OBJECTIVE To investigate the effects of baicalin （BC） on insulin resistance in rats with gestational diabetes mellitus （GDM） and its underlying mechanism based on the adenosine monophosphate-activated protein kinase （AMPK）/suppressor of variegation 3-9 homolog 1 （SUV39H1）/histone H3 lysine 9 trimethylation （H3K9me3） axis. METHODS A GDM rat model was established by a combination of a high-fat diet and streptozotocin injection. The successfully modeled rats were divided into the GDM group， BC low-dose group， BC high-dose group， and high-dose of BC+AMPK inhibitor （Compound C） group， with 10 rats in each group. Another 10 pregnant rats fed a normal diet served as the control group. Rats in each group were given corresponding drugs/normal saline intragastrically and/or intraperitoneally， once daily for 2 consecutive weeks. After the last administration， the levels of fasting blood glucose （FBG）， pancreatic function indexes [fasting insulin （FINS）， homeostasis model assessment of insulin resistance （HOMA-IR）， insulin sensitivity index （ISI）]， blood lipid indexes （total cholesterol， triglyceride， low-density lipoprotein cholesterol）， liver function indexes （alanine transferase， aspartate transferase， alkaline phosphatase）， inflammatory indicators （C-reactive protein， interleukin-1β， interleukin-6）， metabolic regulatory protein [complement-C1q/tumor necrosis factor-related protein 3 （CTRP3）]， insulin sensitivity related factors [glucose transporter 4 （GLUT4）， adiponectin]， and oxidative stress indicators [superoxide dismutase （SOD）， catalase （CAT）， malondialdehyde （MDA）] were measured. Pathological changes in liver tissue were observed， and the expressions of proteins related to the AMPK/SUV39H1/H3K9me3 axis in liver tissue were detected. RESULTS Compared with the GDM group， rats in the BC low- and high-dose groups showed varying degrees of improvement in pathological changes such as disordered cell arrangement， vacuolar degeneration， lipid deposition， and inflammatory cell infiltration in liver tissue. Their FBG and FINS levels， HOMA-IR， the levels of blood lipid indexes， liver function indexes， inflammatory indicators and MDA， and the expressions of SUV39H1 and H3K9me3 were significantly decreased or down-regulated， while metabolic regulatory protein， insulin sensitivity-related factors and AMPK protein phosphorylation levels were significantly increased （ P ＜0.05）. The improvement was more significant in the BC high-dose group （ P ＜0.05）. Compound C could significantly reverse the ameliorative effects of high-dose BC on the above quantitative indicators （ P ＜0.05）. CONCLUSIONS BC can significantly reduce oxidative stress and inflammatory responses， increase serum levels of CTRP3， GLUT4 and adiponectin， thereby improving insulin resistance in GDM rats. These effects may be related to the activation of AMPK and inhibition of SUV39H1-mediated H3K9me3 modification.

Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans ; Schizophrenia/pathology* ; Diffusion Tensor Imaging/methods* ; Male ; Female ; Adult ; Brain/metabolism* ; Young Adult ; Middle Aged ; White Matter/pathology* ; Gene Expression ; Nerve Net/diagnostic imaging* ; Graph Neural Networks

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.

Objective:To investigate the relationship between the duration of folic acid supplementation,gesta-tional diabetes mellitus(GDM)and adverse perinatal outcomes based on generalized linear mixed model.Meth-ods:Clinical data was collected of 759 pairs of mothers and children who delivered at the First Affiliated Hospital of Hebei North University from January 2021 to December 2022.The adverse perinatal outcomes of this study in-cluded cesarean section,premature birth,macrosomia,low birth weight(LBW),large for gestational age(LGA),and small for gestational age infant(SGA).Generalized linear mixed model was used to analyze the impact of GDM and supplementation with folic acid for a duration of ≥3 months on the risk of adverse perinatal outcomes.A stratified analysis of the duration of folic acid supplementation was conducted to determine whether it was a con-founding factor or influencing factor of GDM and adverse birth outcomes.Results:A total of 748 patients(98.55％)received folic acid supplementation before and during pregnancy,with a total of 743 patients(97.89％)receiving folic acid supplementation during pregnancy and 496 patients(65.35％)receiving folic acid supplementation before pregnancy.77 mothers were diagnosed with GDM,with an incidence rate of 10.14％.Compared with those who received folic acid supplementation before pregnancy for＜3 months,those who re-ceived folic acid supplementation before pregnancy for ≥ 3 months were associated with an increased risk of GDM.The adjusted RR(aRR)was 1.72(95％CI 1.17-2.53).The GDM patients who received folic acid sup-plementation for≥3 months before pregnancy was associated with a reduced risk of SGA,with an aRR of 0.40(95％CI 0.18-0.89).In the subgroup of pregnant women who received folic acid supplementation for≥3 months,GDM was associated with an increased risk of cesarean section(aRR 1.36,95％CI 1.06-1.75))and macrosomia(aRR2.11,95％CI 1.06-4.20),but both aRR were lower than fixed effect RR of 1.53(95％CI 1.01-2.34)and 2.43(95％CI 12.7-4.66),respectively.and the above differences were statistically signifi-cant(P＜0.01).Conclusions:Supplementing folic acid for≥3 months before pregnancy increases the risk of GDM,but reduces the risk of SGA birth in patients with GDM.Supplementing folic acid during pregnancy for≥3 months has a reducing effect on the risk of adverse perinataloutcomes of cesarean section and macrosomia in women with GDM.