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Jong Hyun Ji

Yonsei University

About the Lab

Professor Jong Hyun Ji's research lab specializes in nephrology and metabolic kidney diseases, with a strong focus on chronic kidney disease (CKD) progression, hyponatremia management, and the impact of metabolic derangements on renal outcomes. The lab employs epidemiological studies, clinical cohort analyses, and advanced machine learning models to predict kidney disease progression and optimize treatment strategies. Key research directions include atherogenic indices as risk markers for CKD, statin intensity in CKD outcomes, and the obesity paradox in acute kidney injury. The lab also contributes to national clinical practice guidelines, particularly in electrolyte disorders and kidney disease management.

chronic kidney diseasehyponatremiamachine learningCKD progressionatherogenic indices

Research Overview

Papers
11
Total Citations
29
Papers (5y)
7
Primary Field

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
7total
2020
2022
2023
2024
2025
Citations per year (5y)
25total
20202022202320242025

Selected Papers

11
1
Article|13 citations·2025
Atherogenic indices and risk of chronic kidney disease in metabolic derangements: Gangnam Severance Medical Cohort
오동환, Seoyoung Lee, Eunji Yang, 최훈영, 박형천, 지종현

Background: The effects of atherogenic indices on kidney function remain unclear. This study evaluated the association between atherogenic indices and risk of chronic kidney disease (CKD) in adults with metabolic derangements. Methods: A total of 4,176 participants from the Gangnam Severance Medical Cohort (2006–2021), which consisted of participants who had at least one disease related to metabolic derangements including diabetes mellitus, fatty liver, and hypertension were enrolled and atherog

2
Article|5 citations·2022
Korean Society of Nephrology 2022 Recommendations on controversial issues in diagnosis and management of hyponatremia
이연희, 유경돈, 백선하, 류지영, 김양균, 김효진, 백진혁, 서상헌, 오세원, 이정환, 지종현, 서진순

The Korean Society for Electrolyte and Blood Pressure Research, in collaboration with the Korean Society of Nephrology, has published a clinical practice guideline (CPG) document for hyponatremia treatment. The document is based on an extensive evidence-based review of the diagnosis, evaluation, and treatment of hyponatremia with the multidisciplinary participation of representative experts in hyponatremia with methodologist support for guideline development. This CPG consists of 12 recommendati

3
Article|4 citations·2020
Intensity of statin therapy and renal outcome in chronic kidney disease: Results from the Korean Cohort Study for Outcome in Patients With Chronic Kidney Disease
지종현, 주영수, 박정탁, 유태현, 박수경, 정지용, 김수완, 오윤규, 오국환, 강신욱, 최규헌, Curie Ahn

Background: Higher statin intensity is associated with a lower risk of mortality in patients with cardiovascular disease. However, little is known about the relationship between statin intensity and chronic kidney disease (CKD) progression. Methods: We studied whether statin intensity affects kidney function decline in 1,073 patients from the Korean Cohort Study for Outcome in Patients With Chronic Kidney Disease. The participants were classified based on statin intensity as low, moderate, and h

4
Article|4 citations·2017
Body mass index is inversely associated with mortality in patients with acute kidney injury undergoing continuous renal replacement therapy
김형래, 김주환, 서창환, 이미솔, 차민욱, 정수영, 지종현, 박서현, 윤혜령, 기연경, 윤창연, 오형중

Background Many epidemiologic studies have reported on the controversial concept of the obesity paradox. The presence of acute kidney injury (AKI) can accelerate energy-consuming processes, particularly in patients requiring continuous renal replacement therapy (CRRT). Thus, we aimed to investigate whether obesity can provide a survival benefit in this highly catabolic condition. Methods We conducted an observational study in 212 patients who had undergone CRRT owing to various causes of A

5
Article|3 citations·2022
Korean Society of Nephrology 2022 recommendations on controversial issues in diagnosis and management of hyponatremia
Yeonhee Lee, Kyung Don Yoo, Seon Ha Baek, 김양균, Hyo Jin Kim, Ji Young Ryu, Jin Hyuk Paek, Sang Heon Suh, Se Won Oh, Jeonghwan Lee, 지종현, Jin-Soon Suh

The Korean Society for Electrolyte and Blood Pressure Research, in collaboration with the Korean Society of Nephrology, has published a clinical practice guideline (CPG) document for hyponatremia treatment. The document is based on an extensive evidence-based review of the diagnosis, evaluation, and treatment of hyponatremia with the multidisciplinary participation of representative experts in hyponatremia with methodologist support for guideline development. This CPG consists of 12 recommendati

