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Jin-Guk Kim

Korea Advanced Institute of Science and Technology · 工学

研究室紹介

Professor Jin-Guk Kim's research lab specializes in the development of precision therapeutic strategies for rare and genetic diseases, particularly through splice-switching antisense oligonucleotides (ASOs), with a strong emphasis on translating genomic insights into personalized medicine. The lab also focuses on advanced process systems engineering, including the optimization of energy-intensive systems such as mixed refrigerant cycles, cooling-water networks, and CO2 capture processes in industrial settings. Their interdisciplinary work bridges genomics, bioinformatics, and chemical engineering to enable both individualized therapies and sustainable industrial process design. The lab is known for pioneering 'N-of-1' therapeutic approaches and applying mathematical programming and stochastic optimization to complex engineering systems.

antisense oligonucleotidespersonalized medicineprocess optimizationCO2 capturerefrigeration cycles

Research Overview

Papers
170
Total Citations
5,575
Papers (5y)
38
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
38total
2021
2022
2023
2024
2025
Citations per year (5y)
645total
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|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
5
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
6
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
7
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
8
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
9
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
10
Article|74 citations·2019
Process design and optimization of MEA-based CO2 capture processes for non-power industries
Jaeuk Choi, Habin Cho, Seokwon Yun, Mun-Gi Jang, Se Young Oh, Michael Binns, Jin‐Kuk Kim
SJR Q1EnergyOA

Aqueous MEA-based CO2 capture is one of main technologies for CO2 capture. However, there are various different sources of flue gases from different industries which have different flow conditions. In particular the CO2 content is very important and it will have a critical impact on the associated design of CO2 capture processes. In this study a superstructure optimization methodology is applied to ranges of different flue gases found in non-power industries such as cement, steel and refinery pl

Mechanical EngineeringEngineering
11
Article|74 citations·2018
Devulcanization of waste rubber powder using thiobisphenols as novel reclaiming agent
Xiaojie Zhang, Prosenjit Saha, Lan Cao, Huan Li, Jin‐Kuk Kim
SJR Q1Waste Management
Polymers and PlasticsMaterials Science
12
Article|72 citations·2014
Integrated design and optimization of technologies for utilizing low grade heat in process industries
Dong-Hun Kwak, Michael Binns, Jin‐Kuk Kim
SJR Q1Applied Energy
Mechanical EngineeringEngineering
13
Article|67 citations·2008
Availability and reliability considerations in the design and optimisation of flexible utility systems
Oscar Aguilar, Jin‐Kuk Kim, S. J. Perry, Robin Smith
SJR Q1Chemical Engineering Science
Control and Systems EngineeringEngineering
14
Article|65 citations·2009
Allelic imbalance sequencing reveals that single-nucleotide polymorphisms frequently alter microRNA-directed repression
Jin‐Kuk Kim, David P. Bartel
SJR Q1Nature BiotechnologyOA
Cancer ResearchBiochemistry, Genetics and Molecular Biology
15
Article|63 citations·2011
Site-wide low-grade heat recovery with a new cogeneration targeting method
Ankur Kapil, Igor Bulatov, Robin Smith, Jin‐Kuk Kim
SJR Q2Process Safety and Environmental Protection
Control and Systems EngineeringEngineering

Research Areas

Control and Systems EngineeringMechanical EngineeringPolymers and PlasticsAerospace EngineeringMolecular BiologyGenetics

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