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Liu X, Wang L, Xing Y, Engel SS, Zeng L, Yao B, Xu W, Chen G, Zhang Y, Zhang R, Liu S, Weng J, Ji Q. Efficacy and safety of metformin and sitagliptin-based dual and triple therapy in elderly Chinese patients with type 2 diabetes: Subgroup analysis of STRATEGY study. J Diabetes Investig 2020; 11:1532-1541. [PMID: 32304283 PMCID: PMC7610099 DOI: 10.1111/jdi.13277] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 03/26/2020] [Accepted: 04/12/2020] [Indexed: 12/03/2022] Open
Abstract
AIMS/INTRODUCTION To assess the efficacy and safety of metformin/sitagliptin-based dual/triple therapy in elderly Chinese patients with type 2 diabetes mellitus. MATERIALS AND METHODS This subgroup analysis included individuals aged ≥65 years from the STRATEGY study, a two-stage study in which type 2 diabetes mellitus patients with unsatisfactory glycemic control on metformin were first treated with the dual combination of metformin and sitagliptin for 16 weeks (n = 681), and then, if glycemic control had not been achieved, were treated with a third add-on oral antihyperglycemic drug for another 24 weeks (n = 291). The efficacy end-point was change in glycated hemoglobin (HbA1c) in each stage, and the safety end-point was adverse events with a focus on hypoglycemia. RESULTS At week 16, the change in HbA1c was -0.81% from baseline, and the percentages of patients who achieved HbA1c targets of <7% and <7.5% were 44.9 and 67.2%, respectively. After 24 weeks, a further average HbA1c reduction of -0.60% was observed with specific reductions of -0.70% with glimepiride, -0.63% with gliclazide, -0.51% with repaglinide and -0.45% with acarbose. The proportions of patients who achieved HbA1c targets of <7% and <7.5% were 65.4 and 81.3%, respectively, over the entire study. The rates of drug-related adverse events and hypoglycemia were, respectively, 4.1 and 4.3% in the dual therapy stage, and 5.2% and 7.1% in the triple therapy stage, without occurrence of severe hypoglycemia. CONCLUSIONS In elderly Chinese type 2 diabetes mellitus patients, metformin/sitagliptin-based dual and triple oral therapy can provide clinically meaningful glycemic control and is generally well tolerated with a low incidence of hypoglycemia.
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Affiliation(s)
- Xiangyang Liu
- Department of EndocrinologyXijing HospitalFourth Military Medical UniversityXi’anChina
| | - Li Wang
- Department of EndocrinologyXijing HospitalFourth Military Medical UniversityXi’anChina
| | - Ying Xing
- Department of EndocrinologyXijing HospitalFourth Military Medical UniversityXi’anChina
| | | | - Longyi Zeng
- Department of Endocrinology and Metabolismthe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
| | - Bin Yao
- Department of Endocrinology and Metabolismthe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
| | - Wen Xu
- Department of Endocrinology and Metabolismthe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
| | | | - Ye Zhang
- MSD China Holding Co., Ltd.ShanghaiChina
| | - Ruya Zhang
- MSD China Holding Co., Ltd.ShanghaiChina
| | - Shu Liu
- MSD R&D (China) Co., Ltd.BeijingChina
| | - Jianping Weng
- Department of Endocrinology and Metabolismthe Third Affiliated Hospital of Sun Yat‐Sen UniversityGuangzhouChina
| | - Qiuhe Ji
- Department of EndocrinologyXijing HospitalFourth Military Medical UniversityXi’anChina
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Yang J, Tian Q, Tang Y, Shah AK, Zhang R, Chen G, Zhang Y, Rajpathak S, Hong T. Effect of Dipeptidyl Peptidase 4 Inhibitors Used in Combination with Insulin Treatment in Patients with Type 2 Diabetes: A Systematic Review and Meta-analysis. Diabetes Ther 2020; 11:2371-2382. [PMID: 32876863 PMCID: PMC7509019 DOI: 10.1007/s13300-020-00914-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION To evaluate the efficacy and safety of dipeptidyl peptidase 4 inhibitors (DPP4i) used in combination with insulin in patients with type 2 diabetes mellitus (T2DM). METHODS We searched the MEDLINE, Embase, and Cochrane library databases for randomized controlled trials (RCTs) published through June 2018. Studies with at least a 12-week treatment period were included to compare the addition of DPP4i to insulin with insulin control therapy. Meanwhile, groups on a stable insulin dosage (insulin-stable subgroup) or titrating insulin dosage (insulin-flexible subgroup) were analyzed separately. RESULTS Twenty-one RCTs with 3697 patients randomized to a DPP4i/insulin treatment arm and 3538 to an insulin control arm were included. DPP4i, when added to insulin therapy, led to a significantly greater reduction in HbA1c (- 0.57%, 95% CI - 0.66, - 0.48) and provided significantly greater odds of achieving the HbA1c target < 7% (OR 3.45; 95% CI 2.58, 4.63). These effects were achieved in the context of a decrease in the daily insulin requirement, without increases in hypoglycemia risk and body weight, compared with the control treatment. Subgroup analysis showed control-adjusted reductions in HbA1c from baseline in the insulin-stable subgroup (- 0.64%; 95% CI - 0.74, - 0.53) and the insulin-flexible subgroup (- 0.43%; 95% CI - 0.56, - 0.30). Other results occurred similarly in both subgroups. CONCLUSIONS The addition of DPP4i to insulin is associated with a statistically significant reduction in glycemic control as measured by HbA1c, fasting plasma glucose, and 2-h postprandial glucose, without increasing the risk of hypoglycemia and weight gain. These conclusions were also observed in both stable-dose and flexible-dose insulin subgroups.
