Fatty acids in the de novo lipogenesis pathway and incidence of type 2 diabetes: A pooled analysis of prospective cohort studies.


Journal

PLoS medicine
ISSN: 1549-1676
Titre abrégé: PLoS Med
Pays: United States
ID NLM: 101231360

Informations de publication

Date de publication:
06 2020
Historique:
received: 10 10 2019
accepted: 28 04 2020
entrez: 13 6 2020
pubmed: 13 6 2020
medline: 11 8 2020
Statut: epublish

Résumé

De novo lipogenesis (DNL) is the primary metabolic pathway synthesizing fatty acids from carbohydrates, protein, or alcohol. Our aim was to examine associations of in vivo levels of selected fatty acids (16:0, 16:1n7, 18:0, 18:1n9) in DNL with incidence of type 2 diabetes (T2D). Seventeen cohorts from 12 countries (7 from Europe, 7 from the United States, 1 from Australia, 1 from Taiwan; baseline years = 1970-1973 to 2006-2010) conducted harmonized individual-level analyses of associations of DNL-related fatty acids with incident T2D. In total, we evaluated 65,225 participants (mean ages = 52.3-75.5 years; % women = 20.4%-62.3% in 12 cohorts recruiting both sexes) and 15,383 incident cases of T2D over the 9-year follow-up on average. Cohort-specific association of each of 16:0, 16:1n7, 18:0, and 18:1n9 with incident T2D was estimated, adjusted for demographic factors, socioeconomic characteristics, alcohol, smoking, physical activity, dyslipidemia, hypertension, menopausal status, and adiposity. Cohort-specific associations were meta-analyzed with an inverse-variance-weighted approach. Each of the 4 fatty acids positively related to incident T2D. Relative risks (RRs) per cohort-specific range between midpoints of the top and bottom quintiles of fatty acid concentrations were 1.53 (1.41-1.66; p < 0.001) for 16:0, 1.40 (1.33-1.48; p < 0.001) for 16:1n-7, 1.14 (1.05-1.22; p = 0.001) for 18:0, and 1.16 (1.07-1.25; p < 0.001) for 18:1n9. Heterogeneity was seen across cohorts (I2 = 51.1%-73.1% for each fatty acid) but not explained by lipid fractions and global geographical regions. Further adjusted for triglycerides (and 16:0 when appropriate) to evaluate associations independent of overall DNL, the associations remained significant for 16:0, 16:1n7, and 18:0 but were attenuated for 18:1n9 (RR = 1.03, 95% confidence interval (CI) = 0.94-1.13). These findings had limitations in potential reverse causation and residual confounding by imprecisely measured or unmeasured factors. Concentrations of fatty acids in the DNL were positively associated with T2D incidence. Our findings support further work to investigate a possible role of DNL and individual fatty acids in the development of T2D.

Sections du résumé

BACKGROUND
De novo lipogenesis (DNL) is the primary metabolic pathway synthesizing fatty acids from carbohydrates, protein, or alcohol. Our aim was to examine associations of in vivo levels of selected fatty acids (16:0, 16:1n7, 18:0, 18:1n9) in DNL with incidence of type 2 diabetes (T2D).
METHODS AND FINDINGS
Seventeen cohorts from 12 countries (7 from Europe, 7 from the United States, 1 from Australia, 1 from Taiwan; baseline years = 1970-1973 to 2006-2010) conducted harmonized individual-level analyses of associations of DNL-related fatty acids with incident T2D. In total, we evaluated 65,225 participants (mean ages = 52.3-75.5 years; % women = 20.4%-62.3% in 12 cohorts recruiting both sexes) and 15,383 incident cases of T2D over the 9-year follow-up on average. Cohort-specific association of each of 16:0, 16:1n7, 18:0, and 18:1n9 with incident T2D was estimated, adjusted for demographic factors, socioeconomic characteristics, alcohol, smoking, physical activity, dyslipidemia, hypertension, menopausal status, and adiposity. Cohort-specific associations were meta-analyzed with an inverse-variance-weighted approach. Each of the 4 fatty acids positively related to incident T2D. Relative risks (RRs) per cohort-specific range between midpoints of the top and bottom quintiles of fatty acid concentrations were 1.53 (1.41-1.66; p < 0.001) for 16:0, 1.40 (1.33-1.48; p < 0.001) for 16:1n-7, 1.14 (1.05-1.22; p = 0.001) for 18:0, and 1.16 (1.07-1.25; p < 0.001) for 18:1n9. Heterogeneity was seen across cohorts (I2 = 51.1%-73.1% for each fatty acid) but not explained by lipid fractions and global geographical regions. Further adjusted for triglycerides (and 16:0 when appropriate) to evaluate associations independent of overall DNL, the associations remained significant for 16:0, 16:1n7, and 18:0 but were attenuated for 18:1n9 (RR = 1.03, 95% confidence interval (CI) = 0.94-1.13). These findings had limitations in potential reverse causation and residual confounding by imprecisely measured or unmeasured factors.
CONCLUSIONS
Concentrations of fatty acids in the DNL were positively associated with T2D incidence. Our findings support further work to investigate a possible role of DNL and individual fatty acids in the development of T2D.

