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Published in: BMC Medical Research Methodology 1/2011

Open Access 01-12-2011 | Research article

The use of fasting vs. non-fasting triglyceride concentration for estimating the prevalence of high LDL-cholesterol and metabolic syndrome in population surveys

Authors: Jouko Sundvall, Jaana Leiviskä, Tiina Laatikainen, Markku Peltonen, Veikko Salomaa, Mauno Vanhala, Eeva Korpi-Hyövälti, Jukka Lauronen, Georg Alfthan

Published in: BMC Medical Research Methodology | Issue 1/2011

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Abstract

Background

For practical reasons it is not easy to obtain fasting samples in large population health surveys. Non-fasting triglyceride (Tg) values are difficult to interpret. The authors compared the accuracy of statistically corrected non-fasting Tg values with true fasting values and estimated the misclassification of subjects with high low-density lipoprotein cholesterol (LDL-C) and the metabolic syndrome.

Methods

Non-fasting blood was obtained from a population-based sample of 4282 individuals aged 24-75 years in the National FINRISK 2007 Study. Fasting blood samples were drawn from the same persons 3 months later. Non-fasting serum Tg values were converted into fasting values using previously published formula. LDL-C was calculated and classification of the metabolic syndrome was carried out according to three different latest guidelines.

Results

The median (25th, 75th percentile) non-fasting serum Tg concentration was 1.18 (0.87, 1.72) mmol/L and after postprandial correction 1.06 (0.78, 1.52) mmol/L. The true-fasting serum Tg concentration was 1.00 (0.75, 1.38) mmol/L (P < 0.001) vs. non-fasting and corrected value. Bias of the corrected value was +5.9% compared with the true-fasting Tg. Of the true fasting subjects, 56.4% had LDL-C ≥3.00 mmol/L. When calculated using non-fasting serum Tg, the prevalence of high LDL-C was 51.3% and using statistically corrected Tg it was 54.8%. The prevalence of metabolic syndrome was 35.5% among fully fasted persons and among non-fasting subjects 39.7%, which after statistical correction of Tg decreased to 37.6% (P < 0.001 for all comparisons).

