Lipoprotein Particle Size and Concentration by Nuclear Magnetic Resonance and Incident Type 2 Diabetes in Women

  1. Paul M. Ridker1,2,6
  1. 1Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts;
  2. 2Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts;
  3. 3LipoScience, Raleigh, North Carolina;
  4. 4Mount Sinai Heart, Mount Sinai School of Medicine, New York, New York;
  5. 5Division of Cardiovascular Medicine, Harvard Medical School, Boston VA Medical Center, Boston, Massachusetts;
  6. 6Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts.
  1. Corresponding author: Samia Mora, smora{at}


OBJECTIVE Diabetic dyslipoproteinemia is characterized by low HDL cholesterol and high triglycerides. We examined the association of lipoprotein particle size and concentration measured by nuclear magnetic resonance (NMR) spectroscopy with clinical type 2 diabetes.

RESEARCH DESIGN AND METHODS This was a prospective study of 26,836 initially healthy women followed for 13 years for incident type 2 diabetes (n = 1,687). Baseline lipids were measured directly and lipoprotein size and concentration by NMR. Cox regression models included nonlipid risk factors (age, race, smoking, exercise, education, menopause, blood pressure, BMI, family history, A1C, and C-reactive protein). NMR lipoproteins were also examined after further adjusting for standard lipids.

RESULTS Incident diabetes was significantly associated with baseline HDL cholesterol, triglycerides, and NMR-measured size and concentration of LDL, IDL, HDL, and VLDL particles. The associations of these particles differed substantially by size. Small LDLNMR and small HDLNMR were positively associated with diabetes (quintile 5 vs. 1 [adjusted hazard ratios and 95% CIs], 4.04 [3.21–5.09] and 1.84 [1.54–2.19], respectively). By contrast, large LDLNMR and large HDLNMR were inversely associated (quintile 1 vs. 5, 2.50 [2.12–2.95] and 4.51 [3.68–5.52], respectively). For VLDLNMR, large particles imparted higher risk than small particles (quintile 5 vs. 1, 3.11 [2.35–4.11] and 1.31 [1.10–1.55], respectively). Lipoprotein particle size remained significant after adjusting for standard lipids and nonlipid factors.

CONCLUSIONS In this prospective study of women, NMR lipoprotein size and concentrations were associated with incident type 2 diabetes and remained significant after adjustment for established risk factors, including HDL cholesterol and triglycerides.


  • Clinical trial reg. no. NCT00000479,

  • The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked “advertisement” in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

    • Received July 29, 2009.
    • Accepted February 16, 2010.

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  1. Diabetes vol. 59 no. 5 1153-1160
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