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Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand
Purpose To measure the comparative effectiveness of metformin versus insulin for initial pharmacological management of gestational diabetes mellitus (GDM). Methods We conducted a population‐based retrospective cohort study using administrative claims, maternity care, and laboratory result data from...
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Published in: | Pharmacoepidemiology and drug safety 2019-12, Vol.28 (12), p.1609-1619 |
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creator | Landi, Suzanne N. Radke, Sarah Boggess, Kim Engel, Stephanie M. Stürmer, Til Howe, Anna S. Jonsson Funk, Michele |
description | Purpose
To measure the comparative effectiveness of metformin versus insulin for initial pharmacological management of gestational diabetes mellitus (GDM).
Methods
We conducted a population‐based retrospective cohort study using administrative claims, maternity care, and laboratory result data from New Zealand. We followed pregnant women aged 15 to 45 from GDM diagnosis through delivery and assessed outcomes using maternity care and hospitalization data. We adjusted for covariates using inverse probability of treatment weights and multiple imputation for missing covariate information. We estimated unadjusted and adjusted risk ratios (RRs), risk differences (RDs) per 100, and 95% confidence intervals (CIs). Linear regression was used to estimate the association of treatment with birthweight. We stratified analyses by ethnicity and infant sex in prespecified sensitivity analyses.
Results
We compared 3818 metformin‐treated pregnancies with 3450 insulin‐treated pregnancies. We observed differences in treatment initiation by ethnicity, socioeconomic status, region, and calendar year. Treatment groups were similar in age, body mass index (BMI), and timing of diagnosis/treatment initiation. After adjustment, metformin was associated with reduced absolute risk of planned elective c‐section (RD = −2.3, 95% CI, −4.3 to −0.3), large for gestational age (RD = −3.7, 95% CI, −5.5 to −1.8), and neonatal hypoglycemia (RD = −5.0, 95% CI, −6.9 to −3.2) compared with insulin. There were no clinically meaningful differences in average birthweight between metformin‐ and insulin‐treated pregnancies. We observed variation in estimates by ethnicity and infant sex for some neonatal outcomes.
Conclusion
Metformin appears to be an effective treatment for women with GDM and may reduce risk of some adverse neonatal outcomes when compared with insulin. |
doi_str_mv | 10.1002/pds.4907 |
format | article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2324627651</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2324627651</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3837-530f6602fc79196856846659d27d7e20a6f595a34700f30f3246905d2c53670b3</originalsourceid><addsrcrecordid>eNp1kEtLAzEUhYMotlbBXyABN26m5jFJmqXUJxQV1I0gIZ25kSnzqMlMS_-9GVvdubqv7x4OB6FTSsaUEHa5zMM41UTtoSElWidUCLXf94InEyH1AB2FsCAk3nR6iAacSs2Z1EP0MW2qpfW2LVaAwTnI-q6GEHDjcAWta3xV1HgFPnQBF3XoyjjGLf6E0Ma_prYlzgs7hxZ6AD_CGr-DLW2dH6MDZ8sAJ7s6Qm-3N6_T-2T2dPcwvZolGZ9wlQhOnJSEuUxpqmV0PEmlFDpnKlfAiJVOaGF5qghxkeUslZqInGWCS0XmfITOt7pL33x10ZdZNJ2PxoJhPcyUFDRSF1sq800IHpxZ-qKyfmMoMX2OJuZo-hwjerYT7OYV5H_gb3ARSLbAuihh86-Qeb5--RH8BiN3exA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2324627651</pqid></control><display><type>article</type><title>Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand</title><source>Wiley-Blackwell Read & Publish Collection</source><creator>Landi, Suzanne N. ; Radke, Sarah ; Boggess, Kim ; Engel, Stephanie M. ; Stürmer, Til ; Howe, Anna S. ; Jonsson Funk, Michele</creator><creatorcontrib>Landi, Suzanne N. ; Radke, Sarah ; Boggess, Kim ; Engel, Stephanie M. ; Stürmer, Til ; Howe, Anna S. ; Jonsson Funk, Michele</creatorcontrib><description>Purpose
To measure the comparative effectiveness of metformin versus insulin for initial pharmacological management of gestational diabetes mellitus (GDM).
