Associations of LDL Cholesterol, Non-HDL Cholesterol, and Apolipoprotein B With Cardiovascular Disease Occurrence in Adults: Korean Genome and Epidemiology Study.
Original Article
Clinical Chemistry
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Ann Lab Med 2023;43:237-243
https://doi.org/10.3343/alm.2023.43.3.237
ISSN 2234-3806 • eISSN 2234-3814
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Associations of LDL Cholesterol, Non-HDL Cholesterol,
and Apolipoprotein B With Cardiovascular Disease
Occurrence in Adults: Korean Genome and
Epidemiology Study
Shin Young Yun , M.D., John Hoon Rim , M.D., Hyein Kang , M.D., Sang-Guk Lee , M.D., and Jong-Baeck Lim , M.D.
Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Korea
Background: Despite the superiority of non-HDL cholesterol (non-HDL-C) and apolipoprotein B (ApoB) as lipid markers for atherosclerotic cardiovascular disease (ASCVD), these
are only suitable as secondary markers. We compared LDL cholesterol (LDL-C), non-HDLC, and ApoB concentrations with respect to the occurrence of cardiovascular disease in
adults enrolled in the Korean Genome and Epidemiology Study (KoGES).
Methods: We used information on age; sex; medical history; family history of ASCVD; current lipid-lowering therapy; current smoking status; and creatinine, total cholesterol, HDLC, LDL-C, triglyceride, and ApoB concentrations from 5,872 KoGES participants without
ASCVD. New ASCVD development was monitored during the 8-year follow-up period. Adjusted hazard ratios (aHRs) for ASCVD of LDL-C, non-HDL-C, and ApoB concentrations
were calculated based on the multivariate Cox regression analyses. The participants were
also grouped as low and high according to the median values for each lipid marker, and
calculated aHRs of each group combined by two lipid makers.
Received: April 23, 2022
Revision received: September 11, 2022
Accepted: November 2, 2022
Corresponding author:
Sang-Guk Lee, M.D., Ph.D.
Department of Laboratory Medicine,
Severance Hospital, Yonsei University
College of Medicine, 50-1 Yonsei-ro,
Seodaemun-gu, Seoul 03722, Korea
Tel: +82-2-2228-2455
Fax: +82-2-2364-1583
E-mail:
Results: ApoB showed the highest aHR per 1-SD for ASCVD (1.26; 95% confidence interval [CI], 1.11–1.43), followed by non-HDL-C (1.25; 95% CI, 1.11–1.41) and LDL-C
(1.20; 95% CI, 1.06–1.37). The group with low LDL-C and high ApoB concentrations had
a significantly higher aHR for ASCVD (1.61; 95% CI, 1.05–2.48) compared to the reference group values (low LDL-C and low ApoB concentrations). The aHR for the group with
high LDL-C and low ApoB concentrations was not significant (1.30; 95% CI, 0.79–2.16).
Conclusions: ApoB, non-HDL-C, and LDL-C are independent risk factors for ASCVD. Increases in the aHR per 1-SD for ASCVD were more strongly affected by ApoB, followed by
non-HDL-C and LDL-C. Participants with low LDL-C and high ApoB concentrations showed
increased ASCVD risk. For individuals with ASCVD risk factors, even those presenting normal LDL-C concentrations, measuring ApoB concentrations can provide useful information for better evaluation of ASCVD risk.
Key Words: Atherosclerosis, LDL, Cholesterol, Apolipoprotein B
INTRODUCTION
The relationship between cholesterol concentration and atherosclerotic cardiovascular disease (ASCVD) has been studied for
https://doi.org/10.3343/alm.2023.43.3.237
© Korean Society for Laboratory Medicine
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several years. LDL, the dominant form of cholesterol, is considered an important risk factor for ASCVD. However, the risk of
ASCVD remains even after lowering LDL cholesterol (LDL-C) to a
normal concentration [1-3]. Other forms of cholesterol are asso-
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Yun SY, et al.
Comparison of three lipid markers for ASCVD risk
ciated with ASCVD, which are included in current global cholesterol guidelines [4, 5]. This increased the importance of nonHDL cholesterol (non-HDL-C) and apolipoprotein B (ApoB). NonHDL-C concentrations are calculated by subtracting the concentration of HDL-C from that of total cholesterol, comprising very
low-density lipoprotein cholesterol (VLDL-C), intermediate-density lipoprotein cholesterol (IDL-C), remnant particles, lipoprotein (a) [Lp (a)], and LDL-C [6]. Not only LDL-C, all of them is
known to play an important role in the atherosclerosis evolution.
ApoB is the main protein found in VLDL-C, IDL-C, LDL-C, and
Lp (a). Each of these lipoprotein particles includes a single ApoB
protein; thus, measurement of ApoB concentrations indicates
the number of ApoB-containing lipoproteins [7].
In most individuals, LDL-C, non-HDL-C, and ApoB concentrations correlate well; however, there is some discordance in individuals with hypertriglyceridemia, diabetes mellitus (DM), and
metabolic syndrome [8]. Non-HDL-C and ApoB will increase
with more cholesterol other than LDL-C, and ApoB will increase
when the number of particles is high even if the cholesterol level
is normal. However, discordance analysis has consistently shown
that ASCVD risk follows lipid particle number and its surrogates
rather than lipid cholesterol concentration [8]. It is known that
the patients with DM are seemed to have smaller and more LDL
particles than the other patients although LDL-C is not increased
[9], which means higher ApoB concentration in the DM patients.
According to 2019 ESC/ECS guidelines, ApoB, more than nonHDL-C, is recommended for risk assessment, particularly in people with high triglyceride levels, DM, obesity, or very low LDL-C
concentrations [5].
Although studies have shown the superiority of non-HDL-C
and ApoB as lipid markers for ASCVD [10-12], they are considered secondary markers [4, 5]. Both are recommended when
LDL-C is very low or only in specific patient groups. In this study,
as primary marker, LDL-C, non-HDL-C, and ApoB concentrations in participants of the Korean Genome and Epidemiology
Study (KoGES) were compared with respect to the risk of cardiovascular disease. To our knowledge, this is the first Korean
prospective cohort study exploring the association between ASCVD and lipid markers, including ApoB.
MATERIALS AND METHODS
Data distribution and selection
Data from KoGES participants from 2001–2002 (baseline) to
2015–2016 (8th follow-up) were used in this study [13]. KoGES
is an ongoing study that tracks patients’ medical history, labora-
238 www.annlabmed.org
KoGES participants
(N = 10,030)
Third follow-up in 2007–2008
(N = 6,688)
Excluded participants (N = 816)
386 for presence of ASCVD 148 for
current lipid-lowering therapy
282 for no follow-up
Eligible participants
(N = 5,872)
Fig. 1. Flow chart of participant selection.
Abbreviation: KoGES, Korean Genome and Epidemiology Study; ASCVD, atherosclerotic cardiovascular disease.
tory tests, and lifestyle every two years. All participants lived in
Ansa (...truncated)