Conclusions

Correction of non-fasting serum Tg to fasting values plays a minor role in population studies but nevertheless reduces misclassification of calculated high LDL-C from 5.1 to 1.6% and the metabolic syndrome from 4.2 to 2.1%.
Appendix
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Literature
1.
go back to reference Hoffmeister H, Mensink GB, Stolzenberg H, Hoeltz J, Kreuter H, Laaser U, Nussel E, Hullemann KD, Troschke JV: Reduction of coronary heart disease risk factors in the German cardiovascular prevention study. Prev Med. 1996, 25: 135-145. 10.1006/pmed.1996.0039.CrossRefPubMed Hoffmeister H, Mensink GB, Stolzenberg H, Hoeltz J, Kreuter H, Laaser U, Nussel E, Hullemann KD, Troschke JV: Reduction of coronary heart disease risk factors in the German cardiovascular prevention study. Prev Med. 1996, 25: 135-145. 10.1006/pmed.1996.0039.CrossRefPubMed
2.
go back to reference Pocock SJ, Ashby D, Shaper AG, Walker M, Broughton PM: Diurnal variations in serum biochemical and haematological measurements. J Clin Pathol. 1989, 42: 172-179. 10.1136/jcp.42.2.172.CrossRefPubMedPubMedCentral Pocock SJ, Ashby D, Shaper AG, Walker M, Broughton PM: Diurnal variations in serum biochemical and haematological measurements. J Clin Pathol. 1989, 42: 172-179. 10.1136/jcp.42.2.172.CrossRefPubMedPubMedCentral
3.
go back to reference Vartiainen E, Laatikainen T, Peltonen M, Juolevi A, Mannisto S, Sundvall J, Jousilahti P, Salomaa V, Valsta L, Puska P: Thirty-five-year trends in cardiovascular risk factors in Finland. Int J Epidemiol. 2010, 39: 504-518. 10.1093/ije/dyp330.CrossRefPubMed Vartiainen E, Laatikainen T, Peltonen M, Juolevi A, Mannisto S, Sundvall J, Jousilahti P, Salomaa V, Valsta L, Puska P: Thirty-five-year trends in cardiovascular risk factors in Finland. Int J Epidemiol. 2010, 39: 504-518. 10.1093/ije/dyp330.CrossRefPubMed
4.
go back to reference Verschuren WM, Blokstra A, Picavet HS, Smit HA: Cohort profile: the Doetinchem Cohort Study. Int J Epidemiol. 2008, 37: 1236-1241. 10.1093/ije/dym292.CrossRefPubMed Verschuren WM, Blokstra A, Picavet HS, Smit HA: Cohort profile: the Doetinchem Cohort Study. Int J Epidemiol. 2008, 37: 1236-1241. 10.1093/ije/dym292.CrossRefPubMed
5.
go back to reference Wilsgaard T, Jacobsen BK, Schirmer H, Thune I, Lochen ML, Njolstad I, Arnesen E: Tracking of cardiovascular risk factors: the Tromso study, 1979-1995. Am J Epidemiol. 2001, 154: 418-426. 10.1093/aje/154.5.418.CrossRefPubMed Wilsgaard T, Jacobsen BK, Schirmer H, Thune I, Lochen ML, Njolstad I, Arnesen E: Tracking of cardiovascular risk factors: the Tromso study, 1979-1995. Am J Epidemiol. 2001, 154: 418-426. 10.1093/aje/154.5.418.CrossRefPubMed
6.
go back to reference Lee SA, Wen W, Xiang YB, Fazio S, Linton MF, Cai Q, Liu D, Zheng W, Shu XO: Stability and reliability of plasma level of lipid biomarkers and their correlation with dietary fat intake. Dis Markers. 2008, 24: 73-79.CrossRefPubMedPubMedCentral Lee SA, Wen W, Xiang YB, Fazio S, Linton MF, Cai Q, Liu D, Zheng W, Shu XO: Stability and reliability of plasma level of lipid biomarkers and their correlation with dietary fat intake. Dis Markers. 2008, 24: 73-79.CrossRefPubMedPubMedCentral
7.
go back to reference Tirosh A, Rudich A, Shochat T, Tekes-Manova D, Israeli E, Henkin Y, Kochba I, Shai I: Changes in triglyceride levels and risk for coronary heart disease in young men. Ann Intern Med. 2007, 147: 377-385.CrossRefPubMed Tirosh A, Rudich A, Shochat T, Tekes-Manova D, Israeli E, Henkin Y, Kochba I, Shai I: Changes in triglyceride levels and risk for coronary heart disease in young men. Ann Intern Med. 2007, 147: 377-385.CrossRefPubMed
8.
