Analysis of Long-term Follow-up of a Randomized Clinical Trial With Departures From Assigned Treatments: Estimation of Metformin Effects on Diabetes and Its Complications in the Diabetes Prevention Program Outcomes Study
The Diabetes Prevention Program (DPP) was a 3-year randomized clinical trial (RCT) with evaluation of lifestyle and metformin interventions compared with placebo for diabetes prevention in high-risk adults. Both interventions significantly reduced diabetes incidence, prompting the long-term Diabetes Prevention Program Outcomes Study (DPPOS) to assess the progression of diabetes and its complications over 22 years. During follow-up, departures from the original metformin or placebo assignment occurred primarily because of development of diabetes that, by protocol, was managed by clinicians outside the study, after participants developed diabetes with HbA1c ≥7.0%. Diabetes development led to changes in metformin treatment and addition of other glucose-lowering therapies. Using statistical methods designed to estimate intervention effects despite these deviations, we consistently found that metformin reduced diabetes incidence. However, using these methods to evaluate whether use of metformin for prediabetes confers continued benefits after diabetes diagnosis did not substantially change the conclusions from those of the simpler intention-to-treat analysis that did not account for treatment changes. All of the analytic methods used resulted in similar metformin effect estimates with 95% CIs for hazard ratios including 1.0 (no effect) for all outcomes except for diabetes incidence. Elucidating metformin's long-term role in mitigating diabetes-related complications beyond its effects on diabetes prevention is challenging.
Authors
- Farida Rautaharju
- Enrico Cagliero
- Shihchen Kuo (ORCID: https://orcid.org/0000-0001-6207-8792)
- Alafia Samuels
- Ashley Guidi
- Gina McAtee
- Anna Bowers
- Kathy Hattaway
- Kenneth G. C. Smith (ORCID: https://orcid.org/0000-0003-3829-4326)
- Kirsten Czech
- Rosa Ruiz
- Catherine Manus
- Nancy J. Aronoff
- Sharon M. Hall (ORCID: https://orcid.org/0000-0002-0273-9701)
- John Reusing
- Deborah Elsas
- John C. Guare
- Alan M. Jacobsen
- Robin E. Yamamoto
- Kali D’Anna
- Susan Hagamen
- Matthew J. O’Brien (ORCID: https://orcid.org/0000-0001-8882-9865)
- Tara Dacawyma
- Ysela Gonzales
- Emily B. Schroeder (ORCID: https://orcid.org/0000-0002-6323-4790)
- Sunder Mudaliar (ORCID: https://orcid.org/0000-0002-1133-7771)
- William B. Applegate (ORCID: https://orcid.org/0000-0003-4717-238X)
- Trevor J. Orchard (ORCID: https://orcid.org/0000-0001-9552-3215)
- Wilfred Y. Fujimoto (ORCID: https://orcid.org/0000-0002-7318-124X)
- Vanita R. Aroda (ORCID: https://orcid.org/0000-0002-7706-4585)
- John Spandorfer
- Maria Swift
- Vickie L. Andre
