Pulmonary Function Trajectories Over 6 Years and Their Determinants in Type 2 Diabetes: The Fremantle Diabetes Study Phase II
To assess whether there are clusters of people with type 2 diabetes with distinct temporal profiles of lung function changes and characteristics. Group-based trajectory modeling (GBTM) identified groups of participants with type 2 diabetes from the community-based observational Fremantle Diabetes St...
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Veröffentlicht in: | Diabetes care 2024-03, Vol.47 (3), p.483-490 |
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creator | Davis, Timothy M E Drinkwater, Jocelyn J Davis, Wendy A |
description | To assess whether there are clusters of people with type 2 diabetes with distinct temporal profiles of lung function changes and characteristics.
Group-based trajectory modeling (GBTM) identified groups of participants with type 2 diabetes from the community-based observational Fremantle Diabetes Study Phase II (FDS2) who had at least two biennial measurements of forced expiratory volume in 1 s as a percentage of predicted (FEV1%pred) over 6 years. Independent associates of group membership were assessed using multinomial regression.
Of 1,482 potential FDS2 participants, 1,074 (72.5%; mean age, 65.2 years; 45.5% female; median diabetes duration, 8.0 years) were included in the modeling. The best fitting GBTM model identified four groups categorized by FEV1%pred trajectory: high (19.5%; baseline FEV1%pred, 106.5 ± 9.5%; slope 0%/year), medium (47.7%; FEV1%pred, 87.3 ± 8.7%; slope, -0.32%/year), low (25.0%; baseline FEV1%pred, 68.9 ± 9.8%; slope, -0.72%/year), and very low (7.9%; baseline FEV1%pred, 48.8 ± 9.6%; slope, -0.68%/year). Compared with the high group, the other groups were characterized by nonmodifiable and modifiable risk factors associated with lung function decline in the general population (including ethnicity, marital status, smoking, obesity, coronary heart disease, and chronic respiratory disease). The main, diabetes-specific, significant predictor of group membership was a higher HbA1c in the very low group. There was a graded increase in mortality from 6.7% in the high group to 22.4% in the very low group.
Measurement of lung function in type 2 diabetes could help optimize clinical management and improve prognosis, including addressing glycemic control in those with a very low FEV1%pred. |
doi_str_mv | 10.2337/dc23-1726 |
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Group-based trajectory modeling (GBTM) identified groups of participants with type 2 diabetes from the community-based observational Fremantle Diabetes Study Phase II (FDS2) who had at least two biennial measurements of forced expiratory volume in 1 s as a percentage of predicted (FEV1%pred) over 6 years. Independent associates of group membership were assessed using multinomial regression.
Of 1,482 potential FDS2 participants, 1,074 (72.5%; mean age, 65.2 years; 45.5% female; median diabetes duration, 8.0 years) were included in the modeling. The best fitting GBTM model identified four groups categorized by FEV1%pred trajectory: high (19.5%; baseline FEV1%pred, 106.5 ± 9.5%; slope 0%/year), medium (47.7%; FEV1%pred, 87.3 ± 8.7%; slope, -0.32%/year), low (25.0%; baseline FEV1%pred, 68.9 ± 9.8%; slope, -0.72%/year), and very low (7.9%; baseline FEV1%pred, 48.8 ± 9.6%; slope, -0.68%/year). Compared with the high group, the other groups were characterized by nonmodifiable and modifiable risk factors associated with lung function decline in the general population (including ethnicity, marital status, smoking, obesity, coronary heart disease, and chronic respiratory disease). The main, diabetes-specific, significant predictor of group membership was a higher HbA1c in the very low group. There was a graded increase in mortality from 6.7% in the high group to 22.4% in the very low group.
