BACKGROUND Impaired glucose tolerance(IGT)is a homeostatic state between euglycemia and hyperglycemia and is considered an early high-risk state of diabetes.When IGT occurs,insulin sensitivity decreases,causing a redu...BACKGROUND Impaired glucose tolerance(IGT)is a homeostatic state between euglycemia and hyperglycemia and is considered an early high-risk state of diabetes.When IGT occurs,insulin sensitivity decreases,causing a reduction in insulin secretion and an increase in glucagon secretion.Recently,vascular endothelial growth factor B(VEGFB)has been demonstrated to play a positive role in improving glucose metabolism and insulin sensitivity.Therefore,we constructed a mouse model of IGT through high-fat diet feeding and speculated that VEGFB can regulate hyperglycemia in IGT by influencing insulin-mediated glucagon secretion,thus contributing to the prevention and cure of prediabetes.AIM To explore the potential molecular mechanism and regulatory effects of VEGFB on insulin-mediated glucagon in mice with IGT.METHODS We conducted in vivo experiments through systematic VEGFB knockout and pancreatic-specific VEGFB overexpression.Insulin and glucagon secretions were detected via enzyme-linked immunosorbent assay,and the protein expression of phosphoinositide 3-kinase(PI3K)/protein kinase B(AKT)was determined using western blot.Further,mRNA expression of forkhead box protein O1,phosphoenolpyruvate carboxykinase,and glucose-6 phosphatase was detected via quantitative polymerase chain reaction,and the correlation between the expression of proteins was analyzed via bioinformatics.RESULTS In mice with IGT and VEGFB knockout,glucagon secretion increased,and the protein expression of PI3K/AKT decreased dramatically.Further,in mice with VEGFB overexpression,glucagon levels declined,with the activation of the PI3K/AKT signaling pathway.CONCLUSION VEGFB/vascular endothelial growth factor receptor 1 can promote insulin-mediated glucagon secretion by activating the PI3K/AKT signaling pathway to regulate glucose metabolism disorders in mice with IGT.展开更多
[Objectives]To evaluate the efficacy of Zishen Pills(ZSP),a Chinese patent drug,in the treatment of elderly patients with impaired glucose tolerance(IGT)and its effects on the prevention of diabetes mellitus(DM).[Meth...[Objectives]To evaluate the efficacy of Zishen Pills(ZSP),a Chinese patent drug,in the treatment of elderly patients with impaired glucose tolerance(IGT)and its effects on the prevention of diabetes mellitus(DM).[Methods]Thirty-five IGT patients were randomized to receive 10 g of ZSP three times daily(ZSP group,n=24)or no drug intervention(control group,n=11)for 12 weeks.Oral glucose tolerance test,glycated hemoglobin A1c(HbA1c),body mass index,blood lipids levels,fasting insulin,and insulin resistance calculated using homeostatic model assessment(HOMA-IR)of all the patients were observed and compared before and after the treatment.[Results]Thirty participants completed the trial(20 in ZSP group and 10 in the control group).There were statistically significant decreases in plasma triglycerides(TG),fasting blood-glucose(FBG),2-h plasma glucose(2-h PG),HbA1c,and HOMA-IR in ZSP group compared with the control group after 12 weeks of treatment(P<0.05 or P<0.01).After 12 weeks of treatment,2(20.0%)patients returned to normal blood glucose,and 2(20.0%)patients turned into DM in control group,while in the ZSP group,9(45.0%)patients returned to normal blood glucose and 1(5.0%)patient turned into DM.[Conclusions]ZSP effectively improved glucose control,increased the conversion of IGT to normal glucose,and improved the insulin resistance in elderly patients with IGT.This Chinese patent drug may have a clinical value for IGT.展开更多
Objective To explore the mechanism of Gui Jianyu(Euonymus alatus(Thunb.)Sieb.)in treating hypertension(HT)complicated with impaired glucose tolerance(IGT)based on network pharmacology and molecular docking technology....Objective To explore the mechanism of Gui Jianyu(Euonymus alatus(Thunb.)Sieb.)in treating hypertension(HT)complicated with impaired glucose tolerance(IGT)based on network pharmacology and molecular docking technology.Methods The main chemical components and targets of Gui Jianyu were obtained from TCMSP database.The Swiss Target Prediction platform was used to predict drug-related targets for supplement.Main disease targets of HT complicated with IGT were obtained from GenCards,OMIM and DrugBank databases.The intersection targets of drugs and two diseases were obtained by R and Veen Diagram was drawn.The protein-protein interaction(PPI)network model was constructed in STRING platform and visualized by Cytoscape tool.GO and KEGG analysis on Metascape platform were used to analyse the common targets.Network of main drug components-disease targets-pathways was established with Cytoscape tool.Finally,the molecular docking between the core regulatory active components of Gui Jianyu and the core targets were verified by Autodock vina.Results Eight active components and 357 corresponding targets were obtained.681 HT related targets and 727 IGT related targets,196 disease intersection targets,and 57 Gui Jianyu targets in the treatment of HT complicated with IGT were confirmed.20 GO and 19 KEGG main pathways were enriched.Molecular docking of 2 key active ingredients with 2 key targets showed that all results scores were less than-5.0 kcal·mol-1.Quercetin and kaempferol,the key active components,had good binding activity with AKT1 and TP53.Conclusion Gui Jianyu may play a key role in the treatment of HT complicated with IGT by reducing insulin resistance.This work explored the common pathogenesis of HT complicated with IGT,and also provided a reference for further pharmacological research and exploration the efficacy of Gui Jianyu for HT complicated with IGT.展开更多
