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Comparative efficacy and complications of long-acting and intermediate-acting insulin regimens for adults with type 1 diabetes: an individual patient data network meta-analysis

ObjectiveTo examine the comparative efficacy and complications of long-acting and intermediate-acting insulin for different patient characteristics for type 1 diabetes mellitus (T1DM).DesignSystematic review and individual patient data (IPD) network meta-analysis (NMA).Data sourcesMEDLINE, EMBASE an...

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Published in:BMJ open 2022-11, Vol.12 (11), p.e058034
Main Authors: Veroniki, Areti Angeliki, Seitidis, Georgios, Stewart, Lesley, Clarke, Mike, Tudur-Smith, Catrin, Mavridis, Dimitris, Yu, Catherine H, Moja, Lorenzo, Straus, Sharon E, Tricco, Andrea C
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cited_by cdi_FETCH-LOGICAL-b539t-4d6d521abaef7455d9b9ab71f423c7be1292249ed1fd0867783585568a7016893
cites cdi_FETCH-LOGICAL-b539t-4d6d521abaef7455d9b9ab71f423c7be1292249ed1fd0867783585568a7016893
container_end_page
container_issue 11
container_start_page e058034
container_title BMJ open
container_volume 12
creator Veroniki, Areti Angeliki
Seitidis, Georgios
Stewart, Lesley
Clarke, Mike
Tudur-Smith, Catrin
Mavridis, Dimitris
Yu, Catherine H
Moja, Lorenzo
Straus, Sharon E
Tricco, Andrea C
description ObjectiveTo examine the comparative efficacy and complications of long-acting and intermediate-acting insulin for different patient characteristics for type 1 diabetes mellitus (T1DM).DesignSystematic review and individual patient data (IPD) network meta-analysis (NMA).Data sourcesMEDLINE, EMBASE and the Cochrane Central Register of Controlled Trials were searched through June 2015.Eligibility criteriaRandomised controlled trials (RCTs) on adults with T1DM assessing glycosylated haemoglobin (A1c) and severe hypoglycaemia in long-acting and intermediate-acting insulin regimens.Data extraction and synthesisWe requested IPD from authors and funders. When IPD were not available, we used aggregate data. We conducted a random-effects model, and specifically a one-stage IPD-NMA for those studies providing IPD and a two-stage IPD-NMA to incorporate those studies not providing IPD.ResultsWe included 28 RCTs plus one companion report, after screening 6680 titles/abstracts and 205 full-text articles. Of the 28 RCTs, 27 studies provided data for the NMA with 7394 participants, of which 12 RCTs had IPD on 4943 participants. The IPD-NMA for A1c suggested that glargine once daily (mean difference [MD]=−0.31, 95% confidence interval [CI]: −0.48 to −0.14) and detemir once daily (MD=−0.25, 95% CI: –0.41 to −0.09) were superior to neutral protamine Hagedorn (NPH) once daily. NPH once/two times per day improved A1c compared with NPH once daily (MD=−0.30, 95% CI: –0.50 to −0.11). Results regarding complications in severe hypoglycaemia should be considered with great caution due to inconsistency in the evidence network. Accounting for missing data, there was no evidence of inconsistency and long-acting insulin regimens ranked higher regarding reducing severe hypoglycaemia compared with intermediate-acting insulin regimens (two-stage NMA: glargine two times per day SUCRA (Surface Under the Cumulative Ranking curve)=89%, detemir once daily SUCRA=77%; one-stage NMA: detemir once daily/two times per day SUCRA=85%). Using multiple imputations and IPD only, complications in severe hypoglycaemia increased with diabetes-related comorbidities (regression coefficient: 1.03, 95% CI: 1.02 to 1.03).ConclusionsLong-acting insulin regimens reduced A1c compared with intermediate-acting insulin regimens and were associated with lower severe hypoglycaemia. Of the observed differences, only glargine once daily achieved a clinically significant reduction of 0.30%. Results should be interpreted wit
doi_str_mv 10.1136/bmjopen-2021-058034
