Advertisement
Research Obstetrics| Volume 201, ISSUE 2, P177.e1-177.e9, August 2009

Childbearing is associated with higher incidence of the metabolic syndrome among women of reproductive age controlling for measurements before pregnancy: the CARDIA study

      Objective

      We sought to prospectively examine whether childbearing is associated with higher incidence of the metabolic syndrome (MetS) after delivery among women of reproductive age.

      Study Design

      In 1451 nulliparas who were aged 18-30 years and free of the MetS at baseline (1985-1986) and reexamined up to 4 times during 20 years, we ascertained incident MetS defined by the National Cholesterol Education Program Adult Treatment Panel III criteria among time-dependent interim birth groups by gestational diabetes mellitus (GDM): (0 [referent], 1 non-GDM, 2+ non-GDM, 1+ GDM births). Complementary log-log models estimated relative hazards of the MetS among birth groups adjusted for race, age, and baseline and follow-up covariates.

      Results

      We identified 259 incident MetS cases in 25,246 person-years (10.3/1000 person-years). Compared with 0 births, adjusted relative hazards (95% confidence interval [CI]) were 1.33 (95% CI, 0.93-1.90) for 1 non-GDM, 1.62 (95% CI, 1.16-2.26) for 2+ non-GDM (P trend = .02), and 2.43 (95% CI, 1.53-3.86) for 1+ GDM births.

      Conclusion

      Increasing parity is associated with future development of the MetS independent of prior obesity and pregnancy-related weight gain. Risk varies by GDM status.