Gut microbiota and circulating metabolite dysbiosis predate important pathological changes in glucose metabolic disorders;however,comprehensive studies on impaired glucose tolerance(IGT),a diabetes mellitus(DM)precurs...Gut microbiota and circulating metabolite dysbiosis predate important pathological changes in glucose metabolic disorders;however,comprehensive studies on impaired glucose tolerance(IGT),a diabetes mellitus(DM)precursor,are lacking.Here,we perform metagenomic sequencing and metabolomics on 47 pairs of individuals with IGT and newly diagnosed DM and 46 controls with normal glucose tolerance(NGT);patients with IGT are followed up after 4 years for progression to DM.Analysis of baseline data reveals significant differences in gut microbiota and serum metabolites among the IGT,DM,and NGT groups.In addition,13 types of gut microbiota and 17 types of circulating metabolites showed significant differences at baseline before IGT progressed to DM,including higher levels of Eggerthella unclassified,Coprobacillus unclassified,Clostridium ramosum,L-valine,L-norleucine,and L-isoleucine,and lower levels of Eubacterium eligens,Bacteroides faecis,Lachnospiraceae bacterium 3_1_46FAA,Alistipes senegalensis,Megaspaera elsdenii,Clostridium perfringens,α-linolenic acid,10E,12Z-octadecadienoic acid,and dodecanoic acid.A random forest model based on differential intestinal microbiota and circulating metabolites can predict the progression from IGT to DM(AUC=0.87).These results suggest that microbiome and metabolome dysbiosis occur in individuals with IGT and have important predictive values and potential for intervention in preventing IGT from progressing to DM.展开更多
The oral glucose tolerance test(OGTT)has been widely used both in clinics and in basic research for a long time.It is applied to diagnose impaired glucose tolerance and/or type 2 diabetes mellitus in individuals.Addit...The oral glucose tolerance test(OGTT)has been widely used both in clinics and in basic research for a long time.It is applied to diagnose impaired glucose tolerance and/or type 2 diabetes mellitus in individuals.Additionally,it has been employed in research to investigate glucose utilization and insulin sensitivity in animals.The main aim of each was quite different,and the details are also somewhat varied.However,the time or duration of the OGTT was the same,using the 2-h post-glucose load glycemia in both,following the suggestions of the American Diabetes Association.Recently,the use of 30-min or 1-h post-glucose load glycemia in clinical practice has been recommended by several studies.In this review article,we describe this new view and suggest perspectives for the OGTT.Additionally,quantification of the glucose curve in basic research is also discussed.Unlike in clinical practice,the incremental area under the curve is not suitable for use in the studies involving animals receiving repeated treatments or chronic treatment.We discuss the potential mechanisms in detail.Moreover,variations between bench and bedside in the application of the OGTT are introduced.Finally,the newly identified method for the OGTT must achieve a recommendation from the American Diabetes Association or another official unit soon.In conclusion,we summarize the recent reports regarding the OGTT and add some of our own perspectives,including machine learning and others.展开更多
BACKGROUND Data regarding the most suitable diagnostic method for the diagnosis of glucose impairment in asymptomatic children and adolescents are inconclusive.Furthermore,limited data are available on the reproducibi...BACKGROUND Data regarding the most suitable diagnostic method for the diagnosis of glucose impairment in asymptomatic children and adolescents are inconclusive.Furthermore,limited data are available on the reproducibility of the oral glucose tolerance test(OGTT)in children and adolescents who are obese(OB).AIM To investigate the usefulness of the OGTT as a screening method for glucose dysregulation in children and adolescents.METHODS Eighty-one children and adolescents,41 females,either overweight(OW),OB or normal weight(NW)but with a strong positive family history of type 2 diabetes mellitus(T2DM),were enrolled in the present observational study from the Outpatient Clinic of Paediatric Endocrinology of the University Hospital of Patras in Greece.One or two 3-h OGTTs were performed and glucose,insulin and Cpeptide concentrations were measured at several time points(t=0 min,t=15 min,t=30 min,t=60 min,t=90 min,t=120 min,t=180 min).RESULTS Good repetitiveness was observed in the OGTT response with regard to T2DM,while low repetitiveness was noted in the OGTT response with regard to impaired glucose tolerance(IGT)and no repetitiveness with regard to impaired fasting glucose(IFG).In addition,no concordance was observed between IFG and IGT.During the 1st and 2nd OGTTs,no significant difference was found in the glucose concentrations between NW,OW and OB patients,whereas insulin and C-peptide concentrations were higher in OW and OB compared to NW patients at several time points during the OGTTs.Also,OW and OB patients showed a worsening insulin and C-peptide response during the 2nd OGTT as compared to the 1st OGTT.CONCLUSION In mild or moderate disorders of glucose metabolism,such as IFG and IGT,a diagnosis may not be reached using only one OGTT,and a second test or additional investigations may be needed.When glucose metabolism is profoundly impaired,as in T2DM,one OGTT is probably more reliable and adequate for establishing the diagnosis.Excessive weight and/or a positive family history of T2DM possibly affect the insulin and C-peptide response in the OGTT from a young age.展开更多