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Affiliation(s)
- Jin Yang
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
| | - Qing Tian
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
| | | | | | - Ruya Zhang
- Medical Affairs, MSD China Holding Co., Ltd., Shanghai, China
| | - Guojuan Chen
- Medical Affairs, MSD China Holding Co., Ltd., Shanghai, China
| | - Ye Zhang
- Medical Affairs, MSD China Holding Co., Ltd., Shanghai, China
| | | | - Tianpei Hong
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
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Abstract
This article summarizes a presentation from a recent symposium entitled "SUs in the treatment of T2DM: a fresh look and new insights" held on 18 September 2019 during the 55th Annual Meeting of the European Association for the Study of Diabetes (EASD) in Barcelona, Spain, and discusses whether sulfonylureas (SUs) are a good 'team player.' It examines the likely impact of using SUs early in the course of type 2 diabetes mellitus (T2DM), either alone or in combination with other agents, on glycemic outcomes and net side effects. The management of patients with T2DM and cardiovascular disease or chronic kidney disease is discussed, highlighting how glycemic control and cardio-renal effects are equally important in these patients and chronic exposure to hyperglycemia should be minimized. The role of SU-based combination therapy in this patient group is explored, demonstrating how later-generation SUs, either as monotherapy or combined with other antidiabetic drugs, help to ensure maximum benefits with minimal side effects. Evidence regarding the combination of SUs with a sodium-glucose transport protein 2 inhibitor shows that this might prove to be a good clinical option, especially in patients with renal impairment.
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Affiliation(s)
- Miao Yu
- Key Laboratory of Endocrinology, Department of Endocrinology, National Health Commission, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, 100730, China.
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Yu CG, Fu Y, Fang Y, Zhang N, Sun RX, Zhao D, Feng YM, Zhang BY. Fighting Type-2 Diabetes: Present and Future Perspectives. Curr Med Chem 2019; 26:1891-1907. [PMID: 28990512 DOI: 10.2174/0929867324666171009115356] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 05/01/2017] [Accepted: 09/28/2017] [Indexed: 02/06/2023]
Abstract
BACKGROUND Type-2 diabetes mellitus accounts for 80-90% of diabetic patients. So far, the treatment of diabetes mainly aims at elevating insulin level and lowering glucose level in the peripheral blood and mitigating insulin resistance. Physiologically, insulin secretion from pancreatic β cells is delicately regulated. Thus, how insulin-related therapies could titrate blood glucose appropriately and avoid the occurrence of hypoglycemia remains an important issue for decades. Similar question is addressed on how to attenuate vascular complication in diabetic subjects. METHODS We overviewed the evolution of each class of anti-diabetic drugs that have been used in clinical practice, focusing on their mechanisms, clinical results and cautions. RESULTS Glucagon-like peptide-1 receptor agonists stimulate β cells for insulin secretion in response to diet but not in fasting stage, which make them superior than conventional insulinsecretion stimulators. DPP-4 inhibitors suppress glucagon-like peptide-1 degradation. Sodium/ glucose co-transporter 2 inhibitors enhance glucose clearance through urine excretion. The appearance of these new drugs provides new information about glycemic control. We update the clinical findings of Glucagon-like peptide-1 receptor agonists, DPP-4 inhibitors and Sodium/glucose cotransporter 2 inhibitors in glycemic control and the risk or progression of cardiovascular disease in diabetic patients. Stem cell therapy might be an alternative tool for diabetic patients to improve β cell regeneration and peripheral ischemia. We summarize the clinical results of mesenchymal stem cells transplanted into patients with diabetic limb and foot. CONCLUSION A stepwise intensification of dual and triple therapy for individual diabetic patient is required to achieve therapeutic target.