      Key words

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to American Journal of Obstetrics & Gynecology
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Grundy S.M.
        • Becker D.
        • et al.
        • National Cholesterol Education Program Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III)
        Executive summary of the third report of the national cholesterol education program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (adult treatment panel III).
        JAMA. 2001; 285: 2486-2497
        • Grundy S.M.
        • Becker D.
        • et al.
        • National Cholesterol Education Program Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III)
        Third report of the national cholesterol education program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (adult treatment panel III) final report.
        Circulation. 2002; 106: 3143-3421
        • Grundy S.M.
        • Cleeman J.I.
        • Merz C.N.
        • et al.
        Implications of recent clinical trials for the national cholesterol education program adult treatment panel III guidelines.
        J Am Coll Cardiol. 2004; 44: 720-732
        • Hanson R.L.
        • Imperatore G.
        • Bennett P.H.
        • Knowler W.C.
        Components of the ”metabolic syndrome” and incidence of type 2 diabetes.
        Diabetes. 2002; 51: 3120-3127
        • Desoye G.
        • Schweditsch M.O.
        • Pfeiffer K.P.
        • Zechner R.
        • Kostner G.M.
        Correlation of hormones with lipid and lipoprotein levels during normal pregnancy and postpartum.
        J Clin Endocrinol Metab. 1987; 64: 704-712
        • Ledoux F.
        • Genest J.
        • Nowaczynski W.
        • Kuchel O.
        • Lebel M.
        Plasma progesterone and aldosterone in pregnancy.
        Can Med Assoc J. 1975; 112: 943-947
        • Kaaja R.J.
        • Greer I.A.
        Manifestations of chronic disease during pregnancy.
        JAMA. 2005; 294: 2751-2757
        • van Stiphout W.A.
        • Hofman A.
        • de Bruijn A.M.
        Serum lipids in young women before, during, and after pregnancy.
        Am J Epidemiol. 1987; 126: 922-928
        • Gunderson E.P.
        • Lewis C.E.
        • Murtaugh M.A.
        • Quesenberry C.P.
        • Smith W.D.
        • Sidney S.
        Long-term plasma lipid changes associated with a first birth: the coronary artery risk development in young adults study.
        Am J Epidemiol. 2004; 159: 1028-1039
        • Smith D.E.
        • Lewis C.E.
        • Caveny J.L.
        • Perkins L.L.
        • Burke G.L.
        • Bild D.E.
        Longitudinal changes in adiposity associated with pregnancy: the CARDIA study; coronary artery risk development in young adults study.
        JAMA. 1994; 271: 1747-1751
        • Gunderson E.P.
        • Murtaugh M.A.
        • Lewis C.E.
        • Quesenberry C.P.
        • West D.S.
        • Sidney S.
        Excess gains in weight and waist circumference associated with childbearing: the coronary artery risk development in young adults study (CARDIA).
        Int J Obes Relat Metab Disord. 2004; 28: 525-535
        • O'Sullivan J.B.
        • Gordon T.
        Childbearing and diabetes mellitus.
        Vital Health Stat. 1966; 21 (11): 1-19
        • Rosenberg L.
        • Palmer J.R.
        • Rao R.S.
        • Adams-Campbell L.L.
        Risk factors for coronary heart disease in African American women.
        Am J Epidemiol. 1999; 150: 904-909
        • Ness R.B.
        • Harris T.
        • Cobb J.
        • et al.
        Number of pregnancies and the subsequent risk of cardiovascular disease.
        N Engl J Med. 1993; 328: 1528-1533
        • Humphries K.H.
        • Westendorp I.C.
        • Bots M.L.
        • et al.
        Parity and carotid artery atherosclerosis in elderly women: the Rotterdam study.
        Stroke. 2001; 32: 2259-2264
        • Manson J.E.
        • Rimm E.B.
        • Colditz G.A.
        • et al.
        Parity and incidence of non-insulin-dependent diabetes mellitus.
        Am J Med. 1992; 93: 13-18
        • Steenland K.
        • Lally C.
        • Thun M.
        Parity and coronary heart disease among women in the American Cancer Society CPS II population.
        Epidemiology. 1996; 7: 641-643
        • Cooper G.S.
        • Ephross S.A.
        • Weinberg C.R.
        • Baird D.D.
        • Whelan E.A.
        • Sandler D.P.
        Menstrual and reproductive risk factors for ischemic heart disease.
        Epidemiology. 1999; 10: 255-259
        • Colditz G.A.
        • Willett W.C.
        • Stampfer M.J.
        • Rosner B.
        • Speizer F.E.
        • Hennekens C.H.
        A prospective study of age at menarche, parity, age at first birth, and coronary heart disease in women.
