<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Knowler WC</submitter><funding>NIDDK NIH HHS</funding><funding>NIA NIH HHS</funding><funding>National Institute of Diabetes and Digestive and Kidney Diseases</funding><funding>National Institute on Aging</funding><pagination>1668-1675</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC12451852</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>48(10)</volume><pubmed_abstract>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 me</pubmed_abstract><journal>Diabetes care</journal><pubmed_title>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.</pubmed_title><pmcid>PMC12451852</pmcid><funding_grant_id>U01 DK048404, U01 DK048387, U01 DK048407</funding_grant_id><funding_grant_id>U01 DK048349, U01 DK048381, U01 DK048468</funding_grant_id><funding_grant_id>U01 DK048407</funding_grant_id><funding_grant_id>U01 DK048434, U01 DK048485, U01 DK048375</funding_grant_id><funding_grant_id>U01 DK048349</funding_grant_id><funding_grant_id>U01 DK048404</funding_grant_id><funding_grant_id>U01 DK048406</funding_grant_id><funding_grant_id>U01 DK048443</funding_grant_id><funding_grant_id>U01 DK048411, U01 DK048406</funding_grant_id><funding_grant_id>U01 DK048400</funding_grant_id><funding_grant_id>U01 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D</pubmed_authors><pubmed_authors>Oldmixon CF</pubmed_authors><pubmed_authors>Lipkin EW</pubmed_authors><pubmed_authors>Donahue RP</pubmed_authors><pubmed_authors>Reusing J</pubmed_authors><pubmed_authors>Ma Y</pubmed_authors><pubmed_authors>Johnson S</pubmed_authors><pubmed_authors>Bronsord M</pubmed_authors><pubmed_authors>Sullivan E</pubmed_authors><pubmed_authors>Czech K</pubmed_authors><pubmed_authors>Guillory FG</pubmed_authors><pubmed_authors>Navy C</pubmed_authors><pubmed_authors>Fultz M</pubmed_authors><pubmed_authors>Abbas C</pubmed_authors><pubmed_authors>Prince MJ</pubmed_authors><pubmed_authors>Johnson D</pubmed_authors><pubmed_authors>Lukin J</pubmed_authors><pubmed_authors>Schroeder EB</pubmed_authors><pubmed_authors>Prineas R</pubmed_authors><pubmed_authors>Guido M</pubmed_authors><pubmed_authors>Harden M</pubmed_authors><pubmed_authors>Koenning G</pubmed_authors><pubmed_authors>Ricks H</pubmed_authors><pubmed_authors>Love Burkott 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S</pubmed_authors><pubmed_authors>Ganiats T</pubmed_authors><pubmed_authors>Tadros S</pubmed_authors><pubmed_authors>Dohm K</pubmed_authors><pubmed_authors>Calles J</pubmed_authors><pubmed_authors>Cantrell CM</pubmed_authors><pubmed_authors>Leos D</pubmed_authors><pubmed_authors>Thomas L</pubmed_authors><pubmed_authors>Shaw R</pubmed_authors><pubmed_authors>Harting J</pubmed_authors><pubmed_authors>Rubinchik S</pubmed_authors><pubmed_authors>Longchamp N</pubmed_authors><pubmed_authors>Roy RJ</pubmed_authors><pubmed_authors>Stewart KJ</pubmed_authors><pubmed_authors>Jeffirs ML</pubmed_authors><pubmed_authors>Trandafirescu G</pubmed_authors><pubmed_authors>Kloiber S</pubmed_authors><pubmed_authors>Calonge