- Helen P. Hazuda (ORCID: https://orcid.org/0000-0002-7313-4160)
- Mary A. Foulkes
- Jennifer Arceneaux
- Jonathan Scheindlin
- Barbara Eberhardt
- Vanessa Bradley
- Dorothy Gohdes
- Clara M. Smith (ORCID: https://orcid.org/0009-0003-7782-1077)
- Asha K. Nair
- Raed Imseis
- Ellie Horse
- Christopher Piromalli
- Barbara Fargnoli
- Alan R. Shuldiner (ORCID: https://orcid.org/0000-0001-9921-4305)
- Narleen K. Baker-Ladao
- Catherine Behrends
- Diana Leos
- Janet Sewenemewa
- Holly Cohn
- Darryl Tonemah
- Sheila C. Steinke
- Sameh Tadros
- Beverly Tseng
- Jonalle M. Dowden
- Nicole Butler (ORCID: https://orcid.org/0000-0002-8392-1328)
- Leslie F. Atler
- Janice Freel
- Jeong W. Pak (ORCID: https://orcid.org/0000-0001-8564-6537)
- Dace Trence
- Catherine S. Poirier
- Marsha Simmons
- Danielle Powell
- Mike Reidy
- Ronald Goldberg (ORCID: https://orcid.org/0000-0003-0924-1110)
- Carolyn M. Cantrell
- Ann V. Schwartz (ORCID: https://orcid.org/0000-0003-4529-1641)
- Bart Clark
- Dana Schweizer
- Cherie McCabe
- Stacy Rubtchinsky
- Gabriel I. Uwaifo (ORCID: https://orcid.org/0000-0002-6962-9304)
- Christopher D. Saudek
- Mary Beth Pena
- Christine Darwin
- Carmen Larreal
- Lascelles Kirby
- Kathleen M. Kobus
- Catherine Benchoff
- Maureen Passaro
- Lisa Keasler
- Henry Mosley
- Jill P. Crandall (ORCID: https://orcid.org/0000-0001-5576-4428)
- Rajesh Garg (ORCID: https://orcid.org/0000-0002-7779-1619)
- Sandra T. Foo
- José A. Luchsinger (ORCID: https://orcid.org/0000-0002-5886-3648)
- Anna Giannella
- Mary Beth Benson
- Cheryl F. Smith
- Tatiana Walker
- Jeanine Roumain
- Preethy Kolinjivadi
- Steven Poirier
- Mary Lou Carrion-Petersen
- Edwin B. Fisher (ORCID: https://orcid.org/0000-0003-0234-7465)
- Martia Glass
- Yolanda F. Dotson
- Roeland J.W. Middelbeek (ORCID: https://orcid.org/0000-0003-3862-8082)
- Adrienne Allen
- Doris A. Hernandez-McGinnis
- Dawn Jiggetts
- Kayla O’Neal
- Kristina L. Grimes
- Marjorie Bronsord
- Lorna Dias
- Emily Sullivan (ORCID: https://orcid.org/0000-0003-3247-2152)
- Mimi M. Giles
- Constance Pepe
- François Aldrich
- Chelsea Spencer
- Rachel Williams
- Fernelle Leandre
- Leigh Perreault (ORCID: https://orcid.org/0000-0002-1481-7535)
- Erin O’Kelly Phillips (ORCID: https://orcid.org/0000-0002-8951-2453)
- Valerie Goldman
- Marinella Temprosa (ORCID: https://orcid.org/0000-0002-9976-745X)
- ARLETTE C. PERRY (ORCID: https://orcid.org/0000-0003-4550-9794)
- Geraldine Boggs
- David Keßler (ORCID: https://orcid.org/0000-0001-5333-132X)
- Margaret Mills
- Wendi Wildman
- Evette Polczynski
- Shandiin Begay
- Carol Percy (ORCID: https://orcid.org/0000-0001-7255-3657)
- Jason Kurland
- Julia A. St. Amant
- Richard F. Hamman (ORCID: https://orcid.org/0000-0003-2099-6274)
- Jeanne Spellman
- Cyndy Edgerton
- Pamela G. Watson
- Toni I. Pollin (ORCID: https://orcid.org/0000-0002-6402-746X)
