Association of Baseline Characteristics With Insulin Sensitivity and β-Cell Function in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) Study Cohort

Author:

Rasouli Neda12ORCID,Younes Naji3,Utzschneider Kristina M.4ORCID,Inzucchi Silvio E.5ORCID,Balasubramanyam Ashok6ORCID,Cherrington Andrea L.7,Ismail-Beigi Faramarz8ORCID,Cohen Robert M.9,Olson Darin E.10,DeFronzo Ralph A.11ORCID,Herman William H.12ORCID,Lachin John M.3ORCID,Kahn Steven E.4ORCID,Crandall Jill P.,McKee Melissa Diane,Brown-Friday Janet,Xhori Entila,Ballentine-Cargill Keisha,Duran Sally,Lukin Jennifer,Beringher Stephanie,de la torre Susana Gonzalez,Phillips Lawrence,Burgess Elizabeth,Olson Darin,Rhee Mary,Wilson Peter,Raines Tasha Stephanie,Costello Julie,Gullett Chona,Maher-Albertelli Maxine,Morehead Folayan,Mungara Radhika,Person Saranjit,Savoye Louise,Sibymon Mabil,Tanukonda Sridhar,Ann White Carol,Holloway Leah,Adams Cynthia,Ross April,Balasubramanyam Ashok,Gonzalez Erica,Wright Charlyne,Hollander Priscilla,Roe Erin,Uy Analyn,Burt Polly,Estrada Lorie,Chionh Kris,Ismail-Beigi Faramarz,Falck-Ytter Corinna,Kassem Laure Sayyed,Sood Ajay,Tiktin Margaret,Cramer Bethany,Iacoboni Jacalyn,Kononets Maria V.,Kulow Tanya,Newman Cynthia,Stancil Katherine A.,Sanders Cristina,Tucker Lisa,Werner Amanda,Krol Adrienne,McPhee Gloria,Patel Christine,Colosimo Linda,Goland Robin,Pring James,Kringas Patricia,Tejada Jessica,Hausheer Camille,Schneier Harvey,Gumpel Kelly,Kirpitch Amanda,Green Jennifer B.,AbouAssi Hiba,Chatterjee Ranee,Feinglos Mark N.,Jones Jennifer English,Khan Shubi A.,Kimpel Jeanne B.,Zimmer Ronna P.,Furst Mary,Satterwhite Barbara M.,Thacker Connie R.,Kreider Kathryn Evans,Mather Kieren J.,Lteif Amale,Hamilton Tonya,Patel Nick,Riera Gabriela,Jackson Marcia,Pirics Vivian,Howard Devin,Aguillar Danielle,Hurt Sloan,Bergenstal Richard,Carlson Anders,Martens Thomas,Johnson Mary,Hill Renae,Hyatt Jamie,Jensen Connie,Madden Marcia,Martin Dianna,Willis Holly,Konerza Wanda,Passi Rebecca,Kleeberger Kathleen,Fortmann Stephen,Herson Michael,Mularski Karen,Glauber Harry,Prihoda James,Ash Britt,Carlson Christina,Ramey Phyllis Anne,Schield Emily,Torgrimson-Ojerio Britta,Arnold Kathy,Kauffman Bryan,Panos Elease,Sahnow Samantha,Bays Kristi,Cook Jennifer,Gluth Jennifer,Sasaki Debra,Schell Katrina,Criscola Jennifer,Friason Camille,Jones Suzi,Nazarov Sergey,Barzilay Joshua,Rassouli Negah,Puttnam Rachel,Curtis Michelle,Stokes Kia,Hollis Bonita,Sanders-Jones Cynthia,Nelson Roslin,El-Haqq Zakiah,Kolli Abby,Tran Tu,Wexler Deborah,Larkin Mary,Meigs James,Dushkin Amy,Rocchio Gianna,Chambers Brittany,Yepes Mike,Steiner Barbara,Dulin Hilary,Cayford Melody,DeManbey Andrea,Gurry Lindsey,Hillard Mallory,Martin Kimberly,Stevens Christine,Thangthaeng Nopporn,Kochis Raquel,Raymond Elyse,Ripley Valerie,Park Jean,Aroda Vanita,Ghazi Adline,Loveland Amy,Hurtado Maria,Kuhn Alexander,Mofor Florence,Florez Hermes J.,Valencia Willy Marcos,Marks Jennifer,Oropesa-Gonzalez Lisset,Riccio Veliz Ana K.,Nieto-Martinez Ramfis,Gutt Miriam,Ahmann Andrew,Aby-Daniel Diana,Joarder Farahnaz,Morimoto Victoria,Sprague Carol,Yamashita Daisuke,Cady Nancy,Kirchhoff Patricia,Rivera-Eschright Nadia,Adducci Joseph,Gomez Brianna Morales,Goncharova Alina,Hox Sophia H.,Petrovitch Helen,Matwichyna Michael,Jenkins Victoria,Bermudez Nina O.,Ishii Renée R.,Hsia Daniel S.,Cefalu William T.,Greenway Frank L.,Waguespack Celeste,King Erin,Haynes Natalie,Thomassie Amy,Bourgeois Brandi,Hazlett Claire,Henry Robert,Mudaliar Sunder,Boeder Schafer,Pettus Jeremy,Diaz Elsa,DeLue Catherine,Castro Erick,Hernandez Sylvia,Krakoff Jonathan,Curtis Jeffrey M.,Killean Tina,Joshevama Erica,Diaz Enrique,Martin Denelle,Karshner Tracey,Albu Jeanine,Pi-Sunyer F. Xavier,Frances Sylvaine,Maggio Carol,Ellis Emily,Bastawrose Joseph,Gong Xiuqun,Banerji Mary Ann,August Phyllis,Lorber