Publications by authors named "Min-Koo Park"

Article Synopsis
  • The study highlights the variable progression of Alzheimer's disease (AD), emphasizing the importance of early detection, especially in mild cognitive impairment (MCI) cases.
  • Machine learning models were used to analyze gene expression data from different stages of AD, successfully identifying biomarkers that differentiate MCI from cognitively unimpaired individuals and predict progression to AD.
  • The research underscores the potential of combining machine learning with transcriptomic data to create new diagnostic tools and treatments to delay or prevent AD, calling for further validation of the findings in larger studies.
View Article and Find Full Text PDF

The increasing burden of Alzheimer's disease (AD) emphasizes the need for effective diagnostic and therapeutic strategies. Despite available treatments targeting amyloid beta (Aβ) plaques, disease-modifying therapies remain elusive. Early detection of mild cognitive impairment (MCI) patients at risk for AD conversion is crucial, especially with anti-Aβ therapy.

View Article and Find Full Text PDF

Early diagnosis of lung cancer to increase the survival rate, which is currently at a low range of mid-30%, remains a critical need. Despite this, multi-omics data have rarely been applied to non-small-cell lung cancer (NSCLC) diagnosis. We developed a multi-omics data-affinitive artificial intelligence algorithm based on the graph convolutional network that integrates mRNA expression, DNA methylation, and DNA sequencing data.

View Article and Find Full Text PDF

Introduction: The liquid biopsy approach, a less-invasive diagnostic tool, enables the detection of disease-specific genetic and epigenetic aberrations. Approximately 66-69% of the human genome may be composed of transposable repetitive elements, including Alu and LINE-1. This study aimed to investigate whether Alu-derived cell-free DNA (cfDNA) concentrations, Alu index, and LINE-1 methylation could be used to distinguish patients with cancers from healthy individuals.

View Article and Find Full Text PDF

N-diethylnitrosamine (DEN), a well-known carcinogen, not only induces excessive reactive oxygen species but also suppresses DNA methylation. This study investigated the effect of fermented rice bran (FRB) treatment on DEN-induced oxidative stress through DNA methylation and telomere length analysis. To evaluate the potential protective role of FRB in oxidative stress, two different doses of FRB, DEN, and their combination were administered to mice that were preadapted or not to FRB.

View Article and Find Full Text PDF

Epigenetic dysregulation has been known to be involved in neurodegenerative diseases, including amnestic mild cognitive impairment (MCI). The aim of this study was to investigate the genome-wide DNA methylation analysis, in order to identify epigenetic dysregulation in blood from patients with MCI. Here, we investigated whether epigenetic dysregulation in MCI and whether such an aberration could be detected in blood circulation.

View Article and Find Full Text PDF

The objective of this study was to determine the effect of ionizing radiation (IR) exposure of parents on carcinogenesis of the next generation focusing on the epigenetic perspective to clarify the relationship between radiation dose and carcinogenesis in F1 generation SD rats. F1 generations from pregnant rats (F0) who were exposed to gamma rays were divided into three groups according to the dose of radiation: 10 rad, 30 rad, and untreated. They were intraperitoneally injected with 50 mg/kg of diethylnitrosamine (DEN).

View Article and Find Full Text PDF

Purpose: The aim of this study is to determine whether levels of circulating free DNA (cfDNA) increase according to cancer progression, whether they are restored after surgical resection, and to evaluate cfDNA in gastric cancer patients as a useful biomarker.

Methods: A case-control study design was used. Thirty gastric cancer patients and 34 healthy subjects were enrolled from two hospitals in South Korea.

View Article and Find Full Text PDF