BN</pubmed_authors><pubmed_authors>Dotson YF</pubmed_authors><pubmed_authors>Hogan Tjaden A</pubmed_authors><pubmed_authors>Vicknair PC</pubmed_authors><pubmed_authors>Roach PJ</pubmed_authors><pubmed_authors>Curtis J</pubmed_authors><pubmed_authors>Putenney P</pubmed_authors><pubmed_authors>Malloy MA</pubmed_authors><pubmed_authors>Bryant M</pubmed_authors><pubmed_authors>Hill JO</pubmed_authors><pubmed_authors>Ehrmann DA</pubmed_authors><pubmed_authors>Mudaliar S</pubmed_authors><pubmed_authors>Florez HJ</pubmed_authors><pubmed_authors>Cox L</pubmed_authors><pubmed_authors>Barr S</pubmed_authors><pubmed_authors>Casillas A</pubmed_authors><pubmed_authors>Mendoza J</pubmed_authors><pubmed_authors>Beddow R</pubmed_authors><pubmed_authors>Bissett L</pubmed_authors><pubmed_authors>Baumhauer H</pubmed_authors><pubmed_authors>Watson S</pubmed_authors><pubmed_authors>Yamamoto RE</pubmed_authors><pubmed_authors>Watson K</pubmed_authors><pubmed_authors>Zonszein J</pubmed_authors><pubmed_authors>McAtee G</pubmed_authors><pubmed_authors>Silverman A</pubmed_authors><pubmed_authors>Greene A</pubmed_authors><pubmed_authors>Mathioudakis N</pubmed_authors><pubmed_authors>Venditti EM</pubmed_authors><pubmed_authors>Hubbard L</pubmed_authors><pubmed_authors>Greenway F</pubmed_authors><pubmed_authors>Jackson MA</pubmed_authors><pubmed_authors>Sarkin AJ</pubmed_authors><pubmed_authors>Morgan-Taggart I</pubmed_authors><pubmed_authors>Smart M</pubmed_authors><pubmed_authors>Grover-Fairchild N</pubmed_authors><pubmed_authors>Walker EA</pubmed_authors><pubmed_authors>Allison DB</pubmed_authors><pubmed_authors>Ackermann RT</pubmed_authors><pubmed_authors>Adams KS</pubmed_authors><pubmed_authors>Broussard BA</pubmed_authors><pubmed_authors>Guare JC</pubmed_authors><pubmed_authors>Dotson B</pubmed_authors><pubmed_authors>Edgerton C</pubmed_authors><pubmed_authors>Gao Y</pubmed_authors><pubmed_authors>Gabrielson D</pubmed_authors><pubmed_authors>Bird EC</pubmed_authors><pubmed_authors>Pollin TI</pubmed_authors><pubmed_authors>Mullen M</pubmed_authors><pubmed_authors>Youssef G</pubmed_authors><pubmed_authors>Dwyer GM</pubmed_authors><pubmed_authors>Dragg A</pubmed_authors><pubmed_authors>Rooney ES</pubmed_authors><pubmed_authors>Thangthaeng N</pubmed_authors><pubmed_authors>Das S</pubmed_authors><pubmed_authors>Alexander T</pubmed_authors><pubmed_authors>Schade DS</pubmed_authors><pubmed_authors>McCabe C</pubmed_authors><pubmed_authors>Brown AL</pubmed_authors><pubmed_authors>Garfield S</pubmed_authors><pubmed_authors>Hoskin MA</pubmed_authors><pubmed_authors>Strylewicz G</pubmed_authors><pubmed_authors>Billings LK</pubmed_authors><pubmed_authors>Munshi M</pubmed_authors><pubmed_authors>Melancon LE</pubmed_authors><pubmed_authors>Foo ST</pubmed_authors><pubmed_authors>Fujimoto W</pubmed_authors><pubmed_authors>Lawrence D</pubmed_authors><pubmed_authors>Grant W</pubmed_authors><pubmed_authors>Schwartz A</pubmed_authors><pubmed_authors>Barrett N</pubmed_authors><pubmed_authors>Nilan T</pubmed_authors><pubmed_authors>Melish