- Ruthanne Hilbrich
- Thomas W. Shields
- Cindy Evans
- Om P. Ganda (ORCID: https://orcid.org/0000-0002-4779-9273)
- Dione Lenz
- Tsedenia Bezabeh
- Sherita Hill Golden (ORCID: https://orcid.org/0000-0001-8854-4026)
- Michelle Yazzie
- Susan Roston
- Sue Shapiro
- Roberta Duncan
- James H. Warram
- Jonathan Krakoff (ORCID: https://orcid.org/0000-0001-6074-5600)
- Angela Silverman
- Marjorie K. Mau (ORCID: https://orcid.org/0000-0002-1970-2796)
- Paul W. Franks (ORCID: https://orcid.org/0000-0002-0520-7604)
- Julia Middendorf
- Amber Dragg
- Sandra Sangster
- Elissa Violino
- Lynne Delve
- James M. Ignaut
- Christine Stevens (ORCID: https://orcid.org/0000-0002-2621-2234)
- Maureen A. Malloy (ORCID: https://orcid.org/0000-0002-4167-4023)
- Robert Gooding
- Joel Bethepu
- Jane E. Lee (ORCID: https://orcid.org/0000-0002-4985-3245)
- Simona Szerdi Janesch
- Frederick L. Brancati
- Charlotte Dodge
- Melanie Barkalow
- Charlotte Stimpson
- Natalie Andon
- Ronald T. Ackermann (ORCID: https://orcid.org/0000-0002-4006-0070)
- Valerie Ripley
- Joel Zonszein (ORCID: https://orcid.org/0000-0003-4856-3163)
- Larry B. Ballonoff
- Pranav Sandilya Garimella (ORCID: https://orcid.org/0000-0002-6016-4715)
- Mathew Guido
- Solome Abebe
- Tracy Whittington
- Kathy Mikami
- Robert Janicek
- Laura H. Morris
- Kevin Furlong
- Janene L. Canady
- Juan Isaac
- Megan Lyman
- Michael L. Jeffirs
- Paula C. Vicknair
- Jessica Pettigrew
- Jennifer Truong
- Cynthia Hurtenbach (ORCID: https://orcid.org/0000-0001-6443-0163)
- Michelle Kerr
- Gretchen Youssef
- Ellen W. Seely (ORCID: https://orcid.org/0000-0002-4425-1878)
- Maegan Harden (ORCID: https://orcid.org/0000-0002-3607-6416)
- Judith Fradkin
- Marcia A. Jackson
- James O. Hill (ORCID: https://orcid.org/0000-0003-4690-2264)
- Samuel S. Engel (ORCID: https://orcid.org/0000-0002-4439-6356)
- Lisa Palermo (ORCID: https://orcid.org/0009-0007-0381-3962)
- Jennifer Torio-Hurley
- Lori Haffner
- Mary Larkin (ORCID: https://orcid.org/0000-0002-8368-6436)
- Allison Friedler
- Elsie Adorno
- Megan Fultz
- Iris W. Culbert
- Fonda G. Guillory
- Pamela Vargo
- Peter Lou
- Jessica Harting
- Samuel E. Dagogo-Jack (ORCID: https://orcid.org/0000-0001-5318-9677)
- Angela L. Brown (ORCID: https://orcid.org/0000-0002-9939-4243)
- Monica Salazar
- Matthew Davis (ORCID: https://orcid.org/0000-0001-9976-3638)
- Gregory W. Evans (ORCID: https://orcid.org/0000-0002-0183-8898)
- Anne Goulding
- Ellen S. Rooney
- Kishore M. Gadde (ORCID: https://orcid.org/0000-0002-1856-5574)
- Christopher Christophi (ORCID: https://orcid.org/0000-0002-1349-0884)
- Amy R. Sherman (ORCID: https://orcid.org/0000-0001-8349-1201)
- Ernestine Brown
- Michael Larsen (ORCID: https://orcid.org/0000-0002-6680-2730)
- Marian Fitzgibbon (ORCID: https://orcid.org/0000-0002-7735-2165)
