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Differing Effects of Metformin on Glycemic Control by Race-Ethnicity
Context: Metformin is considered first-line treatment for type 2 diabetes mellitus. However, little is known about its effects in African American individuals. Objective: The objective of the study was to assess whether metformin's effect on glycemic control differs by race-ethnicity Design: El...
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Published in: | The journal of clinical endocrinology and metabolism 2014-09, Vol.99 (9), p.3160-3168 |
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container_title | The journal of clinical endocrinology and metabolism |
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creator | Williams, L. Keoki Padhukasahasram, Badri Ahmedani, Brian K Peterson, Edward L Wells, Karen E González Burchard, Esteban Lanfear, David E |
description | Context:
Metformin is considered first-line treatment for type 2 diabetes mellitus. However, little is known about its effects in African American individuals.
Objective:
The objective of the study was to assess whether metformin's effect on glycemic control differs by race-ethnicity
Design:
Electronic health records were used to identify adults who had a diagnosis of diabetes, two or more fills of metformin, and two or more glycated hemoglobin (HbA1c) measurements. Pharmacy claims were used to estimate metformin exposure based on fill frequency and dose dispensed. Regression analyses modeled the relationship between metformin exposure and HbA1c levels. Analyses were stratified by race-ethnicity and baseline HbA1c values.
Setting:
The study was conducted at a large health system in southeast Michigan.
Main Outcome Measure:
Differences in HbA1c levels while on metformin were measured.
Results:
We identified 19 672 patients with diabetes taking metformin; 7429 were African American and 8783 were European American. Baseline HbA1c values in these two groups were 7.81% (61.8 mmol/mol) and 7.38% (57.1 mmol/mol), respectively. Compared with no use, metformin was associated with a 0.62% (6.8 mmol/mol) reduction in HbA1c; however, there was a significant difference by race-ethnicity (P < .001). Among African American individuals, metformin use was associated with a 0.90% (9.8 mmol/mol) reduction in HbA1c levels, whereas among European Americans, metformin was associated with a 0.42% (4.6 mmol/mol) reduction. Irrespective of baseline HbA1c, metformin use was associated with lower HbA1c levels in African American individuals.
Conclusions:
African American individuals appear to have a better glycemic response to metformin when compared with European Americans. Further studies are needed to determine whether this translates to commensurate reductions in diabetes complications. |
doi_str_mv | 10.1210/jc.2014-1539 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4154100</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><oup_id>10.1210/jc.2014-1539</oup_id><sourcerecordid>3164475322</sourcerecordid><originalsourceid>FETCH-LOGICAL-c488t-e62b438cba82c6200177ae20d2a1007dde25863316a2e3be0266f2a32145a5b63</originalsourceid><addsrcrecordid>eNp1kUtLAzEUhYMoWqs71zLgwo2jyU0yj40gtT5AEUTBXchk7mhKO6nJVOi_N6W1KugqgXyc83FCyAGjpwwYPRuZU6BMpEzycoP0WClkmrMy3yQ9SoGlZQ4vO2Q3hBGNmJB8m-yAKIFlkvfI5aVtGvS2fU2G8WK6kLgmuceucX5i28S1yfV4bnBiTTJwbefdOKnmyaM2mA67t9Ya2833yFajxwH3V2efPF8NnwY36d3D9e3g4i41oii6FDOoBC9MpQswGUSdPNcItAbNKM3rGkEWGecs04C8QgpZ1oDmwITUssp4n5wvc6ezaoK1weijx2rq7UT7uXLaqt8vrX1Tr-5DCSZFrIgBR6sA795nGDo1cjPfRmcVW4XIJQeI1MmSMt6F4LFZNzCqFpurkVGLzdVi84gf_rRaw18jR-B4CbjZ9L-odBXFlyS2tTPxV3DqMYRvyz8FPgHp95jQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3164475322</pqid></control><display><type>article</type><title>Differing Effects of Metformin on Glycemic Control by Race-Ethnicity</title><source>Oxford University Press:Jisc Collections:OUP Read and Publish 2024-2025 (2024 collection) (Reading list)</source><creator>Williams, L. Keoki ; Padhukasahasram, Badri ; Ahmedani, Brian K ; Peterson, Edward L ; Wells, Karen E ; González Burchard, Esteban ; Lanfear, David E</creator><creatorcontrib>Williams, L. Keoki ; Padhukasahasram, Badri ; Ahmedani, Brian K ; Peterson, Edward L ; Wells, Karen E ; González Burchard, Esteban ; Lanfear, David E</creatorcontrib><description>Context:
Metformin is considered first-line treatment for type 2 diabetes mellitus. However, little is known about its effects in African American individuals.