JS</pubmed_authors><pubmed_authors>St Amant JA</pubmed_authors><pubmed_authors>Stamm E</pubmed_authors><pubmed_authors>Perry RU</pubmed_authors><pubmed_authors>Eberhardt B</pubmed_authors><pubmed_authors>Smith F</pubmed_authors><pubmed_authors>Edelstein SL</pubmed_authors><pubmed_authors>Perry A</pubmed_authors><pubmed_authors>Smith J</pubmed_authors><pubmed_authors>Pan J</pubmed_authors><pubmed_authors>Jay P</pubmed_authors><pubmed_authors>Poirier S</pubmed_authors><pubmed_authors>Adorno E</pubmed_authors><pubmed_authors>Smith M</pubmed_authors><pubmed_authors>Bassiouni S</pubmed_authors><pubmed_authors>Wildman W</pubmed_authors><pubmed_authors>Perreault L</pubmed_authors><pubmed_authors>Kula LM</pubmed_authors><pubmed_authors>Benson MB</pubmed_authors><pubmed_authors>Pan Q</pubmed_authors><pubmed_authors>White NH</pubmed_authors><pubmed_authors>Khare-Ranade P</pubmed_authors><pubmed_authors>Wing RR</pubmed_authors><pubmed_authors>Patel A</pubmed_authors><pubmed_authors>Soberman JE</pubmed_authors><pubmed_authors>Williams KV</pubmed_authors><pubmed_authors>Hartmuller M</pubmed_authors><pubmed_authors>Otto A</pubmed_authors><pubmed_authors>Taylor T</pubmed_authors><pubmed_authors>Cheatham WW</pubmed_authors><pubmed_authors>Christophi C</pubmed_authors><pubmed_authors>Goldstein BJ</pubmed_authors><pubmed_authors>Taylor L</pubmed_authors><pubmed_authors>Champagne CM</pubmed_authors><pubmed_authors>Goldberg RB</pubmed_authors><pubmed_authors>Metzger BE</pubmed_authors><pubmed_authors>Jortberg BT</pubmed_authors><pubmed_authors>Roumain J</pubmed_authors><pubmed_authors>Williams-Cleaves B</pubmed_authors><pubmed_authors>Bethepu J</pubmed_authors><pubmed_authors>Aronoff NJ</pubmed_authors><pubmed_authors>Botrous M</pubmed_authors><pubmed_authors>Duncan R</pubmed_authors><pubmed_authors>Semenske AR</pubmed_authors><pubmed_authors>Palermo L</pubmed_authors><pubmed_authors>Bryer-Ash M</pubmed_authors><pubmed_authors>Ganda OP</pubmed_authors><pubmed_authors>Katz P</pubmed_authors><pubmed_authors>Abbott K</pubmed_authors><pubmed_authors>Katz R</pubmed_authors><pubmed_authors>Ewen A</pubmed_authors><pubmed_authors>Pepe C</pubmed_authors><pubmed_authors>Lorenzo C</pubmed_authors><pubmed_authors>Gurry L</pubmed_authors><pubmed_authors>Gilligan R</pubmed_authors><pubmed_authors>Hall S</pubmed_authors><pubmed_authors>Delve L</pubmed_authors><pubmed_authors>Horton ES</pubmed_authors><pubmed_authors>Dailing C</pubmed_authors><pubmed_authors>Brown JO</pubmed_authors><pubmed_authors>Dolgoff J</pubmed_authors><pubmed_authors>Veciana B</pubmed_authors><pubmed_authors>Henry RR</pubmed_authors><pubmed_authors>Hu J</pubmed_authors><pubmed_authors>Callaphan KM</pubmed_authors><pubmed_authors>Shapiro S</pubmed_authors><pubmed_authors>Knowler WC</pubmed_authors><pubmed_authors>Nicosia M</pubmed_authors><pubmed_authors>Johannes C</pubmed_authors><pubmed_authors>Williams R</pubmed_authors><pubmed_authors>Altshuler D</pubmed_authors><pubmed_authors>Senter W</pubmed_authors><pubmed_authors>Wylie-Rosett J</pubmed_authors><pubmed_authors>Guimond