1.Integrated genomics and metabolomics to identify cause-specific biomarkers for chronic kidney disease in a Korean population
Min Woo KANG ; Ji-Eun KIM ; Jihyun KANG ; Seonmi KIM ; JooYong PARK ; Sohyun BAE ; Yon Su KIM ; Ji-Yeob CHOI ; Joo-Youn CHO ; Seung Seok HAN
Kidney Research and Clinical Practice 2026;45(1):50-64
Background:
The heterogeneity of chronic kidney disease (CKD) and fragmented analysis methods hinder the precise identification of novel biomarkers. We addressed this challenge using two independent cohorts to integrate genomics and metabolomics, aiming to identify cause-specific biomarkers for CKD in the Korean population.
Methods:
A longitudinal genome-wide association study using the Cox proportional hazards model was conducted using the Ansan and Ansung cohort. To validate these genomic biomarkers and integrate them with plasma metabolomics biomarkers, we utilized a hospital-based biopsy cohort to identify cause-specific CKD biomarkers. Within the biopsy cohort, we analyzed four disease subsets, including type 2 diabetic kidney disease (DKD), hypertensive nephropathy (HN), immunoglobulin A nephropathy (IgAN), and membranous nephropathy (MN), and compared them with healthy individuals. Significant single nucleotide polymorphisms(SNPs) and metabolites for each CKD subset were identified through logistic regression and correlation-based network analyses. Subsequently, we analyzed the risk of disease progression associated with the identified pairs.
Results:
A total of 448 variants associated with CKD occurrence were identified, with significant differences in several genetic variants and metabolites observed among patients with DKD, HN, IgAN, and MN compared to healthy individuals. Among 36 SNP-metabolite pairs, those involing FOXB1 and ZFP42 were associated with DKD, whereas pairs involving MMRN1 and SYNJ2 were linked to MN. Notably, the rs1025170 variant in FOXB1 and tyrosine pair was correlated with DKD progression.
Conclusion
Integrating genomics and metabolomics across independent cohorts enables the discovery of cause-specific biomarkers for the occurrence and progression of CKD in the Korean population.
2.Impact of obesity on renal function in elderly Korean adults: a national population-based cohort study
Jihyun YANG ; Hui Seung LEE ; Chi-Yeon LIM ; Hyunsuk KIM ; Sungjin CHUNG ; Soon Hyo KWON ; Jang-Hee CHO ; Kyung Don YOO ; Woo Yeong PARK ; In O SUN ; Byung Chul YU ; Gang-Jee KO ; Jae Won YANG ; Won Min HWANG ; Sang Heon SONG ; Sung Joon SHIN ; Yu Ah HONG ; Eunjin BAE ; Young Youl HYUN
Kidney Research and Clinical Practice 2026;45(1):65-76
Background:
Obesity is a well-known risk factor for chronic kidney disease and its progression. However, the impact of obesity on the renal function of the elderly population is uncertain. We investigated the association between obesity and renal outcomes in the elderly.
Methods:
We analyzed 130,504 participants from the Korean National Health Insurance Service-Senior cohort. Obesity was classified according to body mass index (BMI), sex-specific waist circumference (WC), and the presence of metabolic syndrome. The primary outcome was renal function decline, defined as a decline in the estimated glomerular filtration rate (eGFR) of at least 50% from baseline or new-onset end-stage renal disease.
Results:
During a follow-up period of 559,531.1 person-years (median, 4.3 years), 2,486 participants (19.0%; incidence rate of 4.44 per 1,000 person-years) showed renal function decline. A multivariate Cox proportional hazards model revealed that BMI/WC was not associated with renal function decline. However, the group with metabolic syndrome had a significantly increased risk of renal function decline compared to the group without metabolic syndrome (adjusted hazard ratio [HR], 1.24; 95% confidence interval [CI], 1.13–1.36). Compared with the non-metabolic syndrome group, the adjusted HRs (95% CI) for participants with one through five components were 0.96 (0.84–1.11), 1.10 (0.96–1.27), 1.24 (1.06–1.45), 1.37 (1.12–1.66), and 1.99 (1.42–2.79), respectively (p for trend < 0.001).