go back to reference Ulmer H, Kelleher C, Diem G, Concin H: Long-term tracking of cardiovascular risk factors among men and women in a large population-based health system: the Vorarlberg Health Monitoring & Promotion Programme. Eur Heart J. 2003, 24: 1004-1013. 10.1016/S0195-668X(03)00170-2.CrossRefPubMed Ulmer H, Kelleher C, Diem G, Concin H: Long-term tracking of cardiovascular risk factors among men and women in a large population-based health system: the Vorarlberg Health Monitoring & Promotion Programme. Eur Heart J. 2003, 24: 1004-1013. 10.1016/S0195-668X(03)00170-2.CrossRefPubMed
9.
go back to reference Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart JC, James WP, Loria CM, Smith SC: Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation. 2009, 120: 1640-1645. 10.1161/CIRCULATIONAHA.109.192644.CrossRefPubMed Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart JC, James WP, Loria CM, Smith SC: Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation. 2009, 120: 1640-1645. 10.1161/CIRCULATIONAHA.109.192644.CrossRefPubMed
10.
go back to reference Alberti KG, Zimmet P, Shaw J: The metabolic syndrome--a new worldwide definition. Lancet. 2005, 366: 1059-1062. 10.1016/S0140-6736(05)67402-8.CrossRefPubMed Alberti KG, Zimmet P, Shaw J: The metabolic syndrome--a new worldwide definition. Lancet. 2005, 366: 1059-1062. 10.1016/S0140-6736(05)67402-8.CrossRefPubMed
11.
go back to reference Grundy SM, Cleeman JI, Daniels SR, Donato KA, Eckel RH, Franklin BA, Gordon DJ, Krauss RM, Savage PJ, Smith SC, Spertus JA, Costa F: Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation. 2005, 112: 2735-2752. 10.1161/CIRCULATIONAHA.105.169404.CrossRefPubMed Grundy SM, Cleeman JI, Daniels SR, Donato KA, Eckel RH, Franklin BA, Gordon DJ, Krauss RM, Savage PJ, Smith SC, Spertus JA, Costa F: Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation. 2005, 112: 2735-2752. 10.1161/CIRCULATIONAHA.105.169404.CrossRefPubMed
12.
go back to reference Bansal S, Buring JE, Rifai N, Mora S, Sacks FM, Ridker PM: Fasting compared with nonfasting triglycerides and risk of cardiovascular events in women. JAMA. 2007, 298: 309-316. 10.1001/jama.298.3.309.CrossRefPubMed Bansal S, Buring JE, Rifai N, Mora S, Sacks FM, Ridker PM: Fasting compared with nonfasting triglycerides and risk of cardiovascular events in women. JAMA. 2007, 298: 309-316. 10.1001/jama.298.3.309.CrossRefPubMed
13.
go back to reference Nordestgaard BG, Benn M, Schnohr P, Tybjaerg-Hansen A: Nonfasting triglycerides and risk of myocardial infarction, ischemic heart disease, and death in men and women. JAMA. 2007, 298: 299-308. 10.1001/jama.298.3.299.CrossRefPubMed Nordestgaard BG, Benn M, Schnohr P, Tybjaerg-Hansen A: Nonfasting triglycerides and risk of myocardial infarction, ischemic heart disease, and death in men and women. JAMA. 2007, 298: 299-308. 10.1001/jama.298.3.299.CrossRefPubMed
14.
go back to reference Hu G, Lindstrom J, Jousilahti P, Peltonen M, Sjoberg L, Kaaja R, Sundvall J, Tuomilehto J: The increasing prevalence of metabolic syndrome among Finnish men and women over a decade. J Clin Endocrinol Metab. 2008, 93: 832-836.CrossRefPubMed Hu G, Lindstrom J, Jousilahti P, Peltonen M, Sjoberg L, Kaaja R, Sundvall J, Tuomilehto J: The increasing prevalence of metabolic syndrome among Finnish men and women over a decade. J Clin Endocrinol Metab. 2008, 93: 832-836.CrossRefPubMed
15.
go back to reference Sundvall J, Laatikainen T, Hakala S, Leiviska J, Alfthan G: Systematic error of serum triglyceride measurements during three decades and the effect of fasting on serum triglycerides in population studies. Clin Chim Acta. 2008, 397: 55-59. 10.1016/j.cca.2008.07.015.CrossRefPubMed Sundvall J, Laatikainen T, Hakala S, Leiviska J, Alfthan G: Systematic error of serum triglyceride measurements during three decades and the effect of fasting on serum triglycerides in population studies. Clin Chim Acta. 2008, 397: 55-59. 10.1016/j.cca.2008.07.015.CrossRefPubMed