S</pubmed_authors><pubmed_authors>Kitabchi AE</pubmed_authors><pubmed_authors>Goulding A</pubmed_authors><pubmed_authors>Jablonski K</pubmed_authors><pubmed_authors>Bradley V</pubmed_authors><pubmed_authors>Howard-Century CJ</pubmed_authors><pubmed_authors>Parkes K</pubmed_authors><pubmed_authors>Cola S</pubmed_authors><pubmed_authors>Pettigrew J</pubmed_authors><pubmed_authors>Dowden JM</pubmed_authors><pubmed_authors>Dodge C</pubmed_authors><pubmed_authors>Sanford DA</pubmed_authors><pubmed_authors>Regensteiner JG</pubmed_authors><pubmed_authors>Jackson SD</pubmed_authors><pubmed_authors>Levatan C</pubmed_authors><pubmed_authors>Kirby L</pubmed_authors><pubmed_authors>Polonsky W</pubmed_authors><pubmed_authors>Brown MB</pubmed_authors><pubmed_authors>Latimer RW</pubmed_authors><pubmed_authors>Ghahate JM</pubmed_authors><pubmed_authors>Schweizer D</pubmed_authors><pubmed_authors>Duncan C</pubmed_authors><pubmed_authors>Horne J</pubmed_authors><pubmed_authors>Matulik MJ</pubmed_authors><pubmed_authors>Orchard T</pubmed_authors><pubmed_authors>Manus C</pubmed_authors><pubmed_authors>Boraz M</pubmed_authors><pubmed_authors>Kelly-Dinham K</pubmed_authors><pubmed_authors>Gama V</pubmed_authors><pubmed_authors>Culbert IW</pubmed_authors><pubmed_authors>Guidi A</pubmed_authors><pubmed_authors>Molitch ME</pubmed_authors><pubmed_authors>Carrion-Petersen ML</pubmed_authors><pubmed_authors>Orlosky R</pubmed_authors><pubmed_authors>Tulley RT</pubmed_authors><pubmed_authors>Lockett M</pubmed_authors><pubmed_authors>de Groot M</pubmed_authors><pubmed_authors>Lou P</pubmed_authors><pubmed_authors>Corkery E</pubmed_authors><pubmed_authors>Kirkman MS</pubmed_authors><pubmed_authors>Colleran K</pubmed_authors><pubmed_authors>Clifford L</pubmed_authors><pubmed_authors>Oktaei H</pubmed_authors><pubmed_authors>Harrier S</pubmed_authors><pubmed_authors>Schinleber PA</pubmed_authors><pubmed_authors>Dacawyma T</pubmed_authors><pubmed_authors>Behrends C</pubmed_authors><pubmed_authors>Lara O</pubmed_authors><pubmed_authors>Larreal C</pubmed_authors><pubmed_authors>Sapozhnikova A</pubmed_authors><pubmed_authors>Ryan DH</pubmed_authors><pubmed_authors>Rubinstein D</pubmed_authors><pubmed_authors>Inouye J</pubmed_authors><pubmed_authors>Abebe S</pubmed_authors><pubmed_authors>Kelly SM</pubmed_authors><pubmed_authors>Scheindlin J</pubmed_authors><pubmed_authors>Culyba R</pubmed_authors><pubmed_authors>Friedler A</pubmed_authors><pubmed_authors>Cohn H</pubmed_authors><pubmed_authors>Saudek CD</pubmed_authors><pubmed_authors>Brenneman T</pubmed_authors><pubmed_authors>Pinner KL</pubmed_authors><pubmed_authors>Rassam A</pubmed_authors><pubmed_authors>Hoyer SR</pubmed_authors><pubmed_authors>Evans G</pubmed_authors><pubmed_authors>Hurtenbach C</pubmed_authors><pubmed_authors>Gottlieb A</pubmed_authors><pubmed_authors>Evans C</pubmed_authors><pubmed_authors>Lamkin M</pubmed_authors><pubmed_authors>Szerdi Janesch S</pubmed_authors><pubmed_authors>Larsen MD</pubmed_authors><pubmed_authors>Johnson CKH</pubmed_authors><pubmed_authors>Kuenster