        Am J Epidemiol. 1987; 126: 861-870
        • Hanley A.J.
        • McKeown-Eyssen G.
        • Harris S.B.
        • et al.
        Association of parity with risk of type 2 diabetes and related metabolic disorders.
        Diabetes Care. 2002; 25: 690-695
        • Gunderson E.P.
        • Lewis C.E.
        • Tsai A.L.
        • et al.
        A 20-year prospective study of childbearing and incidence of diabetes mellitus in young women controlling for glycemia before conception: the coronary artery risk development in young adults study.
        Diabetes. 2007; 56: 2990-2996
        • Lao X.Q.
        • Thomas G.N.
        • Jiang C.Q.
        • et al.
        Parity and the metabolic syndrome in older Chinese women: the Guangzhou Biobank cohort study.
        Clin Endocrinol (Oxf). 2006; 65: 460-469
        • Cohen A.
        • Pieper C.F.
        • Brown A.J.
        • Bastian L.A.
        Number of children and risk of metabolic syndrome in women.
        J Womens Health (Larchmt). 2006; 15: 763-773
        • Kim C.
        • Newton K.M.
        • Knopp R.H.
        Gestational diabetes and the incidence of type 2 diabetes: a systematic review.
        Diabetes Care. 2002; 25: 1862-1868
        • Lauenborg J.
        • Mathiesen E.
        • Hansen T.
        • et al.
        The prevalence of the metabolic syndrome in a Danish population of women with previous gestational diabetes mellitus is three-fold higher than in the general population.
        J Clin Endocrinol Metab. 2005; 90: 4004-4010
        • Bo S.
        • Monge L.
        • Macchetta C.
        • et al.
        Prior gestational hyperglycemia: a long-term predictor of the metabolic syndrome.
        J Endocrinol Invest. 2004; 27: 629-635
        • Cutter G.R.
        • Burke G.L.
        • Dyer A.R.
        • et al.
        Cardiovascular risk factors in young adults: the CARDIA baseline monograph.
        Control Clin Trials. 1991; 12 (1-77S)
        • Friedman G.D.
        • Cutter G.R.
        • Donahue R.P.
        • et al.
        CARDIA: study design, recruitment, and some characteristics of the examined subjects.
        J Clin Epidemiol. 1988; 41: 1105-1116
        • Lewis C.E.
        • Jacobs Jr, D.R.
        • McCreath H.
        • et al.
        Weight gain continues in the 1990s: 10-year trends in weight and overweight from the CARDIA study; coronary artery risk development in young adults study.
        Am J Epidemiol. 2000; 151: 1172-1181
        • Steffen L.M.
        • Kroenke C.H.
        • Yu X.
        • et al.
        Associations of plant food, dairy product, and meat intakes with 15-y incidence of elevated blood pressure in young black and white adults: the coronary artery risk development in young adults (CARDIA) study.
        Am J Clin Nutr. 2005; 82: 1169-1177
        • Bild D.E.
        • Jacobs D.R.
        • Liu K.
        • et al.
        Seven-year trends in plasma low-density-lipoprotein-cholesterol in young adults: the CARDIA study.
        Ann Epidemiol. 1996; 6: 235-245
        • Lewis C.E.
        • Funkhouser E.
        • Raczynski J.M.
        • Sidney S.
        • Bild D.E.
        • Howard B.V.
        Adverse effect of pregnancy on high density lipoprotein (HDL) cholesterol in young adult women: the CARDIA study; coronary artery risk development in young adults study.
        Am J Epidemiol. 1996; 144: 247-254
        • Lewis C.E.
        • Smith D.E.
        • Wallace D.D.
        • Williams O.D.
        • Bild D.E.
        • Jacobs Jr, D.R.
        Seven-year trends in body weight and associations with lifestyle and behavioral characteristics in black and white young adults: the CARDIA study.
        Am J Public Health. 1997; 87: 635-642
        • Grundy S.M.
        Metabolic syndrome scientific statement by the American Heart Association and the National Heart, Lung, and Blood Institute.
        Arterioscler Thromb Vasc Biol. 2005; 25: 2243-2244
        • Anderssen N.
        • Jacobs Jr, D.R.
        • Sidney S.
        • et al.
        Change and secular trends in physical activity patterns in young adults: a seven-year longitudinal follow-up in the coronary artery risk development in young adults study (CARDIA).
        Am J Epidemiol. 1996; 143: 351-362
        • Sidney S.
        • Haskell W.L.
        • Crow R.
        • et al.
        Symptom-limited graded treadmill exercise testing in young adults in the CARDIA study.
        Med Sci Sports Exerc. 1992; 24: 177-183
        • Prentice R.
        • Gloeckler L.
        Regression analysis of grouped survival data with application to breast cancer data.
        Biometrics. 1978; 34: 57-67
        • Haertel U.
        • Heiss G.
        • Filipiak B.
