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Jung Pyo Lee

Seoul National University · 医学

研究室紹介

Professor Jung Pyo Lee's research lab specializes in nephrology and kidney disease, with a strong focus on improving outcomes in kidney transplant recipients and patients with diabetic kidney disease. The lab investigates the impact of pharmacological agents such as metformin and SGLT2 inhibitors in renal populations, explores the role of environmental toxins and gut microbiota in chronic kidney disease progression, and applies advanced statistical and machine learning methods to predict graft survival and disease outcomes. Their work bridges clinical nephrology with translational research, integrating biomarkers, omics data, and real-world cohort studies to identify novel risk factors and therapeutic strategies.

kidney transplantationdiabetic kidney diseaseSGLT2 inhibitorsgut microbiotamachine learning in nephrology

Research Overview

Papers
382
Total Citations
7,495
Papers (5y)
114
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
114total
2022
2023
2024
2025
2026
Citations per year (5y)
1,217total
20222023202420252026

Selected Papers

15
1
Article|123 citations·2017
A Machine Learning Approach Using Survival Statistics to Predict Graft Survival in Kidney Transplant Recipients: A Multicenter Cohort Study
Kyung Don Yoo, Junhyug Noh, Hajeong Lee, Dong Ki Kim, Chun Soo Lim, Young Hoon Kim, Jung Pyo Lee, Gunhee Kim, Yon Su Kim, Yon Su Kim, Yon Su Kim
SJR Q1Scientific ReportsOA

Accurate prediction of graft survival after kidney transplant is limited by the complexity and heterogeneity of risk factors influencing allograft survival. In this study, we applied machine learning methods, in combination with survival statistics, to build new prediction models of graft survival that included immunological factors, as well as known recipient and donor variables. Graft survival was estimated from a retrospective analysis of the data from a multicenter cohort of 3,117 kidney tra

TransplantationMedicine
2
Article|111 citations·2020
The Long-term Effects of Metformin on Patients With Type 2 Diabetic Kidney Disease
Soie Kwon, Yong Chul Kim, Jae Yoon Park, Jeonghwan Lee, Jung Nam An, Clara Tammy Kim, Sohee Oh, Seokwoo Park, Dong Ki Kim, Yun Kyu Oh, Yon Su Kim, Chun Soo Lim
SJR Q1Diabetes Care

OBJECTIVE Metformin is the first pharmacological option for treating type 2 diabetes. However, the use of this drug is not recommended in individuals with impaired kidney function because of the perceived risk of lactic acidosis. We aimed to assess the efficacy and safety of metformin in patients with type 2 diabetic kidney disease (DKD). RESEARCH DESIGN AND METHODS We conducted a retrospective observational cohort study of 10,426 patients with type 2 DKD from two tertiary hospitals. The primary

Endocrinology, Diabetes and MetabolismMedicine
3
Article|109 citations·2022
The Efficacy and Safety of SGLT2 Inhibitor in Diabetic Kidney Transplant Recipients
Jeong‐Hoon Lim, Soie Kwon, Yena Jeon, Young‐Hoon Kim, Hyunwook Kwon, Yon Su Kim, Hajeong Lee, Yong-Lim Kim, Chan‐Duck Kim, Sun-Hee Park, Jong Soo Lee, Kyung Don Yoo
SJR Q1Transplantation

BACKGROUND: The efficacy and safety of sodium-glucose cotransporter 2 inhibitors (SGLT2i) have not been investigated in kidney transplant recipients (KTRs) with diabetes. We evaluated the impact of SGLT2i in a multicenter cohort of diabetic KTRs. METHODS: A total of 2083 KTRs with diabetes were enrolled from 6 transplant centers in Korea. Among them, 226 (10.8%) patients were prescribed SGLT2i for >90 d. The primary outcome was a composite outcome of all-cause mortality, death-censored graft fai

TransplantationMedicine
4
Article|71 citations·2020
Environment-Wide Association Study of CKD
Jeonghwan Lee, Sohee Oh, Habyeong Kang, Sunmi Kim, Gowoon Lee, Lilin Li, Clara Tammy Kim, Jung Nam An, Yun Kyu Oh, Chun Soo Lim, Dong Ki Kim, Yon Su Kim
SJR Q1Clinical Journal of the American Society of NephrologyOA

Background and objectives Exposure to environmental chemicals has been recognized as one of the possible contributors to CKD. We aimed to identify environmental chemicals that are associated with CKD. Design, setting, participants, & measurements We analyzed the data obtained from a total of 46,748 adults who participated in the National Health and Nutrition Examination Survey (1999–2016). Associations of chemicals measured in urine or blood ( n =262) with albuminuria (urine albumin-to-creat

Health, Toxicology and MutagenesisEnvironmental Science
5
Article|66 citations·2013
Early Referral to a Nephrologist Improved Patient Survival: Prospective Cohort Study for End-Stage Renal Disease in Korea
Do Hyoung Kim, Myoung‐Hee Kim, Ho Kim, Yong-Lim Kim, Shin‐Wook Kang, Chul Woo Yang, Namho Kim, Yon Su Kim, Jung Pyo Lee
SJR Q1PLoS ONEOA

