Precision Medicine in Type 2 Diabetes: Clinical Markers of Insulin Resistance Are Associated With Altered Short- and Long-term Glycemic Response to DPP-4 Inhibitor Therapy

被引:63
作者
Dennis, John M. [1 ]
Shields, Beverley M. [2 ]
Hill, Anita V. [2 ]
Knight, Bridget A. [2 ]
McDonald, Timothy J. [2 ,3 ]
Rodgers, Lauren R. [1 ]
Weedon, Michael N. [4 ]
Henley, William E. [1 ]
Sattar, Naveed [5 ]
Holman, Rury R. [6 ]
Pearson, Ewan R. [7 ]
Hattersley, Andrew T. [2 ]
Jones, Angus G. [2 ]
机构
[1] Univ Exeter, Hlth Stat Grp, Sch Med, Exeter, Devon, England
[2] Univ Exeter, Natl Inst Hlth Res, Med Sch, Exeter Clin Res Facil, Exeter, Devon, England
[3] Royal Devon & Exeter Hosp, Blood Sci, Exeter, Devon, England
[4] Univ Exeter, Inst Biomed & Clin Sci, Med Sch, Exeter, Devon, England
[5] Univ Glasgow, Inst Cardiovasc & Med Sci, Glasgow, Lanark, Scotland
[6] Univ Oxford, Diabet Trials Unit, Oxford Ctr Diabet Endocrinol & Metab, Oxford, England
[7] Univ Dundee, Ninewells Hosp & Med Sch, Div Mol & Clin Med, Dundee, Scotland
基金
英国惠康基金; 美国国家卫生研究院; 英国医学研究理事会;
关键词
GLUCOSE-LOWERING EFFICACY; GLP-1; PREDICTORS; UPDATE; MODELS;
D O I
10.2337/dc17-1827
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE A precision approach to type 2 diabetes therapy would aim to target treatment according to patient characteristics. We examined if measures of insulin resistance and secretion were associated with glycemic response to dipeptidyl peptidase 4 (DPP-4) inhibitor therapy. RESEARCH DESIGN AND METHODS We evaluated whether markers of insulin resistance and insulin secretion were associated with 6-month glycemic response in a prospective study of noninsulin-treated participants starting DPP-4 inhibitor therapy (Predicting Response to Incretin Based Agents [PRIBA] study; n = 254), with replication for routinely available markers in U.K. electronic health care records (Clinical Practice Research Datalink [CPRD]; n = 23,001). In CPRD, we evaluated associations between baseline markers and 3-year durability of response. To test the specificity of findings, we repeated analyses for glucagon-like peptide 1 (GLP-1) receptor agonists (PRIBA, n = 339; CPRD, n = 4,464). RESULTS In PRIBA, markers of higher insulin resistance (higher fasting C-peptide [P = 0.03], HOMA2 insulin resistance [P = 0.01], and triglycerides [P < 0.01]) were associated with reduced 6-month HbA(1c) response to DPP-4 inhibitors. In CPRD, higher triglycerides and BMI were associated with reduced HbA(1c) response (both P < 0.01). A subgroup defined by obesity (BMI >= 30 kg/m(2)) and high triglycerides (>= 2.3 mmol/L) had reduced 6-month response in both data sets (PRIBA HbA(1c) reduction 5.3 [95% CI 1.8, 8.6] mmol/mol [0.5%] [obese and high triglycerides] vs. 11.3 [8.4, 14.1] mmol/mol [1.0%] [nonobese and normal triglycerides]; P = 0.01). In CPRD, the obese, high-triglycerides subgroup also had less durable response (hazard ratio 1.28 [1.16, 1.41]; P < 0.001). There was no association between markers of insulin resistance and response to GLP-1 receptor agonists. CONCLUSIONS Markers of higher insulin resistance are consistently associated with reduced glycemic response to DPP-4 inhibitors. This finding provides a starting point for the application of a precision diabetes approach to DPP-4 inhibitor therapy.
引用
收藏
页码:705 / 712
页数:8
相关论文
共 41 条
[1]   Preserved GLP-1 and exaggerated GIP secretion in type 2 diabetes and relationships with triglycerides and ALT [J].
Alssema, Marjan ;
Rijkelijkhuizen, Josina M. ;
Holst, Jens J. ;
Teerlink, Tom ;
Scheffer, Peter G. ;
Eekhoff, Elisabeth M. W. ;
Gastaldelli, Amalia ;
Mari, Andrea ;
Hart, Leen M't ;
Nijpels, Giel ;
Dekker, Jacqueline M. .
EUROPEAN JOURNAL OF ENDOCRINOLOGY, 2013, 169 (04) :421-430
[2]  
American Diabetes Association, 2017, Diabetes Care, V40, pS64
[3]  
[Anonymous], 2011, Flexible parametric survival analysis using Stata: Beyond the Cox model
[4]   Individual patient- versus group-level data meta-regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head [J].
Berlin, JA ;
Santanna, J ;
Schmid, CH ;
Szczech, LA ;
Feldman, HI .
STATISTICS IN MEDICINE, 2002, 21 (03) :371-387
[5]   Urine C-Peptide Creatinine Ratio Is a Noninvasive Alternative to the Mixed-Meal Tolerance Test in Children and Adults With Type 1 Diabetes [J].
Besser, Rachel E. J. ;
Ludvigsson, Johnny ;
Jones, Angus G. ;
McDonald, Timothy J. ;
Shields, Beverley M. ;
Knight, Bridget A. ;
Hattersley, Andrew T. .
DIABETES CARE, 2011, 34 (03) :607-609
[6]   Predictors of efficacy of GLP-1 agonists and DPP-4 inhibitors: A systematic review [J].
Bihan, Helene ;
Ng, Winda L. ;
Magliano, Dianna J. ;
Shaw, Jonathan E. .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2016, 121 :27-34
[7]   Lower baseline glycemia reduces apparent oral agent glucose-lowering efficacy - A meta-regression analysis [J].
Bloomgarden, Zachary T. ;
Dodis, Regina ;
Viscoli, Catherine M. ;
Holmboe, Eric S. ;
Inzucchi, Silvio E. .
DIABETES CARE, 2006, 29 (09) :2137-2139
[8]   Patient Characteristics are not Associated with Clinically Important Differential Response to Dapagliflozin: a Staged Analysis of Phase 3 Data [J].
Bujac, Sarah ;
Del Parigi, Angelo ;
Sugg, Jennifer ;
Grandy, Susan ;
Liptrot, Tom ;
Karpefors, Martin ;
Chamberlain, Chris ;
Boothman, Anne-Marie .
DIABETES THERAPY, 2014, 5 (02) :471-482
[9]   The effect of obesity on glycaemic response to metformin or sulphonylureas in Type 2 diabetes [J].
Donnelly, LA ;
Doney, ASF ;
Hattersley, AT ;
Morris, AD ;
Pearson, ER .
DIABETIC MEDICINE, 2006, 23 (02) :128-133
[10]   Clinical epidemiology in the era of big data: new opportunities, familiar challenges [J].
Ehrenstein, Vera ;
Nielsen, Henrik ;
Pedersen, Alma B. ;
Johnsen, Soren P. ;
Pedersen, Lars .
CLINICAL EPIDEMIOLOGY, 2017, 9 :245-250