There is shortage of organs,including kidneys,worldwide.Along with deceased kidney transplantation,there is a significant rise in live kidney donation.The prevalence of prediabetes(PD),including impaired fasting gluco...There is shortage of organs,including kidneys,worldwide.Along with deceased kidney transplantation,there is a significant rise in live kidney donation.The prevalence of prediabetes(PD),including impaired fasting glucose and impaired glucose tolerance,is on the rise across the globe.Transplant teams frequently come across prediabetic kidney donors for evaluation.Prediabetics are at risk of diabetes,chronic kidney disease,cardiovascular events,stroke,neuropathy,retinopathy,dementia,depression and nonalcoholic liver disease along with increased risk of all-cause mortality.Unfortunately,most of the studies done in prediabetic kidney donors are retrospective in nature and have a short follow up period.There is lack of prospective long-term studies to know about the real risk of complications after donation.Furthermore,there are variations in recommendations from various guidelines across the globe for donations in prediabetics,leading to more confusion among clinicians.This increases the responsibility of transplant teams to take appropriate decisions in the best interest of both donors and recipients.This review focuses on pathophysiological changes of PD in kidneys,potential complications of PD,other risk factors for development of type 2 diabetes,a review of guidelines for kidney donation,the potential role of diabetes risk score and calculator in kidney donors and the way forward for the evaluation and selection of prediabetic kidney donors.展开更多
The immune system goes through a profound transformation during pregnancy,and certain unexpected maternal complications have been correlated to this transition.The ability to correctly examine,diagnoses,and predict pr...The immune system goes through a profound transformation during pregnancy,and certain unexpected maternal complications have been correlated to this transition.The ability to correctly examine,diagnoses,and predict pregnancy-hastened diseases via the available big data is a delicate problem since the range of information continuously increases and is scalable.Many approaches for disease diagnosis/classification have been established with the use of data mining concepts.However,such methods do not provide an appropriate classification/diagnosis model.Furthermore,single learning approaches are used to create the bulk of these systems.Classification issues may be made more accurate by combining predictions from many different techniques.As a result,we used the Ensembling of Neuro-Fuzzy(E-NF)method to perform a high-level classification of medical diseases.E-NF is a layered computational model with self-learning and self-adaptive capabilities to deal with specific problems,such as the handling of imprecise and ambiguous data that may lead to uncertainty concerns that specifically emerge during the classification stage.Preprocessing data,Training phase,Ensemble phase,and Testing phase make up the complete procedure for the suggested task.Data preprocessing includes feature extraction and dimensionality reduction.Besides such processes,the training phase includes the fuzzification process of medical data.Moreover,training of input data was done using four types of NF techniques:Fuzzy Adaptive Learning Control Network(FALCON),Adaptive Network-based Fuzzy Inference System(ANFIS),Self Constructing Neural Fuzzy Inference Network(SONFIN)and/Evolving Fuzzy Neural Network(EFuNN).Later,in the ensemble phase,all the NF methods’predicted outcomes are integrated,and finally,the test results are evaluated in the testing phase.The outcomes indicate that the method could predict impaired glucose tolerance,preeclampsia,gestational hypertensive abnormalities,bacteriuria,and iron deficiency anaemia better than the others.In addition,the model exposed the capability to be utilized as an autonomous learning strategy,specifically in the early stages of pregnancy,examinations,and clinical guidelines for disease interventions.展开更多
Polycystic ovary syndrome(PCOS)is one of the most common endocrine disorders,affecting 5%-10%of women of reproductive age.The importance of this syndrome lies in the magnitude of associated comorbidities:infertility,m...Polycystic ovary syndrome(PCOS)is one of the most common endocrine disorders,affecting 5%-10%of women of reproductive age.The importance of this syndrome lies in the magnitude of associated comorbidities:infertility,metabolic dysfunction,cardiovascular disease(CVD),plus psychological and oncological complications.Insulin resistance(IR)is a prominent feature of PCOS with a prevalence of 35%-80%.Without adequate management,IR with compensatory hyperinsulinemia contributes directly to reproductive dysfunction in women with PCOS.Furthermore,epidemiological data shows compelling evidence that PCOS is associated with an increased risk of