Daniel,Brown Necole M.,Josephson Debra H.,Thomas Lorraine L.,Tsovian Mari,Cherian Ajini,Jacobson Marlo H.,Mishko Motria M.,Kirkman M. Sue,Bergamo Katherine,Buse John B.,Dostou Jean,Young Laura,Goley April,Kerr Jeffrey,Largay Joseph F.,Guarda Sonia,Cuffee Juanita,Culmer Dawn,Fraser Rachael,Almeida Hope,Coffer Samantha,Debnam Elizabeth,Kiker Lauren,Morton Sarah,Garvey Kim,Fuller Gai,Garvey W. Timothy,Cherrington Andrea,Golson Dana,Griffith Olivia,Catherine Mary Robertson,Agne April,McCullars Steve,Cohen Robert M.,Craig Jacqueline,Kersey Kimberly,Rogge M. Colleen,Wilson Carla,Burton Kathryn,Lipp Sonia,Mary Beth Vonder Meulen,Rasouli Neda,Schroeder Emily,Steiner Stephanie,Baker Chelsea,Underkofler Chantal,Douglass Sara,Sivitz William,Cline Erin,Knosp Laura,McConnell Jennifer,Lowe Tamara,Herman William H.,Pop-Busui Rodica,Tan Meng H.,Martin Catherine,Waltje Andrea,Goodhall Lynn,Eggleston Rebecca,Kuo Shihchen,Bule Stephanie,Kessler Nancy,LaSalle Elizabeth,Seaquist Elizabeth R.,Bantle Anne,Kumar Anjali,Redmon Bruce,Bantle John,Harindhanavudhi Tasma,Coe Mary,Mech Michael,Taddese Abdisa,Lesne Lesia,Smitha Shannon,Desouz Cyrus,Kuechenmeister Lisa,Shivaswamy Vijay,Morales Ana Laura,Rodriguez Maria Grace,Seipel Kris,Alfred Alissa,Eggert Jenna,Lord Grace,Taylor William,Tillson Renee,Schade David S.,Adolphe Allen,Burge Mark,Duran-Valdez Elizabeth,Martinez Janae,Hernandez McGinnis Doris,Pucchetti Benjamin,Scripsick Elizabeth,DeFronzo Ralph A.,Cersosimo Eugenio,Abdul-Ghani Muhammad,Triplitt Curtis,Verastiqui Hector,Garza Rosa Irene,Wright Kathryn,Puckett Curtiss,Raskin Philip,Rhee Chanhaeng,Abraham Soma,Jordan Lin Fan,Sao Serey,Morton Luisa,Smith Oralenda,Osornio Walker Laura,Schnurr-Breen Laura,Ayala Rosa,Kraymer Robert Brian,Sturgess Daytheon,Utzschneider Kristina M.,Kahn Steven E.,Alarcon-Casas Wright Lorena,Boyko Edward J.,Tsai Elaine C.,Trence Dace L.,Fattaleh Basma N.,Montgomery Brenda K.,Atkinson Karen M.,Concepcion Tessa,Kozedub Alexandra,Moak Cameron,Rhothisen Samantha,Elasy Tom A.,Martin Stephanie,Shackelford Laura,Goidel Rita,Hinkle Nina,Lipps Hogan Janie,Lovell Cynthia,Myers Janet,McGill Janet B.,Salam Maamoun,Kissel Sarah,Schweiger Toni,Recklein Carol,Tamborlane William,Gatcomb Patricia,Camp Anne,Gulanski Barbara,Inzucchi Silvio,Pham Kim,Alguard Michele,Lessard Katarzyna,Perez Magalys,Magenheimer Elizabeth,Montoza Abmaridel,Nathan David M.,Nathan David M.,Lachin John,Buse John B.,Kahn Steven E.,Krause-Steinrauf Heidi,Larkin Mary,Tiktin Margaret,Wexler Deborah,Burch Henry B.,Linder Barbara,Bremer Andrew,Lachin John,Krause-Steinrauf Heidi,Younes Naji,Backman Michael,Bebu Ionut,Buys C.J.,Fagan Murphy Anna,Gao Yuping,Gramzinski Michaela,Hall Stephanie,Legowski Elizabeth,Arey Alyssa,Bethepu Joel,Lund Claire,Mangat Dhaliwal Pam,McGee Paula,Mesimer Emily,Ngo Lisa,Steffes Michael,Seegmiller Jesse,Saenger Amy,Arends Valerie,Gabrielson Deanna,Conner Todd,Warren Stuart,Day Jolene,Scrymgeour Alexandra,Soliman Elsayed Z.,Zhang Zhu-Ming,Campbell Charles,Hu Julie,Keasler Lisa,Hensley Susan,Li Yabing,Herman William,Martin Catherine,Waltje Andrea,Kuo Shihchen,Mihalcea Rada,Perez-Rosas Veronica,Prosser Lisa,Resnicow Kenneth,Ye Wen,Shao Hui,Zhang Ping,Luchsinger Jose,Sanchez Danurys,Burch Henry B.,Bremer Andrew,Linder Barbara,Fradkin Judith,Groessl Erik,Chong Helen,Hillery Naomi,Abdouch Ivan,Brantley Paula,Broyles Frances E.,Canaris Gay,Copeland Paul,Craine Jeri J.,Fein Warren L.,Lee Melissa S.,Meiners Rebecca,Meiners Vaughn,O’Neal Hollis,Park James E.,Sledge Edward,Steppel-Resnick Jeanne,Turchin Alexander,Brooks-Worrell Barbara,Hampe Christiane S.,Newgard Christopher B.,Palmer Jerry P.,Shojaie Ali,Higgins John,Fischer Lawrence,Golden Sherita,Gonzalez Jeffery,Naik Aanand,Walker Elizabeth,Doner Lotenberg Lynne,Gallivan Joanne M.,Lim Joanne,Tuncer Diane M.,Behringer-Massera Stephanie,