Identifiants

pubmed: 32530938
doi: 10.1371/journal.pmed.1003102
pii: PMEDICINE-D-19-03743
pmc: PMC7292352
doi:

Substances chimiques

Fatty Acids 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, N.I.H., Intramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e1003102

Subventions

Organisme : NIDDK NIH HHS
ID : T32 DK007703
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201200036C
Pays : United States
Organisme : Medical Research Council
ID : MC_UU_00014/5
Pays : United Kingdom
Organisme : NHLBI NIH HHS
ID : N01 HC095162
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85082
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095165
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600002C
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600018C
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL085710
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095164
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095160
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095163
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600001C
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600003C
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85080
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG023629
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095168
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL080295
Pays : United States
Organisme : NIA NIH HHS
ID : N01 AG012100
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800001C
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL076200
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL047892
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL130114
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095169
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC55222
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85079
Pays : United States
Organisme : Medical Research Council
ID : MC_UU_00006/3
Pays : United Kingdom
Organisme : NHLBI NIH HHS
ID : N01HC85083
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL047902
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095159
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85086
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600004C
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095161
Pays : United States
Organisme : NCI NIH HHS
ID : UM1 CA167552
Pays : United States
Organisme : NIDDK NIH HHS
ID : P30 DK046200
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC025195
Pays : United States
Organisme : NCI NIH HHS
ID : T32 CA009001
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01 HC095166
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL035464
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001079
Pays : United States
Organisme : Department of Health
ID : IS-BRC-1215-20014
Pays : United Kingdom
Organisme : NHLBI NIH HHS
ID : HHSN268200800007C
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000040
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85081
Pays : United States
Organisme : Medical Research Council
ID : MC_UU_12015/1
Pays : United Kingdom
Organisme : NHLBI NIH HHS
ID : N01 HC095167
Pays : United States
Organisme : Medical Research Council
ID : MC_UU_12015/5
Pays : United Kingdom

Déclaration de conflit d'intérêts

I have read the journal's policy and the authors of this manuscript have the following competing interests: JYW and RM report research support from Unilever for other projects on fatty acid biomarkers. LCDG reported receiving ad hoc consulting fees from the Life Sciences Research Organization. CH reported receiving fees for a conference from Novartis. IAB reported involvement in a research project partly funded by Unilever. JGR received research grants from Amarin and Astra-Zeneca. DM reported receiving ad hoc honoraria from Bunge, Pollock Institute, and Quaker Oats; ad hoc consulting for Foodminds, Life Sciences Research Organization, Nutrition Impact, Amarin, AstraZeneca, Winston, and Strawn LLP; membership in Unilever North America Scientific Advisory Board; and chapter royalties from UpToDate. SSSM reported receiving an international award and unrestricted grants for meta-analysis work on dairy foods and cardiometabolic diseases from Global and Dutch Dairy Associations. Other authors do not have any conflict of interest to declare.

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Auteurs

Fumiaki Imamura (F)

MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom.

Amanda M Fretts (AM)

Cardiovascular Health Research Unit, Department of Epidemiology, University of Washington, Seattle, Washington, United States of America.

Matti Marklund (M)

Department of Public Health and Caring Sciences, Clinical Nutrition and Metabolism, Uppsala University, Uppsala, Sweden.
The George Institute for Global Health, the Faculty of Medicine, University of New South Wales, Sydney, Australia.
Friedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.

Andres V Ardisson Korat (AV)

Department of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America.
Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.

Wei-Sin Yang (WS)

Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei City, the Republic of China.

Maria Lankinen (M)

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.

Waqas Qureshi (W)

Section of Cardiovascular Medicine, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America.

Catherine Helmer (C)

INSERM, UMR 1219, Bordeaux Population Health Research Center, University of Bordeaux, Bordeaux, France.