impaired glucose tolerance,gestational diabetes mellitus and type 2 diabetes.In addition,metabolic dysfunction leads to a risk for CVD that increases with aging in women with PCOS.Indeed,the severity of IR in women with PCOS is associated with the amount of abdominal obesity,even in lean women with PCOS.Given these drastic implications,it is important to diagnose and treat insulin resistance as early as possible.Many markers have been proposed.However,quantitative assessment of IR in clinical practice remains a major challenge.The gold standard method for assessing insulin sensitivity is the hyperinsulinemic euglycemic glucose clamp.However,it is not used routinely because of the complexity of its procedure.Consequently,there has been an urgent need for surrogate markers of IR that are more applicable in large population-based epidemiological investigations.Despite this,many of them are either difficult to apply in routine clinical practice or useless for women with PCOS.Considering this difficulty,there is still a need for an accurate marker for easy,early detection and assessment of IR in women with PCOS.This review highlights markers of IR already used in women with PCOS,including new markers recently reported in literature,and it establishes a new classification for these markers.展开更多
Background: Research indicates an association between impaired glucose metabolism and overweight, a serious public health problem involving an increased risk of Type 2 diabetes, related hypertension, and a reduced qua...Background: Research indicates an association between impaired glucose metabolism and overweight, a serious public health problem involving an increased risk of Type 2 diabetes, related hypertension, and a reduced quality of life. Aim: The first aim is to assess different dimensions of Health-Related Quality of Life (HRQoL) in overweight individuals at risk of developing Type 2 diabetes compared to a normal population. The second aim is to examine the impact of resistance training on the pre-post HRQoL dimension scores of the intervention group. Methods: Eighteen participants were randomly assigned to one of the two resistance training groups. Group 1 engaged in supervised maximal resistance training (Bernstein inverted pyramid system: 5× 3 - 4, 60% - 85% of 1 Repetition Maximum (RM)), three days/week over four months, and Group 2 performed endurance resistance training (including lower weight loads and more repetitions over four months). The intervention consisted of eight exercises involving the entire body. The subjects completed the Short-Form Health Survey (SF-36) on HRQoL. The HRQoL scores of the norm population were higher than those of people at risk of developing Type 2 diabetes, and resistance training seemed to have a limited significant positive effect on the different HRQoL dimensions.展开更多
Background:impaired glucose tolerance(IGT)is the early stage of diabetes and it would be deteriorated to type 2 diabetes mellitus(T2 DM)easily if no intervention provided.In western medicine,drug therapy assisted with...Background:impaired glucose tolerance(IGT)is the early stage of diabetes and it would be deteriorated to type 2 diabetes mellitus(T2 DM)easily if no intervention provided.In western medicine,drug therapy assisted with the intervention of lifestyle is predominated.However,drug therapy brings serious side effect and high prices,while lifestyle intervention is difficult to be insisted on by patients.Therefore,a green and effective intervention mode is urgently needed.Transcutaneous auricular vagus nerve stimulation(taVNS)is a noninvasive and green therapeutic method based on the theory of traditional Chinese medicine(TCM),which can regulate glucose metabolism and reduce blood glucose,but the clinical effect of it has not been clarified yet at present.Hence,this randomized controlled trial(RCT)aims at exploring the effectiveness and safety of taVNS in the treatment of IGT.Methods:a total of 158 patients with IGT will be randomized into a taVNS group and a transcutaneous non-auricular vagus nerve stimulation(tnVNS)group,79 cases in each one.In the taVNS group and the tnVNS group,electric stimulation would be applied to Yidan(胰胆pancreas and gallbladder,CO11)and Pi(脾spleen,CO13)on auricular concha and Jian(肩shoulder SF4,5)on auricular rim respectively.The electric stimulation parameters would be the same in the patients of two groups,for 30 min in each treatment,twice a day,6 weeks as one course and 2 courses of treatment required totally.In week 0,6 and 12 of intervention,the effectiveness indicators would be determined,i.e.fasting plasma glucose(FPG),2 h plasma glucose(2 hPG)and glycosylated hemoglobin(HbA1c)successively.On week 0 and 12,body mass index(BMI)would be calculated,respiration,pulse and blood pressure would be recorded separately.Discussion:through observing the regulatory effect of taVNS on FPG,2 hPG,HbAlc and BMI as well as the adverse reactions,the effectiveness and safety of taVNS in treatment of IGT would be evaluated.This study will provide a safe,effective,convenient and nontoxic side effect intervention for clinical treatment of IGT and prevention from the occurrence and development of T2DM.展开更多
基金Supported by the National Natural Science Foundation of China,No.31771284Basic Research Project of Yantai Science and Technology Innovation and Development Plan,No.2022JCYJ026+1 种基金Natural Science Foundation of Shandong province,No.ZR202111250163Yantai Science and Technology Plan Project,No.2022YD062.