16.
go back to reference Friedewald WT, Levy RI, Fredrickson DS: Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem. 1972, 18: 499-502.PubMed Friedewald WT, Levy RI, Fredrickson DS: Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem. 1972, 18: 499-502.PubMed
17.
go back to reference Bland JM, Altman DG: Measuring agreement in method comparison studies. Stat Methods Med Res. 1999, 8: 135-160. 10.1191/096228099673819272.CrossRefPubMed Bland JM, Altman DG: Measuring agreement in method comparison studies. Stat Methods Med Res. 1999, 8: 135-160. 10.1191/096228099673819272.CrossRefPubMed
18.
go back to reference Smith SJ, Cooper GR, Myers GL, Sampson EJ: Biological variability in concentrations of serum lipids: sources of variation among results from published studies and composite predicted values. Clin Chem. 1993, 39: 1012-1022.PubMed Smith SJ, Cooper GR, Myers GL, Sampson EJ: Biological variability in concentrations of serum lipids: sources of variation among results from published studies and composite predicted values. Clin Chem. 1993, 39: 1012-1022.PubMed
19.
go back to reference Sundvall J, Leiviska J, Alfthan G, Vartiainen E: Serum cholesterol during 27 years: assessment of systematic error and affecting factors and their role in interpreting population trends. Clin Chim Acta. 2007, 378: 93-98. 10.1016/j.cca.2006.10.021.CrossRefPubMed Sundvall J, Leiviska J, Alfthan G, Vartiainen E: Serum cholesterol during 27 years: assessment of systematic error and affecting factors and their role in interpreting population trends. Clin Chim Acta. 2007, 378: 93-98. 10.1016/j.cca.2006.10.021.CrossRefPubMed
20.
go back to reference Sarwar N, Danesh J, Eiriksdottir G, Sigurdsson G, Wareham N, Bingham S, Boekholdt SM, Khaw KT, Gudnason V: Triglycerides and the risk of coronary heart disease: 10,158 incident cases among 262,525 participants in 29 Western prospective studies. Circulation. 2007, 115: 450-458. 10.1161/CIRCULATIONAHA.106.637793.CrossRefPubMed Sarwar N, Danesh J, Eiriksdottir G, Sigurdsson G, Wareham N, Bingham S, Boekholdt SM, Khaw KT, Gudnason V: Triglycerides and the risk of coronary heart disease: 10,158 incident cases among 262,525 participants in 29 Western prospective studies. Circulation. 2007, 115: 450-458. 10.1161/CIRCULATIONAHA.106.637793.CrossRefPubMed
21.
go back to reference Sarwar N, Sandhu MS, Ricketts SL, Butterworth AS, Di Angelantonio E, Boekholdt SM, Ouwehand W, Watkins H, Samani NJ, Saleheen D, Lawlor D, Reilly MP, Hingorani AD, Talmud PJ, Danesh J: Triglyceride-mediated pathways and coronary disease: collaborative analysis of 101 studies. Lancet. 2010, 375: 1634-1639.CrossRefPubMed Sarwar N, Sandhu MS, Ricketts SL, Butterworth AS, Di Angelantonio E, Boekholdt SM, Ouwehand W, Watkins H, Samani NJ, Saleheen D, Lawlor D, Reilly MP, Hingorani AD, Talmud PJ, Danesh J: Triglyceride-mediated pathways and coronary disease: collaborative analysis of 101 studies. Lancet. 2010, 375: 1634-1639.CrossRefPubMed
22.
go back to reference Stehouwer CD, Weijenberg MP, van den Berg M, Jakobs C, Feskens EJ, Kromhout D: Serum homocysteine and risk of coronary heart disease and cerebrovascular disease in elderly men: a 10-year follow-up. Arterioscler Thromb Vasc Biol. 1998, 18: 1895-1901.CrossRefPubMed Stehouwer CD, Weijenberg MP, van den Berg M, Jakobs C, Feskens EJ, Kromhout D: Serum homocysteine and risk of coronary heart disease and cerebrovascular disease in elderly men: a 10-year follow-up. Arterioscler Thromb Vasc Biol. 1998, 18: 1895-1901.CrossRefPubMed
23.