Methods
We conducted a population‐based retrospective cohort study using administrative claims, maternity care, and laboratory result data from New Zealand. We followed pregnant women aged 15 to 45 from GDM diagnosis through delivery and assessed outcomes using maternity care and hospitalization data. We adjusted for covariates using inverse probability of treatment weights and multiple imputation for missing covariate information. We estimated unadjusted and adjusted risk ratios (RRs), risk differences (RDs) per 100, and 95% confidence intervals (CIs). Linear regression was used to estimate the association of treatment with birthweight. We stratified analyses by ethnicity and infant sex in prespecified sensitivity analyses.
Results
We compared 3818 metformin‐treated pregnancies with 3450 insulin‐treated pregnancies. We observed differences in treatment initiation by ethnicity, socioeconomic status, region, and calendar year. Treatment groups were similar in age, body mass index (BMI), and timing of diagnosis/treatment initiation. After adjustment, metformin was associated with reduced absolute risk of planned elective c‐section (RD = −2.3, 95% CI, −4.3 to −0.3), large for gestational age (RD = −3.7, 95% CI, −5.5 to −1.8), and neonatal hypoglycemia (RD = −5.0, 95% CI, −6.9 to −3.2) compared with insulin. There were no clinically meaningful differences in average birthweight between metformin‐ and insulin‐treated pregnancies. We observed variation in estimates by ethnicity and infant sex for some neonatal outcomes.
Conclusion
Metformin appears to be an effective treatment for women with GDM and may reduce risk of some adverse neonatal outcomes when compared with insulin.</description><identifier>ISSN: 1053-8569</identifier><identifier>EISSN: 1099-1557</identifier><identifier>DOI: 10.1002/pds.4907</identifier><identifier>PMID: 31693269</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Adolescent ; Adult ; Antidiabetics ; Birth weight ; Birth Weight - drug effects ; birthweight ; Body mass ; Body mass index ; Cesarean Section - statistics & numerical data ; Cohort analysis ; cohort studies ; Diabetes ; Diabetes mellitus ; diabetes, gestational ; Diabetes, Gestational - drug therapy ; Diagnosis ; Ethnicity ; Female ; Gestational age ; Humans ; Hypoglycemia ; Hypoglycemia - chemically induced ; Hypoglycemia - epidemiology ; Hypoglycemic Agents - administration & dosage ; Hypoglycemic Agents - adverse effects ; Infant, Newborn ; Infant, Newborn, Diseases - chemically induced ; Infant, Newborn, Diseases - epidemiology ; Insulin ; Insulin - administration & dosage ; Insulin - adverse effects ; Male ; Maternal child nursing ; Maternal Exposure - adverse effects ; Metformin ; Metformin - administration & dosage ; Metformin - adverse effects ; Middle Aged ; Minority & ethnic groups ; Neonates ; New Zealand ; New Zealand - epidemiology ; pharmacoepidemiology ; Population studies ; Pregnancy ; Retrospective Studies ; Risk reduction ; Sex Factors ; Socioeconomics ; Young Adult</subject><ispartof>Pharmacoepidemiology and drug safety, 2019-12, Vol.28 (12), p.1609-1619</ispartof><rights>2019 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3837-530f6602fc79196856846659d27d7e20a6f595a34700f30f3246905d2c53670b3</citedby><cites>FETCH-LOGICAL-c3837-530f6602fc79196856846659d27d7e20a6f595a34700f30f3246905d2c53670b3</cites><orcidid>0000-0002-9204-7177 ; 0000-0002-3528-9292</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31693269$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Landi, Suzanne N.</creatorcontrib><creatorcontrib>Radke, Sarah</creatorcontrib><creatorcontrib>Boggess, Kim</creatorcontrib><creatorcontrib>Engel, Stephanie M.</creatorcontrib><creatorcontrib>Stürmer, Til</creatorcontrib><creatorcontrib>Howe, Anna S.</creatorcontrib><creatorcontrib>Jonsson Funk, Michele</creatorcontrib><title>Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand</title><title>Pharmacoepidemiology and drug safety</title><addtitle>Pharmacoepidemiol Drug Saf</addtitle><description>Purpose
To measure the comparative effectiveness of metformin versus insulin for initial pharmacological management of gestational diabetes mellitus (GDM).