N</pubmed_authors><pubmed_authors>Pak J</pubmed_authors><pubmed_authors>Trence D</pubmed_authors><pubmed_authors>Li Y</pubmed_authors><pubmed_authors>Viscovich KA</pubmed_authors><pubmed_authors>Colegrove C</pubmed_authors><pubmed_authors>Albers J</pubmed_authors><pubmed_authors>Nathan DM</pubmed_authors><pubmed_authors>Fitzgibbon M</pubmed_authors><pubmed_authors>VanDorsten B</pubmed_authors><pubmed_authors>Fradkin J</pubmed_authors><pubmed_authors>Elsas D</pubmed_authors><pubmed_authors>Crandall J</pubmed_authors><pubmed_authors>Jones S</pubmed_authors><pubmed_authors>Warram J</pubmed_authors><pubmed_authors>Jones T</pubmed_authors><pubmed_authors>Ledbury S</pubmed_authors><pubmed_authors>Anderson DR</pubmed_authors><pubmed_authors>Jacobsen AM</pubmed_authors><pubmed_authors>Gooding R</pubmed_authors><pubmed_authors>Delahanty L</pubmed_authors><pubmed_authors>Swift M</pubmed_authors><pubmed_authors>Caballero E</pubmed_authors><pubmed_authors>Marr M</pubmed_authors><pubmed_authors>Rowland ND</pubmed_authors><pubmed_authors>Franklin T</pubmed_authors><pubmed_authors>Murphy ME</pubmed_authors><pubmed_authors>Kolinjivadi P</pubmed_authors><pubmed_authors>Porter BD</pubmed_authors><pubmed_authors>Bermudez NE</pubmed_authors><pubmed_authors>Bain R</pubmed_authors><pubmed_authors>Tobian J</pubmed_authors><pubmed_authors>Jackson M</pubmed_authors><pubmed_authors>Hoffman H</pubmed_authors><pubmed_authors>Muro C</pubmed_authors><pubmed_authors>Lindsay M</pubmed_authors><pubmed_authors>Murillo A</pubmed_authors><pubmed_authors>Wheeler ML</pubmed_authors><pubmed_authors>Domalpally A</pubmed_authors><pubmed_authors>DeSandre C</pubmed_authors><pubmed_authors>Simonson D</pubmed_authors><pubmed_authors>Swift K</pubmed_authors><pubmed_authors>Walker-Murray F</pubmed_authors><pubmed_authors>Zhang Z</pubmed_authors><pubmed_authors>Cappelli S</pubmed_authors><pubmed_authors>Darwin C</pubmed_authors><pubmed_authors>Krakoff J</pubmed_authors><pubmed_authors>Montez MG</pubmed_authors><pubmed_authors>Hattaway K</pubmed_authors><pubmed_authors>Rockette-Wagner B</pubmed_authors><pubmed_authors>Truong J</pubmed_authors><pubmed_authors>Wilson T</pubmed_authors><pubmed_authors>Samuels A</pubmed_authors><pubmed_authors>Zachwieja JJ</pubmed_authors><pubmed_authors>Edelman SV</pubmed_authors><pubmed_authors>Kocal M</pubmed_authors><pubmed_authors>Clark B</pubmed_authors><pubmed_authors>Furlong K</pubmed_authors><pubmed_authors>Hamman RF</pubmed_authors><pubmed_authors>Clark D</pubmed_authors><pubmed_authors>Noel A</pubmed_authors><pubmed_authors>Fattaleh B</pubmed_authors><pubmed_authors>Zhang P</pubmed_authors><pubmed_authors>O'Brien M</pubmed_authors><pubmed_authors>Wallia A</pubmed_authors><pubmed_authors>Vejvoda K</pubmed_authors><pubmed_authors>Ratner RE</pubmed_authors><pubmed_authors>Smith LL</pubmed_authors><pubmed_authors>Hemphill C</pubmed_authors><pubmed_authors>Giles MM</pubmed_authors><pubmed_authors>Butler N</pubmed_authors><pubmed_authors>Jeffries S</pubmed_authors><pubmed_authors>Chong H</pubmed_authors><pubmed_authors>Herbert