- John M. Lachin (ORCID: https://orcid.org/0000-0001-9838-2841)
- Patricia M. Rowe (ORCID: https://orcid.org/0000-0002-4179-691X)
- Sandra L. Frieson
- Jeanette Calles
- Debra Wells-Thayer
- Hannah Rapoport (ORCID: https://orcid.org/0000-0002-3590-5008)
- Steven V. Edelman (ORCID: https://orcid.org/0000-0002-0760-9332)
- Celeste C. Thomas (ORCID: https://orcid.org/0000-0002-0379-2459)
- Deborah A. Sanford
- Therese Franklin
- Stephanie Guimond
- Kerry J. Stewart (ORCID: https://orcid.org/0000-0002-8203-7266)
- Sharon D. Jackson
- Brent VanDorsten
- Lee E. Melancon
- Bonnie T. Jortberg (ORCID: https://orcid.org/0000-0003-4325-031X)
- Brittnie Dotson
- Angela Hadden
- Katherine Horak (ORCID: https://orcid.org/0000-0002-2301-2085)
- Yuping Gao (ORCID: https://orcid.org/0000-0002-9500-2361)
- M. Kaye Kramer (ORCID: https://orcid.org/0000-0002-8672-8283)
- Jean Park
- Nisha Grover-Fairchild
- Maryanne Nicosia
- Marlene Frazier
- Lyn M. Kula
- Susan Cola
- Hermes Flórez (ORCID: https://orcid.org/0009-0004-8683-5865)
- A. V. Lowe
- Monica Mullen
- Valerie McLymont
- Marion S. Kirkman
- Norica Tomuta
- Nancy Pemberton
- Kristi Dohm
- Martha Farago
- Ellen J. Anderson (ORCID: https://orcid.org/0000-0001-7514-7929)
- Mark R. Burge (ORCID: https://orcid.org/0000-0002-3015-3660)
- Elizabeth A. Walker (ORCID: https://orcid.org/0000-0002-6328-7673)
- Susan Hensley
- Javiva Horne
- Nnenna Agharanya
- Carlos Lorenzo (ORCID: https://orcid.org/0000-0001-7080-765X)
- Basma Fattaleh
- Ted Ganiats
- Elise Zimmerman
- Kim Kelly-Dinham
- Louise E. Ingraham
- Linda Semler
- Jacqueline M. Ghahate
- Deloris Heard
- F. Xavier Pi‐Sunyer
- Khan Akbar
- Sujata Jinagouda
- Ebenezer A. Nyenwe (ORCID: https://orcid.org/0000-0003-2742-1262)
- Renee Wiggins
- Susie M. Kelly
- Pamela A. Schinleber
- Susan Harrier
- Robert R. Henry (ORCID: https://orcid.org/0000-0002-4821-0117)
- Stacey Kloiber
- Patrice G. Saab
- Lisa Chai
- Mae K. Isonaga
- David S. Schade (ORCID: https://orcid.org/0000-0003-1921-604X)
- LeeLana Thomas
- Maria Rosario G. Araneta
- Karwyn S. Adams
- Kathy Abbott
- Beverly D. Porter
- Elsayed Z. Soliman (ORCID: https://orcid.org/0000-0001-5632-8150)
- Pharis Mohideen
- José C. Florez (ORCID: https://orcid.org/0000-0002-1730-9325)
- Bertha Veciana
- George A. Bray (ORCID: https://orcid.org/0000-0001-9945-8772)
- Robert J. Roy
- Louann Harris
- Marizel Quitingon
- Kristy Bondi
- Elaine Grassa
- Caitlin E. Carter (ORCID: https://orcid.org/0000-0002-8962-2652)
- Robert L. Hanson (ORCID: https://orcid.org/0000-0002-4252-7068)
- Sarah Bassiouni (ORCID: https://orcid.org/0000-0002-2810-7008)
- Arleen F. Brown (ORCID: https://orcid.org/0000-0001-9948-8955)
- Andrea M. Kriska (ORCID: https://orcid.org/0000-0002-3522-0869)
- Amitha Domalpally (ORCID: https://orcid.org/0000-0002-8145-9619)
- Karen Kavena
