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Jin‐Kuk Kim

Hanyang University · Engineering

About the Lab

Professor Jin-Kuk Kim's research lab specializes in advanced systems engineering and biotechnology, focusing on the development of personalized therapeutic strategies for rare genetic diseases through splice-switching antisense oligonucleotides. The lab integrates genomics, systems biology, and mathematical optimization to enable precision medicine and efficient process design in energy and carbon capture systems. Key research directions include the rational design of targeted oligonucleotide drugs, optimization of industrial processes such as mixed refrigerant cycles and CO₂ capture, and the application of computational modeling to improve system efficiency and patient-specific treatment outcomes. The lab bridges biomedical innovation with sustainable engineering solutions through data-driven, systems-level approaches.

antisense oligonucleotidesprecision medicineprocess optimizationCO2 capturesystems engineering

Research Overview

Papers
324
Total Citations
9,174
Papers (5y)
58
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
58total
2021
2022
2023
2024
2025
Citations per year (5y)
827total
20212022202320242025

Selected Papers

15
1
Article|805 citations·2019
Patient-Customized Oligonucleotide Therapy for a Rare Genetic Disease
Jin‐Kuk Kim, Chunguang Hu, Christelle Moufawad El Achkar, Lauren E. Black, Julie Douville, Austin Larson, Mary K. Pendergast, Sara F. Goldkind, Eunjung A. Lee, Ashley Kuniholm, Aubrie Soucy, Jai Vaze
SJR Q1New England Journal of MedicineOA

Genome sequencing is often pivotal in the diagnosis of rare diseases, but many of these conditions lack specific treatments. We describe how molecular diagnosis of a rare, fatal neurodegenerative condition led to the rational design, testing, and manufacture of milasen, a splice-modulating antisense oligonucleotide drug tailored to a particular patient. Proof-of-concept experiments in cell lines from the patient served as the basis for launching an "N-of-1" study of milasen within 1 year after f

GeneticsMedicine
2
Article|321 citations·2015
Spatiotemporal Evolution of the Primary Glioblastoma Genome
Jin‐Kuk Kim, In‐Hee Lee, Hee Jin Cho, Chul‐Kee Park, Yang-Soon Jung, Yanghee Kim, So Hee Nam, Byung Sup Kim, Mark D. Johnson, Doo‐Sik Kong, Ho Jun Seol, Jung-Il Lee
SJR Q1Cancer CellOA
GeneticsMedicine
3
Article|300 citations·2016
Energy minimization of MEA-based CO2 capture process
Se Young Oh, Michael Binns, Habin Cho, Jin‐Kuk Kim
SJR Q1Applied EnergyOA
Mechanical EngineeringEngineering
4
Article|216 citations·2001
Cooling water system design
Jin-Kuk Kim, Robin Smith
SJR Q1Chemical Engineering Science
Control and Systems EngineeringEngineering
5
Article|175 citations·2018
Process integration and design for maximizing energy efficiency of a coal-fired power plant integrated with amine-based CO2 capture process
Se Young Oh, Seokwon Yun, Jin-Kuk Kim
SJR Q1Applied Energy
Mechanical EngineeringEngineering
6
Article|168 citations·2008
Optimal Design of Mixed Refrigerant Cycles
Frank Del Nogal, Jin‐Kuk Kim, S. J. Perry, Robin Smith
SJR Q1Industrial & Engineering Chemistry Research

A new approach for the optimal design of mixed refrigerant cycles is presented. It is based on mathematical programming and offers significant improvements in relation to previous approaches. It includes multistage refrigerant compression, full enforcement of the minimum temperature difference in heat exchangers, simultaneous optimization of variables, consideration of capital costs, and the use of stochastic optimization (genetic algorithm) to overcome local optima. The approach can be applied

Mechanical EngineeringEngineering
7
Article|154 citations·2023
A framework for individualized splice-switching oligonucleotide therapy
Jin‐Kuk Kim, Sijae Woo, Claudio M. de Gusmão, Boxun Zhao, Diana Chin, Renata L. DiDonato, Minh Anh Nguyen, Tojo Nakayama, Chunguang April Hu, Aubrie Soucy, Ashley Kuniholm, Jennifer Karlin Thornton
SJR Q1NatureOA

