Changes in nonalcoholic fatty liver disease and M2BPGi due to lifestyle intervention in primary healthcare
PLOS ONE
RESEARCH ARTICLE
Changes in nonalcoholic fatty liver disease
and M2BPGi due to lifestyle intervention in
primary healthcare
Eun-Hee Nah ID1*, Yong Jun Choi1, Seon Cho2, Hyeran Park2, Suyoung Kim2,
Eunjoo Kwon2, Han-Ik Cho3
1 Department of Laboratory Medicine, Chonnam National University Hwasun Hospital, Hwasun, South
Korea, 2 Health Promotion Research Institute, Korea Association of Health Promotion, Seoul, South Korea,
3 MEDIcheck LAB, Korea Association of Health Promotion, Seoul, South Korea
*
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OPEN ACCESS
Citation: Nah E-H, Choi YJ, Cho S, Park H, Kim S,
Kwon E, et al. (2024) Changes in nonalcoholic fatty
liver disease and M2BPGi due to lifestyle
intervention in primary healthcare. PLoS ONE
19(2): e0298151. https://doi.org/10.1371/journal.
pone.0298151
Editor: Jee-Fu Huang, Kaohsiung Medical
University Hospital, TAIWAN
Received: September 4, 2023
Accepted: January 6, 2024
Published: February 29, 2024
Copyright: © 2024 Nah et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: All relevant data are
within the manuscript and its Supporting
Information files.
Funding: The authors received no specific funding
for this work.
Competing interests: The authors have declared
that no competing interests exist.
Abstract
Background
A healthy lifestyle is the most important method for managing nonalcoholic fatty liver disease (NAFLD). Mac-2-binding protein glycosylated isomer (M2BPGi) has been suggested
as a biomarker for NAFLD. This study aimed to determine the efficacy of personalized lifestyle interventions on NAFLD remission.
Methods
This single-arm intervention study recruited participants with NAFLD who underwent health
checkups at seven health-promotion centers in five South Korean cities. Fatty liver diagnosis was based on ultrasonography (US). The 109 individuals were recruited for personalized
lifestyle interventions of hypocaloric diets and exercise. The participants attended the lifestyle intervention programs once per month for the first 3 months, and once every 3 months
for the subsequent 6 months. In addition to sessions through center visits, phone-based
intervention and self-monitoring at 4-, 5-, 7-, and 8-month were provided during the 9-month
intervention period. And phone-based self-monitoring were also provided monthly during
the 3-month follow-up period. The primary outcome was NAFLD remission at month 12 as
measured on US and magnetic resonance elastography. The secondary outcomes were
the changes in metabolic factors and M2BPGi.
Results
The 108 individuals (62 males and 46 females; age 51.1±12.4 years, mean±standard deviation) were finally analyzed after the 12month intervention. Body mass index, waist circumference (WC), blood pressure, blood lipids (total cholesterol, triglycerides, and HDL-C), and
fasting blood sugar levels were improved relative to baseline (all P<0.05). Fatty liver at or
above the moderate grade according to US was decreased at month 12 relative to baseline
(67.6% vs 50.9%) (P = 0.002). M2BPGi levels decreased during the 12-month study period
(P<0.001). M2BPGi levels were moderately correlated with hepatic fat fraction by magnetic
resonance imaging (r = 0.33, P = 0.05). WC (OR = 0.82, 95% CI = 0.67–1.00, P = 0.05) and
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Changes in NAFLD and M2BPGi due to lifestyle intervention
HDL-C (OR = 1.17, 95% CI = 1.03–1.32, P = 0.014) were associated with remission of fatty
liver in the multivariate analysis.
Conclusion
The personalized lifestyle intervention was effective in improving fatty liver and metabolic
factors, but not hepatic stiffness, in NAFLD.
Trial registration
ICTRP, cris.nih.go.kr (KCT0006380).
Introduction
The increasing prevalence of obesity and diabetes is resulting in nonalcoholic fatty liver disease
(NAFLD) also becoming increasingly prevalent. Approximately 25% of the worldwide population was estimated to have NAFLD [1], affecting 60% of patients with diabetes [2] and 90% of
people with obesity [3]. The spectrum of NAFLD ranges from simple steatosis to nonalcoholic
steatohepatitis (NASH). Patients with NAFLD, and especially those with NASH, may eventually progress to fibrosis, leading to cirrhosis and hepatocellular carcinoma. The fibrosis stage
of liver disease is known to be associated with the long-term outcomes in individuals with
NAFLD [4, 5].
NAFLD development is related to lifestyle factors such as a high-calorie diet with reduced
physical activity and exercise. Effectively treating NASH is required to interrupt the disease
progression [6]. Lifestyle changes that focus on weight loss remain the cornerstone of NASH
treatment [7]. Lifestyle interventions combined with a 10% decrease in body weight may
improve the states of steatosis, inflammation, and even fibrosis [8]. Recent studies were conducted at a tertiary medical center and expert centers [8, 9]. Some studies used interventions
that involved tightly controlled diets over short periods ranging several weeks to months [10–
12]. However, it is unlikely that participants can adhere to such diets for a long time to achieve
NAFLD remission, and hence a community-based lifestyle modification program that could
be applied in primary healthcare centers is needed.
Imaging technologies such as ultrasonography (US), magnetic resonance imaging (MRI),
and transient elastography have also been widely used for the assessment of liver steatosis and
stiffness. Magnetic resonance elastography (MRE) has been demonstrated to show high diagnostic accuracy for liver fibrosis [13, 14]. An MRI-based technique of measuring the protondensity fat fraction (PDFF) was developed to measure the hepatic fat level. This technique can
accurately measure the fat levels of all hepatic areas [15, 16]. However, considering its cost and
need for MRI equipment, it is inappropriate to apply these techniques to periodic follow-ups of
the degree of hepatic fat and fibrosis in individuals with NAFLD in primary healthcare. Therefore, simple, reliable, and noninvasive biomarkers also need to be identified for assessing the
change in hepatic steatosis and fibrosis in NAFLD. This study aimed to determine the efficacy
of personalized lifestyle interventions on NAFLD remission, and on the improvement of metabolic factors and Mac-2-binding protein glycosylated isomer (M2BPGi) in primary healthcare.
Materials and methods
Study design and participants
This single-arm intervention study had a prospective multicenter design. Participants were
recruited from among health examinees who underwent health checkups at seven health-
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