1.Prospective external validation of a deep-learning-based early-warning system for major adverse events in general wards in South Korea
Taeyong SIM ; Eun Young CHO ; Ji-hyun KIM ; Kyung Hyun LEE ; Kwang Joon KIM ; Sangchul HAHN ; Eun Yeong HA ; Eunkyeong YUN ; In-Cheol KIM ; Sun Hyo PARK ; Chi-Heum CHO ; Gyeong Im YU ; Byung Eun AHN ; Yeeun JEONG ; Joo-Yun WON ; Hochan CHO ; Ki-Byung LEE
Acute and Critical Care 2025;40(2):197-208
Background:
Acute deterioration of patients in general wards often leads to major adverse events (MAEs), including unplanned intensive care unit transfers, cardiac arrest, or death. Traditional early warning scores (EWSs) have shown limited predictive accuracy, with frequent false positives. We conducted a prospective observational external validation study of an artificial intelligence (AI)-based EWS, the VitalCare - Major Adverse Event Score (VC-MAES), at a tertiary medical center in the Republic of Korea.
Methods:
Adult patients from general wards, including internal medicine (IM) and obstetrics and gynecology (OBGYN)—the latter were rarely investigated in prior AI-based EWS studies—were included. The VC-MAES predictions were compared with National Early Warning Score (NEWS) and Modified Early Warning Score (MEWS) predictions using the area under the receiver operating characteristic curve (AUROC), area under the precision-recall curve (AUPRC), and logistic regression for baseline EWS values. False-positives per true positive (FPpTP) were assessed based on the power threshold.
Results:
Of 6,039 encounters, 217 (3.6%) had MAEs (IM: 9.5%, OBGYN: 0.26%). Six hours prior to MAEs, the VC-MAES achieved an AUROC of 0.918 and an AUPRC of 0.352, including the OBGYN subgroup (AUROC, 0.964; AUPRC, 0.388), outperforming the NEWS (0.797 and 0.124) and MEWS (0.722 and 0.079). The FPpTP was reduced by up to 71%. Baseline VC-MAES was strongly associated with MAEs (P<0.001).
Conclusions
The VC-MAES significantly outperformed traditional EWSs in predicting adverse events in general ward patients. The robust performance and lower FPpTP suggest that broader adoption of the VC-MAES may improve clinical efficiency and resource allocation in general wards.
2.Aster glehni Ethanol Extract Inhibits Inflammatory Responses Regulating Skin Barrier Molecules in Human Keratinocytes
Tae-Young GIL ; Hyo-Jung KIM ; Hye-Min KIM ; Ha-Yeon SIM ; Woolim CHOI ; Bum Soo LEE ; Ki Hyun KIM ; Hyo-Jin AN
Natural Product Sciences 2024;30(4):262-267
Prolonged skin inflammation is caused by disrupted skin barrier resulting in chronic inflammatory diseases such as atopic dermatitis. As a potent natural product with anti-inflammatory property, Aster glehni (A. glehni) is a traditional edible herb and has been used to treat diabetes or colitis-associated colon cancer. In present study, we figured out an additional effect of A. glehni ethanol extract (AGE) in pro-inflammatory cytokines-stimulated human keratinocytes. Mixture of tumor necrosis factor-alpha (TNF-α) and interferongamma (IFN-γ) was used to induce inflammatory responses in the HaCaT keratinocytes. AGE suppressed activation of ERK mitogen-activated protein kinase, nuclear factor (NF)-κB, and signal transducer and activator of transcription 1 and 3 (STAT1 and STAT3). The treatment of AGE inhibited mRNA expressions of proinflammatory cytokines in TNF-α and IFN-γ-stimulated HaCaT cells. Also, AGE induced up-regulated expressions of skin barrier molecules like filaggrin, loricrin, or ZO-1. We evaluated the effects of AGE on protein or mRNA expression levels using western blot or qRT-PCR, respectively. Taken together, these results suggest that the treatment of AGE exerts anti-inflammatory effect on keratinocytes through suppressing inflammatory signaling pathways and up-regulating skin molecules in HaCaT keratinocytes.