- William C. Knowler (ORCID: https://orcid.org/0000-0002-7004-5197)
- Samia Das
- Claudia Conzues
- Dawn Myers
- Linda M. Delahanty (ORCID: https://orcid.org/0000-0002-1525-3559)
- Alla Sapozhnikova
- Melvin Prince (ORCID: https://orcid.org/0000-0003-3258-7080)
- Marycie Lamkin
- Wylie McNabb
- Amy D. Otto
- Michelle Marr
- Harelda Anderson
- Alicia Noel
- Nestoras Mathioudakis (ORCID: https://orcid.org/0000-0002-0210-655X)
- Cheryl K.H. Johnson
- Karen Vejvoda
- Tina Brenneman
- Kimberly Loman
- Erma Levy
- Susan Reamer
- Ashley H. Tjaden (ORCID: https://orcid.org/0000-0002-7674-5071)
- Alicia Greene (ORCID: https://orcid.org/0000-0002-0797-396X)
- Steve Jones
- Angela Goldstein
- Tonya Jenkins
- Crystal Duncan
- Avnisha Patel
- Michael Brändle (ORCID: https://orcid.org/0000-0002-3228-0313)
- Naomi Katzir
- Betty M. Kennedy (ORCID: https://orcid.org/0000-0003-3803-222X)
- Kathleen Colleran
- David D. McPherson
- Preethi Srikanthan (ORCID: https://orcid.org/0000-0002-9931-3407)
- Marie‐France Hivert (ORCID: https://orcid.org/0000-0001-7752-2585)
- Valarie Weinzierl
- Edwin S. Fineberg
- Gregory M. Dwyer
- Sumaya Castillo-Florez
- Nancy Barrett (ORCID: https://orcid.org/0000-0002-8547-6408)
- Madeline Beltran
- Camille Natewa
- Kathy Xapthalamous
- April A. Herbert
- Lauren N. Claravall
- Medhat Botrous
- Mary A. Hoskin (ORCID: https://orcid.org/0000-0002-4964-2763)
- Kieren J. Mather (ORCID: https://orcid.org/0000-0001-8696-7500)
- Karol E. Watson (ORCID: https://orcid.org/0000-0003-3658-6165)
- Verónica Villarreal
- Kati Swift
- Willette Senter
- Alvera Enote
- Patricia Katz (ORCID: https://orcid.org/0000-0002-8146-2519)
- William H. Herman (ORCID: https://orcid.org/0000-0002-0502-674X)
- Renée W. Latimer
- Riley Rainville
- Kathy Parkes
- Renee Liberoni
- Marcella Chavez
- Mary de Groot (ORCID: https://orcid.org/0000-0003-4021-8824)
- Jocelyn Pan
- Vonnie Gama
- Lilia Leon
- Maria Baldo
- Vallabh O. Shah (ORCID: https://orcid.org/0000-0002-3584-4057)
- Jewel Mendoza
- Sofya Rubinchik
- Mark E. Molitch (ORCID: https://orcid.org/0000-0002-8492-3587)
- Shelley R. Hoyer
- Jackie Callaghan
- Kristine A. Viscovich
- Ronald A. Arky
- Jillian Inouye (ORCID: https://orcid.org/0000-0003-1179-3192)
- Helen Martinez (ORCID: https://orcid.org/0000-0002-7646-9126)
- Karen M. Callaphan
- Judith E. Soberman
- Miriam Boraz
- Marybeth Bryant
- Hope Joseph
- David B. Allison (ORCID: https://orcid.org/0000-0003-3566-9399)
- Nadege Longchamp
- Tamara B. Horwich (ORCID: https://orcid.org/0000-0002-3208-1023)
- Ann R. Semenske
- David G. Marrero (ORCID: https://orcid.org/0000-0003-2112-7812)
- Ateka Fondino
- Perpetua Magpuri
- Tracy Kellum
- Ana Santiago
- Susan Jeffries (ORCID: https://orcid.org/0000-0002-0880-9299)
- Paula Putenney
- Caroline Abbas
- Denise Anderson (ORCID: https://orcid.org/0000-0003-0643-4136)