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When IPD were not available, we used aggregate data. We conducted a random-effects model, and specifically a one-stage IPD-NMA for those studies providing IPD and a two-stage IPD-NMA to incorporate those studies not providing IPD.ResultsWe included 28 RCTs plus one companion report, after screening 6680 titles/abstracts and 205 full-text articles. Of the 28 RCTs, 27 studies provided data for the NMA with 7394 participants, of which 12 RCTs had IPD on 4943 participants. The IPD-NMA for A1c suggested that glargine once daily (mean difference [MD]=−0.31, 95% confidence interval [CI]: −0.48 to −0.14) and detemir once daily (MD=−0.25, 95% CI: –0.41 to −0.09) were superior to neutral protamine Hagedorn (NPH) once daily. NPH once/two times per day improved A1c compared with NPH once daily (MD=−0.30, 95% CI: –0.50 to −0.11). Results regarding complications in severe hypoglycaemia should be considered with great caution due to inconsistency in the evidence network. Accounting for missing data, there was no evidence of inconsistency and long-acting insulin regimens ranked higher regarding reducing severe hypoglycaemia compared with intermediate-acting insulin regimens (two-stage NMA: glargine two times per day SUCRA (Surface Under the Cumulative Ranking curve)=89%, detemir once daily SUCRA=77%; one-stage NMA: detemir once daily/two times per day SUCRA=85%). Using multiple imputations and IPD only, complications in severe hypoglycaemia increased with diabetes-related comorbidities (regression coefficient: 1.03, 95% CI: 1.02 to 1.03).ConclusionsLong-acting insulin regimens reduced A1c compared with intermediate-acting insulin regimens and were associated with lower severe hypoglycaemia. Of the observed differences, only glargine once daily achieved a clinically significant reduction of 0.30%. Results should be interpreted with caution due to very low quality of evidence.PROSPERO registration numberCRD42015023511.</description><identifier>ISSN: 2044-6055</identifier><identifier>EISSN: 2044-6055</identifier><identifier>DOI: 10.1136/bmjopen-2021-058034</identifier><identifier>PMID: 36332950</identifier><language>eng</language><publisher>England: British Medical Journal Publishing Group</publisher><subject>Adult ; Bias ; Clinical significance ; Diabetes ; DIABETES &amp; ENDOCRINOLOGY ; Diabetes and Endocrinology ; Diabetes Mellitus, Type 1 - drug therapy ; EPIDEMIOLOGY ; Funding ; Glycated Hemoglobin ; Humans ; Hypoglycemia ; Hypoglycemia - chemically induced ; Hypoglycemic Agents - therapeutic use ; Insulin ; Insulin - therapeutic use ; Insulin Glargine - therapeutic use ; Insulin, Isophane ; Insulin, Long-Acting - therapeutic use ; Meta-analysis ; Network Meta-Analysis ; Patients ; PUBLIC HEALTH ; Systematic review</subject><ispartof>BMJ open, 2022-11, Vol.12 (11), p.e058034</ispartof><rights>Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.</rights><rights>2022 Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ . Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. 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Published by BMJ. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b539t-4d6d521abaef7455d9b9ab71f423c7be1292249ed1fd0867783585568a7016893</citedby><cites>FETCH-LOGICAL-b539t-4d6d521abaef7455d9b9ab71f423c7be1292249ed1fd0867783585568a7016893</cites><orcidid>0000-0001-6680-6507 ; 0000-0002-2926-7257 ; 0000-0002-4114-8971 ; 0000-0001-6388-4825 ; 0000-0003-0856-1892 ; 0000-0003-3051-1445 ; 0000-0003-1041-4592</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2732031508/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2732031508?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,3194,25753,27924,27925,37012,37013,44590,53791,53793,55341,55350,75126,77596,77597,77660,77686</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36332950$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Veroniki, Areti Angeliki</creatorcontrib><creatorcontrib>Seitidis, Georgios</creatorcontrib><creatorcontrib>Stewart, Lesley</creatorcontrib><creatorcontrib>Clarke, Mike</creatorcontrib><creatorcontrib>Tudur-Smith, Catrin</creatorcontrib><creatorcontrib>Mavridis, Dimitris</creatorcontrib><creatorcontrib>Yu, Catherine H</creatorcontrib><creatorcontrib>Moja, Lorenzo</creatorcontrib><creatorcontrib>Straus, Sharon E</creatorcontrib><creatorcontrib>Tricco, Andrea C</creatorcontrib><title>Comparative efficacy and complications of long-acting and intermediate-acting insulin regimens for adults with type 1 diabetes: an individual patient data network meta-analysis</title><title>BMJ open</title><addtitle>BMJ Open</addtitle><addtitle>BMJ Open</addtitle><description>ObjectiveTo examine the comparative efficacy and complications of long-acting and intermediate-acting insulin for different patient characteristics for type 1 diabetes mellitus (T1DM).DesignSystematic review and individual patient data (IPD) network meta-analysis (NMA).Data sourcesMEDLINE, EMBASE and the Cochrane Central Register of Controlled Trials were searched through June 2015.Eligibility criteriaRandomised controlled trials (RCTs) on adults with T1DM