文摘BACKGROUND Impaired glucose tolerance(IGT)is a homeostatic state between euglycemia and hyperglycemia and is considered an early high-risk state of diabetes.When IGT occurs,insulin sensitivity decreases,causing a reduction in insulin secretion and an increase in glucagon secretion.Recently,vascular endothelial growth factor B(VEGFB)has been demonstrated to play a positive role in improving glucose metabolism and insulin sensitivity.Therefore,we constructed a mouse model of IGT through high-fat diet feeding and speculated that VEGFB can regulate hyperglycemia in IGT by influencing insulin-mediated glucagon secretion,thus contributing to the prevention and cure of prediabetes.AIM To explore the potential molecular mechanism and regulatory effects of VEGFB on insulin-mediated glucagon in mice with IGT.METHODS We conducted in vivo experiments through systematic VEGFB knockout and pancreatic-specific VEGFB overexpression.Insulin and glucagon secretions were detected via enzyme-linked immunosorbent assay,and the protein expression of phosphoinositide 3-kinase(PI3K)/protein kinase B(AKT)was determined using western blot.Further,mRNA expression of forkhead box protein O1,phosphoenolpyruvate carboxykinase,and glucose-6 phosphatase was detected via quantitative polymerase chain reaction,and the correlation between the expression of proteins was analyzed via bioinformatics.RESULTS In mice with IGT and VEGFB knockout,glucagon secretion increased,and the protein expression of PI3K/AKT decreased dramatically.Further,in mice with VEGFB overexpression,glucagon levels declined,with the activation of the PI3K/AKT signaling pathway.CONCLUSION VEGFB/vascular endothelial growth factor receptor 1 can promote insulin-mediated glucagon secretion by activating the PI3K/AKT signaling pathway to regulate glucose metabolism disorders in mice with IGT.
基金Jiangsu Provincial Health Commission of China(M2021094)The Ninth Batch of Suzhou Gusu Health Key Talents Project(GSWS2022107)。
文摘[Objectives]To evaluate the efficacy of Zishen Pills(ZSP),a Chinese patent drug,in the treatment of elderly patients with impaired glucose tolerance(IGT)and its effects on the prevention of diabetes mellitus(DM).[Methods]Thirty-five IGT patients were randomized to receive 10 g of ZSP three times daily(ZSP group,n=24)or no drug intervention(control group,n=11)for 12 weeks.Oral glucose tolerance test,glycated hemoglobin A1c(HbA1c),body mass index,blood lipids levels,fasting insulin,and insulin resistance calculated using homeostatic model assessment(HOMA-IR)of all the patients were observed and compared before and after the treatment.[Results]Thirty participants completed the trial(20 in ZSP group and 10 in the control group).There were statistically significant decreases in plasma triglycerides(TG),fasting blood-glucose(FBG),2-h plasma glucose(2-h PG),HbA1c,and HOMA-IR in ZSP group compared with the control group after 12 weeks of treatment(P<0.05 or P<0.01).After 12 weeks of treatment,2(20.0%)patients returned to normal blood glucose,and 2(20.0%)patients turned into DM in control group,while in the ZSP group,9(45.0%)patients returned to normal blood glucose and 1(5.0%)patient turned into DM.[Conclusions]ZSP effectively improved glucose control,increased the conversion of IGT to normal glucose,and improved the insulin resistance in elderly patients with IGT.This Chinese patent drug may have a clinical value for IGT.
