Association between obesity indices and type 2 diabetes mellitus among middle-aged and elderly people in Jinan, China: a cross-sectional study
BackgroundThe relationship between obesity and type 2 diabetes mellitus (T2DM) varies with geographical area and race.ObjectivesTo investigate the prevalence of T2DM and the proportion of subjects with undiagnosed T2DM. In addition, to compare the associations between different obesity indices and T...
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description | BackgroundThe relationship between obesity and type 2 diabetes mellitus (T2DM) varies with geographical area and race.ObjectivesTo investigate the prevalence of T2DM and the proportion of subjects with undiagnosed T2DM. In addition, to compare the associations between different obesity indices and T2DM for middle-aged and elderly people from six communities in Jinan, China.SettingA cross-sectional study was designed and the study subjects were chosen from blocks which were randomly selected in the 6 communities of Jinan, China in 2011–2012.ParticipantsA total of 3277 residents aged ≥50 years were eligible for this study, but 1563 people were excluded because they did not provide anthropometric data such as height, weight, waist circumference (WC), hip circumference, systolic blood pressure, diastolic blood pressure, fasting plasma glucose, triglyceride (TG), total cholesterol (TC) or information about their current medication use. Hence, 1714 participants were included in the final data analysis.ResultsThe prevalence of T2DM among people aged ≥50 years was 16.6% (19.3% for men and 15.3% for women) and the proportion of patients with undiagnosed T2DM was 32.7%. Compared with the lowest levels of body mass index (BMI), WC, waist-to-hip ratio or waist-to-stature ratio (WSR), the ORs and 95% CIs of the highest levels for men, after adjusting for age, smoking, alcohol drinking, regular exercise, hypertension, TG and TC, were 1.607 (0.804 to 3.210), 2.189 (1.118 to 4.285), 1.873 (0.968 to 3.623) and 2.572 (1.301 to 5.083), respectively, and for women, 2.764 (1.622 to 4.712), 2.407 (1.455 to 3.985), 2.500 (1.484 to 4.211) and 2.452 (1.447 to 4.155), respectively.ConclusionsAmong adults aged ≥50 years in Jinan, China, the best indicator of the relationship between obesity and T2DM is WSR for men and BMI for women, respectively. |
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fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5129047</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>4238448191</sourcerecordid><originalsourceid>FETCH-LOGICAL-b538t-aef12ecd246079042589dac9f2141f4be96f62b0206f32535c82896de835665d3</originalsourceid><addsrcrecordid>eNqNkctu1TAQhi0EolXpEyAhS2xYkGJPYidmgVQdcVUlNrC2nHhy6qPEDrFTlJfgmfG5UBVWeDOW55t_PPMT8pyzK85L-aYdd2FCXwDjsmAc6goekXNgVVVIJsTjB_czchnjjuVTCSUEPCVnUDecqVqck1_XMYbOmeSCpy2mn4iehhajSyt13roOIzXe0rROSIFaZzKV30YcBpeWnByD39LRWTtgYbZoDzgOFudhpROGacCsRL84b_xrurnN8S01tJtDjEXEbt_aDDSmxa7PyJPeDBEvT_GCfP_w_tvmU3Hz9ePnzfVN0YqySYXBngN2FirJasUqEI2yplM98Ir3VYtK9hJaBkz2JYhSdA00SlpsSiGlsOUFeXfUnZZ2RNuhT7MZ9DS70cyrDsbpvzPe3eptuNOCQ-5XZ4FXJ4E5_FgwJj262OWdGI9hiZo3paxBqQYy-vIfdBeWOY98oIQCKdWeKo_UYS8z9vef4UzvLdcny_Xecn20PFe9eDjHfc0fgzNwdQRy9X8p_gaEnLlS</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1835926692</pqid></control><display><type>article</type><title>Association between obesity indices and type 2 diabetes mellitus among middle-aged and elderly people in Jinan, China: a cross-sectional study</title><source>BMJ Open Access Journals</source><source>MEDLINE</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central Open Access</source><source>PubMed Central</source><creator>Wang, Shukang ; Ma, Wei ; Yuan, Zhongshang ; Wang, Shu-mei ; Yi, Xiangren ; Jia, Hongying ; Xue, Fuzhong</creator><creatorcontrib>Wang, Shukang ; Ma, Wei ; Yuan, Zhongshang ; Wang, Shu-mei ; Yi, Xiangren ; Jia, Hongying ; Xue, Fuzhong</creatorcontrib><description>BackgroundThe relationship between obesity and type 2 diabetes mellitus (T2DM) varies with geographical area and race.ObjectivesTo investigate the prevalence of T2DM and the proportion of subjects with undiagnosed T2DM. In addition, to compare the associations between different obesity indices and T2DM for middle-aged and elderly people from six communities in Jinan, China.SettingA cross-sectional study was designed and the study subjects were chosen from blocks which were randomly selected in the 6 communities of Jinan, China in 2011–2012.ParticipantsA total of 3277 residents aged ≥50 years were eligible for this study, but 1563 people were excluded because they did not provide anthropometric data such as height, weight, waist circumference (WC), hip circumference, systolic blood pressure, diastolic blood pressure, fasting plasma glucose, triglyceride (TG), total cholesterol (TC) or information about their current medication use. Hence, 1714 participants were included in the final data analysis.ResultsThe prevalence of T2DM among people aged ≥50 years was 16.6% (19.3% for men and 15.3% for women) and the proportion of patients with undiagnosed T2DM was 32.7%. Compared with the lowest levels of body mass index (BMI), WC, waist-to-hip ratio or waist-to-stature ratio (WSR), the ORs and 95% CIs of the highest levels for men, after adjusting for age, smoking, alcohol drinking, regular exercise, hypertension, TG and TC, were 1.607 (0.804 to 3.210), 2.189 (1.118 to 4.285), 1.873 (0.968 to 3.623) and 2.572 (1.301 to 5.083), respectively, and for women, 2.764 (1.622 to 4.712), 2.407 (1.455 to 3.985), 2.500 (1.484 to 4.211) and 2.452 (1.447 to 4.155), respectively.ConclusionsAmong adults aged ≥50 years in Jinan, China, the best indicator of the relationship between obesity and T2DM is WSR for men and BMI for women, respectively.</description><identifier>ISSN: 2044-6055</identifier><identifier>EISSN: 2044-6055</identifier><identifier>DOI: 10.1136/bmjopen-2016-012742</identifier><identifier>PMID: 27810975</identifier><language>eng</language><publisher>England: BMJ Publishing Group LTD</publisher><subject>Aged ; Alcohol ; Anthropometry ; Blood Glucose - metabolism ; Blood Pressure ; Body Mass Index ; China - epidemiology ; Cross-Sectional Studies ; Diabetes ; Diabetes Mellitus, Type 2 - blood ; Diabetes Mellitus, Type 2 - epidemiology ; Diabetes Mellitus, Type 2 - etiology ; Epidemiology ; Female ; Gender ; Glucose ; Humans ; Hypertension ; Laboratories ; Lipids - blood ; Male ; Middle age ; Middle Aged ; Obesity ; Obesity - blood ; Obesity - complications ; Older people ; Public health ; Questionnaires ; Residence Characteristics ; Risk Factors ; Variables ; Waist Circumference ; Waist-Height Ratio ; Waist-Hip Ratio ; Women</subject><ispartof>BMJ open, 2016-11, Vol.6 (11), p.e012742-e012742</ispartof><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing</rights><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/.