assessing glycosylated haemoglobin (A1c) and severe hypoglycaemia in long-acting and intermediate-acting insulin regimens.Data extraction and synthesisWe requested IPD from authors and funders. When IPD were not available, we used aggregate data. We conducted a random-effects model, and specifically a one-stage IPD-NMA for those studies providing IPD and a two-stage IPD-NMA to incorporate those studies not providing IPD.ResultsWe included 28 RCTs plus one companion report, after screening 6680 titles/abstracts and 205 full-text articles. Of the 28 RCTs, 27 studies provided data for the NMA with 7394 participants, of which 12 RCTs had IPD on 4943 participants. The IPD-NMA for A1c suggested that glargine once daily (mean difference [MD]=−0.31, 95% confidence interval [CI]: −0.48 to −0.14) and detemir once daily (MD=−0.25, 95% CI: –0.41 to −0.09) were superior to neutral protamine Hagedorn (NPH) once daily. NPH once/two times per day improved A1c compared with NPH once daily (MD=−0.30, 95% CI: –0.50 to −0.11). Results regarding complications in severe hypoglycaemia should be considered with great caution due to inconsistency in the evidence network. Accounting for missing data, there was no evidence of inconsistency and long-acting insulin regimens ranked higher regarding reducing severe hypoglycaemia compared with intermediate-acting insulin regimens (two-stage NMA: glargine two times per day SUCRA (Surface Under the Cumulative Ranking curve)=89%, detemir once daily SUCRA=77%; one-stage NMA: detemir once daily/two times per day SUCRA=85%). Using multiple imputations and IPD only, complications in severe hypoglycaemia increased with diabetes-related comorbidities (regression coefficient: 1.03, 95% CI: 1.02 to 1.03).ConclusionsLong-acting insulin regimens reduced A1c compared with intermediate-acting insulin regimens and were associated with lower severe hypoglycaemia. Of the observed differences, only glargine once daily achieved a clinically significant reduction of 0.30%. 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Seitidis, Georgios ; Stewart, Lesley ; Clarke, Mike ; Tudur-Smith, Catrin ; Mavridis, Dimitris ; Yu, Catherine H ; Moja, Lorenzo ; Straus, Sharon E ; Tricco, Andrea C</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b539t-4d6d521abaef7455d9b9ab71f423c7be1292249ed1fd0867783585568a7016893</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Bias</topic><topic>Clinical significance</topic><topic>Diabetes</topic><topic>DIABETES &amp; ENDOCRINOLOGY</topic><topic>Diabetes and Endocrinology</topic><topic>Diabetes Mellitus, Type 1 - drug therapy</topic><topic>EPIDEMIOLOGY</topic><topic>Funding</topic><topic>Glycated Hemoglobin</topic><topic>Humans</topic><topic>Hypoglycemia</topic><topic>Hypoglycemia - chemically induced</topic><topic>Hypoglycemic Agents - therapeutic use</topic><topic>Insulin</topic><topic>Insulin - therapeutic use</topic><topic>Insulin Glargine - therapeutic use</topic><topic>Insulin, Isophane</topic><topic>Insulin, Long-Acting - therapeutic use</topic><topic>Meta-analysis</topic><topic>Network Meta-Analysis</topic><topic>Patients</topic><topic>PUBLIC HEALTH</topic><topic>Systematic review</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Veroniki, Areti Angeliki</creatorcontrib><creatorcontrib>Seitidis, Georgios</creatorcontrib><creatorcontrib>Stewart, Lesley</creatorcontrib><creatorcontrib>Clarke, Mike</creatorcontrib><creatorcontrib>Tudur-Smith, Catrin</creatorcontrib><creatorcontrib>Mavridis, Dimitris</creatorcontrib><creatorcontrib>Yu, Catherine H</creatorcontrib><creatorcontrib>Moja, Lorenzo</creatorcontrib><creatorcontrib>Straus, Sharon E</creatorcontrib><creatorcontrib>Tricco, Andrea C</creatorcontrib><collection>BMJ Open Access Journals</collection><collection>BMJ Journals:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Proquest Nursing &amp; 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Medical Complete (Alumni)</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>Consumer Health Database</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Psychology Database</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>BMJ open</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Veroniki, Areti Angeliki</au><au>Seitidis, Georgios</au><au>Stewart, Lesley</au><au>Clarke, Mike</au><au>Tudur-Smith, Catrin</au><au>Mavridis, Dimitris</au><au>Yu, Catherine H</au><au>Moja, Lorenzo</au><au>Straus, Sharon E</au><au>Tricco, Andrea C</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative efficacy and complications