1.Era of Digital Healthcare: Emergence of the Smart Patient
Dooyoung HUHH ; Kwangsoo SHIN ; Miyeong KIM ; Jisan LEE ; Hana KIM ; Jinho CHOI ; Suyeon BAN
Healthcare Informatics Research 2025;31(1):107-110
2.Era of Digital Healthcare: Emergence of the Smart Patient
Dooyoung HUHH ; Kwangsoo SHIN ; Miyeong KIM ; Jisan LEE ; Hana KIM ; Jinho CHOI ; Suyeon BAN
Healthcare Informatics Research 2025;31(1):107-110
3.Era of Digital Healthcare: Emergence of the Smart Patient
Dooyoung HUHH ; Kwangsoo SHIN ; Miyeong KIM ; Jisan LEE ; Hana KIM ; Jinho CHOI ; Suyeon BAN
Healthcare Informatics Research 2025;31(1):107-110
4.Corrigendum to: Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach
Suncheol HEO ; Jae Yong YU ; Eun Ae KANG ; Hyunah SHIN ; Kyeongmin RYU ; Chungsoo KIM ; Yebin CHEGA ; Hyojung JUNG ; Suehyun LEE ; Rae Woong PARK ; Kwangsoo KIM ; Yul HWANGBO ; Jae-Hyun LEE ; Yu Rang PARK
Healthcare Informatics Research 2024;30(2):168-168
5.The Risk of COVID-19 and Its Outcomes in Korean Patients With Gout: A Multicenter, Retrospective, Observational Study
Min Jung KIM ; Borim RYU ; Eun-Gee PARK ; Siyeon YI ; Kwangsoo KIM ; Jun Won PARK ; Kichul SHIN
Journal of Korean Medical Science 2024;39(4):e37-
This retrospective cohort study aimed to compare coronavirus disease 2019 (COVID-19)-related clinical outcomes between patients with and without gout. Electronic health recordbased data from two centers (Seoul National University Hospital [SNUH] and Boramae Medical Center [BMC]), from January 2021 to April 2022, were mapped to a common data model. Patients with and without gout were matched using a large-scale propensityscore algorithm based on population-level estimation methods. At the SNUH, the risk for COVID-19 diagnosis was not significantly different between patients with and without gout (hazard ratio [HR], 1.07; 95% confidence interval [CI], 0.59–1.84). Within 30 days after COVID-19 diagnosis, no significant difference was observed in terms of hospitalization (HR, 0.57; 95% CI, 0.03–3.90), severe outcomes (HR, 2.90; 95% CI, 0.54–13.71), or mortality (HR, 1.35; 95% CI, 0.06–16.24). Similar results were obtained from the BMC database, suggesting that gout does not increase the risk for COVID-19 diagnosis or severe outcomes.
6.Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach
Suncheol HEO ; Jae Yong YU ; Eun Ae KANG ; Hyunah SHIN ; Kyeongmin RYU ; Chungsoo KIM ; Yebin CHEGAL ; Hyojung JUNG ; Suehyun LEE ; Rae Woong PARK ; Kwangsoo KIM ; Yul HWANGBO ; Jae-Hyun LEE ; Yu Rang PARK
Healthcare Informatics Research 2023;29(3):246-255
Objectives:
The objective of this study was to develop and validate a multicenter-based, multi-model, time-series deep learning model for predicting drug-induced liver injury (DILI) in patients taking angiotensin receptor blockers (ARBs). The study leveraged a national-level multicenter approach, utilizing electronic health records (EHRs) from six hospitals in Korea.
Methods:
A retrospective cohort analysis was conducted using EHRs from six hospitals in Korea, comprising a total of 10,852 patients whose data were converted to the Common Data Model. The study assessed the incidence rate of DILI among patients taking ARBs and compared it to a control group. Temporal patterns of important variables were analyzed using an interpretable timeseries model.
Results:
The overall incidence rate of DILI among patients taking ARBs was found to be 1.09%. The incidence rates varied for each specific ARB drug and institution, with valsartan having the highest rate (1.24%) and olmesartan having the lowest rate (0.83%). The DILI prediction models showed varying performance, measured by the average area under the receiver operating characteristic curve, with telmisartan (0.93), losartan (0.92), and irbesartan (0.90) exhibiting higher classification performance. The aggregated attention scores from the models highlighted the importance of variables such as hematocrit, albumin, prothrombin time, and lymphocytes in predicting DILI.
