-15a/16 with AFP increased the AUC to 0.86(sensitivity 85.9％)and the AP to 0.85 and was significantly superior to the other markers in this study(P＜0.05 for all),as further demonstrated by the detection error tradeoff curves.Moreover,miR-15a/16 impressively showed potent diagnostic power in early-stage,small-tumor,and AFP-negative HCC.A validation cohort confirmed these results.Lastly,the simulated follow-up of patients further validated the diagnostic efficiency of miR-15a/16. Conclusions:We developed and validated a plasma miR-15a/16-based machine learning model,which exhibited better diagnostic performance for the early diagnosis of HCC compared to that of AFP.

BACKGROUND: The therapeutic potential of exosomes from human umbilical cord mesenchymal stem cells (HUMSCsExo) for delivering specific circular RNAs (circRNAs) in treating premature ovarian failure (POF) is not well understood.This study aimed to explore the efficacy of HUMSCs-Exo in delivering hsa_circ_0002021 for POF treatment, focusing on its effects on granulosa cell (GC) senescence and ovarian function. METHODS: Bioinformatic analysis was conducted on circRNA profiles using the GSE97193 dataset from GEO, targeting granulosa cells from varied age groups. To simulate granulosa cell senescence, KGN cells were treated with cyclophosphamide (CTX). HUMSCs were transfected with pcDNA 3.1 vectors to overexpress hsa_circ_0002021, and the HUMSCsExo secreted were isolated. These exosomes were characterized by transmission electron microscopy (TEM) and Western blotting to confirm exosomal markers CD9 and CD63. Co-culture of these exosomes with CTX-treated KGN cells was performed to assess b-galactosidase activity, oxidative stress markers, ROS levels, and apoptosis via flow cytometry.Interaction between hsa_circ_0002021, microRNA-125a-5p (miR-125a-5p), and cyclin-dependent kinase 6 (CDK6) was investigated using dual-luciferase assays and RNA immunoprecipitation (RIP). A POF mouse model was induced with CTX, treated with HUMSCs-Exo, and analyzed histologically and via immunofluorescence staining. Gene expression was quantified using RT-qPCR and Western blot. RESULTS: hsa_circ_0002021 was under expressed in both in vivo and in vitro POF models and was effectively delivered by HUMSCs-Exo to KGN cells, showing a capability to reduce GC senescence. Overexpression of hsa_circ_0002021 in HUMSCs-Exo significantly enhanced these anti-senescence effects. This circRNA acts as a competitive adsorbent of miR-125a-5p, regulating CDK6 expression, which is crucial in modulating cell cycle and apoptosis. Enhanced expression of hsa_circ_0002021 in HUMSCs-Exo ameliorated GC senescence in vitro and improved ovarian function in POF models by modulating oxidative stress and cellular senescence markers. CONCLUSION This study confirms that hsa_circ_0002021, when delivered through HUMSCs-Exo, can significantly mitigate GC senescence and restore ovarian function in POF models. These findings provide new insights into the molecular mechanisms of POF and highlight the therapeutic potential of circRNA-enriched exosomes in treating ovarian aging and dysfunction.