Treatment effect heterogeneity following type 2 diabetes treatment with GLP1-receptor agonists and SGLT2-inhibitors: a systematic review

Author:

Young Katherine G.,McInnes Eram Haider,Massey Robert J.,Kahkoska Anna R.,Pilla Scott J.,Raghavan Sridharan,Stanislawski Maggie A.ORCID,Tobias Deirdre K.,McGovern Andrew P.,Dawed Adem Y.,Jones Angus G.,Pearson Ewan R.ORCID,Dennis John M.ORCID,Tobias Deirdre K.,Merino Jordi,Ahmad Abrar,Aiken Catherine,Benham Jamie L.,Bodhini Dhanasekaran,Clark Amy L.,Colclough Kevin,Corcoy Rosa,Cromer Sara J.,Duan Daisy,Felton Jamie L.,Francis Ellen C.,Gillard Pieter,Gingras Véronique,Gaillard Romy,Haider Eram,Hughes Alice,Ikle Jennifer M.,Jacobsen Laura M.,Kettunen Jarno L. T.,Kreienkamp Raymond J.,Lim Lee-Ling,Männistö Jonna M. E.,Massey Robert,Mclennan Niamh-Maire,Miller Rachel G.,Morieri Mario Luca,Most Jasper,Naylor Rochelle N.,Ozkan Bige,Patel Kashyap Amratlal,Pilla Scott J.,Prystupa Katsiaryna,Raghaven Sridaran,Rooney Mary R.,Schön Martin,Semnani-Azad Zhila,Sevilla-Gonzalez Magdalena,Svalastoga Pernille,Takele Wubet Worku,Tam Claudia Ha-ting,Thuesen Anne Cathrine B.,Tosur Mustafa,Wallace Amelia S.,Wang Caroline C.,Wong Jessie J.,Yamamoto Jennifer M.,Young Katherine,Amouyal Chloé,Andersen Mette K.,Bonham Maxine P.,Chen Mingling,Cheng Feifei,Chikowore Tinashe,Chivers Sian C.,Clemmensen Christoffer,Dabelea Dana,Dawed Adem Y.,Deutsch Aaron J.,Dickens Laura T.,DiMeglio Linda A.,Dudenhöffer-Pfeifer Monika,Evans-Molina Carmella,Fernández-Balsells María Mercè,Fitipaldi Hugo,Fitzpatrick Stephanie L.,Gitelman Stephen E.,Goodarzi Mark O.,Grieger Jessica A.,Guasch-Ferré Marta,Habibi Nahal,Hansen Torben,Huang Chuiguo,Harris-Kawano Arianna,Ismail Heba M.,Hoag Benjamin,Johnson Randi K.,Jones Angus G.,Koivula Robert W.,Leong Aaron,Leung Gloria K. W.,Libman Ingrid M.,Liu Kai,Long S. Alice,Lowe William L.,Morton Robert W.,Motala Ayesha A.,Onengut-Gumuscu Suna,Pankow James S.,Pathirana Maleesa,Pazmino Sofia,Perez Dianna,Petrie John R.,Powe Camille E.,Quinteros Alejandra,Jain Rashmi,Ray Debashree,Ried-Larsen Mathias,Saeed Zeb,Santhakumar Vanessa,Kanbour Sarah,Sarkar Sudipa,Monaco Gabriela S. F.,Scholtens Denise M.,Selvin Elizabeth,Sheu Wayne Huey-Herng,Speake Cate,Stanislawski Maggie A.,Steenackers Nele,Steck Andrea K.,Stefan Norbert,Støy Julie,Taylor Rachael,Tye Sok Cin,Ukke Gebresilasea Gendisha,Urazbayeva Marzhan,Van der Schueren Bart,Vatier Camille,Wentworth John M.,Hannah Wesley,White Sara L.,Yu Gechang,Zhang Yingchai,Zhou Shao J.,Beltrand Jacques,Polak Michel,Aukrust Ingvild,de Franco Elisa,Flanagan Sarah E.,Maloney Kristin A.,McGovern Andrew,Molnes Janne,Nakabuye Mariam,Njølstad Pål Rasmus,Pomares-Millan Hugo,Provenzano Michele,Saint-Martin Cécile,Zhang Cuilin,Zhu Yeyi,Auh Sungyoung,de Souza Russell,Fawcett Andrea J.,Gruber Chandra,Mekonnen Eskedar Getie,Mixter Emily,Sherifali Diana,Eckel Robert H.,Nolan John J.,Philipson Louis H.,Brown Rebecca J.,Billings Liana K.,Boyle Kristen,Costacou Tina,Dennis John M.,Florez Jose C.,Gloyn Anna L.,Gomez Maria F.,Gottlieb Peter A.,Greeley Siri Atma W.,Griffin Kurt,Hattersley Andrew T.,Hirsch Irl B.,Hivert Marie-France,Hood Korey K.,Josefson Jami L.,Kwak Soo Heon,Laffel Lori M.,Lim Siew S.,Loos Ruth J. F.,Ma Ronald C. W.,Mathieu Chantal,Mathioudakis Nestoras,Meigs James B.,Misra Shivani,Mohan Viswanathan,Murphy Rinki,Oram Richard,Owen Katharine R.,Ozanne Susan E.,Pearson Ewan R.,Perng Wei,Pollin Toni I.,Pop-Busui Rodica,Pratley Richard E.,Redman Leanne M.,Redondo Maria J.,Reynolds Rebecca M.,Semple Robert K.,Sherr Jennifer L.,Sims Emily K.,Sweeting Arianne,Tuomi Tiinamaija,Udler Miriam S.,Vesco Kimberly K.,Vilsbøll Tina,Wagner Robert,Rich Stephen S.,Franks Paul W.,

Abstract

Abstract Background A precision medicine approach in type 2 diabetes requires the identification of clinical and biological features that are reproducibly associated with differences in clinical outcomes with specific anti-hyperglycaemic therapies. Robust evidence of such treatment effect heterogeneity could support more individualized clinical decisions on optimal type 2 diabetes therapy. Methods We performed a pre-registered systematic review of meta-analysis studies, randomized control trials, and observational studies evaluating clinical and biological features associated with heterogenous treatment effects for SGLT2-inhibitor and GLP1-receptor agonist therapies, considering glycaemic, cardiovascular, and renal outcomes. After screening 5,686 studies, we included 101 studies of SGLT2-inhibitors and 75 studies of GLP1-receptor agonists in the final systematic review. Results Here we show that the majority of included papers have methodological limitations precluding robust assessment of treatment effect heterogeneity. For SGLT2-inhibitors, multiple observational studies suggest lower renal function as a predictor of lesser glycaemic response, while markers of reduced insulin secretion predict lesser glycaemic response with GLP1-receptor agonists. For both therapies, multiple post-hoc analyses of randomized control trials (including trial meta-analysis) identify minimal clinically relevant treatment effect heterogeneity for cardiovascular and renal outcomes. Conclusions Current evidence on treatment effect heterogeneity for SGLT2-inhibitor and GLP1-receptor agonist therapies is limited, likely reflecting the methodological limitations of published studies. Robust and appropriately powered studies are required to understand type 2 diabetes treatment effect heterogeneity and evaluate the potential for precision medicine to inform future clinical care.

Publisher

Springer Science and Business Media LLC

Subject

General Medicine

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