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Affiliation(s)
- Cai-Guo Yu
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
| | - Ying Fu
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
| | - Yuan Fang
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
| | - Ning Zhang
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
| | - Rong-Xin Sun
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
| | - Dong Zhao
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
| | - Ying-Mei Feng
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
| | - Bao-Yu Zhang
- Beijing Key Laboratory of Diabetic Prevention and Research, Department of Endocrinology, Lu He hospital, Capital Medical University, Beijing 100149, China
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Ji X, Tong W, Liu Z, Shi T. Five-Feature Model for Developing the Classifier for Synergistic vs. Antagonistic Drug Combinations Built by XGBoost. Front Genet 2019; 10:600. [PMID: 31338106 PMCID: PMC6629777 DOI: 10.3389/fgene.2019.00600] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 06/05/2019] [Indexed: 12/20/2022] Open
Abstract
Combinatorial drug therapy can improve the therapeutic effect and reduce the corresponding adverse events. In silico strategies to classify synergistic vs. antagonistic drug pairs is more efficient than experimental strategies. However, most of the developed methods have been applied only to cancer therapies. In this study, we introduce a novel method, XGBoost, based on five features of drugs and biomolecular networks of their targets, to classify synergistic vs. antagonistic drug combinations from different drug categories. We found that XGBoost outperformed other classifiers in both stratified fivefold cross-validation (CV) and independent validation. For example, XGBoost achieved higher predictive accuracy than other models (0.86, 0.78, 0.78, and 0.83 for XGBoost, logistic regression, naïve Bayesian, and random forest, respectively) for an independent validation set. We also found that the five-feature XGBoost model is much more effective at predicting combinatorial therapies that have synergistic effects than those with antagonistic effects. The five-feature XGBoost model was also validated on TCGA data with accuracy of 0.79 among the 61 tested drug pairs, which is comparable to that of DeepSynergy. Among the 14 main anatomical/pharmacological groups classified according to WHO Anatomic Therapeutic Class, for drugs belonging to five groups, their prediction accuracy was significantly increased (odds ratio < 1) or reduced (odds ratio > 1) (Fisher's exact test, p < 0.05). This study concludes that our five-feature XGBoost model has significant benefits for classifying synergistic vs. antagonistic drug combinations.
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Affiliation(s)
- Xiangjun Ji
- The Center for Bioinformatics and Computational Biology, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences–School of Life Sciences, East China Normal University, Shanghai, China
- Guangdong Provincial Key Laboratory of Proteomics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Weida Tong
- National Center for Toxicological Research, United States Food and Drug Administration, Jefferson, AR, United States
| | - Zhichao Liu
- National Center for Toxicological Research, United States Food and Drug Administration, Jefferson, AR, United States
| | - Tieliu Shi
- The Center for Bioinformatics and Computational Biology, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences–School of Life Sciences, East China Normal University, Shanghai, China
- National Center for International Research of Biological Targeting Diagnosis and Therapy/Guangxi Key Laboratory of Biological Targeting Diagnosis and Therapy Research/Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning, China
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Che F, Du H, Zhang W, Cheng Z, Tong Y. MicroRNA-132 modifies angiogenesis in patients with ischemic cerebrovascular disease by suppressing the NF‑κB and VEGF pathway. Mol Med Rep 2017; 17:2724-2730. [PMID: 29207094 DOI: 10.3892/mmr.2017.8138] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 06/15/2017] [Indexed: 11/06/2022] Open
Abstract
In the present study, the expression of microRNA (miR)‑132 and the mechanism by which it modifies angiogenesis in patients with ischemic cerebrovascular disease (ICD) was investigated. RNA isolation and reverse transcription‑quantitative polymerase chain reaction were used to measure miR‑132 expression in patients with ICD. Inflammatory factors were measured using ELISA kits and western blotting measured B‑cell lymphoma‑2 (Bcl‑2)‑associated X/Bcl‑2 ratio (Bax/Bcl‑2 ratio), nuclear factor (NF)‑κB p65, matrix metalloproteinase‑9 (MMP‑9), vascular cell adhesion molecule‑1 (VCAM‑1) and protein expression of inducible nitric oxide synthase (iNOS), and vascular endothelial growth factor (VEGF) protein expression. miR‑132 expression in patients with ICD was lower compared with healthy volunteers. PC12 cells were used to create an oxygen glucose deprivation (OGD) model. miR‑132 overexpression in an in vitro model was able to reduce tumor necrosis factor‑a, interleukin (IL)‑1β, IL‑6, IL‑8, cyclooxygenase‑2, caspase‑3 and caspase‑9 levels, suppress Bax/Bcl‑2 ratio, NF‑κB p65, MMP‑9, VCAM‑1, iNOS, VEGF protein expression. The results suggested that miR‑132 may modify angiogenesis in patients with ICD by suppressing the NF‑κB pathway and promoting the VEGF pathway, and may develop into a therapy for ICD in future research.