Measurement of lung function in type 2 diabetes could help optimize clinical management and improve prognosis, including addressing glycemic control in those with a very low FEV1%pred.</description><identifier>ISSN: 0149-5992</identifier><identifier>EISSN: 1935-5548</identifier><identifier>DOI: 10.2337/dc23-1726</identifier><identifier>PMID: 38211617</identifier><language>eng</language><publisher>United States: American Diabetes Association</publisher><subject>Aged ; Cardiovascular disease ; Cardiovascular diseases ; Coronary artery disease ; Diabetes ; Diabetes mellitus (non-insulin dependent) ; Diabetes Mellitus, Type 2 - epidemiology ; Female ; Forced Expiratory Volume ; Health risks ; Heart diseases ; Humans ; Longitudinal studies ; Lung ; Lungs ; Male ; Modelling ; Population decline ; Pulmonary functions ; Respiration ; Respiratory diseases ; Respiratory function ; Respiratory Function Tests ; Risk Factors</subject><ispartof>Diabetes care, 2024-03, Vol.47 (3), p.483-490</ispartof><rights>2024 by the American Diabetes Association.</rights><rights>Copyright American Diabetes Association Mar 2024</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c313t-317ef1c383d850c562004b880d4d1a1312b055263877102667bc48fbc767334d3</citedby><orcidid>0000-0003-0749-7411</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/38211617$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Davis, Timothy M E</creatorcontrib><creatorcontrib>Drinkwater, Jocelyn J</creatorcontrib><creatorcontrib>Davis, Wendy A</creatorcontrib><title>Pulmonary Function Trajectories Over 6 Years and Their Determinants in Type 2 Diabetes: The Fremantle Diabetes Study Phase II</title><title>Diabetes care</title><addtitle>Diabetes Care</addtitle><description>To assess whether there are clusters of people with type 2 diabetes with distinct temporal profiles of lung function changes and characteristics.
Group-based trajectory modeling (GBTM) identified groups of participants with type 2 diabetes from the community-based observational Fremantle Diabetes Study Phase II (FDS2) who had at least two biennial measurements of forced expiratory volume in 1 s as a percentage of predicted (FEV1%pred) over 6 years. Independent associates of group membership were assessed using multinomial regression.
Of 1,482 potential FDS2 participants, 1,074 (72.5%; mean age, 65.2 years; 45.5% female; median diabetes duration, 8.0 years) were included in the modeling. The best fitting GBTM model identified four groups categorized by FEV1%pred trajectory: high (19.5%; baseline FEV1%pred, 106.5 ± 9.5%; slope 0%/year), medium (47.7%; FEV1%pred, 87.3 ± 8.7%; slope, -0.32%/year), low (25.0%; baseline FEV1%pred, 68.9 ± 9.8%; slope, -0.72%/year), and very low (7.9%; baseline FEV1%pred, 48.8 ± 9.6%; slope, -0.68%/year). Compared with the high group, the other groups were characterized by nonmodifiable and modifiable risk factors associated with lung function decline in the general population (including ethnicity, marital status, smoking, obesity, coronary heart disease, and chronic respiratory disease). The main, diabetes-specific, significant predictor of group membership was a higher HbA1c in the very low group. There was a graded increase in mortality from 6.7% in the high group to 22.4% in the very low group.
Measurement of lung function in type 2 diabetes could help optimize clinical management and improve prognosis, including addressing glycemic control in those with a very low FEV1%pred.</description><subject>Aged</subject><subject>Cardiovascular disease</subject><subject>Cardiovascular diseases</subject><subject>Coronary artery disease</subject><subject>Diabetes</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diabetes Mellitus, Type 2 - epidemiology</subject><subject>Female</subject><subject>Forced Expiratory Volume</subject><subject>Health risks</subject><subject>Heart diseases</subject><subject>Humans</subject><subject>Longitudinal studies</subject><subject>Lung</subject><subject>Lungs</subject><subject>Male</subject><subject>Modelling</subject><subject>Population decline</subject><subject>Pulmonary functions</subject><subject>Respiration</subject><subject>Respiratory diseases</subject><subject>Respiratory function</subject><subject>Respiratory Function Tests</subject><subject>Risk Factors</subject><issn>0149-5992</issn><issn>1935-5548</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpd0UtLAzEQB_AgitbHwS8gAS96WE0ym8d6k2q1UKhgPXhastkpbtlHTXaFHvzupvg4eApMfhlm8ifklLMrAaCvSycg4VqoHTLiGchEytTskhHjaZbILBMH5DCEFWMsTY3ZJwdgBOeK6xH5fBrqpmut39DJ0Lq-6lq68HaFru98hYHOP9BTRV_R-kBtW9LFG1ae3mGPvqla2_aBVvHNZo1U0LvKFvEm3GwZnXhsIqjxr06f-6Hc0Kc3G5BOp8dkb2nrgCc_5xF5mdwvxo_JbP4wHd_OEgcc-gS4xiV3YKA0kjmpRNykMIaVacktBy4KJqVQYLTmTCilC5eaZeG00gBpCUfk4rvv2nfvA4Y-b6rgsK5ti90QcpGJjAmtMxXp-T-66gbfxumiglRKpkFHdfmtnO9C8LjM175q4i_mnOXbTPJtJvk2k2jPfjoORYPln_wNAb4Aed2ECw</recordid><startdate>20240301</startdate><enddate>20240301</enddate><creator>Davis, Timothy