Publications by authors named "Minsun Kwak"

Article Synopsis
  • The study focuses on developing machine learning models to noninvasively assess advanced fibrosis and cirrhosis in patients with chronic hepatitis B (CHB) and hepatic steatosis (HS).
  • Researchers enrolled treatment-naive CHB patients who underwent liver biopsies and compared the performance of six ML models to traditional fibrosis assessment methods using statistical analysis.
  • The random forest models demonstrated high accuracy (AUROC scores around 0.778-0.828) in both training and validation cohorts, outperforming existing methods and showing promise as reliable diagnostic tools for this patient population.
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Background And Aims: A new term, metabolic dysfunction-associated steatotic liver disease (MASLD), has been proposed by a multi-society expert panel. However, it remains unclear whether hepatic steatosis per se in MASLD contributes to an increased risk of mortality in individuals with any cardio-metabolic risk factor (CMRF), which is also a significant risk factor for increased mortality. This study aimed to compare all-cause and cause-specific mortality between the "MASLD/MetALD" and "no steatotic liver disease (SLD)" groups in individuals with any CMRF.

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Article Synopsis
  • - Genome-wide association studies identified genetic variants linked to nonalcoholic fatty liver disease (NAFLD), leading to the introduction of metabolic dysfunction-associated fatty liver disease (MAFLD) to better emphasize metabolic issues.
  • - A study involving 2,282 MAFLD subjects and 4,669 controls from a Korean population revealed significant associations between specific single-nucleotide polymorphisms (SNPs) in the PNPLA3 and GATAD2A genes with MAFLD and its subtypes.
  • - The findings highlighted that SNPs rs738409 and rs3810622 in PNPLA3 were notably linked to different MAFLD categories, including overweight/obese-MAFLD and metabolic dysfunction
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Background: It has not been clarified whether physical activity (PA) has more benefit in terms of health outcomes, including mortality risk, among those with metabolic syndrome (MS) compared to those without. Therefore, the aim of this study is to elucidate whether regular PA has interaction with MS on health outcomes.

Methods: Participants with no underlying cardiovascular diseases who underwent national health screening in 2009 were included.

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Background And Aims: Insufficient validation limits the generalizability of deep learning in diagnosing Helicobacter pylori infection with endoscopic images. The aim of this study was to develop a deep learning model for the diagnosis of H pylori infection using endoscopic images and validate the model with internal and external datasets.

Methods: A convolutional neural network (CNN) model was developed based on a training dataset comprising 13,403 endoscopic images from 952 patients who underwent endoscopy at Seoul National University Hospital Gangnam Center.

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Background: Metabolic (dysfunction)-associated fatty liver disease (MAFLD) emphasizes the metabolic dysfunction in nonalcoholic fatty liver disease (NAFLD). Although the relationship between low muscle mass and NAFLD has been suggested, the effect of MAFLD on low muscle mass is yet to be investigated. In this study, we examined the relationship between MAFLD and low muscle mass in an asymptomatic Korean population.

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Nonalcoholic fatty liver disease (NAFLD) is increasing worldwide, highlighting the importance of early and accurate detection and the appropriate management of NAFLD. However, ultrasonography (US) is not included in many mass screening programs, and people have limited access to it. The aim of this study is to validate the fatty liver index (FLI) and investigate the optimal cutoff value for predicting NAFLD in an asymptomatic population.

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Article Synopsis
  • The study aimed to explore the link between Helicobacter pylori (Hp) infection and nonalcoholic fatty liver disease (NAFLD) using a controlled attenuation parameter (CAP) in a retrospective cohort of healthy individuals.
  • Out of 1,784 subjects, 39.7% tested positive for Hp, but multivariate analysis revealed no significant association between Hp positivity and NAFLD; instead, obesity, high triglyceride levels, and elevated liver stiffness were robust risk factors for NAFLD.
  • However, the study found that serum HDL cholesterol levels were significantly lower in individuals with Hp positivity, regardless of NAFLD status, suggesting a negative correlation that warrants further investigation.
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Aims: Continuing physical activity (PA) and maintaining body weight are tightly intertwined; however, no study investigated whether these two factors have interactions in terms of the mortality. The aim of this study is to elucidate whether continuing regular PA and maintaining body weight have interactions in terms of all-cause mortality risk.

Methods And Results: Participants with health screening from both 2009 and 2011 without underlying cancer or cardiovascular disease were included.

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Unlabelled: Nonalcoholic fatty liver disease (NAFLD) is the most common cause of liver disease associated with various metabolic disorders. Metabolic dysfunction-associated fatty liver disease (MAFLD) emphasizes metabolic dysfunction in NAFLD. Although the relationship between NAFLD and colorectal adenomas has been suggested, the effect of MAFLD on colorectal adenoma has yet to be investigated.