AA</pubmed_authors><pubmed_authors>Chan M</pubmed_authors><pubmed_authors>Kaskalla RS</pubmed_authors><pubmed_authors>Agharanya N</pubmed_authors><pubmed_authors>Kerr M</pubmed_authors><pubmed_authors>Jiggetts D</pubmed_authors><pubmed_authors>Simmons M</pubmed_authors><pubmed_authors>Solomon CG</pubmed_authors><pubmed_authors>Arceneaux J</pubmed_authors><pubmed_authors>Burke JP</pubmed_authors><pubmed_authors>Kurland J</pubmed_authors><pubmed_authors>Cagliero E</pubmed_authors><pubmed_authors>Manjoo Q</pubmed_authors><pubmed_authors>Pemberton N</pubmed_authors><pubmed_authors>Hanson RL</pubmed_authors><pubmed_authors>Dagogo-Jack S</pubmed_authors><pubmed_authors>Charleston JB</pubmed_authors><pubmed_authors>Franks PW</pubmed_authors><pubmed_authors>Shamoon H</pubmed_authors><pubmed_authors>Ibebuogu U</pubmed_authors><pubmed_authors>Engel S</pubmed_authors><pubmed_authors>Lichtermann LC</pubmed_authors><pubmed_authors>Rapoport H</pubmed_authors><pubmed_authors>Kessler D</pubmed_authors><pubmed_authors>Endres R</pubmed_authors><pubmed_authors>Kuo S</pubmed_authors><pubmed_authors>Whittington T</pubmed_authors><pubmed_authors>Lee C</pubmed_authors><pubmed_authors>Powell D</pubmed_authors><pubmed_authors>Marcovina S</pubmed_authors><pubmed_authors>Pitts T</pubmed_authors><pubmed_authors>Price DW</pubmed_authors><pubmed_authors>Chu K</pubmed_authors><pubmed_authors>Kriska A</pubmed_authors><pubmed_authors>Andon N</pubmed_authors><pubmed_authors>Rowse D</pubmed_authors><pubmed_authors>Hagamen S</pubmed_authors><pubmed_authors>Eastman R</pubmed_authors><pubmed_authors>Polczynski E</pubmed_authors><pubmed_authors>Wernimont C</pubmed_authors><pubmed_authors>Arky RA</pubmed_authors><pubmed_authors>McPherson D</pubmed_authors><pubmed_authors>Hazuda HP</pubmed_authors><pubmed_authors>Allen A</pubmed_authors><pubmed_authors>O'Leary D</pubmed_authors><pubmed_authors>Smith KG</pubmed_authors><pubmed_authors>Michaels S</pubmed_authors><pubmed_authors>Neira N</pubmed_authors><pubmed_authors>Wilson C</pubmed_authors><pubmed_authors>Reamer S</pubmed_authors><pubmed_authors>Grimes KL</pubmed_authors><pubmed_authors>Acton KJ</pubmed_authors><pubmed_authors>Lenz D</pubmed_authors><pubmed_authors>Smith KA</pubmed_authors><pubmed_authors>Gibbs P</pubmed_authors><pubmed_authors>Rautaharju P</pubmed_authors><pubmed_authors>Hilbrich R</pubmed_authors><pubmed_authors>Lambert L</pubmed_authors><pubmed_authors>Brown A</pubmed_authors><pubmed_authors>Spandorfer J</pubmed_authors><pubmed_authors>Benz W</pubmed_authors><pubmed_authors>Hadden A</pubmed_authors><pubmed_authors>Utsey E</pubmed_authors><pubmed_authors>Rainville R</pubmed_authors><pubmed_authors>Barber R</pubmed_authors><pubmed_authors>Sansoucy J</pubmed_authors><pubmed_authors>Brown E</pubmed_authors><pubmed_authors>Rautaharju F</pubmed_authors><pubmed_authors>Nash PV</pubmed_authors><pubmed_authors>Dabelea D</pubmed_authors><pubmed_authors>Passaro M</pubmed_authors><pubmed_authors>Thomas CC</pubmed_authors><pubmed_authors>Bondi K</pubmed_authors><pubmed_authors>Hensley