Conclusions
Implementing a multicenter-based timeseries classification model provided evidence that could be valuable to clinicians regarding temporal patterns associated with DILI in ARB users. This information supports informed decisions regarding appropriate drug use and treatment strategies.
7.Transformation of Mature Osteoblasts into Bone Lining Cells and RNA Sequencing-Based Transcriptome Profiling of Mouse Bone during Mechanical Unloading
A Ram HONG ; Kwangsoo KIM ; Ji Yeon LEE ; Jae-Yeon YANG ; Jung Hee KIM ; Chan Soo SHIN ; Sang Wan KIM
Endocrinology and Metabolism 2021;36(6):1314-1314
8.Cellular Response of Ventricular-Subventricular Neural Progenitor/Stem Cells to Neonatal Hypoxic-Ischemic Brain Injury and Their Enhanced Neurogenesis
Jeong Eun SHIN ; Haejin LEE ; Kwangsoo JUNG ; Miri KIM ; Kyujin HWANG ; Jungho HAN ; Joohee LIM ; Il-Sun KIM ; Kwang-Il LIM ; Kook In PARK
Yonsei Medical Journal 2020;61(6):492-505
Purpose:
To elucidate the brain’s intrinsic response to injury, we tracked the response of neural stem/progenitor cells (NSPCs) located in ventricular-subventricular zone (V-SVZ) to hypoxic-ischemic brain injury (HI). We also evaluated whether transduction of V-SVZ NSPCs with neurogenic factor NeuroD1 could enhance their neurogenesis in HI.
Materials and Methods:
Unilateral HI was induced in ICR neonatal mice. To label proliferative V-SVZ NSPCs in response to HI, bromodeoxyuridine (BrdU) and retroviral particles encoding LacZ or NeuroD1/GFP were injected. The cellular responses of NSPCs were analyzed by immunohistochemistry.
Results:
Unilateral HI increased the number of BrdU+ newly-born cells in the V-SVZ ipsilateral to the lesion while injury reduced the number of newly-born cells reaching the ipsilateral olfactory bulb, which is the programmed destination of migratory V-SVZ NSPCs in the intact brain. These newly-born cells were directed from this pathway towards the lesions. HI significantly increased the number of newly-born cells in the cortex and striatum by the altered migration of V-SVZ cells. Many of these newly-born cells differentiated into active neurons and glia. LacZ-expressing V-SVZ NSPCs also showed extensive migration towards the non-neurogenic regions ipsilateral to the lesion, and expressed the neuronal marker NeuN. NeuroD1+/GFP+ V-SVZ NSPCs almost differentiated into neurons in the peri-infarct regions.
Conclusion
HI promotes the establishment of a substantial number of new neurons in non-neurogenic regions, suggesting intrinsic repair mechanisms of the brain, by controlling the behavior of endogenous NSPCs. The activation of NeuroD1 expression may improve the therapeutic potential of endogenous NSPCs by increasing their neuronal differentiation in HI.
9.Transformation of Mature Osteoblasts into Bone Lining Cells and RNA Sequencing-Based Transcriptome Profiling of Mouse Bone during Mechanical Unloading
A Ram HONG ; Kwangsoo KIM ; Ji Yeon LEE ; Jae-Yeon YANG ; Jung Hee KIM ; Chan Soo SHIN ; Sang Wan KIM
Endocrinology and Metabolism 2020;35(2):456-469
Background:
We investigated RNA sequencing-based transcriptome profiling and the transformation of mature osteoblasts into bone lining cells (BLCs) through a lineage tracing study to better understand the effect of mechanical unloading on bone loss.
Methods:
Dmp1-CreERt2(+):Rosa26R mice were injected with 1 mg of 4-hydroxy-tamoxifen three times a week starting at postnatal week 7, and subjected to a combination of botulinum toxin injection with left hindlimb tenotomy starting at postnatal week 8 to 10. The animals were euthanized at postnatal weeks 8, 9, 10, and 12. We quantified the number and thickness of X-gal(+) cells on the periosteum of the right and left femoral bones at each time point.