</rights><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ 2016 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 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>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b538t-aef12ecd246079042589dac9f2141f4be96f62b0206f32535c82896de835665d3</citedby><cites>FETCH-LOGICAL-b538t-aef12ecd246079042589dac9f2141f4be96f62b0206f32535c82896de835665d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttp://bmjopen.bmj.com/content/6/11/e012742.full.pdf$$EPDF$$P50$$Gbmj$$Hfree_for_read</linktopdf><linktohtml>$$Uhttp://bmjopen.bmj.com/content/6/11/e012742.full$$EHTML$$P50$$Gbmj$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27528,27529,27903,27904,53769,53771,77347,77378</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27810975$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Shukang</creatorcontrib><creatorcontrib>Ma, Wei</creatorcontrib><creatorcontrib>Yuan, Zhongshang</creatorcontrib><creatorcontrib>Wang, Shu-mei</creatorcontrib><creatorcontrib>Yi, Xiangren</creatorcontrib><creatorcontrib>Jia, Hongying</creatorcontrib><creatorcontrib>Xue, Fuzhong</creatorcontrib><title>Association between obesity indices and type 2 diabetes mellitus among middle-aged and elderly people in Jinan, China: a cross-sectional study</title><title>BMJ open</title><addtitle>BMJ Open</addtitle><description>BackgroundThe relationship between obesity and type 2 diabetes mellitus (T2DM) varies with geographical area and race.ObjectivesTo investigate the prevalence of T2DM and the proportion of subjects with undiagnosed T2DM. In addition, to compare the associations between different obesity indices and T2DM for middle-aged and elderly people from six communities in Jinan, China.SettingA cross-sectional study was designed and the study subjects were chosen from blocks which were randomly selected in the 6 communities of Jinan, China in 2011–2012.ParticipantsA total of 3277 residents aged ≥50 years were eligible for this study, but 1563 people were excluded because they did not provide anthropometric data such as height, weight, waist circumference (WC), hip circumference, systolic blood pressure, diastolic blood pressure, fasting plasma glucose, triglyceride (TG), total cholesterol (TC) or information about their current medication use. Hence, 1714 participants were included in the final data analysis.ResultsThe prevalence of T2DM among people aged ≥50 years was 16.6% (19.3% for men and 15.3% for women) and the proportion of patients with undiagnosed T2DM was 32.7%. Compared with the lowest levels of body mass index (BMI), WC, waist-to-hip ratio or waist-to-stature ratio (WSR), the ORs and 95% CIs of the highest levels for men, after adjusting for age, smoking, alcohol drinking, regular exercise, hypertension, TG and TC, were 1.607 (0.804 to 3.210), 2.189 (1.118 to 4.285), 1.873 (0.968 to 3.623) and 2.572 (1.301 to 5.083), respectively, and for women, 2.764 (1.622 to 4.712), 2.407 (1.455 to 3.985), 2.500 (1.484 to 4.211) and 2.452 (1.447 to 4.155), respectively.ConclusionsAmong adults aged ≥50 years in Jinan, China, the best indicator of the relationship between obesity and T2DM is WSR for men and BMI for women, respectively.</description><subject>Aged</subject><subject>Alcohol</subject><subject>Anthropometry</subject><subject>Blood Glucose - metabolism</subject><subject>Blood Pressure</subject><subject>Body Mass Index</subject><subject>China - epidemiology</subject><subject>Cross-Sectional Studies</subject><subject>Diabetes</subject><subject>Diabetes Mellitus, Type 2 - blood</subject><subject>Diabetes Mellitus, Type 2 - epidemiology</subject><subject>Diabetes Mellitus, Type 2 - etiology</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Gender</subject><subject>Glucose</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Laboratories</subject><subject>Lipids - blood</subject><subject>Male</subject><subject>Middle age</subject><subject>Middle Aged</subject><subject>Obesity</subject><subject>Obesity - blood</subject><subject>Obesity - complications</subject><subject>Older people</subject><subject>Public health</subject><subject>Questionnaires</subject><subject>Residence