        • Doering A.
        Cross-sectional and longitudinal associations between high density lipoprotein cholesterol and women's employment.
        Am J Epidemiol. 1992; 135: 68-78
        • Kritz-Silverstein D.
        • Barrett-Connor E.
        • Wingard D.L.
        The relationship between multiparity and lipoprotein levels in older women.
        J Clin Epidemiol. 1992; 45: 761-767
        • Kritz-Silverstein D.
        • Barrett-Connor E.
        • Friedlander N.J.
        Parenthood and lipid and lipoprotein levels in older men.
        Ann Epidemiol. 1997; 7: 275-279
        • Lawlor D.A.
        • Emberson J.R.
        • Ebrahim S.
        • et al.
        Is the association between parity and coronary heart disease due to biological effects of pregnancy or adverse lifestyle risk factors associated with child-rearing?.
        Circulation. 2003; 107: 1260-1264
        • Ness R.B.
        • Schotland H.M.
        • Flegal K.M.
        • Shofer F.S.
        Reproductive history and coronary heart disease risk in women.
        Epidemiol Rev. 1994; 16: 298-314
        • Dekker J.M.
        • Schouten E.G.
        Number of pregnancies and risk of cardiovascular disease.
        N Engl J Med. 1993; 329: 1893-1894
        • Ness R.B.
        • Cobb J.
        • Harris T.
        • D'Agostino R.B.
        Does number of children increase the rate of coronary heart disease in men?.
        Epidemiology. 1995; 6: 442-445
        • Hardy R.
        • Lawlor D.A.
        • Black S.
        • Wadsworth M.E.
        • Kuh D.
        Number of children and coronary heart disease risk factors in men and women from a British birth cohort.
        BJOG. 2007; 114: 721-730
        • Weidner M.D.
        • Gavigan K.E.
        • Tyndall G.L.
        • Hickey M.S.
        • McCammon M.R.
        • Houmard J.A.
        Which anthropometric indices of regional adiposity are related to the insulin resistance of aging?.
        Int J Obes Relat Metab Disord. 1995; 19: 325-330
        • Altomonte J.
        • Harbaran S.
        • Richter A.
        • Dong H.
        Fat depot-specific expression of adiponectin is impaired in Zucker fatty rats.
        Metabolism. 2003; 52: 958-963
        • Blaudeau T.E.
        • Hunter G.R.
        • Sirikul B.
        Intra-abdominal adipose tissue deposition and parity.
        Int J Obes (Lond). 2006; 30: 1119-1124
        • Gunderson E.P.
        • Sternfeld B.
        • Wellons M.F.
        • et al.
        Childbearing may increase visceral adipose tissue independent of overall increase in body fat.
        Obesity (Silver Spring). 2008; 16: 1078-1084
        • Willett W.C.
        • Manson J.E.
        • Stampfer M.J.
        • et al.
        Weight, weight change, and coronary heart disease in women: risk within the 'normal' weight range.
        JAMA. 1995; 273: 461-465
        • Ford E.S.
        • Williamson D.F.
        • Liu S.
        Weight change and diabetes incidence: findings from a national cohort of US adults.
        Am J Epidemiol. 1997; 146: 214-222
        • Colditz G.A.
        • Willett W.C.
        • Rotnitzky A.
        • Manson J.E.
        Weight gain as a risk factor for clinical diabetes mellitus in women.
        Ann Intern Med. 1995; 122: 481-486
        • Hunt K.J.
        • Resendez R.G.
        • Williams K.
        • Haffner S.M.
        • Stern M.P.
        National cholesterol education program versus World Health Organization metabolic syndrome in relation to all-cause and cardiovascular mortality in the San Antonio heart study.
        Circulation. 2004; 110: 1251-1257
        • Sattar N.
        Why metabolic syndrome criteria have not made prime time: a view from the clinic.
        Int J Obes (Lond). 2008; 32: S30-S34
        • Ford E.S.
        • Li C.
        • Sattar N.
        Metabolic syndrome and incident diabetes: current state of the evidence.
        Diabetes Care. 2008; 31: 1898-1904
        • Gunderson E.P.
        • Abrams B.
        Epidemiology of gestational weight gain and body weight changes after pregnancy.
        Epidemiol Rev. 1999; 21: 261-275
        • Gunderson E.P.
        • Quesenberry Jr, C.P.
        • Lewis C.E.
        • et al.
        Development of overweight associated with childbearing depends on smoking habit: the coronary artery risk development in young adults (CARDIA) study.
        Obes Res. 2004; 12: 2041-2053
        • Cheung B.M.
        • Ong K.L.
        • Man Y.B.
        • Wong L.Y.
        • Lau C.P.
        • Lam K.S.
        Prevalence of the metabolic syndrome in the United States national health and nutrition examination survey 1999-2002 according to different defining criteria.
        J Clin Hypertens (Greenwich). 2006; 8: 562-570