Methods
We conducted a population‐based retrospective cohort study using administrative claims, maternity care, and laboratory result data from New Zealand. We followed pregnant women aged 15 to 45 from GDM diagnosis through delivery and assessed outcomes using maternity care and hospitalization data. We adjusted for covariates using inverse probability of treatment weights and multiple imputation for missing covariate information. We estimated unadjusted and adjusted risk ratios (RRs), risk differences (RDs) per 100, and 95% confidence intervals (CIs). Linear regression was used to estimate the association of treatment with birthweight. We stratified analyses by ethnicity and infant sex in prespecified sensitivity analyses.
Results
We compared 3818 metformin‐treated pregnancies with 3450 insulin‐treated pregnancies. We observed differences in treatment initiation by ethnicity, socioeconomic status, region, and calendar year. Treatment groups were similar in age, body mass index (BMI), and timing of diagnosis/treatment initiation. After adjustment, metformin was associated with reduced absolute risk of planned elective c‐section (RD = −2.3, 95% CI, −4.3 to −0.3), large for gestational age (RD = −3.7, 95% CI, −5.5 to −1.8), and neonatal hypoglycemia (RD = −5.0, 95% CI, −6.9 to −3.2) compared with insulin. There were no clinically meaningful differences in average birthweight between metformin‐ and insulin‐treated pregnancies. We observed variation in estimates by ethnicity and infant sex for some neonatal outcomes.
Conclusion
Metformin appears to be an effective treatment for women with GDM and may reduce risk of some adverse neonatal outcomes when compared with insulin.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Antidiabetics</subject><subject>Birth weight</subject><subject>Birth Weight - drug effects</subject><subject>birthweight</subject><subject>Body mass</subject><subject>Body mass index</subject><subject>Cesarean Section - statistics & numerical data</subject><subject>Cohort analysis</subject><subject>cohort studies</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>diabetes, gestational</subject><subject>Diabetes, Gestational - drug therapy</subject><subject>Diagnosis</subject><subject>Ethnicity</subject><subject>Female</subject><subject>Gestational age</subject><subject>Humans</subject><subject>Hypoglycemia</subject><subject>Hypoglycemia - chemically induced</subject><subject>Hypoglycemia - epidemiology</subject><subject>Hypoglycemic Agents - administration & dosage</subject><subject>Hypoglycemic Agents - adverse effects</subject><subject>Infant, Newborn</subject><subject>Infant, Newborn, Diseases - chemically induced</subject><subject>Infant, Newborn, Diseases - epidemiology</subject><subject>Insulin</subject><subject>Insulin - administration & dosage</subject><subject>Insulin - adverse effects</subject><subject>Male</subject><subject>Maternal child nursing</subject><subject>Maternal Exposure - adverse effects</subject><subject>Metformin</subject><subject>Metformin - administration & dosage</subject><subject>Metformin - adverse effects</subject><subject>Middle Aged</subject><subject>Minority & ethnic groups</subject><subject>Neonates</subject><subject>New Zealand</subject><subject>New Zealand - epidemiology</subject><subject>pharmacoepidemiology</subject><subject>Population studies</subject><subject>Pregnancy</subject><subject>Retrospective Studies</subject><subject>Risk reduction</subject><subject>Sex Factors</subject><subject>Socioeconomics</subject><subject>Young Adult</subject><issn>1053-8569</issn><issn>1099-1557</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp1kEtLAzEUhYMotlbBXyABN26m5jFJmqXUJxQV1I0gIZ25kSnzqMlMS_-9GVvdubqv7x4OB6FTSsaUEHa5zMM41UTtoSElWidUCLXf94InEyH1AB2FsCAk3nR6iAacSs2Z1EP0MW2qpfW2LVaAwTnI-q6GEHDjcAWta3xV1HgFPnQBF3XoyjjGLf6E0Ma_prYlzgs7hxZ6AD_CGr-DLW2dH6MDZ8sAJ7s6Qm-3N6_T-2T2dPcwvZolGZ9wlQhOnJSEuUxpqmV0PEmlFDpnKlfAiJVOaGF5qghxkeUslZqInGWCS0XmfITOt7pL33x10ZdZNJ2PxoJhPcyUFDRSF1sq800IHpxZ-qKyfmMoMX2OJuZo-hwjerYT7OYV5H_gb3ARSLbAuihh86-Qeb5--RH8BiN3exA</recordid><startdate>201912</startdate><enddate>201912</enddate><creator>Landi, Suzanne N.