Characteristics</subject><subject>Risk Factors</subject><subject>Variables</subject><subject>Waist Circumference</subject><subject>Waist-Height Ratio</subject><subject>Waist-Hip Ratio</subject><subject>Women</subject><issn>2044-6055</issn><issn>2044-6055</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>9YT</sourceid><sourceid>ACMMV</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqNkctu1TAQhi0EolXpEyAhS2xYkGJPYidmgVQdcVUlNrC2nHhy6qPEDrFTlJfgmfG5UBVWeDOW55t_PPMT8pyzK85L-aYdd2FCXwDjsmAc6goekXNgVVVIJsTjB_czchnjjuVTCSUEPCVnUDecqVqck1_XMYbOmeSCpy2mn4iehhajSyt13roOIzXe0rROSIFaZzKV30YcBpeWnByD39LRWTtgYbZoDzgOFudhpROGacCsRL84b_xrurnN8S01tJtDjEXEbt_aDDSmxa7PyJPeDBEvT_GCfP_w_tvmU3Hz9ePnzfVN0YqySYXBngN2FirJasUqEI2yplM98Ir3VYtK9hJaBkz2JYhSdA00SlpsSiGlsOUFeXfUnZZ2RNuhT7MZ9DS70cyrDsbpvzPe3eptuNOCQ-5XZ4FXJ4E5_FgwJj262OWdGI9hiZo3paxBqQYy-vIfdBeWOY98oIQCKdWeKo_UYS8z9vef4UzvLdcny_Xecn20PFe9eDjHfc0fgzNwdQRy9X8p_gaEnLlS</recordid><startdate>20161101</startdate><enddate>20161101</enddate><creator>Wang, Shukang</creator><creator>Ma, Wei</creator><creator>Yuan, Zhongshang</creator><creator>Wang, Shu-mei</creator><creator>Yi, Xiangren</creator><creator>Jia, Hongying</creator><creator>Xue, Fuzhong</creator><general>BMJ Publishing Group LTD</general><general>BMJ Publishing Group</general><scope>9YT</scope><scope>ACMMV</scope><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>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BTHHO</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0R</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>NAPCQ</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20161101</creationdate><title>Association between obesity indices and type 2 diabetes mellitus among middle-aged and elderly people in Jinan, China: a cross-sectional study</title><author>Wang, Shukang ; Ma, Wei ; Yuan, Zhongshang ; Wang, Shu-mei ; Yi, Xiangren ; Jia, Hongying ; Xue, Fuzhong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b538t-aef12ecd246079042589dac9f2141f4be96f62b0206f32535c82896de835665d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Aged</topic><topic>Alcohol</topic><topic>Anthropometry</topic><topic>Blood Glucose - metabolism</topic><topic>Blood Pressure</topic><topic>Body Mass Index</topic><topic>China - epidemiology</topic><topic>Cross-Sectional Studies</topic><topic>Diabetes</topic><topic>Diabetes Mellitus, Type 2 - blood</topic><topic>Diabetes Mellitus, Type 2 - epidemiology</topic><topic>Diabetes Mellitus, Type 2 - etiology</topic><topic>Epidemiology</topic><topic>Female</topic><topic>Gender</topic><topic>Glucose</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Laboratories</topic><topic>Lipids - blood</topic><topic>Male</topic><topic>Middle age</topic><topic>Middle Aged</topic><topic>Obesity</topic><topic>Obesity - blood</topic><topic>Obesity - complications</topic><topic>Older people</topic><topic>Public health</topic><topic>Questionnaires</topic><topic>Residence Characteristics</topic><topic>Risk Factors</topic><topic>Variables</topic><topic>Waist Circumference</topic><topic>Waist-Height Ratio</topic><topic>Waist-Hip Ratio</topic><topic>Women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Shukang</creatorcontrib><creatorcontrib>Ma, Wei</creatorcontrib><creatorcontrib>Yuan, Zhongshang</creatorcontrib><creatorcontrib>Wang, Shu-mei</creatorcontrib><creatorcontrib>Yi, Xiangren</creatorcontrib><creatorcontrib>Jia, Hongying</creatorcontrib><creatorcontrib>Xue, Fuzhong</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>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>BMJ Journals</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Psychology</collection><collection>Nursing & Allied Health Premium</collection><collection>Publicly Available Content Database</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><jtitle>BMJ open</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Shukang</au><au>Ma, Wei</au><au>Yuan, Zhongshang</au><au>Wang, Shu-mei</au><au>Yi, Xiangren</au><au>Jia, Hongying</au><au>Xue, Fuzhong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association between obesity indices and type 2 diabetes mellitus among middle-aged and elderly people in Jinan, China: a cross-sectional study</atitle><jtitle>BMJ open</jtitle><addtitle>BMJ Open</addtitle><date>2016-11-01</date><risdate>2016</risdate><volume>6</volume><issue>11</issue><spage>e012742</spage><epage>e012742</epage><pages>e012742-e012742</pages><issn>2044-6055</issn><eissn>2044-6055</eissn><abstract>BackgroundThe relationship between obesity and type 2 diabetes mellitus (T2DM) varies with geographical area and race.ObjectivesTo investigate the prevalence of T2DM and the proportion of subjects with undiagnosed T2DM. In addition, to compare the associations between different obesity indices and T2DM for middle-aged and elderly people from six communities in Jinan, China.SettingA cross-sectional study was designed and the study subjects were chosen from blocks which were randomly selected in the 6 communities of Jinan, China in 2011–2012.ParticipantsA total of 3277 residents aged ≥50 years were eligible for this study, but 1563 people were excluded because they did not provide anthropometric data such as height, weight, waist circumference (WC), hip circumference, systolic blood pressure, diastolic blood pressure, fasting plasma glucose, triglyceride (TG), total cholesterol (TC) or information about their current medication use. Hence, 1714 participants were included in the final data analysis.ResultsThe prevalence of T2DM among people aged ≥50 years was 16.6% (19.3% for men and 15.3% for women) and the proportion of patients with undiagnosed T2DM was 32.7%. Compared with the lowest levels of body mass index (BMI), WC, waist-to-hip ratio or waist-to-stature ratio (WSR), the ORs and 95% CIs of the highest levels for men, after adjusting for age, smoking, alcohol drinking, regular exercise, hypertension, TG and TC, were 1.607 (0.804 to 3.210), 2.189 (1.118 to 4.285), 1.873 (0.968 to 3.623) and 2.572 (1.301 to 5.083), respectively, and for women, 2.764 (1.622 to 4.712), 2.407 (1.455 to 3.985), 2.500 (1.484 to 4.211) and 2.452 (1.447 to 4.155), respectively.ConclusionsAmong adults aged ≥50 years in Jinan, China, the best indicator of the relationship between obesity and T2DM is WSR for men and BMI for women, respectively.</abstract><cop>England</cop><pub>BMJ Publishing Group LTD</pub><pmid>27810975</pmid><doi>10.1136/bmjopen-2016-012742</doi><oa>free_for_read</oa></addata></record> |
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subjects | Aged Alcohol Anthropometry Blood Glucose - metabolism Blood Pressure Body Mass Index China - epidemiology Cross-Sectional Studies Diabetes Diabetes Mellitus, Type 2 - blood Diabetes Mellitus, Type 2 - epidemiology Diabetes Mellitus, Type 2 - etiology Epidemiology Female Gender Glucose Humans Hypertension Laboratories Lipids - blood Male Middle age Middle Aged Obesity Obesity - blood Obesity - complications Older people Public health Questionnaires Residence Characteristics Risk Factors Variables Waist Circumference Waist-Height Ratio Waist-Hip Ratio Women |
title | Association between obesity indices and type 2 diabetes mellitus among middle-aged and elderly people in Jinan, China: a cross-sectional study |
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