Conclusion
In elderly Korean adults, metabolic syndrome and the number of its components were associated with a higher risk of renal function decline, but BMI or WC was not significant.
3.Weight fluctuation and incidence of end-stage renal disease in Korea: a nationwide cohort study
Koh-Eun SHIN ; Byoungduck HAN ; Gyu Bae LEE ; Jihyun YOON ; Kyungdo HAN ; Yang-Hyun KIM
Cardiovascular Prevention and Pharmacotherapy 2025;7(2):28-37
Background:
The impact of weight or weight changes on kidney function remains a matter of debate. This study aimed to investigate the association between weight fluctuation and the incidence of end-stage renal disease (ESRD) using data from the Korean National Health Insurance Corporation health checkups (2009–2015).
Methods:
The study included 2,310,667 participants (1,546,749 men and 763,918 women), aged ≥40 years. Weight fluctuation was assessed using the average real variability (ARV) of weight and categorized into quartiles (Q1–Q4). Hazard ratios (HRs) and 95% confidence intervals for ESRD incidence were calculated using multivariable Cox proportional hazards models.
Results:
After adjustment for comorbidities, increased body mass index was associated with a decreased HR for ESRD. The highest quartile of weight variability (ARV Q4) demonstrated a higher probability and HR for ESRD compared to the lower variability quartiles (Q1–Q3). Among men, individuals with sustained weight, and those with weight gain, the ARV Q4 group showed significantly increased HRs for ESRD (HR of 1.372, 1.222, and 1.49, respectively). Furthermore, irrespective of changes in creatinine levels, all ARV Q4 groups exhibited increased HRs for ESRD (HR of 1.342, 1.472, and 1.299, respectively).
Conclusions
High weight fluctuation (ARV Q4) was associated with an increased incidence of ESRD in the general Korean population, with notable significance in men and in groups with sustained or increased weight. Clinically, individuals in the ARV Q4 category should be considered at risk for ESRD, and early interventions should be pursued for this population.
4.Lifestyle interventions for hypertension management in primary care: a narrative review
Byoungduck HAN ; Gyu Bae LEE ; Jihyun YOON ; Yang-Hyun KIM
The Ewha Medical Journal 2025;48(4):e56-
Hypertension is one of the leading chronic diseases globally and a major contributor to cardiovascular morbidity and mortality. Despite advances in pharmacological therapy, medication alone remains limited in achieving optimal control. This review synthesizes recent hypertension management guidelines, including those from the European Society of Cardiology (ESC, 2024), American Heart Association/American College of Cardiology (AHA/ACC, 2025), Taiwan Society of Cardiology/Hypertension Society (2022), and Korean Society of Hypertension (KSH, 2018). All guidelines consistently emphasize sodium restriction, weight reduction, regular exercise, moderation of alcohol intake, smoking cessation, and adoption of healthy dietary patterns such as the Dietary Approaches to Stop Hypertension, Mediterranean, or culturally adapted diets. The ESC 2024 guideline elevates lifestyle modification to Class I, Level A, specifying targets for sodium (<2 g/day) and potassium (≥3.5 g/day). The AHA/ACC 2025 guideline provides quantitative estimates, reporting approximately 1/1 mm Hg blood pressure reduction per kilogram of weight loss, and incorporates newer strategies such as glucagon-like peptide-1 receptor agonists and bariatric surgery when lifestyle measures alone are insufficient. Taiwan’s 2022 guideline frames recommendations under the S-ABCDE (sodium restriction, alcohol limitation, body weight reduction, cigarette cessation, diet adaptation, exercise adoption) mnemonic and uniquely includes genetic factors such as ALDH2 polymorphisms. The KSH 2018 guideline emphasizes salt restriction (<6 g/day), maintaining a body mass index <25 kg/m2, and adherence to traditional Korean diets. Lifestyle modification remains the cornerstone of hypertension prevention and management, particularly in primary care. Future directions should focus on integrating these approaches with pharmacotherapy, digital health strategies, and personalized prescriptions.