- Jennifer Lukin
- Kathy Ngo
- Debra Rowse
- Pamela Mucik
- Mariana K. Johnson
- Valerie Weinzierl
- Kathleen E. Lawton
- Kathy Chu
- Steven E. Kahn (ORCID: https://orcid.org/0000-0001-7307-9002)
- Anthony Sosa
- Julie Bamdad
- John S. Melish
- Santica M. Marcovina (ORCID: https://orcid.org/0000-0002-9118-8488)
- Teresa Alexander
- Richard J. Katz (ORCID: https://orcid.org/0000-0002-4127-2331)
- Annie Chatellier
- Samantha Johnson (ORCID: https://orcid.org/0000-0002-4716-1229)
- Evonne Utsey
- Nolan Kuenster (ORCID: https://orcid.org/0000-0002-9890-7684)
- Lonnese Taylor
- Nina E. Bermudez
- Bonny Rockette‐Wagner (ORCID: https://orcid.org/0000-0002-4096-917X)
- Qing Pan (ORCID: https://orcid.org/0000-0003-1253-0490)
- Jennifer J. Manly (ORCID: https://orcid.org/0000-0002-9481-7497)
- Fredricka Walker-Murray
- Edward S. Horton (ORCID: https://orcid.org/0000-0002-5670-3157)
- Thomas Nilan
- Holly Love Burkott
- Jeanne Charleston (ORCID: https://orcid.org/0000-0002-8122-908X)
- Lisa Clifford (ORCID: https://orcid.org/0000-0003-4590-1016)
- Helena Duffy
- Daphne T. Adelman (ORCID: https://orcid.org/0000-0002-9021-076X)
- Audrey McMaster
- Jeanne M. Clark (ORCID: https://orcid.org/0000-0003-1194-0092)
- Yolanda Nashboo
- Cormarie Wernimont
- Jennifer Dolgoff
- Matthew S. Doughty
- Harry Shamoon (ORCID: https://orcid.org/0000-0002-5014-5211)
- Sarah Ledbury
- Amisha Wallia (ORCID: https://orcid.org/0000-0002-3183-4062)
- Lisa Testaverde
- Andrew J. Sarkin
- Crystal J. Howard-Century
- Lucy Ryder (ORCID: https://orcid.org/0009-0004-2261-0923)
- Ruth Shaw
- Peggy Gibbs
- Gilda Trandafirescu
- Paula Ruth Williamson (ORCID: https://orcid.org/0000-0001-9802-6636)
- Heather Baumhauer
- Robert Orlosky
- Prajakta Khare-Ranade
- Norman Cooeyate
- Catherine Bavido-Arrage
- Sharon K. Odom
- Janet O. Brown
- Shawne Stephens
- Michelle Cook (ORCID: https://orcid.org/0000-0001-7743-1368)
- Olga Lara
- Kyle McDaniel
- Shiyu Shu
- Marie Smith (ORCID: https://orcid.org/0000-0002-1572-0268)
- Qurashia Manjoo
- Lily M.K. Rutledge
- Helen Lambeth
- Celeste Colegrove
- Jacqueline P. Burke
- Hooman Oktaei
- Monica Lockett
- Caroline Navy
- Sara Michaels
- Chris Dailing
- Ryan Endres
- Janet Tobian
- Justin Glass
- Carolyn Johannes
- Karla A. Temple
- Ethel Faye Hampton
- Sherron Cook
- Arlene Martinez (ORCID: https://orcid.org/0000-0001-7276-5588)
- Dorothy Pompi
- Margaret J. Matulik
- Samsam C. Penn
- Paul Cassanova-Romero
- Mark Tripputi (ORCID: https://orcid.org/0000-0002-5510-7310)
- Hanna Sherif
- Ivy Morgan-Taggart
- Zhuming Zhang (ORCID: https://orcid.org/0000-0002-5638-5320)
- Jessica Sansoucy
- Matthew Jay Budoff (ORCID: https://orcid.org/0000-0002-9616-1946)
- Rena R. Wing (ORCID: https://orcid.org/0000-0002-0918-8252)
- Susan I. Barr (ORCID: https://orcid.org/0000-0001-8701-7152)