文摘Objective To explore the mechanism of Gui Jianyu(Euonymus alatus(Thunb.)Sieb.)in treating hypertension(HT)complicated with impaired glucose tolerance(IGT)based on network pharmacology and molecular docking technology.Methods The main chemical components and targets of Gui Jianyu were obtained from TCMSP database.The Swiss Target Prediction platform was used to predict drug-related targets for supplement.Main disease targets of HT complicated with IGT were obtained from GenCards,OMIM and DrugBank databases.The intersection targets of drugs and two diseases were obtained by R and Veen Diagram was drawn.The protein-protein interaction(PPI)network model was constructed in STRING platform and visualized by Cytoscape tool.GO and KEGG analysis on Metascape platform were used to analyse the common targets.Network of main drug components-disease targets-pathways was established with Cytoscape tool.Finally,the molecular docking between the core regulatory active components of Gui Jianyu and the core targets were verified by Autodock vina.Results Eight active components and 357 corresponding targets were obtained.681 HT related targets and 727 IGT related targets,196 disease intersection targets,and 57 Gui Jianyu targets in the treatment of HT complicated with IGT were confirmed.20 GO and 19 KEGG main pathways were enriched.Molecular docking of 2 key active ingredients with 2 key targets showed that all results scores were less than-5.0 kcal·mol-1.Quercetin and kaempferol,the key active components,had good binding activity with AKT1 and TP53.Conclusion Gui Jianyu may play a key role in the treatment of HT complicated with IGT by reducing insulin resistance.This work explored the common pathogenesis of HT complicated with IGT,and also provided a reference for further pharmacological research and exploration the efficacy of Gui Jianyu for HT complicated with IGT.
基金supported by the Innovation Team and Talents Cultivation Program of National Administration of Traditional Chinese Medicine(ZYYCXTD-D-202001)the National Natural Science Foundation of China(82104835).
文摘Gut microbiota and circulating metabolite dysbiosis predate important pathological changes in glucose metabolic disorders;however,comprehensive studies on impaired glucose tolerance(IGT),a diabetes mellitus(DM)precursor,are lacking.Here,we perform metagenomic sequencing and metabolomics on 47 pairs of individuals with IGT and newly diagnosed DM and 46 controls with normal glucose tolerance(NGT);patients with IGT are followed up after 4 years for progression to DM.Analysis of baseline data reveals significant differences in gut microbiota and serum metabolites among the IGT,DM,and NGT groups.In addition,13 types of gut microbiota and 17 types of circulating metabolites showed significant differences at baseline before IGT progressed to DM,including higher levels of Eggerthella unclassified,Coprobacillus unclassified,Clostridium ramosum,L-valine,L-norleucine,and L-isoleucine,and lower levels of Eubacterium eligens,Bacteroides faecis,Lachnospiraceae bacterium 3_1_46FAA,Alistipes senegalensis,Megaspaera elsdenii,Clostridium perfringens,α-linolenic acid,10E,12Z-octadecadienoic acid,and dodecanoic acid.A random forest model based on differential intestinal microbiota and circulating metabolites can predict the progression from IGT to DM(AUC=0.87).These results suggest that microbiome and metabolome dysbiosis occur in individuals with IGT and have important predictive values and potential for intervention in preventing IGT from progressing to DM.
文摘The oral glucose tolerance test(OGTT)has been widely used both in clinics and in basic research for a long time.It is applied to diagnose impaired glucose tolerance and/or type 2 diabetes mellitus in individuals.Additionally,it has been employed in research to investigate glucose utilization and insulin sensitivity in animals.The main aim of each was quite different,and the details are also somewhat varied.However,the time or duration of the OGTT was the same,using the 2-h post-glucose load glycemia in both,following the suggestions of the American Diabetes Association.Recently,the use of 30-min or 1-h post-glucose load glycemia in clinical practice has been recommended by several studies.In this review article,we describe this new view and suggest perspectives for the OGTT.Additionally,quantification of the glucose curve in basic research is also discussed.Unlike in clinical practice,the incremental area under the curve is not suitable for use in the studies involving animals receiving repeated treatments or chronic treatment.We discuss the potential mechanisms in detail.Moreover,variations between bench and bedside in the application of the OGTT are introduced.Finally,the newly identified method for the OGTT must achieve a recommendation from the American Diabetes Association or another official unit soon.In conclusion,we summarize the recent reports regarding the OGTT and add some of our own perspectives,including machine learning and others.