5.Disease Progression and Treatment of Mammary Gland Osteosarcoma in a Dog: A Case Report
Jihyun CHEON ; Jihyun KIM ; Seulgi BAE
Journal of Veterinary Clinics 2025;42(2):83-88
A 12-year-old intact female Miniature Pinscher dog was presented to our hospital with a large mass in the right mammary gland. On computed tomography, several masses throughout the mammary glands and enlarged bilateral inguinal lymph nodes were confirmed. Right hemimastectomy was performed first, and mammary gland osteosarcoma with lymph node metastasis was diagnosed by histopathological examination. After consultation with the owner, left hemimastectomy was not performed, but chemotherapy with carboplatin was initiated. The dog was treated with carboplatin, a tyrosine kinase inhibitor, and mega-dose vitamin C therapy for approximately eight months. However, during the course of treatment, pulmonary metastasis, neurological signs, and periosteal reaction in the appendicular skeletons developed, and the patient died after several seizure episodes. This present case report describes the overall disease progression and treatment of mammary gland osteosarcoma in a dog.
6.Identification of acute myocardial infarction and stroke events using the National Health Insurance Service database in Korea
Minsung CHO ; Hyeok-Hee LEE ; Jang-Hyun BAEK ; Kyu Sun YUM ; Min KIM ; Jang-Whan BAE ; Seung-Jun LEE ; Byeong-Keuk KIM ; Young Ah KIM ; JiHyun YANG ; Dong Wook KIM ; Young Dae KIM ; Haeyong PAK ; Kyung Won KIM ; Sohee PARK ; Seng Chan YOU ; Hokyou LEE ; Hyeon Chang KIM
Epidemiology and Health 2024;46(1):e2024001-
OBJECTIVES:
The escalating burden of cardiovascular disease (CVD) is a critical public health issue worldwide. CVD, especially acute myocardial infarction (AMI) and stroke, is the leading contributor to morbidity and mortality in Korea. We aimed to develop algorithms for identifying AMI and stroke events from the National Health Insurance Service (NHIS) database and validate these algorithms through medical record review.
METHODS:
We first established a concept and definition of “hospitalization episode,” taking into account the unique features of health claims-based NHIS database. We then developed first and recurrent event identification algorithms, separately for AMI and stroke, to determine whether each hospitalization episode represents a true incident case of AMI or stroke. Finally, we assessed our algorithms’ accuracy by calculating their positive predictive values (PPVs) based on medical records of algorithm- identified events.
RESULTS:
We developed identification algorithms for both AMI and stroke. To validate them, we conducted retrospective review of medical records for 3,140 algorithm-identified events (1,399 AMI and 1,741 stroke events) across 24 hospitals throughout Korea. The overall PPVs for the first and recurrent AMI events were around 92% and 78%, respectively, while those for the first and recurrent stroke events were around 88% and 81%, respectively.
CONCLUSIONS
We successfully developed algorithms for identifying AMI and stroke events. The algorithms demonstrated high accuracy, with PPVs of approximately 90% for first events and 80% for recurrent events. These findings indicate that our algorithms hold promise as an instrumental tool for the consistent and reliable production of national CVD statistics in Korea.
7.Factors Associated With Risk of Suicide Among Out-of-School Youths
JiHyun JO ; Jangrae KIM ; Hwallip BAE ; Myoung-Wuk CHON ; Kyung-Shin LEE ; So Hee LEE
Journal of Korean Neuropsychiatric Association 2023;62(4):173-181
Objectives:
This study examined the factors associated with suicide risk among out-of-school youths (OSY) by analyzing their medical records retrospectively.
Methods:
The medical records of 280 OSYs who were admitted to the National Medical Center from January 2015 to December 2018 were examined. The demographic and clinical records, including behavioral problems, post-traumatic symptoms, harmful alcohol consumption, family functioning, and quality of life, were analyzed.
Results:
Among the 280 subjects, 80 (28.6%) were considered a high-risk suicidal group. The number of post-traumatic symptoms was found to be positively correlated, and the family functioning scores were negatively correlated with the increasing risk of suicide in the OSY based on the multiple regression analysis of the medical records.
Conclusion
The result of this study provides inputs for suicide prevention programs targeted at OSYs by identifying the risk and protective factors associated with suicide among the group.
