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Jo, Junghyo

Seoul National University · Medicine

About the Lab

Professor Jo's research lab focuses on the systems-level understanding of dynamic biological tissues, particularly adipose and pancreatic islet tissues, through integrative approaches combining experimental biology, computational modeling, and statistical physics. The lab investigates how cellular dynamics—such as adipocyte size regulation and islet morphogenesis—contribute to physiological functions like energy and glucose homeostasis, with a strong emphasis on quantitative analysis of cell size distributions, spatial organization, and stochastic developmental processes. Key research directions include the mechanisms of adipose tissue expansion via hyperplasia and hypertrophy, the design principles of islet architecture across species, and the mathematical foundations of biological distributions such as the Weibull distribution in branching and aggregation processes. The lab uniquely bridges biology with statistical mechanics and mathematical modeling to uncover universal principles in tissue organization and function.

adipose tissue dynamicsislet morphogenesiscell size distributionmathematical modeling of tissuesWeibull distribution in biology

Research Overview

Papers
108
Total Citations
2,642
Papers (5y)
34
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
34total
2022
2023
2024
2025
2026
Citations per year (5y)
35total
20222023202420252026

Selected Papers

15
1
Article|759 citations·2009
Hypertrophy and/or Hyperplasia: Dynamics of Adipose Tissue Growth
Junghyo Jo, Oksana Gavrilova, Stephanie Pack, William Jou, Shawn Mullen, Anne E. Sumner, Samuel W. Cushman, Vipul Periwal
SJR Q1PLoS Computational BiologyOA

Adipose tissue grows by two mechanisms: hyperplasia (cell number increase) and hypertrophy (cell size increase). Genetics and diet affect the relative contributions of these two mechanisms to the growth of adipose tissue in obesity. In this study, the size distributions of epididymal adipose cells from two mouse strains, obesity-resistant FVB/N and obesity-prone C57BL/6, were measured after 2, 4, and 12 weeks under regular and high-fat feeding conditions. The total cell number in the epididymal

PhysiologyMedicine
2
Article|86 citations·2007
Size Distribution of Mouse Langerhans Islets
Junghyo Jo, M. Y. Choi, Duk‐Su Koh
SJR Q1Biophysical JournalOA
SurgeryMedicine
3
Article|70 citations·2008
Vehicle stability control system for enhancing steerabilty, lateral stability, and roll stability
Junghyo Jo, Seung-Han You, Ji Yoel Joeng, K. I. Lee, Kyongsu Yi
SJR Q2International Journal of Automotive Technology
Automotive EngineeringEngineering
4
Article|60 citations·2014
A Conserved Rule for Pancreatic Islet Organization
Danh-Tai Hoang, Hitomi Matsunari, Masaki Nagaya, Hiroshi Nagashima, J. Michael Millis, Piotr Witkowski, Vipul Periwal, Manami Hara, Junghyo Jo
SJR Q1PLoS ONEOA

Morphogenesis, spontaneous formation of organism structure, is essential for life. In the pancreas, endocrine α, β, and δ cells are clustered to form islets of Langerhans, the critical micro-organ for glucose homeostasis. The spatial organization of endocrine cells in islets looks different between species. Based on the three-dimensional positions of individual cells in islets, we computationally inferred the relative attractions between cell types, and found that the attractions between homotyp

SurgeryMedicine
5
Article|41 citations·2012
Quantitative dynamics of adipose cells
Junghyo Jo, Z. Shreif, Vipul Periwal
SJR Q1AdipocyteOA

Adipose cells are unique in the dynamism of their sizes, a requisite for their main function of storing and releasing lipid. Lipid metabolism is crucial for energy homeostasis. However, the regulation of lipid storage capacity in conditions of energy excess and scarcity is still not clear. It is not technically feasible to monitor every process affecting storage capacity such as recruitment, growth/shrinkage and death of individual adipose cells in real time for a sufficiently long period. Howev

PhysiologyMedicine
6
Article|41 citations·2010
Hypertrophy-Driven Adipocyte Death Overwhelms Recruitment under Prolonged Weight Gain
Junghyo Jo, Juen Guo, Teresa Liu, Shawn Mullen, Kevin D. Hall, Samuel W. Cushman, Vipul Periwal
SJR Q1Biophysical JournalOA
EpidemiologyMedicine
7
Article|41 citations·2011
Formation of Pancreatic Islets Involves Coordinated Expansion of Small Islets and Fission of Large Interconnected Islet-like Structures
Junghyo Jo, German Kilimnik, Abraham Kim, Charles Guo, Vipul Periwal, Manami Hara
SJR Q1Biophysical JournalOA
SurgeryMedicine
8
Article|39 citations·2005
How Noise and Coupling Induce Bursting Action Potentials in Pancreatic β-Cells
Junghyo Jo, Hyuk Kang, M. Y. Choi, Duk‐Su Koh
SJR Q1Biophysical JournalOA
Statistical and Nonlinear PhysicsPhysics and Astronomy
9
Review|34 citations·2012
Mathematical models of pancreatic islet size distributions
Junghyo Jo, Manami Hara, Ulf Ahlgren, Robert L. Sorenson, Vipul Periwal
SJR Q3IsletsOA