文摘BACKGROUND Data regarding the most suitable diagnostic method for the diagnosis of glucose impairment in asymptomatic children and adolescents are inconclusive.Furthermore,limited data are available on the reproducibility of the oral glucose tolerance test(OGTT)in children and adolescents who are obese(OB).AIM To investigate the usefulness of the OGTT as a screening method for glucose dysregulation in children and adolescents.METHODS Eighty-one children and adolescents,41 females,either overweight(OW),OB or normal weight(NW)but with a strong positive family history of type 2 diabetes mellitus(T2DM),were enrolled in the present observational study from the Outpatient Clinic of Paediatric Endocrinology of the University Hospital of Patras in Greece.One or two 3-h OGTTs were performed and glucose,insulin and Cpeptide concentrations were measured at several time points(t=0 min,t=15 min,t=30 min,t=60 min,t=90 min,t=120 min,t=180 min).RESULTS Good repetitiveness was observed in the OGTT response with regard to T2DM,while low repetitiveness was noted in the OGTT response with regard to impaired glucose tolerance(IGT)and no repetitiveness with regard to impaired fasting glucose(IFG).In addition,no concordance was observed between IFG and IGT.During the 1st and 2nd OGTTs,no significant difference was found in the glucose concentrations between NW,OW and OB patients,whereas insulin and C-peptide concentrations were higher in OW and OB compared to NW patients at several time points during the OGTTs.Also,OW and OB patients showed a worsening insulin and C-peptide response during the 2nd OGTT as compared to the 1st OGTT.CONCLUSION In mild or moderate disorders of glucose metabolism,such as IFG and IGT,a diagnosis may not be reached using only one OGTT,and a second test or additional investigations may be needed.When glucose metabolism is profoundly impaired,as in T2DM,one OGTT is probably more reliable and adequate for establishing the diagnosis.Excessive weight and/or a positive family history of T2DM possibly affect the insulin and C-peptide response in the OGTT from a young age.
文摘There is shortage of organs,including kidneys,worldwide.Along with deceased kidney transplantation,there is a significant rise in live kidney donation.The prevalence of prediabetes(PD),including impaired fasting glucose and impaired glucose tolerance,is on the rise across the globe.Transplant teams frequently come across prediabetic kidney donors for evaluation.Prediabetics are at risk of diabetes,chronic kidney disease,cardiovascular events,stroke,neuropathy,retinopathy,dementia,depression and nonalcoholic liver disease along with increased risk of all-cause mortality.Unfortunately,most of the studies done in prediabetic kidney donors are retrospective in nature and have a short follow up period.There is lack of prospective long-term studies to know about the real risk of complications after donation.Furthermore,there are variations in recommendations from various guidelines across the globe for donations in prediabetics,leading to more confusion among clinicians.This increases the responsibility of transplant teams to take appropriate decisions in the best interest of both donors and recipients.This review focuses on pathophysiological changes of PD in kidneys,potential complications of PD,other risk factors for development of type 2 diabetes,a review of guidelines for kidney donation,the potential role of diabetes risk score and calculator in kidney donors and the way forward for the evaluation and selection of prediabetic kidney donors.
文摘The immune system goes through a profound transformation during pregnancy,and certain unexpected maternal complications have been correlated to this transition.The ability to correctly examine,diagnoses,and predict pregnancy-hastened diseases via the available big data is a delicate problem since the range of information continuously increases and is scalable.Many approaches for disease diagnosis/classification have been established with the use of data mining concepts.However,such methods do not provide an appropriate classification/diagnosis model.Furthermore,single learning approaches are used to create the bulk of these systems.Classification issues may be made more accurate by combining predictions from many different techniques.As a result,we used the Ensembling of Neuro-Fuzzy(E-NF)method to perform a high-level classification of medical diseases.E-NF is a layered computational model with self-learning and self-adaptive capabilities to deal with specific problems,such as the handling of imprecise and ambiguous data that may lead to uncertainty concerns that specifically emerge during the classification stage.Preprocessing data,Training phase,Ensemble phase,and Testing phase make up the complete procedure for the suggested task.Data preprocessing includes feature extraction and dimensionality reduction.Besides such processes,the training phase includes the fuzzification process of medical data.Moreover,training of input data was done using four types of NF techniques:Fuzzy Adaptive Learning Control Network(FALCON),Adaptive Network-based Fuzzy Inference System(ANFIS),Self Constructing Neural Fuzzy Inference Network(SONFIN)and/Evolving Fuzzy Neural Network(EFuNN).Later,in the ensemble phase,all the NF methods’predicted outcomes are integrated,and finally,the test results are evaluated in the testing phase.The outcomes indicate that the method could predict impaired glucose tolerance,preeclampsia,gestational hypertensive abnormalities,bacteriuria,and iron deficiency anaemia better than the others.In addition,the model exposed the capability to be utilized as an autonomous learning strategy,specifically in the early stages of pregnancy,examinations,and clinical guidelines for disease interventions.