The timing of referral to a nephrologist may influence the outcome of chronic kidney disease patients, but its impact has not been evaluated thoroughly. The results of a recent study showing an association between early referral and patient survival are still being debated. A total of 1028 patients newly diagnosed as end-stage renal disease (ESRD) from July 2008 to October 2011 were enrolled. Early referral (ER) was defined as patients meeting with a nephrologist more than a year before dialysis

NephrologyMedicine
6
Article|63 citations·2024
Antibiotic-induced intestinal microbiota depletion can attenuate the acute kidney injury to chronic kidney disease transition via NADPH oxidase 2 and trimethylamine-N-oxide inhibition
Jeonghwan Lee, Jeonghwan Lee, Jinhaeng Lee, Jinhaeng Lee, Kyu Hong Kim, Jiwon M. Lee, Jiwon M. Lee, Youngae Jung, Jin Seong Hyeon, Areum Seo, Wencheng Jin, Boram Weon
SJR Q1Kidney InternationalOA

Intestinal microbiota and their metabolites affect systemic inflammation and kidney disease outcomes. Here, we investigated the key metabolites associated with the acute kidney injury (AKI)-to chronic kidney disease (CKD) transition and the effect of antibiotic-induced microbiota depletion (AIMD) on this transition. In 61 patients with AKI, 59 plasma metabolites were assessed to determine the risk of AKI-to-CKD transition. An AKI-to-CKD transition murine model was established four weeks after un

NephrologyMedicine
7
Article|63 citations·2016
Superior outcomes of kidney transplantation compared with dialysis
Kyung Don Yoo, Clara Tammy Kim, Myoung-Hee Kim, Junhyug Noh, Gunhee Kim, Ho Kim, Jung Nam An, Jung Tak Park, Hyunjeong Cho, Kyoung Hoon Kim, Hyunwook Kim, Dong‐Ryeol Ryu
SJR Q3MedicineOA

Data regarding kidney transplantation (KT) and dialysis outcomes are rare in Asian populations. In the present study, we evaluated the clinical outcomes associated with KT using claims data from the Korean national public health insurance program. Among the 35,418 adult patients with incident dialysis treated between 2005 and 2008 in Korea, 1539 underwent KT. An optimal balanced risk set matching was attempted to compare the transplant group with the control group in terms of the overall surviva

TransplantationMedicine
8
Article|60 citations·2018
Periostin induces kidney fibrosis after acute kidney injury via the p38 MAPK pathway
Jung Nam An, Seung Hee Yang, Yong Chul Kim, Jin Ho Hwang, Jae Yoon Park, Dong Ki Kim, Jin Hyuk Kim, Dae Woo Kim, Dong Gu Hur, Yun Kyu Oh, Chun Soo Lim, Yon Su Kim
American Journal of Physiology-Renal PhysiologyOA

Periostin plays a crucial role in fibrosis, and acute kidney injury results in a high risk of progression to chronic kidney disease. Therefore, we hypothesized that periostin was involved in the progression of acute kidney injury to kidney fibrosis. Unilateral ischemia-reperfusion injury (UIRI) was induced in 7- to 8-wk-old male wild-type and periostin-null mice, and the animals were observed for 6 wk. In vitro, human kidney-2 cells and primary-cultured human tubular epithelial cells were incuba

Cardiology and Cardiovascular MedicineMedicine
9
Article|58 citations·2016
The Role of TNF Superfamily Member 13 in the Progression of IgA Nephropathy
Seung Seok Han, Seung Hee Yang, Murim Choi, Hang‐Rae Kim, Kwangsoo Kim, Sangmoon Lee, Kyung Chul Moon, Joo Young Kim, Hajeong Lee, Jung Pyo Lee, Ji Yong Jung, Sejoong Kim
SJR Q1Journal of the American Society of NephrologyOA

TNF superfamily member 13 (TNFSF13) has been identified as a susceptibility gene for IgA nephropathy in recent genetic studies. However, the role of TNFSF13 in the progression of IgA nephropathy remains unresolved. We evaluated two genetic polymorphisms (rs11552708 and rs3803800) and plasma levels of TNFSF13 in 637 patients with IgA nephropathy, and determined the risk of ESRD according to theses variable. Neither of the examined genetic polymorphisms associated with a clinical outcome of IgA ne

NephrologyMedicine
10
Article|58 citations·2020
Association of exposure to phthalates and environmental phenolics with markers of kidney function: Korean National Environmental Health Survey (KoNEHS) 2015–2017
Inae Lee, Jae Yoon Park, Sunmi Kim, Jung Nam An, Jeonghwan Lee, Jeonghwan Lee, Hyunwoong Park, Sun Kyoung Jung, Sung Yeon Kim, Jung Pyo Lee, Jung Pyo Lee, Kyungho Choi
SJR Q1Environment InternationalOA