go back to reference Nazir DJ, Roberts RS, Hill SA, McQueen MJ: Monthly intra-individual variation in lipids over a 1-year period in 22 normal subjects. Clin Biochem. 1999, 32: 381-389. 10.1016/S0009-9120(99)00030-2.CrossRefPubMed Nazir DJ, Roberts RS, Hill SA, McQueen MJ: Monthly intra-individual variation in lipids over a 1-year period in 22 normal subjects. Clin Biochem. 1999, 32: 381-389. 10.1016/S0009-9120(99)00030-2.CrossRefPubMed
24.
go back to reference Marniemi J, Maki J, Maatela J, Jarvisalo J, Impivaara O: Poor applicability of the Friedewald formula in the assessment of serum LDL cholesterol for clinical purposes. Clin Biochem. 1995, 28: 285-289. 10.1016/0009-9120(94)00095-D.CrossRefPubMed Marniemi J, Maki J, Maatela J, Jarvisalo J, Impivaara O: Poor applicability of the Friedewald formula in the assessment of serum LDL cholesterol for clinical purposes. Clin Biochem. 1995, 28: 285-289. 10.1016/0009-9120(94)00095-D.CrossRefPubMed
25.
go back to reference Miller WG, Myers GL, Sakurabayashi I, Bachmann LM, Caudill SP, Dziekonski A, Edwards S, Kimberly MM, Korzun WJ, Leary ET, Nakajima K, Nakamura M, Nilsson G, Shamburek RD, Vetrovec GW, Warnick GR, Remaley AT: Seven direct methods for measuring HDL and LDL cholesterol compared with ultracentrifugation reference measurement procedures. Clin Chem. 2010, 56: 977-986. 10.1373/clinchem.2009.142810.CrossRefPubMedPubMedCentral Miller WG, Myers GL, Sakurabayashi I, Bachmann LM, Caudill SP, Dziekonski A, Edwards S, Kimberly MM, Korzun WJ, Leary ET, Nakajima K, Nakamura M, Nilsson G, Shamburek RD, Vetrovec GW, Warnick GR, Remaley AT: Seven direct methods for measuring HDL and LDL cholesterol compared with ultracentrifugation reference measurement procedures. Clin Chem. 2010, 56: 977-986. 10.1373/clinchem.2009.142810.CrossRefPubMedPubMedCentral
26.
go back to reference Brunzell JD, Davidson M, Furberg CD, Goldberg RB, Howard BV, Stein JH, Witztum JL: Lipoprotein management in patients with cardiometabolic risk: consensus conference report from the American Diabetes Association and the American College of Cardiology Foundation. J Am Coll Cardiol. 2008, 51: 1512-1524. 10.1016/j.jacc.2008.02.034.CrossRefPubMed Brunzell JD, Davidson M, Furberg CD, Goldberg RB, Howard BV, Stein JH, Witztum JL: Lipoprotein management in patients with cardiometabolic risk: consensus conference report from the American Diabetes Association and the American College of Cardiology Foundation. J Am Coll Cardiol. 2008, 51: 1512-1524. 10.1016/j.jacc.2008.02.034.CrossRefPubMed
27.
go back to reference Contois JH, McConnell JP, Sethi AA, Csako G, Devaraj S, Hoefner DM, Warnick GR: Apolipoprotein B and cardiovascular disease risk: position statement from the AACC Lipoproteins and Vascular Diseases Division Working Group on Best Practices. Clin Chem. 2009, 55: 407-419. 10.1373/clinchem.2008.118356.CrossRefPubMed Contois JH, McConnell JP, Sethi AA, Csako G, Devaraj S, Hoefner DM, Warnick GR: Apolipoprotein B and cardiovascular disease risk: position statement from the AACC Lipoproteins and Vascular Diseases Division Working Group on Best Practices. Clin Chem. 2009, 55: 407-419. 10.1373/clinchem.2008.118356.CrossRefPubMed
Metadata
Title
The use of fasting vs. non-fasting triglyceride concentration for estimating the prevalence of high LDL-cholesterol and metabolic syndrome in population surveys
Authors
Jouko Sundvall
Jaana Leiviskä
Tiina Laatikainen
Markku Peltonen
Veikko Salomaa
Mauno Vanhala
Eeva Korpi-Hyövälti
Jukka Lauronen
Georg Alfthan
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Medical Research Methodology / Issue 1/2011
Electronic ISSN: 1471-2288
DOI
https://doi.org/10.1186/1471-2288-11-63

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