Results:
Two weeks after unloading, a significant decrease in the number and a subtle change in the thickness of X-gal(+) cells were observed in the left hindlimbs compared with the right hindlimbs. At 4 weeks after unloading, the decrease in the thickness was accelerated in the left hindlimbs, although the number of labeled cells was comparable. RNA sequencing analysis showed downregulation of 315 genes in the left hindlimbs at 2 and 4 weeks after unloading. Of these, Xirp2, AMPD1, Mettl11b, NEXN, CYP2E1, Bche, Ppp1r3c, Tceal7, and Gadl1 were upregulated during osteoblastogenic/osteocytic and myogenic differentiation in vitro.
Conclusion
These findings demonstrate that mechanical unloading can accelerate the transformation of mature osteoblasts into BLCs in the early stages of bone loss in vivo. Furthermore, some of the genes involved in this process may have a pleiotropic effect on both bone and muscle.
10.Glial Cell Line-derived Neurotrophic Factor-overexpressing Human Neural Stem/Progenitor Cells Enhance Therapeutic Efficiency in Rat with Traumatic Spinal Cord Injury
Kyujin HWANG ; Kwangsoo JUNG ; Il Sun KIM ; Miri KIM ; Jungho HAN ; Joohee LIM ; Jeong Eun SHIN ; Jae Hyung JANG ; Kook In PARK
Experimental Neurobiology 2019;28(6):679-696
Spinal cord injury (SCI) causes axonal damage and demyelination, neural cell death, and comprehensive tissue loss, resulting in devastating neurological dysfunction. Neural stem/progenitor cell (NSPCs) transplantation provides therapeutic benefits for neural repair in SCI, and glial cell line-derived neurotrophic factor (GDNF) has been uncovered to have capability of stimulating axonal regeneration and remyelination after SCI. In this study, to evaluate whether GDNF would augment therapeutic effects of NSPCs for SCI, GDNF-encoding or mock adenoviral vector-transduced human NSPCs (GDNF-or Mock-hNSPCs) were transplanted into the injured thoracic spinal cords of rats at 7 days after SCI. Grafted GDNF-hNSPCs showed robust engraftment, long-term survival, an extensive distribution, and increased differentiation into neurons and oligodendroglial cells. Compared with Mock-hNSPC- and vehicle-injected groups, transplantation of GDNF-hNSPCs significantly reduced lesion volume and glial scar formation, promoted neurite outgrowth, axonal regeneration and myelination, increased Schwann cell migration that contributed to the myelin repair, and improved locomotor recovery. In addition, tract tracing demonstrated that transplantation of GDNF-hNSPCs reduced significantly axonal dieback of the dorsal corticospinal tract (dCST), and increased the levels of dCST collaterals, propriospinal neurons (PSNs), and contacts between dCST collaterals and PSNs in the cervical enlargement over that of the controls. Finally grafted GDNF-hNSPCs substantially reversed the increased expression of voltage-gated sodium channels and neuropeptide Y, and elevated expression of GABA in the injured spinal cord, which are involved in the attenuation of neuropathic pain after SCI. These findings suggest that implantation of GDNF-hNSPCs enhances therapeutic efficiency of hNSPCs-based cell therapy for SCI.
Animals
;
Axons
;
Cell Death
;
Cell Movement
;
Cell- and Tissue-Based Therapy
;
Cicatrix
;
Demyelinating Diseases
;
gamma-Aminobutyric Acid
;
Glial Cell Line-Derived Neurotrophic Factor
;
Humans
;
Hyperalgesia
;
Myelin Sheath
;
Neuralgia
;
Neurites
;
Neuroglia
;
Neurons
;
Neuropeptide Y
;
Paraplegia
;
Pyramidal Tracts
;
Rats
;
Regeneration
;
Spinal Cord Injuries
;
Spinal Cord
;
Therapeutic Uses
;
Transplants
;
Voltage-Gated Sodium Channels

Result Analysis
Print
Save
E-mail