Affiliation:

1. Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado School of Medicine, Aurora, CO

2. VA Eastern Colorado Health Care System, Aurora, CO

3. The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD

4. Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health Care System and the University of Washington, Seattle, WA

5. Yale School of Medicine, New Haven, CT

6. Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, Houston, TX

7. Department of Medicine, The University of Alabama at Birmingham, Birmingham, AL

8. Department of Medicine, Case Western Reserve University and Louis Stokes Cleveland VA Medical Center, Cleveland, OH

9. Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati College of Medicine and Cincinnati VA Medical Center, Cincinnati, OH

10. Atlanta VA Health Care System and Division of Endocrinology, Metabolism, and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA

11. University of Texas Health Science Center at San Antonio, San Antonio, TX

12. Departments of Internal Medicine and Epidemiology, University of Michigan, Ann Arbor, MI

Abstract

OBJECTIVE We investigated sex and racial differences in insulin sensitivity, β-cell function, and glycated hemoglobin (HbA1c) and the associations with selected phenotypic characteristics. RESEARCH DESIGN AND METHODS This is a cross-sectional analysis of baseline data from 3,108 GRADE (Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study) participants. All had type 2 diabetes diagnosed <10 years earlier and were on metformin monotherapy. Insulin sensitivity and β-cell function were evaluated using the HOMA of insulin sensitivity and estimates from oral glucose tolerance tests, including the Matsuda Index, insulinogenic index, C-peptide index, and oral disposition index (DI). RESULTS The cohort was 56.6 ± 10 years of age (mean ± SD), 63.8% male, with BMI 34.2 ± 6.7 kg/m2, HbA1c 7.5 ± 0.5%, and type 2 diabetes duration 4.0 ± 2.8 years. Women had higher DI than men but similar insulin sensitivity. DI was the highest in Black/African Americans, followed by American Indians/Alaska Natives, Asians, and Whites in descending order. Compared with Whites, American Indians/Alaska Natives had significantly higher HbA1c, but Black/African Americans and Asians had lower HbA1c. However, when adjusted for glucose levels, Black/African Americans had higher HbA1c than Whites. Insulin sensitivity correlated inversely with BMI, waist-to-hip ratio, triglyceride-to-HDL-cholesterol ratio (TG/HDL-C), and the presence of metabolic syndrome, whereas DI was associated directly with age and inversely with BMI, HbA1c, and TG/HDL-C. CONCLUSIONS In the GRADE cohort, β-cell function differed by sex and race and was associated with the concurrent level of HbA1c. HbA1c also differed among the races, but not by sex. Age, BMI, and TG/HDL-C were associated with multiple measures of β-cell function and insulin sensitivity.

Funder

National Institute of Diabetes and Digestive and Kidney Diseases

Publisher

American Diabetes Association

Subject

Advanced and Specialized Nursing,Endocrinology, Diabetes and Metabolism,Internal Medicine

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