- Milvia Lagarda
- Gretchen E.H. Van Wye
- Erik J. Groessl (ORCID: https://orcid.org/0000-0001-6239-1965)
- Frank L. Greenway (ORCID: https://orcid.org/0000-0002-1766-6111)
- Penny Hyde
- Emma Hurt
- Peter H. Bennett (ORCID: https://orcid.org/0000-0001-8322-1359)
- James Reimers
- Edward W. Gregg (ORCID: https://orcid.org/0000-0003-2381-6822)
- Robert E. Ratner
- Cathryn F. Oldmixon
- Evelyn C. Bird
- Tara L. Jones (ORCID: https://orcid.org/0000-0002-4516-9796)
- Charles McKitrick
- Alexis Bouffard
- Elizabeth J. Mayer‐Davis (ORCID: https://orcid.org/0000-0003-3858-0517)
- Michelle Magee (ORCID: https://orcid.org/0000-0002-4692-3201)
- Daniel Lawrence (ORCID: https://orcid.org/0009-0002-3096-5842)
- Sheila Watson
- Sharon L. Edelstein (ORCID: https://orcid.org/0000-0001-8457-4404)
- Rebecca Culyba
- Heather Turgeon
- Monica Hartmuller
- Claresa Levatan
- Donald C. Simonson (ORCID: https://orcid.org/0000-0002-4670-6290)
- Catherine DeSandre
- Neil H. White (ORCID: https://orcid.org/0000-0002-4701-1976)
- Marielle Mugford
- Brian C. Bucca
- Liane Cox
- Tamara Stich
- Priscilla Jay
- Milajurine Lindsay
- Raynette U. Perry
- Beverly Williams-Cleaves
- Juliet Sanguily
- Debra Waters
- Margaret Kocal
- Catherine M. Champagne (ORCID: https://orcid.org/0000-0001-6127-1072)
- Judith G. Regensteiner (ORCID: https://orcid.org/0000-0002-9331-3908)
- William H. Polonsky (ORCID: https://orcid.org/0000-0001-9064-6144)
- Roylen S. Kaskalla
- Blandine Laferrère (ORCID: https://orcid.org/0000-0001-8255-3175)
- Anthony A. Killeen (ORCID: https://orcid.org/0000-0003-1629-9468)
- Nopporn Thangthaeng (ORCID: https://orcid.org/0000-0002-8744-0214)
- Dana Dabelea (ORCID: https://orcid.org/0000-0001-9514-8929)
- Lori Lambert
- Judith Wylie‐Rosett (ORCID: https://orcid.org/0000-0003-4031-6950)
- Michael Bryer‐Ash
- Wendy Benz
- Kellie A. Smith
- Boyd E. Metzger (ORCID: https://orcid.org/0000-0002-6503-1962)
- Ronald J. Prineas (ORCID: https://orcid.org/0000-0001-7494-0634)
- Liana K. Billings (ORCID: https://orcid.org/0000-0001-7991-3010)
- Uzoma N. Ibebuogu (ORCID: https://orcid.org/0000-0002-1789-8254)
- Helen Chong
- Donna H. Ryan (ORCID: https://orcid.org/0000-0001-8374-2277)
- Elizabeth M. Venditti (ORCID: https://orcid.org/0000-0002-4124-6555)
- Sharon Cappelli
- Kelly J. Acton
- Gaye Koenning
- Miranda Smart
- Kisha L. Pinner
- Renee Reinhart
- Medha N. Munshi (ORCID: https://orcid.org/0000-0001-6917-4197)
- Ryan Gilligan
- Ralph Beddow
- Elizabeth Stamm (ORCID: https://orcid.org/0000-0002-2896-259X)
- Maria G. Montez
- Andy Ewen
- Maria Budget
- Katherine V. Williams
- Ellie Corkery
- Claire Hemphill
- B. Ned Calonge
- Lindsery Gurry
- Wayman W. Cheatham
- Jerrold M. Olefsky (ORCID: https://orcid.org/0000-0003-0392-1705)
- David Altshuler (ORCID: https://orcid.org/0000-0002-7250-4107)