</creator><creator>Radke, Sarah</creator><creator>Boggess, Kim</creator><creator>Engel, Stephanie M.</creator><creator>Stürmer, Til</creator><creator>Howe, Anna S.</creator><creator>Jonsson Funk, Michele</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K9.</scope><orcidid>https://orcid.org/0000-0002-9204-7177</orcidid><orcidid>https://orcid.org/0000-0002-3528-9292</orcidid></search><sort><creationdate>201912</creationdate><title>Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand</title><author>Landi, Suzanne N. ; Radke, Sarah ; Boggess, Kim ; Engel, Stephanie M. ; Stürmer, Til ; Howe, Anna S. ; Jonsson Funk, Michele</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3837-530f6602fc79196856846659d27d7e20a6f595a34700f30f3246905d2c53670b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Antidiabetics</topic><topic>Birth weight</topic><topic>Birth Weight - drug effects</topic><topic>birthweight</topic><topic>Body mass</topic><topic>Body mass index</topic><topic>Cesarean Section - statistics & numerical data</topic><topic>Cohort analysis</topic><topic>cohort studies</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>diabetes, gestational</topic><topic>Diabetes, Gestational - drug therapy</topic><topic>Diagnosis</topic><topic>Ethnicity</topic><topic>Female</topic><topic>Gestational age</topic><topic>Humans</topic><topic>Hypoglycemia</topic><topic>Hypoglycemia - chemically induced</topic><topic>Hypoglycemia - epidemiology</topic><topic>Hypoglycemic Agents - administration & dosage</topic><topic>Hypoglycemic Agents - adverse effects</topic><topic>Infant, Newborn</topic><topic>Infant, Newborn, Diseases - chemically induced</topic><topic>Infant, Newborn, Diseases - epidemiology</topic><topic>Insulin</topic><topic>Insulin - administration & dosage</topic><topic>Insulin - adverse effects</topic><topic>Male</topic><topic>Maternal child nursing</topic><topic>Maternal Exposure - adverse effects</topic><topic>Metformin</topic><topic>Metformin - administration & dosage</topic><topic>Metformin - adverse effects</topic><topic>Middle Aged</topic><topic>Minority & ethnic groups</topic><topic>Neonates</topic><topic>New Zealand</topic><topic>New Zealand - epidemiology</topic><topic>pharmacoepidemiology</topic><topic>Population studies</topic><topic>Pregnancy</topic><topic>Retrospective Studies</topic><topic>Risk reduction</topic><topic>Sex Factors</topic><topic>Socioeconomics</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Landi, Suzanne N.</creatorcontrib><creatorcontrib>Radke, Sarah</creatorcontrib><creatorcontrib>Boggess, Kim</creatorcontrib><creatorcontrib>Engel, Stephanie M.</creatorcontrib><creatorcontrib>Stürmer, Til</creatorcontrib><creatorcontrib>Howe, Anna S.</creatorcontrib><creatorcontrib>Jonsson Funk, Michele</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><jtitle>Pharmacoepidemiology and drug safety</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Landi, Suzanne N.</au><au>Radke, Sarah</au><au>Boggess, Kim</au><au>Engel, Stephanie M.</au><au>Stürmer, Til</au><au>Howe, Anna S.</au><au>Jonsson Funk, Michele</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand</atitle><jtitle>Pharmacoepidemiology and drug safety</jtitle><addtitle>Pharmacoepidemiol Drug Saf</addtitle><date>2019-12</date><risdate>2019</risdate><volume>28</volume><issue>12</issue><spage>1609</spage><epage>1619</epage><pages>1609-1619</pages><issn>1053-8569</issn><eissn>1099-1557</eissn><abstract>Purpose
To measure the comparative effectiveness of metformin versus insulin for initial pharmacological management of gestational diabetes mellitus (GDM).