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Background: There is still controversy about the association between nonalcoholic fatty liver disease (NAFLD) and bone mineral density (BMD). The aim of this study was to clarify the association between NAFLD and the decline in BMD in healthcare examinees.

Methods: Participants who underwent regular health check-ups with BMD and hepatic ultrasonography from 2006 to 2015 with more than one follow-up until 2020 were included.

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Article Synopsis
  • The study examines the link between low muscle mass and nonalcoholic fatty liver disease (NAFLD) using controlled attenuation parameter (CAP) as a measurement tool.
  • Out of 960 subjects assessed, a significant portion had low muscle mass, and the results showed that hepatic steatosis (fat buildup in the liver) was linked to low muscle mass, with stronger associations for higher levels of steatosis.
  • The findings highlight that those with NAFLD should be closely monitored for low muscle mass, indicating a potential need for integrated health assessments in these patients.
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Objective: Waist circumference (WC) is a widely accepted anthropometric parameter of central obesity. We investigated a fully automated body segmentation algorithm for measuring WC on abdominal computed tomography (CT) in comparison to manual WC measurements (WC-manual) and evaluated the performance of CT-measured WC for identifying overweight/obesity.

Materials And Methods: This retrospective study included consecutive adults who underwent both abdominal CT scans and manual WC measurements at a health check-up between January 2013 and November 2019.

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Weight loss, the most established therapy for nonalcoholic fatty liver disease (NAFLD), is frequently followed by weight regain and fluctuation. The aim of this study was to investigate whether body weight change and variability were independent risk factors for incident NAFLD. We conducted a longitudinal cohort study.

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Background: An association between nonalcoholic fatty liver disease (NAFLD) and low vitamin D levels has been suggested. We investigated the relationship between vitamin D and NAFLD assessed by controlled attenuation parameter (CAP).

Methods: We conducted a retrospective cohort study of apparently healthy subjects who underwent Fibroscan during health screening tests.

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Objective: Hypertension, diabetes mellitus and physical inactivity can cause cardiovascular complications or premature death. However, it has not been clarified whether those major comorbidities and physical activity interact in affecting health outcomes. The aim of this study is to evaluate the potential interaction between temporal physical activity profiles and hypertension or diabetes mellitus on the risk for all-cause mortality.

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Background & Aims: Antiviral treatment criteria are based on disease progression risk, and hepatocellular carcinoma (HCC) surveillance recommendations for patients with chronic hepatitis B (CHB) without cirrhosis is based on an annual incidence threshold of 0.2%. However, accurate and precise disease progression estimate data are limited.

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Article Synopsis
  • The study examined the effect of a year-long training program called Gangnam-READI on the detection rates of adenomas (ADRs) and sessile serrated lesions (SDRs) in 15 gastroenterologists.* -
  • After training, there was no significant change in overall ADR but a noticeable decrease in variability among endoscopists' ADRs, while SDRs significantly increased during and after the training period.* -
  • The findings suggest that comprehensive training in optical diagnosis improves SDR detection rates among expert endoscopists, supporting the effectiveness of the WASP classification system.*
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Aims: Non-alcoholic fatty liver disease (NAFLD) has a dynamic disease course, therefore repeated measurements of NAFLD status could have benefits rather than single one. The aim of this study was to investigate the effects of persistent NAFLD on the incidence of myocardial infarction (MI) and stroke and all-cause mortality by using repeated measurement of fatty liver index (FLI).

Methods: About 3 million subjects who had undergone the health screening four times from 2009 until 2013 were included.

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Article Synopsis
  • The study examines the connection between nonalcoholic fatty liver disease (NAFLD) and mood disorders, specifically depression and anxiety, in a Korean population.
  • It involved 25,333 participants undergoing health check-ups, with findings indicating a 30.9% prevalence of NAFLD among them.
  • Results showed that women with NAFLD had a higher likelihood of experiencing depression and anxiety, especially as the severity of liver fat increases.
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Background: The association between elevated γ-glutamyltransferase (GGT) at a certain point and incident cancer has been suggested; however, no study has evaluated the association between repeatedly elevated GGT and cancer incidence.

Aim: To investigate the effects of repeatedly elevated GGT on the incidence of digestive cancers.

Methods: Participants who had undergone health screening from 2009 to 2012 and 4 consecutive previous examinations were enrolled.

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Background: Increasing hepatitis-related mortality has reignited interest to fulfill the World Health Organization's goal of viral hepatitis elimination by 2030. However, economic barriers have enabled only 28% of countries to implement countermeasures. Given the high disease burden among Asians, we aimed to present age, sex, disease activity and treatment-specific annual progression rates among Asian chronic hepatitis B (CHB) patients to inform health economic modeling efforts and cost-effective public health interventions.

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