S</pubmed_authors><pubmed_authors>Budget M</pubmed_authors><pubmed_authors>Garg R</pubmed_authors><pubmed_authors>Bouffard A</pubmed_authors><pubmed_authors>Lowe A</pubmed_authors><pubmed_authors>Rutledge LMK</pubmed_authors><pubmed_authors>Van Wye GEH</pubmed_authors><pubmed_authors>Gillis B</pubmed_authors><pubmed_authors>Clark JM</pubmed_authors><pubmed_authors>Park J</pubmed_authors><pubmed_authors>Ignaut JM</pubmed_authors><pubmed_authors>Luchsinger JA</pubmed_authors><pubmed_authors>Xapthalamous K</pubmed_authors><pubmed_authors>Herman WH</pubmed_authors><pubmed_authors>Boyle PJ</pubmed_authors><pubmed_authors>Morris LH</pubmed_authors><pubmed_authors>Stimpson C</pubmed_authors><pubmed_authors>Chavez M</pubmed_authors><pubmed_authors>Manly J</pubmed_authors><pubmed_authors>Pi-Sunyer FX</pubmed_authors><pubmed_authors>Stephens S</pubmed_authors><pubmed_authors>Doughty MS</pubmed_authors><pubmed_authors>Brandle M</pubmed_authors><pubmed_authors>O'Neal K</pubmed_authors><pubmed_authors>Tseng B</pubmed_authors><pubmed_authors>Isaac J</pubmed_authors><pubmed_authors>Vargo P</pubmed_authors><pubmed_authors>Spellman J</pubmed_authors><pubmed_authors>Gonzales Y</pubmed_authors><pubmed_authors>Middelbeek RJW</pubmed_authors><pubmed_authors>Williamson D</pubmed_authors><pubmed_authors>Quitingon M</pubmed_authors><pubmed_authors>Williamson P</pubmed_authors><pubmed_authors>Crandall JP</pubmed_authors><pubmed_authors>Baker-Ladao NK</pubmed_authors><pubmed_authors>Blodi B</pubmed_authors><pubmed_authors>Raymond APE</pubmed_authors><pubmed_authors>Frieson SL</pubmed_authors><pubmed_authors>Bavido-Arrage C</pubmed_authors><pubmed_authors>Ingraham LE</pubmed_authors><pubmed_authors>Akbar K</pubmed_authors><pubmed_authors>McKitrick C</pubmed_authors><pubmed_authors>Kriska AM</pubmed_authors><pubmed_authors>Stich T</pubmed_authors><pubmed_authors>King C</pubmed_authors><pubmed_authors>Violino E</pubmed_authors><pubmed_authors>Kennedy BM</pubmed_authors><pubmed_authors>Gadde KM</pubmed_authors><pubmed_authors>Bucca B</pubmed_authors><pubmed_authors>Garimella P</pubmed_authors><pubmed_authors>Foulkes M</pubmed_authors><pubmed_authors>Morgan T</pubmed_authors><pubmed_authors>Aroda V</pubmed_authors><pubmed_authors>Waters D</pubmed_authors><pubmed_authors>Bennett PH</pubmed_authors><pubmed_authors>Campbell C</pubmed_authors><pubmed_authors>Joseph H</pubmed_authors><pubmed_authors>Dias L</pubmed_authors><pubmed_authors>Mather KJ</pubmed_authors><pubmed_authors>Janicek R</pubmed_authors></additional><is_claimable>false</is_claimable><name>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.</name><description>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 me</description><dates><release>2025-01-01T00:00:00Z</release><publication>2025 Oct</publication><modification>2026-04-30T03:20:43.007Z</modification><creation>2026-04-30T03:12:08.556Z</creation></dates><accession>S-EPMC12451852</accession><cross_references><pubmed>40857175</pubmed><doi>10.2337/dci25-0032</doi></cross_references></HashMap>