6
Article|0 citations·2024
Machine learning-based 2-year risk prediction tool in immunoglobulin A nephropathy
김유정, 지종현, 박찬민, 오동, Lim Beom Jin, 최훈영, Yoon Dukyong, 박형천

Background This study aimed to develop a machine learning-based 2-year risk prediction model for early identification of patients with rapid progressive immunoglobulin A nephropathy (IgAN). We also assessed the model’s performance to predict the long-term kidney-related outcome of patients. Methods A retrospective cohort of 1,301 patients with biopsy-proven IgAN from two tertiary hospitals was used to derive and externally validate a random forest-based prediction model predicting primary outcom

7
Article|0 citations·2015
A Case of Autoimmune Hepatitis Combined with Graves’ Disease
지종현, 김현주, 강원석, 김세화, 김도영

A 25-year-old woman presented with jaundice, palpitation, and weight loss of 5 kg during a period of 2 weeks. Laboratory tests showed elevated levels of liver enzymes (AST 1,282 IU/L, ALT 1,119 IU/L) and total bilirubin (6.4 mg/dL); negative for hepatitis virus infection; elevated serum levels of triiodothyronine (T3, 3.60 ng/dL), free thyroxine (fT4, 3.82 ng/dL), and lowered serum level of thyroid stimulating hormone (TSH, <0.025 mIU/mL); and positive for thyroid stimulating antibody and anti-m

8
Article|0 citations·2018
Differential Association of Vitamin D Deficiency With Albuminuria by Sex in the Korean General Population: A Cross-sectional Study of the Korea National Health and Nutrition Examination Survey 2011-2012
전용우, 신재용, 지종현, 조영대, 박은철

Objectives: Albuminuria has emerged as a biomarker for several medical conditions, and vitamin D has received attention due to its associations with various disorders. We evaluated the association between low serum vitamin D levels and prevalent albuminuria by sex in the Korean general population. Methods: We analyzed 9823 participants (4401 males, 5422 females) from the Korea National Health and Nutrition Examination Survey 2011-2012 (KNHANES V-2), and categorized them as having a normal range

9
Article|0 citations·2023
Comparison of dominant and nondominant C3 deposition in primary glomerulonephritis
류지원, 백은지, 손형은, 류지영, 정종철, 김세중, 나기영, 채동완, 김성표, 김수환, 지종현, 장태익

Background: Alternative complement pathway dysregulation plays a key role in glomerulonephritis (GN) and is associated with C3 deposition. Herein, we examined pathological and clinical differences between cases of primary GN with C3-dominant (C3D-GN) and nondominant (C3ND-GN) deposition. Methods: We extracted primary GN data from the Korean GlomeruloNEphritis sTudy (KoGNET). C3D-GN was defined as C3 staining two grades greater than C1q, C4, and immunoglobulin via immunofluorescence analysis. To

10
Article|0 citations·2024
Cardiac and kidney outcomes after sacubitril-valsartan therapy: recovery of cardiac function relative to kidney function decline
김효정, Yang Eunji, Koh Hee Byung, 지종현, 박형천, 최훈영

Background: Sacubitril-valsartan reduces the risk of cardiovascular mortality among patients with heart failure with reduced ejection fraction (HFrEF). However, its long-term protective effects on cardiac function with concurrent acute kidney injury (AKI) remain unclear. This study investigated the recovery of cardiac function relative to kidney function decline. Methods: A total of 512 patients with HFrEF who started sacubitril-valsartan or valsartan treatment were enrolled in cohort 1. Additio

11
Article|0 citations·2015
전신홍반루푸스에서 동반된 대동맥염
정수영, 박혜선, 지종현, 이충근, 이지연, 박지은, 한승희, 박용범, 이수곤, 이상원

A 21-year-old woman with a history of systemic lupus erythematosus (SLE) was admitted with dyspnea on exertion for a year. A transesophageal echocardiogram showed dilated aortic root with intimal thickening. A positron emission tomography/ computed tomography demonstrated increase in glucose hypermetabolic along the walls of the aortic valve, ascending aorta, aortic arch, and aorta, vasculitis was observed. She underwent the Bentall operation due to inflammation at sinus of right coronary cusp.

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