Objective:
The objective of the study was to assess whether metformin's effect on glycemic control differs by race-ethnicity
Design:
Electronic health records were used to identify adults who had a diagnosis of diabetes, two or more fills of metformin, and two or more glycated hemoglobin (HbA1c) measurements. Pharmacy claims were used to estimate metformin exposure based on fill frequency and dose dispensed. Regression analyses modeled the relationship between metformin exposure and HbA1c levels. Analyses were stratified by race-ethnicity and baseline HbA1c values.
Setting:
The study was conducted at a large health system in southeast Michigan.
Main Outcome Measure:
Differences in HbA1c levels while on metformin were measured.
Results:
We identified 19 672 patients with diabetes taking metformin; 7429 were African American and 8783 were European American. Baseline HbA1c values in these two groups were 7.81% (61.8 mmol/mol) and 7.38% (57.1 mmol/mol), respectively. Compared with no use, metformin was associated with a 0.62% (6.8 mmol/mol) reduction in HbA1c; however, there was a significant difference by race-ethnicity (P < .001). Among African American individuals, metformin use was associated with a 0.90% (9.8 mmol/mol) reduction in HbA1c levels, whereas among European Americans, metformin was associated with a 0.42% (4.6 mmol/mol) reduction. Irrespective of baseline HbA1c, metformin use was associated with lower HbA1c levels in African American individuals.
Conclusions:
African American individuals appear to have a better glycemic response to metformin when compared with European Americans. Further studies are needed to determine whether this translates to commensurate reductions in diabetes complications.</description><identifier>ISSN: 0021-972X</identifier><identifier>EISSN: 1945-7197</identifier><identifier>DOI: 10.1210/jc.2014-1539</identifier><identifier>PMID: 24921653</identifier><language>eng</language><publisher>United States: Endocrine Society</publisher><subject>Adult ; African Americans ; Aged ; Diabetes ; Diabetes mellitus (non-insulin dependent) ; Diabetes Mellitus, Type 2 - drug therapy ; Diabetes Mellitus, Type 2 - ethnology ; Electronic Health Records ; Electronic medical records ; Endocrine Care ; Ethnicity ; European Continental Ancestry Group ; Female ; Glycated Hemoglobin A - metabolism ; Glycemic Index - drug effects ; Hemoglobin ; Humans ; Hyperglycemia - drug therapy ; Hyperglycemia - ethnology ; Hypoglycemic Agents - administration & dosage ; Hypoglycemic Agents - adverse effects ; Male ; Metformin ; Metformin - administration & dosage ; Metformin - adverse effects ; Middle Aged ; Minority & ethnic groups</subject><ispartof>The journal of clinical endocrinology and metabolism, 2014-09, Vol.99 (9), p.3160-3168</ispartof><rights>Copyright © 2014 by the Endocrine Society</rights><rights>Copyright © 2014 by the Endocrine Society 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c488t-e62b438cba82c6200177ae20d2a1007dde25863316a2e3be0266f2a32145a5b63</citedby><cites>FETCH-LOGICAL-c488t-e62b438cba82c6200177ae20d2a1007dde25863316a2e3be0266f2a32145a5b63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27898,27899</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24921653$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Williams, L. Keoki</creatorcontrib><creatorcontrib>Padhukasahasram, Badri</creatorcontrib><creatorcontrib>Ahmedani, Brian K</creatorcontrib><creatorcontrib>Peterson, Edward L</creatorcontrib><creatorcontrib>Wells, Karen E</creatorcontrib><creatorcontrib>González Burchard, Esteban</creatorcontrib><creatorcontrib>Lanfear, David E</creatorcontrib><title>Differing Effects of Metformin on Glycemic Control by Race-Ethnicity</title><title>The journal of clinical endocrinology and metabolism</title><addtitle>J Clin Endocrinol Metab</addtitle><description>Context:
Metformin is considered first-line treatment for type 2 diabetes mellitus. However, little is known about its effects in African American individuals.
Objective:
The objective of the study was to assess whether metformin's effect on glycemic control differs by race-ethnicity
Design:
Electronic health records were used to identify adults who had a diagnosis of diabetes, two or more fills of metformin, and two or more glycated hemoglobin (HbA1c) measurements. Pharmacy claims were used to estimate metformin exposure based on fill frequency and dose dispensed. Regression analyses modeled the relationship between metformin exposure and HbA1c levels. Analyses were stratified by race-ethnicity and baseline HbA1c values.
Setting:
The study was conducted at a large health system in southeast Michigan.