Increasing number of consumer chemicals have been associated with chronic kidney disease (CKD) in human populations. However, many studies that investigated estimated glomerular filtration rate (eGRF) as an outcome reported inconsistent associations. In the present study, we employed a subset (n = 1292) of a nationally representative adult population participating in Korean National Environmental Health Survey (KoNEHS) 2015-2017, and assessed associations of major phthalates, bisphenol A (BPA),

Health, Toxicology and MutagenesisEnvironmental Science
11
Article|50 citations·2021
Effects of air pollution on mortality of patients with chronic kidney disease: A large observational cohort study
Jiyun Jung, Jae Yoon Park, Yong Chul Kim, Hyewon Lee, Ejin Kim, Yon Su Kim, Jung Pyo Lee, Ho Kim
SJR Q1The Science of The Total Environment
Health, Toxicology and MutagenesisEnvironmental Science
12
Article|48 citations·2020
Prediction of the Mortality Risk in Peritoneal Dialysis Patients using Machine Learning Models: A Nation-wide Prospective Cohort in Korea
Junhyug Noh, Kyung Don Yoo, Wonho Bae, Jong Soo Lee, Kangil Kim, Jang‐Hee Cho, Hajeong Lee, Dong Ki Kim, Chun Soo Lim, Shin‐Wook Kang, Yong-Lim Kim, Yon Su Kim
SJR Q1Scientific ReportsOA

Herein, we aim to assess mortality risk prediction in peritoneal dialysis patients using machine-learning algorithms for proper prognosis prediction. A total of 1,730 peritoneal dialysis patients in the CRC for ESRD prospective cohort from 2008 to 2014 were enrolled in this study. Classification algorithms were used for prediction of N-year mortality including neural network. The survival hazard ratio was presented by machine-learning algorithms using survival statistics and was compared to conv

NephrologyMedicine
13
Article|47 citations·2014
Long-term prognosis of clinically early IgA nephropathy is not always favorable
Hajeong Lee, Jin Ho Hwang, Jin Ho Paik, Hyun Jin Ryu, Dong Ki Kim, Ho Jun Chin, Yun Kyu Oh, Kwon Wook Joo, Chun Soo Lim, Yon Su Kim, Jung Pyo Lee
SJR Q2BMC NephrologyOA

BACKGROUND: The long-term prognosis of clinically early IgA nephropathy (IgAN) patients remains to be clarified. We investigated the long-term outcomes of IgAN patients with an apparently benign presentation and evaluated prognostic factors for renal survival. METHODS: We included patients with biopsy-proven IgAN who had estimated glomerular filtration rates (eGFR) ≥ 60 mL/min/1.73 m2, normal blood pressure, and proteinuria <0.5 g/day at the time of biopsy. The primary outcome was progression to

NephrologyMedicine
14
Article|45 citations·2012
Soluble Epoxide Hydrolase Activity Determines the Severity of Ischemia-Reperfusion Injury in Kidney
Jung Pyo Lee, Seung Hee Yang, Hee‐Yoon Lee, Bora Kim, Joo‐Youn Cho, Jin Ho Paik, Yun Jung Oh, Dong Ki Kim, Chun Soo Lim, Yon Su Kim
SJR Q1PLoS ONEOA

Soluble epoxide hydrolase (sEH) in endothelial cells determines the plasma concentrations of epoxyeicosatrienoic acids (EETs), which may act as vasoactive agents to control vascular tone. We hypothesized that the regulation of sEH activity may have a therapeutic value in preventing acute kidney injury by controlling the concentration of EETs. In this study, we therefore induced ischemia-reperfusion injury (IRI) in C57BL/6 mice and controlled sEH activity by intraperitoneal administration of the

BiochemistryBiochemistry, Genetics and Molecular Biology
15
Article|42 citations·2016
Comparison of outcomes between the incremental and thrice-weekly initiation of hemodialysis: a propensity-matched study of a prospective cohort in Korea
Ji In Park, Jung Tak Park, Yong-Lim Kim, Shin‐Wook Kang, Chul Woo Yang, Namho Kim, Yun Kyu Oh, Chun Soo Lim, Yon Su Kim, Jung Pyo Lee, on behalf of the CRC for ESRD Investigators
SJR Q1Nephrology Dialysis TransplantationOA

Background: Recent reports have suggested the possible benefit of beginning hemodialysis (HD) at a rate less frequent than three times weekly and incrementally increasing the dialysis dose. However, the data regarding the benefits and safety of incremental HD are insufficient. Methods: We analyzed 927 patients with newly initiated HD from the Clinical Research Center for End-Stage Renal Disease cohort from 2008 to 2014. The patients were classified into a thrice-weekly initiation group or an inc

NephrologyMedicine

Research Areas

NephrologyHealth, Toxicology and MutagenesisTransplantationCardiology and Cardiovascular MedicineMolecular BiologyGenetics

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