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Association of Baseline Characteristics With Insulin Sensitivity and β-Cell Function in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) Study Cohort.
- Rasouli, Neda;
- Younes, Naji;
- Utzschneider, Kristina M;
- Inzucchi, Silvio E;
- Balasubramanyam, Ashok;
- Cherrington, Andrea L;
- Ismail-Beigi, Faramarz;
- Cohen, Robert M;
- Olson, Darin E;
- DeFronzo, Ralph A;
- Herman, William H;
- Lachin, John M;
- Kahn, Steven E;
- 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, CJ;
- 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
- et al.
Published Web Location
https://doi.org/10.2337/dc20-1787Abstract
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.Many UC-authored scholarly publications are freely available on this site because of the UC's open access policies. Let us know how this access is important for you.
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