M E</creator><creator>Drinkwater, Jocelyn J</creator><creator>Davis, Wendy A</creator><general>American Diabetes Association</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>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-0749-7411</orcidid></search><sort><creationdate>20240301</creationdate><title>Pulmonary Function Trajectories Over 6 Years and Their Determinants in Type 2 Diabetes: The Fremantle Diabetes Study Phase II</title><author>Davis, Timothy M E ; Drinkwater, Jocelyn J ; Davis, Wendy A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c313t-317ef1c383d850c562004b880d4d1a1312b055263877102667bc48fbc767334d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aged</topic><topic>Cardiovascular disease</topic><topic>Cardiovascular diseases</topic><topic>Coronary artery disease</topic><topic>Diabetes</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>Diabetes Mellitus, Type 2 - epidemiology</topic><topic>Female</topic><topic>Forced Expiratory Volume</topic><topic>Health risks</topic><topic>Heart diseases</topic><topic>Humans</topic><topic>Longitudinal studies</topic><topic>Lung</topic><topic>Lungs</topic><topic>Male</topic><topic>Modelling</topic><topic>Population decline</topic><topic>Pulmonary functions</topic><topic>Respiration</topic><topic>Respiratory diseases</topic><topic>Respiratory function</topic><topic>Respiratory Function Tests</topic><topic>Risk Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Davis, Timothy M E</creatorcontrib><creatorcontrib>Drinkwater, Jocelyn J</creatorcontrib><creatorcontrib>Davis, Wendy A</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Diabetes care</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Davis, Timothy M E</au><au>Drinkwater, Jocelyn J</au><au>Davis, Wendy A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pulmonary Function Trajectories Over 6 Years and Their Determinants in Type 2 Diabetes: The Fremantle Diabetes Study Phase II</atitle><jtitle>Diabetes care</jtitle><addtitle>Diabetes Care</addtitle><date>2024-03-01</date><risdate>2024</risdate><volume>47</volume><issue>3</issue><spage>483</spage><epage>490</epage><pages>483-490</pages><issn>0149-5992</issn><eissn>1935-5548</eissn><abstract>To assess whether there are clusters of people with type 2 diabetes with distinct temporal profiles of lung function changes and characteristics.
Group-based trajectory modeling (GBTM) identified groups of participants with type 2 diabetes from the community-based observational Fremantle Diabetes Study Phase II (FDS2) who had at least two biennial measurements of forced expiratory volume in 1 s as a percentage of predicted (FEV1%pred) over 6 years. Independent associates of group membership were assessed using multinomial regression.
Of 1,482 potential FDS2 participants, 1,074 (72.5%; mean age, 65.2 years; 45.5% female; median diabetes duration, 8.0 years) were included in the modeling. The best fitting GBTM model identified four groups categorized by FEV1%pred trajectory: high (19.5%; baseline FEV1%pred, 106.5 ± 9.5%; slope 0%/year), medium (47.7%; FEV1%pred, 87.3 ± 8.7%; slope, -0.32%/year), low (25.0%; baseline FEV1%pred, 68.9 ± 9.8%; slope, -0.72%/year), and very low (7.9%; baseline FEV1%pred, 48.8 ± 9.6%; slope, -0.68%/year). Compared with the high group, the other groups were characterized by nonmodifiable and modifiable risk factors associated with lung function decline in the general population (including ethnicity, marital status, smoking, obesity, coronary heart disease, and chronic respiratory disease). The main, diabetes-specific, significant predictor of group membership was a higher HbA1c in the very low group. There was a graded increase in mortality from 6.7% in the high group to 22.4% in the very low group.
Measurement of lung function in type 2 diabetes could help optimize clinical management and improve prognosis, including addressing glycemic control in those with a very low FEV1%pred.</abstract><cop>United States</cop><pub>American Diabetes Association</pub><pmid>38211617</pmid><doi>10.2337/dc23-1726</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0003-0749-7411</orcidid></addata></record> |
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subjects | Aged Cardiovascular disease Cardiovascular diseases Coronary artery disease Diabetes Diabetes mellitus (non-insulin dependent) Diabetes Mellitus, Type 2 - epidemiology Female Forced Expiratory Volume Health risks Heart diseases Humans Longitudinal studies Lung Lungs Male Modelling Population decline Pulmonary functions Respiration Respiratory diseases Respiratory function Respiratory Function Tests Risk Factors |
title | Pulmonary Function Trajectories Over 6 Years and Their Determinants in Type 2 Diabetes: The Fremantle Diabetes Study Phase II |
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