of long-acting and intermediate-acting insulin regimens for adults with type 1 diabetes: an individual patient data network meta-analysis</atitle><jtitle>BMJ open</jtitle><stitle>BMJ Open</stitle><addtitle>BMJ Open</addtitle><date>2022-11-04</date><risdate>2022</risdate><volume>12</volume><issue>11</issue><spage>e058034</spage><pages>e058034-</pages><issn>2044-6055</issn><eissn>2044-6055</eissn><abstract>ObjectiveTo examine the comparative efficacy and complications of long-acting and intermediate-acting insulin for different patient characteristics for type 1 diabetes mellitus (T1DM).DesignSystematic review and individual patient data (IPD) network meta-analysis (NMA).Data sourcesMEDLINE, EMBASE and the Cochrane Central Register of Controlled Trials were searched through June 2015.Eligibility criteriaRandomised controlled trials (RCTs) on adults with T1DM assessing glycosylated haemoglobin (A1c) and severe hypoglycaemia in long-acting and intermediate-acting insulin regimens.Data extraction and synthesisWe requested IPD from authors and funders. When IPD were not available, we used aggregate data. We conducted a random-effects model, and specifically a one-stage IPD-NMA for those studies providing IPD and a two-stage IPD-NMA to incorporate those studies not providing IPD.ResultsWe included 28 RCTs plus one companion report, after screening 6680 titles/abstracts and 205 full-text articles. Of the 28 RCTs, 27 studies provided data for the NMA with 7394 participants, of which 12 RCTs had IPD on 4943 participants. The IPD-NMA for A1c suggested that glargine once daily (mean difference [MD]=−0.31, 95% confidence interval [CI]: −0.48 to −0.14) and detemir once daily (MD=−0.25, 95% CI: –0.41 to −0.09) were superior to neutral protamine Hagedorn (NPH) once daily. NPH once/two times per day improved A1c compared with NPH once daily (MD=−0.30, 95% CI: –0.50 to −0.11). Results regarding complications in severe hypoglycaemia should be considered with great caution due to inconsistency in the evidence network. Accounting for missing data, there was no evidence of inconsistency and long-acting insulin regimens ranked higher regarding reducing severe hypoglycaemia compared with intermediate-acting insulin regimens (two-stage NMA: glargine two times per day SUCRA (Surface Under the Cumulative Ranking curve)=89%, detemir once daily SUCRA=77%; one-stage NMA: detemir once daily/two times per day SUCRA=85%). Using multiple imputations and IPD only, complications in severe hypoglycaemia increased with diabetes-related comorbidities (regression coefficient: 1.03, 95% CI: 1.02 to 1.03).ConclusionsLong-acting insulin regimens reduced A1c compared with intermediate-acting insulin regimens and were associated with lower severe hypoglycaemia. Of the observed differences, only glargine once daily achieved a clinically significant reduction of 0.30%. Results should be interpreted with caution due to very low quality of evidence.PROSPERO registration numberCRD42015023511.</abstract><cop>England</cop><pub>British Medical Journal Publishing Group</pub><pmid>36332950</pmid><doi>10.1136/bmjopen-2021-058034</doi><orcidid>https://orcid.org/0000-0001-6680-6507</orcidid><orcidid>https://orcid.org/0000-0002-2926-7257</orcidid><orcidid>https://orcid.org/0000-0002-4114-8971</orcidid><orcidid>https://orcid.org/0000-0001-6388-4825</orcidid><orcidid>https://orcid.org/0000-0003-0856-1892</orcidid><orcidid>https://orcid.org/0000-0003-3051-1445</orcidid><orcidid>https://orcid.org/0000-0003-1041-4592</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 2044-6055
ispartof BMJ open, 2022-11, Vol.12 (11), p.e058034
issn 2044-6055
2044-6055
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source BMJ Open Access Journals; Publicly Available Content Database (Proquest) (PQ_SDU_P3); BMJ; PubMed Central
subjects Adult
Bias
Clinical significance
Diabetes
DIABETES & ENDOCRINOLOGY
Diabetes and Endocrinology
Diabetes Mellitus, Type 1 - drug therapy
EPIDEMIOLOGY
Funding
Glycated Hemoglobin
Humans
Hypoglycemia
Hypoglycemia - chemically induced
Hypoglycemic Agents - therapeutic use
Insulin
Insulin - therapeutic use
Insulin Glargine - therapeutic use
Insulin, Isophane
Insulin, Long-Acting - therapeutic use
Meta-analysis
Network Meta-Analysis
Patients
PUBLIC HEALTH
Systematic review
title Comparative efficacy and complications of long-acting and intermediate-acting insulin regimens for adults with type 1 diabetes: an individual patient data network meta-analysis
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