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Affiliation(s)
- Fengli Che
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing 101145, P.R. China
| | - Huishan Du
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing 101145, P.R. China
| | - Weidong Zhang
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing 101145, P.R. China
| | - Zhe Cheng
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing 101145, P.R. China
| | - Yanna Tong
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing 101145, P.R. China
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Yang LY, Yu CG, Wang XH, Yuan SS, Zhang LJ, Lang JN, Zhao D, Feng YM. Angiopoietin-Like Protein 4 Is a High-Density Lipoprotein (HDL) Component for HDL Metabolism and Function in Nondiabetic Participants and Type-2 Diabetic Patients. J Am Heart Assoc 2017. [PMID: 28645936 PMCID: PMC5669195 DOI: 10.1161/jaha.117.005973] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background ANGPTL4 (angiopoietin‐like protein 4) is a LPL (lipoprotein lipase) inhibitor and is present in high‐density lipoprotein (HDL). However, it is not defined whether ANGPTL4 in HDLs could affect HDL metabolism and function in type 2 diabetes mellitus (T2DM). Methods and Results ANGPTL4 levels in the circulation and HDLs were quantified in nondiabetic participants (n=201, 68.7% females) and T2DM patients (n=185, 66.5% females). HDLs were isolated from nondiabetic controls and T2DM patients to assess cholesterol efflux or subjected to endothelial lipase (EL)‐overexpressed HEK293 cells for EL hydrolysis in vitro. The association between ANGPTL4 in HDLs and HDL components and function was analyzed in nondiabetic participants or diabetic patients, respectively. Plasma or HDLs of ANGPTL4+/+ and ANGPTL4−/− mice was subjected for cholesterol efflux or EL hydrolysis, respectively. ANGPTL4 levels in the plasma and HDLs were 1.7‐ and 2.0‐fold higher in T2DM patients than nondiabetic controls, respectively (P<0.0001). Multivariable analysis demonstrated that per 1 doubling increase of ANGPTL4 levels in HDLs, the changes amounted to +0.27% cholesterol efflux (P=0.03), +0.06 μg/mL apolipoprotein A‐I (P=0.09) and −9.41 μg/L serum amyloid A (P=0.02) in nondiabetic controls. In T2DM patients, the corresponding estimates were −0.06% cholesterol efflux (P=0.10), −0.06 μg/mL apolipoprotein A‐I (P=0.38), and +3.64 μg/L serum amyloid A (P=0.72). HDLs isolated from ANGPTL4−/− mice showed accelerated hydrolysis by EL and reduced cholesterol efflux compared with ANGPTL4+/+ littermates. Conclusions Physically, ANGPTL4 in HDLs protected HDLs from hydrolysis. Resulting from increased circulating ANGPTL4 levels in T2DM, ANGPTL4 levels in HDLs were elevated but with compromised inhibitory effect on EL, leading to increased HDL hydrolysis and dysfunction.
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Affiliation(s)
- Long-Yan Yang
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
| | - Cai-Guo Yu
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
| | - Xu-Hong Wang
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
| | - Sha-Sha Yuan
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
| | - Li-Jie Zhang
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
| | - Jia-Nan Lang
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
| | - Dong Zhao
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
| | - Ying-Mei Feng
- Beijing Key Laboratory of Diabetes Prevention and Research, Department of Endocrinology, Lu He Hospital, Capital Medical University, Beijing, China
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Bloomgarden Z. What strategies are implied by STRATEGY? SCIENCE CHINA. LIFE SCIENCES 2017; 60:319-320. [PMID: 28271252 DOI: 10.1007/s11427-017-9012-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 02/16/2017] [Indexed: 06/06/2023]
Affiliation(s)
- Zachary Bloomgarden
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
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