3.Aster glehni Ethanol Extract Inhibits Inflammatory Responses Regulating Skin Barrier Molecules in Human Keratinocytes
Tae-Young GIL ; Hyo-Jung KIM ; Hye-Min KIM ; Ha-Yeon SIM ; Woolim CHOI ; Bum Soo LEE ; Ki Hyun KIM ; Hyo-Jin AN
Natural Product Sciences 2024;30(4):262-267
Prolonged skin inflammation is caused by disrupted skin barrier resulting in chronic inflammatory diseases such as atopic dermatitis. As a potent natural product with anti-inflammatory property, Aster glehni (A. glehni) is a traditional edible herb and has been used to treat diabetes or colitis-associated colon cancer. In present study, we figured out an additional effect of A. glehni ethanol extract (AGE) in pro-inflammatory cytokines-stimulated human keratinocytes. Mixture of tumor necrosis factor-alpha (TNF-α) and interferongamma (IFN-γ) was used to induce inflammatory responses in the HaCaT keratinocytes. AGE suppressed activation of ERK mitogen-activated protein kinase, nuclear factor (NF)-κB, and signal transducer and activator of transcription 1 and 3 (STAT1 and STAT3). The treatment of AGE inhibited mRNA expressions of proinflammatory cytokines in TNF-α and IFN-γ-stimulated HaCaT cells. Also, AGE induced up-regulated expressions of skin barrier molecules like filaggrin, loricrin, or ZO-1. We evaluated the effects of AGE on protein or mRNA expression levels using western blot or qRT-PCR, respectively. Taken together, these results suggest that the treatment of AGE exerts anti-inflammatory effect on keratinocytes through suppressing inflammatory signaling pathways and up-regulating skin molecules in HaCaT keratinocytes.
4.Aster glehni Ethanol Extract Inhibits Inflammatory Responses Regulating Skin Barrier Molecules in Human Keratinocytes
Tae-Young GIL ; Hyo-Jung KIM ; Hye-Min KIM ; Ha-Yeon SIM ; Woolim CHOI ; Bum Soo LEE ; Ki Hyun KIM ; Hyo-Jin AN
Natural Product Sciences 2024;30(4):262-267
Prolonged skin inflammation is caused by disrupted skin barrier resulting in chronic inflammatory diseases such as atopic dermatitis. As a potent natural product with anti-inflammatory property, Aster glehni (A. glehni) is a traditional edible herb and has been used to treat diabetes or colitis-associated colon cancer. In present study, we figured out an additional effect of A. glehni ethanol extract (AGE) in pro-inflammatory cytokines-stimulated human keratinocytes. Mixture of tumor necrosis factor-alpha (TNF-α) and interferongamma (IFN-γ) was used to induce inflammatory responses in the HaCaT keratinocytes. AGE suppressed activation of ERK mitogen-activated protein kinase, nuclear factor (NF)-κB, and signal transducer and activator of transcription 1 and 3 (STAT1 and STAT3). The treatment of AGE inhibited mRNA expressions of proinflammatory cytokines in TNF-α and IFN-γ-stimulated HaCaT cells. Also, AGE induced up-regulated expressions of skin barrier molecules like filaggrin, loricrin, or ZO-1. We evaluated the effects of AGE on protein or mRNA expression levels using western blot or qRT-PCR, respectively. Taken together, these results suggest that the treatment of AGE exerts anti-inflammatory effect on keratinocytes through suppressing inflammatory signaling pathways and up-regulating skin molecules in HaCaT keratinocytes.
5.Aster glehni Ethanol Extract Inhibits Inflammatory Responses Regulating Skin Barrier Molecules in Human Keratinocytes
Tae-Young GIL ; Hyo-Jung KIM ; Hye-Min KIM ; Ha-Yeon SIM ; Woolim CHOI ; Bum Soo LEE ; Ki Hyun KIM ; Hyo-Jin AN
Natural Product Sciences 2024;30(4):262-267
Prolonged skin inflammation is caused by disrupted skin barrier resulting in chronic inflammatory diseases such as atopic dermatitis. As a potent natural product with anti-inflammatory property, Aster glehni (A. glehni) is a traditional edible herb and has been used to treat diabetes or colitis-associated colon cancer. In present study, we figured out an additional effect of A. glehni ethanol extract (AGE) in pro-inflammatory cytokines-stimulated human keratinocytes. Mixture of tumor necrosis factor-alpha (TNF-α) and interferongamma (IFN-γ) was used to induce inflammatory responses in the HaCaT keratinocytes. AGE suppressed activation of ERK mitogen-activated protein kinase, nuclear factor (NF)-κB, and signal transducer and activator of transcription 1 and 3 (STAT1 and STAT3). The treatment of AGE inhibited mRNA expressions of proinflammatory cytokines in TNF-α and IFN-γ-stimulated HaCaT cells. Also, AGE induced up-regulated expressions of skin barrier molecules like filaggrin, loricrin, or ZO-1. We evaluated the effects of AGE on protein or mRNA expression levels using western blot or qRT-PCR, respectively. Taken together, these results suggest that the treatment of AGE exerts anti-inflammatory effect on keratinocytes through suppressing inflammatory signaling pathways and up-regulating skin molecules in HaCaT keratinocytes.