文摘Polycystic ovary syndrome(PCOS)is one of the most common endocrine disorders,affecting 5%-10%of women of reproductive age.The importance of this syndrome lies in the magnitude of associated comorbidities:infertility,metabolic dysfunction,cardiovascular disease(CVD),plus psychological and oncological complications.Insulin resistance(IR)is a prominent feature of PCOS with a prevalence of 35%-80%.Without adequate management,IR with compensatory hyperinsulinemia contributes directly to reproductive dysfunction in women with PCOS.Furthermore,epidemiological data shows compelling evidence that PCOS is associated with an increased risk of impaired glucose tolerance,gestational diabetes mellitus and type 2 diabetes.In addition,metabolic dysfunction leads to a risk for CVD that increases with aging in women with PCOS.Indeed,the severity of IR in women with PCOS is associated with the amount of abdominal obesity,even in lean women with PCOS.Given these drastic implications,it is important to diagnose and treat insulin resistance as early as possible.Many markers have been proposed.However,quantitative assessment of IR in clinical practice remains a major challenge.The gold standard method for assessing insulin sensitivity is the hyperinsulinemic euglycemic glucose clamp.However,it is not used routinely because of the complexity of its procedure.Consequently,there has been an urgent need for surrogate markers of IR that are more applicable in large population-based epidemiological investigations.Despite this,many of them are either difficult to apply in routine clinical practice or useless for women with PCOS.Considering this difficulty,there is still a need for an accurate marker for easy,early detection and assessment of IR in women with PCOS.This review highlights markers of IR already used in women with PCOS,including new markers recently reported in literature,and it establishes a new classification for these markers.
文摘Background: Research indicates an association between impaired glucose metabolism and overweight, a serious public health problem involving an increased risk of Type 2 diabetes, related hypertension, and a reduced quality of life. Aim: The first aim is to assess different dimensions of Health-Related Quality of Life (HRQoL) in overweight individuals at risk of developing Type 2 diabetes compared to a normal population. The second aim is to examine the impact of resistance training on the pre-post HRQoL dimension scores of the intervention group. Methods: Eighteen participants were randomly assigned to one of the two resistance training groups. Group 1 engaged in supervised maximal resistance training (Bernstein inverted pyramid system: 5× 3 - 4, 60% - 85% of 1 Repetition Maximum (RM)), three days/week over four months, and Group 2 performed endurance resistance training (including lower weight loads and more repetitions over four months). The intervention consisted of eight exercises involving the entire body. The subjects completed the Short-Form Health Survey (SF-36) on HRQoL. The HRQoL scores of the norm population were higher than those of people at risk of developing Type 2 diabetes, and resistance training seemed to have a limited significant positive effect on the different HRQoL dimensions.
基金Mechanisms Underlying the Regulation of Impaired Glucose Tolerance by Auricular Concha Electro-acupuncture:81,674,072。
文摘Background:impaired glucose tolerance(IGT)is the early stage of diabetes and it would be deteriorated to type 2 diabetes mellitus(T2 DM)easily if no intervention provided.In western medicine,drug therapy assisted with the intervention of lifestyle is predominated.However,drug therapy brings serious side effect and high prices,while lifestyle intervention is difficult to be insisted on by patients.Therefore,a green and effective intervention mode is urgently needed.Transcutaneous auricular vagus nerve stimulation(taVNS)is a noninvasive and green therapeutic method based on the theory of traditional Chinese medicine(TCM),which can regulate glucose metabolism and reduce blood glucose,but the clinical effect of it has not been clarified yet at present.Hence,this randomized controlled trial(RCT)aims at exploring the effectiveness and safety of taVNS in the treatment of IGT.Methods:a total of 158 patients with IGT will be randomized into a taVNS group and a transcutaneous non-auricular vagus nerve stimulation(tnVNS)group,79 cases in each one.In the taVNS group and the tnVNS group,electric stimulation would be applied to Yidan(胰胆pancreas and gallbladder,CO11)and Pi(脾spleen,CO13)on auricular concha and Jian(肩shoulder SF4,5)on auricular rim respectively.The electric stimulation parameters would be the same in the patients of two groups,for 30 min in each treatment,twice a day,6 weeks as one course and 2 courses of treatment required totally.In week 0,6 and 12 of intervention,the effectiveness indicators would be determined,i.e.fasting plasma glucose(FPG),2 h plasma glucose(2 hPG)and glycosylated hemoglobin(HbA1c)successively.On week 0 and 12,body mass index(BMI)would be calculated,respiration,pulse and blood pressure would be recorded separately.Discussion:through observing the regulatory effect of taVNS on FPG,2 hPG,HbAlc and BMI as well as the adverse reactions,the effectiveness and safety of taVNS in treatment of IGT would be evaluated.This study will provide a safe,effective,convenient and nontoxic side effect intervention for clinical treatment of IGT and prevention from the occurrence and development of T2DM.