Methods
We conducted a population‐based retrospective cohort study using administrative claims, maternity care, and laboratory result data from New Zealand. We followed pregnant women aged 15 to 45 from GDM diagnosis through delivery and assessed outcomes using maternity care and hospitalization data. We adjusted for covariates using inverse probability of treatment weights and multiple imputation for missing covariate information. We estimated unadjusted and adjusted risk ratios (RRs), risk differences (RDs) per 100, and 95% confidence intervals (CIs). Linear regression was used to estimate the association of treatment with birthweight. We stratified analyses by ethnicity and infant sex in prespecified sensitivity analyses.
Results
We compared 3818 metformin‐treated pregnancies with 3450 insulin‐treated pregnancies. We observed differences in treatment initiation by ethnicity, socioeconomic status, region, and calendar year. Treatment groups were similar in age, body mass index (BMI), and timing of diagnosis/treatment initiation. After adjustment, metformin was associated with reduced absolute risk of planned elective c‐section (RD = −2.3, 95% CI, −4.3 to −0.3), large for gestational age (RD = −3.7, 95% CI, −5.5 to −1.8), and neonatal hypoglycemia (RD = −5.0, 95% CI, −6.9 to −3.2) compared with insulin. There were no clinically meaningful differences in average birthweight between metformin‐ and insulin‐treated pregnancies. We observed variation in estimates by ethnicity and infant sex for some neonatal outcomes.
Conclusion
Metformin appears to be an effective treatment for women with GDM and may reduce risk of some adverse neonatal outcomes when compared with insulin.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>31693269</pmid><doi>10.1002/pds.4907</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-9204-7177</orcidid><orcidid>https://orcid.org/0000-0002-3528-9292</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adult Antidiabetics Birth weight Birth Weight - drug effects birthweight Body mass Body mass index Cesarean Section - statistics & numerical data Cohort analysis cohort studies Diabetes Diabetes mellitus diabetes, gestational Diabetes, Gestational - drug therapy Diagnosis Ethnicity Female Gestational age Humans Hypoglycemia Hypoglycemia - chemically induced Hypoglycemia - epidemiology Hypoglycemic Agents - administration & dosage Hypoglycemic Agents - adverse effects Infant, Newborn Infant, Newborn, Diseases - chemically induced Infant, Newborn, Diseases - epidemiology Insulin Insulin - administration & dosage Insulin - adverse effects Male Maternal child nursing Maternal Exposure - adverse effects Metformin Metformin - administration & dosage Metformin - adverse effects Middle Aged Minority & ethnic groups Neonates New Zealand New Zealand - epidemiology pharmacoepidemiology Population studies Pregnancy Retrospective Studies Risk reduction Sex Factors Socioeconomics Young Adult |
title | Comparative effectiveness of metformin versus insulin for gestational diabetes in New Zealand |
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