The islets of Langerhans, ranging in size from clusters of a few cells to several thousand cells, are scattered near large blood vessels. While the β-cell mass in mammals is proportional to body weight, the size ranges of islets are similar between species with different body sizes, possibly reflecting an optimal functional size. The large range of islet sizes suggests a stochastic developmental process. It is not fully understood how islets develop to reach such size distributions, and how thei

SurgeryMedicine
10
Article|26 citations·2016
Design Principles of Pancreatic Islets: Glucose-Dependent Coordination of Hormone Pulses
Danh-Tai Hoang, Manami Hara, Junghyo Jo
SJR Q1PLoS ONEOA

Pancreatic islets are functional units involved in glucose homeostasis. The multicellular system comprises three main cell types; β and α cells reciprocally decrease and increase blood glucose by producing insulin and glucagon pulses, while the role of δ cells is less clear. Although their spatial organization and the paracrine/autocrine interactions between them have been extensively studied, the functional implications of the design principles are still lacking. In this study, we formulated a

SurgeryMedicine
11
Article|23 citations·2008
Beneficial effects of intercellular interactions between pancreatic islet cells in blood glucose regulation
Junghyo Jo, M. Y. Choi, Duk-Su Koh
SJR Q2Journal of Theoretical BiologyOA
SurgeryMedicine
12
Article|17 citations·2011
Weibull-type limiting distribution for replicative systems
Junghyo Jo, Jean-Yves Fortin, M. Y. Choi
SJR Q2Physical Review EOA

The Weibull function is widely used to describe skew distributions observed in nature. However, the origin of this ubiquity is not always obvious to explain. In the present paper, we consider the well-known Galton-Watson branching process describing simple replicative systems. The shape of the resulting distribution, about which little has been known, is found essentially indistinguishable from the Weibull form in a wide range of the branching parameter; this can be seen from the exact series ex

Mathematical PhysicsMathematics
13
Article|15 citations·2017
Phase modulation of insulin pulses enhances glucose regulation and enables inter-islet synchronization
Boah Lee, Taegeun Song, Kayoung Lee, Jaeyoon Kim, Seungmin Han, Per‐Olof Berggren, Sung Ho Ryu, Junghyo Jo
SJR Q1PLoS ONEOA

Insulin is secreted in a pulsatile manner from multiple micro-organs called the islets of Langerhans. The amplitude and phase (shape) of insulin secretion are modulated by numerous factors including glucose. The role of phase modulation in glucose homeostasis is not well understood compared to the obvious contribution of amplitude modulation. In the present study, we measured Ca2+ oscillations in islets as a proxy for insulin pulses, and we observed their frequency and shape changes under consta

SurgeryMedicine
14
Article|13 citations·2021
Information Flows of Diverse Autoencoders
Sungyeop Lee, Junghyo Jo
SJR Q2EntropyOA

Deep learning methods have had outstanding performances in various fields. A fundamental query is why they are so effective. Information theory provides a potential answer by interpreting the learning process as the information transmission and compression of data. The information flows can be visualized on the information plane of the mutual information among the input, hidden, and output layers. In this study, we examine how the information flows are shaped by the network parameters, such as d

Computer Vision and Pattern RecognitionComputer Science
15
Article|13 citations·2013
The fractal spatial distribution of pancreatic islets in three dimensions: a self-avoiding growth model
Junghyo Jo, Andreas Hörnblad, German Kilimnik, Manami Hara, Ulf Ahlgren, Vipul Periwal
SJR Q2Physical BiologyOA

The islets of Langerhans, responsible for controlling blood glucose levels, are dispersed within the pancreas. A universal power law governing the fractal spatial distribution of islets in two-dimensional pancreatic sections has been reported. However, the fractal geometry in the actual three-dimensional pancreas volume, and the developmental process that gives rise to such a self-similar structure, has not been investigated. Here, we examined the three-dimensional spatial distribution of islets

SurgeryMedicine

Research Areas

SurgeryArtificial IntelligenceComputer Networks and CommunicationsStatistical and Nonlinear PhysicsCognitive NeurosciencePhysiology

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