Abstract Splice-switching antisense oligonucleotides (ASOs) could be used to treat a subset of individuals with genetic diseases 1 , but the systematic identification of such individuals remains a challenge. Here we performed whole-genome sequencing analyses to characterize genetic variation in 235 individuals (from 209 families) with ataxia-telangiectasia, a severely debilitating and life-threatening recessive genetic disorder 2,3 , yielding a complete molecular diagnosis in almost all individu

Molecular BiologyBiochemistry, Genetics and Molecular Biology
8
Article|153 citations·2005
Studies on simultaneous energy and water minimisation—Part I: Systems with no water re-use
Luciana Savulescu, Jin-Kuk Kim, Robin Smith
SJR Q1Chemical Engineering Science
Control and Systems EngineeringEngineering
9
Article|151 citations·2005
Studies on simultaneous energy and water minimisation—Part II: Systems with maximum re-use of water
Luciana Savulescu, Jin-Kuk Kim, Robin Smith
SJR Q1Chemical Engineering Science
Control and Systems EngineeringEngineering
10
book|142 citations·2010
Recent Advances in the Processing of Wood-Plastic Composites
Jin Kuk Kim, Kaushik Pal
Engineering materials
Automotive EngineeringEngineering
11
Article|101 citations·2018
Energy-efficient design and optimization of boil-off gas (BOG) re-liquefaction process for liquefied natural gas (LNG)-fuelled ship
Dong-Hun Kwak, Jeong-Ho Heo, Seung Ha Park, Seok-Jang Seo, Jin-Kuk Kim
SJR Q1Energy
Aerospace EngineeringEngineering
12
Article|97 citations·2014
NTRK1 Fusion in Glioblastoma Multiforme
Jin‐Kuk Kim, Yeri Lee, Hee‐Jin Cho, Youngeun Lee, Jaeyeol An, Gye-Hyun Cho, Young Hyeh Ko, Kyeung Min Joo, Do‐Hyun Nam
SJR Q1PLoS ONEOA

Glioblastoma multiforme (GBM) is the most aggressive form of brain tumor, yet with no targeted therapy with substantial survival benefit. Recent studies on solid tumors showed that fusion genes often play driver roles and are promising targets for pharmaceutical intervention. To survey potential fusion genes in GBMs, we analysed RNA-Seq data from 162 GBM patients available through The Cancer Genome Atlas (TCGA), and found that 3' exons of neurotrophic tyrosine kinase receptor type 1 (NTRK1, enco

Pathology and Forensic MedicineMedicine
13
Article|81 citations·2013
Composition optimisation of working fluids for Organic Rankine Cycles and Kalina cycles
Rachel Anne Victor, Jin‐Kuk Kim, Robin Smith
SJR Q1Energy
Mechanical EngineeringEngineering
14
Article|80 citations·2007
Synthesis and optimisation of heat-integrated multiple-contaminant water systems
Boondarik Leewongtanawit, Jin‐Kuk Kim
SJR Q1Chemical Engineering and Processing - Process Intensification
Control and Systems EngineeringEngineering
15
Article|75 citations·2003
Automated retrofit design of cooling‐water systems
Jin‐Kuk Kim, Robin Smith
SJR Q1AIChE Journal

Abstract An automated approach from the systematic investigation of interactions between cooling‐tower performance and the cooling‐water network design was developed for retrofit design of cooling‐water systems. Introducing reuse of cooling water between different cooling duties enables cooling systems to be debottlenecked. The series arrangement of heat exchangers, however, results in a pressure drop increase because of the cooling water reuse. An optimization model for cooling‐water networks d

Control and Systems EngineeringEngineering

Research Areas

Mechanical EngineeringPolymers and PlasticsControl and Systems EngineeringAerospace EngineeringBiomaterialsElectrical and Electronic Engineering

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