- Ping Zhang (ORCID: https://orcid.org/0000-0001-9163-6191)
- Ling Chen (ORCID: https://orcid.org/0000-0002-6909-9606)
- Christine Lee (ORCID: https://orcid.org/0000-0003-1615-236X)
- Yong Ma (ORCID: https://orcid.org/0000-0001-5849-3424)
- David A. Ehrmann (ORCID: https://orcid.org/0000-0001-9621-8415)
- Yabing Li (ORCID: https://orcid.org/0000-0001-7521-1804)
- Laura Taylor (ORCID: https://orcid.org/0000-0002-0936-7314)
- Lisa L. Smith (ORCID: https://orcid.org/0000-0003-0567-076X)
- Michelle Chan (ORCID: https://orcid.org/0000-0003-4058-4234)
- Caren G. Solomon
- Heather J. Hoffman
- Morton B. Brown
- Tara Wilson
- Patrick J. Boyle
- Patricia V. Nash
- Rosalyn Barber
- Lynne C. Lichtermann
- David W. Price
- Richard F. Arakaki
- Steven M. Haffner
- Elizabeth Barrett‐Connor
- Enrique Caballero
- Carissa M. Smith
- April Thomas
- James Rochon
- Barry J. Goldstein
- Robert H. Knopp
- Jeff Curtis
- Marsha Miller
- Brenda K. Montgomery
- Barbara Blodi
- Greg Strylewicz
- A. Raymond
- Kristin David
- Nancy Rowland
- Diane Larsen
- Abbas E. Kitabchi
- Tracy Jones
- Charlton Wilson
- R. Eastman
- Sarah Fowler
- Dan O’Leary
- Richard P. Donahue
- Fannie Smith
- Charles J. Campbell
- Julie A. Nelson
- Jeffery J. Zachwieja
- Amer Rassam
- Carolyn King
- Adrian Casillas
- Laurie Bissett
- Richard R. Rubin
- Paris Roach
- Kenneth S. Polonsky
- Sanford Garfield
- Kathleen Jablonski
- Raymond P. Bain
- Tonya Taylor (ORCID: https://orcid.org/0000-0003-4609-202X)
- Jean Louise M. Smith
- Madelyn L. Wheeler
- Mary E. Murphy
- Rhea Mundra
- Ronald P. Danis
- Larry D. Hubbard
- Donald Williamson
- Jennifer C. Lovejoy
- Wendy Grant
- John J. Albers
- Julio V. Santiago
- Mohammed F. Saad
- Tina Morgan
- Deloris Johnson
- Pentti M. Rautaharju
- Debra Clark
- Harriet Ricks
- Thomas Pitts
- Deanna Gabrielson
- Helen Seagle
- Carmen Pal
- Jadell Mendez
- Debra Rubinstein
- Edward W. Lipkin
- Adrienne Gottlieb
- Merry Jackson
- Noemi Neira
- Bonnie Gillis
- Richard T. Tulley
- Robert R. Moran
- F. José
- Anne Murillo
- C Di Muro
- David M. Nathan
- Julie Hu (ORCID: https://orcid.org/0009-0004-9531-9336)
- Brenda A. Broussard
- Emily Tsai (ORCID: https://orcid.org/0000-0002-2821-7864)
Institutions
- Northwestern University (US)
- Milken Institute (US)
- Colorado School of Public Health (US)
- University of New Mexico (US)
- Columbia University Irving Medical Center (US)
- VA Puget Sound Health Care System (US)
- Michigan Medicine (US)
- University of Colorado Anschutz Medical Campus (US)
Publication Details
- Journal
- Diabetes Care
- Published
- 2025-08-26
- DOI
- https://doi.org/10.2337/dci25-0032
- Primary Topic
- Diabetes, Cardiovascular Risks, and Lipoproteins
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institute on Aging
- National Institute of Diabetes and Digestive and Kidney Diseases