Tzu-An Chen (TA)

USDA/ARS Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States of America.

Jyrki K Virtanen (JK)

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.

Kerry Wong (K)

Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.

Julie K Bassett (JK)

Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.

Rachel Murphy (R)

Centre of Excellence in Cancer Prevention, School of Population & Public Health, Faculty of Medicine, The University of British Columbia, Vancouver, Canada.

Nathan Tintle (N)

Department of Mathematics and Statistics, Dordt University, Sioux Center, Iowa, United States of America.

Chaoyu Ian Yu (CI)

Department of Biostatistics, University of Washington School of Public Health, Seattle, Washington, United States of America.

Ingeborg A Brouwer (IA)

Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.

Kuo-Liong Chien (KL)

Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei City, the Republic of China.

Yun-Yu Chen (YY)

Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei City, the Republic of China.
Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei City, the Republic of China.

Alexis C Wood (AC)

USDA/ARS Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States of America.

Liana C Del Gobbo (LC)

Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, California, United States of America.

Luc Djousse (L)

Divisions of Aging, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.

Johanna M Geleijnse (JM)

Division of Human Nutrition and Health, Wageningen University, Wageningen, the Netherlands.

Graham G Giles (GG)

Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.
Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, Australia.
Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Australia.

Janette de Goede (J)

Division of Human Nutrition and Health, Wageningen University, Wageningen, the Netherlands.

Vilmundur Gudnason (V)

Icelandic Heart Association Research Institute, Kopavogur, Iceland.

William S Harris (WS)

Department of Internal Medicine, Sanford School of Medicine, University of South Dakota, Sioux Falls, South Dakota, United States of America.
OmegaQuant Analytics, Sioux Falls, South Dakota, United States of America.

Allison Hodge (A)

Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.
Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, Australia.

Frank Hu (F)

Department of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America.
Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.

Albert Koulman (A)

MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom.
National Institute for Health Research Biomedical Research Centres Core Nutritional Biomarker Laboratory, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom.
National Institute for Health Research Biomedical Research Centres Core Metabolomics and Lipidomics Laboratory, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom.
Medical Research Council Elsie Widdowson Laboratory, Cambridge, United Kingdom.

Markku Laakso (M)

Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland.
Department of Medicine, Kuopio University Hospital, Kuopio, Finland.

Lars Lind (L)

Department of Medical Sciences, Uppsala University, Uppsala, Sweden.

Hung-Ju Lin (HJ)

Department of Internal Medicine, National Taiwan University Hospital, Taipei City, the Republic of China.

Barbara McKnight (B)

Department of Biostatistics, University of Washington School of Public Health, Seattle, Washington, United States of America.

Kalina Rajaobelina (K)

INSERM, UMR 1219, Bordeaux Population Health Research Center, University of Bordeaux, Bordeaux, France.

Ulf Riserus (U)

Department of Public Health and Caring Sciences, Clinical Nutrition and Metabolism, Uppsala University, Uppsala, Sweden.

Jennifer G Robinson (JG)

Preventive Intervention Center, Departments of Epidemiology, the University of Iowa College of Public Health, Iowa City, Iowa, United States of America.

Cecilia Samieri (C)

INSERM, UMR 1219, Bordeaux Population Health Research Center, University of Bordeaux, Bordeaux, France.

Mackenzie Senn (M)

USDA/ARS Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States of America.

David S Siscovick (DS)

The New York Academy of Medicine, New York, New York, United States of America.

Sabita S Soedamah-Muthu (SS)

Division of Human Nutrition and Health, Wageningen University, Wageningen, the Netherlands.
Center of Research on Psychological and Somatic disorders, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands.
Institute for Food, Nutrition and Health, University of Reading, Reading, United Kingdom.

Nona Sotoodehnia (N)

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America.

Qi Sun (Q)

Department of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America.
Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.

Michael Y Tsai (MY)

Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota, United States of America.

Tomi-Pekka Tuomainen (TP)

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.

Matti Uusitupa (M)

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.

Lynne E Wagenknecht (LE)

Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, United States of America.

Nick J Wareham (NJ)

MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom.

Jason H Y Wu (JHY)

The George Institute for Global Health, the Faculty of Medicine, University of New South Wales, Sydney, Australia.

Renata Micha (R)

Friedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.

Rozenn N Lemaitre (RN)

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America.

Dariush Mozaffarian (D)

Friedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.

Nita G Forouhi (NG)

MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom.

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