Main Outcome Measure:
Differences in HbA1c levels while on metformin were measured.
Results:
We identified 19 672 patients with diabetes taking metformin; 7429 were African American and 8783 were European American. Baseline HbA1c values in these two groups were 7.81% (61.8 mmol/mol) and 7.38% (57.1 mmol/mol), respectively. Compared with no use, metformin was associated with a 0.62% (6.8 mmol/mol) reduction in HbA1c; however, there was a significant difference by race-ethnicity (P < .001). Among African American individuals, metformin use was associated with a 0.90% (9.8 mmol/mol) reduction in HbA1c levels, whereas among European Americans, metformin was associated with a 0.42% (4.6 mmol/mol) reduction. Irrespective of baseline HbA1c, metformin use was associated with lower HbA1c levels in African American individuals.
Conclusions:
African American individuals appear to have a better glycemic response to metformin when compared with European Americans. Further studies are needed to determine whether this translates to commensurate reductions in diabetes complications.</description><subject>Adult</subject><subject>African Americans</subject><subject>Aged</subject><subject>Diabetes</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diabetes Mellitus, Type 2 - drug therapy</subject><subject>Diabetes Mellitus, Type 2 - ethnology</subject><subject>Electronic Health Records</subject><subject>Electronic medical records</subject><subject>Endocrine Care</subject><subject>Ethnicity</subject><subject>European Continental Ancestry Group</subject><subject>Female</subject><subject>Glycated Hemoglobin A - metabolism</subject><subject>Glycemic Index - drug effects</subject><subject>Hemoglobin</subject><subject>Humans</subject><subject>Hyperglycemia - drug therapy</subject><subject>Hyperglycemia - ethnology</subject><subject>Hypoglycemic Agents - administration & dosage</subject><subject>Hypoglycemic Agents - adverse effects</subject><subject>Male</subject><subject>Metformin</subject><subject>Metformin - administration & dosage</subject><subject>Metformin - adverse effects</subject><subject>Middle Aged</subject><subject>Minority & ethnic groups</subject><issn>0021-972X</issn><issn>1945-7197</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNp1kUtLAzEUhYMoWqs71zLgwo2jyU0yj40gtT5AEUTBXchk7mhKO6nJVOi_N6W1KugqgXyc83FCyAGjpwwYPRuZU6BMpEzycoP0WClkmrMy3yQ9SoGlZQ4vO2Q3hBGNmJB8m-yAKIFlkvfI5aVtGvS2fU2G8WK6kLgmuceucX5i28S1yfV4bnBiTTJwbefdOKnmyaM2mA67t9Ya2833yFajxwH3V2efPF8NnwY36d3D9e3g4i41oii6FDOoBC9MpQswGUSdPNcItAbNKM3rGkEWGecs04C8QgpZ1oDmwITUssp4n5wvc6ezaoK1weijx2rq7UT7uXLaqt8vrX1Tr-5DCSZFrIgBR6sA795nGDo1cjPfRmcVW4XIJQeI1MmSMt6F4LFZNzCqFpurkVGLzdVi84gf_rRaw18jR-B4CbjZ9L-odBXFlyS2tTPxV3DqMYRvyz8FPgHp95jQ</recordid><startdate>20140901</startdate><enddate>20140901</enddate><creator>Williams, L. Keoki</creator><creator>Padhukasahasram, Badri</creator><creator>Ahmedani, Brian K</creator><creator>Peterson, Edward L</creator><creator>Wells, Karen E</creator><creator>González Burchard, Esteban</creator><creator>Lanfear, David E</creator><general>Endocrine Society</general><general>Oxford University Press</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>7QP</scope><scope>7T5</scope><scope>7TM</scope><scope>H94</scope><scope>K9.</scope><scope>5PM</scope></search><sort><creationdate>20140901</creationdate><title>Differing Effects of Metformin on Glycemic Control by Race-Ethnicity</title><author>Williams, L. Keoki ; Padhukasahasram, Badri ; Ahmedani, Brian K ; Peterson, Edward L ; Wells, Karen E ; González Burchard, Esteban ; Lanfear, David E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c488t-e62b438cba82c6200177ae20d2a1007dde25863316a2e3be0266f2a32145a5b63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Adult</topic><topic>African Americans</topic><topic>Aged</topic><topic>Diabetes</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>Diabetes Mellitus, Type 2 - drug therapy</topic><topic>Diabetes Mellitus, Type 2 - ethnology</topic><topic>Electronic Health Records</topic><topic>Electronic medical records</topic><topic>Endocrine Care</topic><topic>Ethnicity</topic><topic>European Continental Ancestry Group</topic><topic>Female</topic><topic>Glycated Hemoglobin A - metabolism</topic><topic>Glycemic Index - drug effects</topic><topic>Hemoglobin</topic><topic>Humans</topic><topic>Hyperglycemia - drug therapy</topic><topic>Hyperglycemia - ethnology</topic><topic>Hypoglycemic Agents - administration & dosage</topic><topic>Hypoglycemic Agents - adverse effects</topic><topic>Male</topic><topic>Metformin</topic><topic>Metformin - administration & dosage</topic><topic>Metformin - adverse effects</topic><topic>Middle Aged</topic><topic>Minority & ethnic groups</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Williams, L. Keoki</creatorcontrib><creatorcontrib>Padhukasahasram, Badri</creatorcontrib><creatorcontrib>Ahmedani, Brian K</creatorcontrib><creatorcontrib>Peterson, Edward L</creatorcontrib><creatorcontrib>Wells, Karen E</creatorcontrib><creatorcontrib>González Burchard, Esteban</creatorcontrib><creatorcontrib>Lanfear, David E</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Immunology Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The journal of clinical endocrinology and metabolism</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Williams, L. Keoki</au><au>Padhukasahasram, Badri</au><au>Ahmedani, Brian K</au><au>Peterson, Edward L</au><au>Wells, Karen E</au><au>González Burchard, Esteban</au><au>Lanfear, David E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Differing Effects of Metformin on Glycemic Control by Race-Ethnicity</atitle><jtitle>The journal of clinical endocrinology and metabolism</jtitle><addtitle>J Clin Endocrinol Metab</addtitle><date>2014-09-01</date><risdate>2014</risdate><volume>99</volume><issue>9</issue><spage>3160</spage><epage>3168</epage><pages>3160-3168</pages><issn>0021-972X</issn><eissn>1945-7197</eissn><abstract>Context:
Metformin is considered first-line treatment for type 2 diabetes mellitus. However, little is known about its effects in African American individuals.
Objective:
The objective of the study was to assess whether metformin's effect on glycemic control differs by race-ethnicity
Design:
Electronic health records were used to identify adults who had a diagnosis of diabetes, two or more fills of metformin, and two or more glycated hemoglobin (HbA1c) measurements. Pharmacy claims were used to estimate metformin exposure based on fill frequency and dose dispensed. Regression analyses modeled the relationship between metformin exposure and HbA1c levels. Analyses were stratified by race-ethnicity and baseline HbA1c values.
Setting:
The study was conducted at a large health system in southeast Michigan.
Main Outcome Measure:
Differences in HbA1c levels while on metformin were measured.
Results:
We identified 19 672 patients with diabetes taking metformin; 7429 were African American and 8783 were European American. Baseline HbA1c values in these two groups were 7.81% (61.8 mmol/mol) and 7.38% (57.1 mmol/mol), respectively. Compared with no use, metformin was associated with a 0.62% (6.8 mmol/mol) reduction in HbA1c; however, there was a significant difference by race-ethnicity (P < .001). Among African American individuals, metformin use was associated with a 0.90% (9.8 mmol/mol) reduction in HbA1c levels, whereas among European Americans, metformin was associated with a 0.42% (4.6 mmol/mol) reduction. Irrespective of baseline HbA1c, metformin use was associated with lower HbA1c levels in African American individuals.
Conclusions:
African American individuals appear to have a better glycemic response to metformin when compared with European Americans. Further studies are needed to determine whether this translates to commensurate reductions in diabetes complications.</abstract><cop>United States</cop><pub>Endocrine Society</pub><pmid>24921653</pmid><doi>10.1210/jc.2014-1539</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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source | Oxford University Press:Jisc Collections:OUP Read and Publish 2024-2025 (2024 collection) (Reading list) |
subjects | Adult African Americans Aged Diabetes Diabetes mellitus (non-insulin dependent) Diabetes Mellitus, Type 2 - drug therapy Diabetes Mellitus, Type 2 - ethnology Electronic Health Records Electronic medical records Endocrine Care Ethnicity European Continental Ancestry Group Female Glycated Hemoglobin A - metabolism Glycemic Index - drug effects Hemoglobin Humans Hyperglycemia - drug therapy Hyperglycemia - ethnology Hypoglycemic Agents - administration & dosage Hypoglycemic Agents - adverse effects Male Metformin Metformin - administration & dosage Metformin - adverse effects Middle Aged Minority & ethnic groups |
title | Differing Effects of Metformin on Glycemic Control by Race-Ethnicity |
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