8.Analysis of Telephone Counseling of Patients in Chemotherapy Using Text Mining Technique
Seoyeon KIM ; Jihyun JUNG ; Heiyoung KANG ; Jeehye BAE ; Kayoung SIM ; Miyoung YOO ; Eunyoung E. SUH
Asian Oncology Nursing 2022;22(1):46-55
Purpose:
The purpose of this study was to analyze the frequency and relevance of frequent keywords using text mining analysis for symptom-related telephone counseling of patients undergoing chemotherapy, and to understand the current status and characteristics of the nursing intervention.
Methods:
442 cases of telephone counseling of patients undergoing chemotherapy were collected. The symptoms were classified and separated according to the contents of the consultation between the nurse and the counseling participants. Using the python library, frequency words were extracted, and the generation of word co-occurrence matrices was analyzed through social network analysis.
Results:
For the four cancers to be analyzed (breast, colorectum, stomach, lung), the common frequent words of nurse and counseling participants were ‘medical staff (uilyojin)’, ‘medical treatment (jinlyo)’, ‘treatment (chilyo)’, ‘other hospital (tabyeongwon)’, ‘prescription (cheobang)’. In the analysis of social networks, words with highly betweenness centrality, which appear in common, almost matched those of frequent words.
Conclusion
In this study, it was possible to extract the most frequent words by cancer type from the contents of telephone counseling with cancer patients and to understand the current status and context of the actual telephone counseling focusing on each keyword.
9.Expert Consensus on COVID-19 Vaccination in Korean Adolescents:A Modified Delphi Survey
Jae Hong CHOI ; Jihyun MOON ; Seulgi KIM ; Hyuna BAE ; Jia LEE ; Young June CHOE
Journal of Korean Medical Science 2022;37(9):e69-
The effectiveness of coronavirus disease 2019 (COVID-19) vaccines had been shown in many studies in adult population, however, the real-world evidence in the childhood population was scarce. We aimed to organize the collective expert’s opinions on adolescent vaccination against COVID-19 in Korea, therefore to guide the vaccination policy in the setting of available evidence. The Delphi panels responded that adolescents were greatly impacted by the quarantine measures, and COVID-19 is an important health problem for adolescents.Panels responded that in general, the benefits of the COVID-19 vaccine overweigh the potential risks in Korean adolescents. Continuing monitoring of available data is needed to provide the best vaccination practices in adolescents guided by the updated evidence.
10.Dietary Diversity during Early Infancy Increases Microbial Diversity and Prevents Egg Allergy in High-Risk Infants
Bo Ra LEE ; Hye-In JUNG ; Su Kyung KIM ; Mijeong KWON ; Hyunmi KIM ; Minyoung JUNG ; Yechan KYUNG ; Byung Eui KIM ; Suk-Joo CHOI ; Soo-Young OH ; Sun-Young BAEK ; Seonwoo KIM ; Jaewoong BAE ; Kangmo AHN ; Jihyun KIM
Immune Network 2022;22(2):e17-
We aimed to investigate associations of dietary diversity (DD) with gut microbial diversity and the development of hen's egg allergy (HEA) in infants. We enrolled 68 infants in a highrisk group and 32 infants in a control group based on a family history of allergic diseases. All infants were followed from birth until 12 months of age. We collected infant feeding data, and DD was defined using 3 measures: the World Health Organization definition of minimum DD, food group diversity, and food allergen diversity. Gut microbiome profiles and expression of cytokines were evaluated by bacterial 16S rRNA sequencing and real-time reverse transcriptase-polymerase chain reaction. High DD scores at 3 and 4 months were associated with a lower risk of developing HEA in the high-risk group, but not in the control group. In the high-risk group, high DD scores at 3, 4, and 5 months of age were associated with an increase in Chao1 index at 6 months. We found that the gene expression of IL-4, IL-5, IL-6, and IL-8 were higher among infants who had lower DD scores compared to those who had higher DD scores in high-risk infants. Additionally, high-risk infants with a higher FAD score at 5 months of age showed a reduced gene expression of IL-13. Increasing DD within 6 months of life may increase gut microbial diversity, and thus reduce the development of HEA in infants with a family history of allergic diseases.

Result Analysis
Print
Save
E-mail