6.Aster glehni Ethanol Extract Inhibits Inflammatory Responses Regulating Skin Barrier Molecules in Human Keratinocytes
Tae-Young GIL ; Hyo-Jung KIM ; Hye-Min KIM ; Ha-Yeon SIM ; Woolim CHOI ; Bum Soo LEE ; Ki Hyun KIM ; Hyo-Jin AN
Natural Product Sciences 2024;30(4):262-267
Prolonged skin inflammation is caused by disrupted skin barrier resulting in chronic inflammatory diseases such as atopic dermatitis. As a potent natural product with anti-inflammatory property, Aster glehni (A. glehni) is a traditional edible herb and has been used to treat diabetes or colitis-associated colon cancer. In present study, we figured out an additional effect of A. glehni ethanol extract (AGE) in pro-inflammatory cytokines-stimulated human keratinocytes. Mixture of tumor necrosis factor-alpha (TNF-α) and interferongamma (IFN-γ) was used to induce inflammatory responses in the HaCaT keratinocytes. AGE suppressed activation of ERK mitogen-activated protein kinase, nuclear factor (NF)-κB, and signal transducer and activator of transcription 1 and 3 (STAT1 and STAT3). The treatment of AGE inhibited mRNA expressions of proinflammatory cytokines in TNF-α and IFN-γ-stimulated HaCaT cells. Also, AGE induced up-regulated expressions of skin barrier molecules like filaggrin, loricrin, or ZO-1. We evaluated the effects of AGE on protein or mRNA expression levels using western blot or qRT-PCR, respectively. Taken together, these results suggest that the treatment of AGE exerts anti-inflammatory effect on keratinocytes through suppressing inflammatory signaling pathways and up-regulating skin molecules in HaCaT keratinocytes.
7.Bronchogenic Cyst Occurring at the Postauricular Area: A Case Report and Literature Review
Da-Hyun KANG ; Ji-Hoon LIM ; Soon-Hyo KWON ; Woo-Young SIM ; Bark-Lynn LEW
Korean Journal of Dermatology 2023;61(8):518-521
Bronchogenic cysts develop from tracheal diverticula or abnormal budding of the anterior foregut during embryological development. The most common extrapulmonary site of such cysts is the mediastinum; however, remote locations such as the lingual, intra-abdominal, and cutaneous regions have also been reported. Moreover, the postauricular location is an uncommon site for this entity. An 11-year-old boy visited our hospital with a long-standing mass in the postauricular area. Ultrasonography revealed a well-circumscribed anechoic nodule measuring 1.02×1.03 cm in size with posterior enhancement. The lesion was then completely excised. Pathological examination revealed a cystic lesion lined with ciliated pseudostratified columnar epithelium, consistent with a bronchogenic cyst. The patient had no local recurrence at 6th month follow-up. Herein, we report the first case of a bronchogenic cyst that developed in the postauricular area, and provide a review of the literature on cutaneous bronchogenic cysts.
8.Epithelioid Schwannoma of the Finger: A Case Report
Ji-Hoon LIM ; Soon-Hyo KWON ; Woo-Young SIM ; Bark-Lynn LEW
Annals of Dermatology 2023;35(Suppl1):S142-S143
9.Long-Term Side Effects of Soft Tissue Filler Injection
Sang-Min CHOI ; Ki-Hun KIM ; Min-Jeong KANG ; Soon-Hyo KWON ; Woo-Young SIM ; Bark-Lynn LEW
Korean Journal of Dermatology 2023;61(4):233-238
Background:
Injectable soft tissue fillers are important elements in facial rejuvenation as they provide volume restoration without significant inconvenience to the patient or substantial associated recovery time. Complications can be classified into immediate, delayed, or late adverse reactions. Most complications are temporary and common throughout the filler classes.
Objective:
To describe the long-term side effects of fillers.
Methods:
A retrospective study of 10 patients who experienced long-term side effects of soft tissue filler injections between 2007 and 2018 was conducted. A long-term reaction was defined as a complication that occurred 1 year after soft tissue filler injection at any facial site.
Results:
Ten patients were included in the study. All the patients visited our department because of a palpable subcutaneous nodular lesion on their face. The mean duration from receiving the filler injection to the appearance of side effects was 4.3 years (range, 1∼12 years). Based on their clinicopathological features, complications were roughly classified into granulomatous inflammation (60.0%), non-inflammatory palpable nodule formation (20.0%), abscess (10.0%), and dermal fibrosis with inflammation (10.0%).
Conclusion
Regardless of the filler type, side effects can appear up to 12 years after injection. The most common type is a granulomatous lesion; however, it can appear as a non-granulomatous lesion. Therefore, when a patient visits with a nodule or an edematous lesion without any recall reason, careful history taking is needed to find any associated clues. With close follow-up and appropriate treatment, complications associated with injectable soft tissue fillers can be limited and competently managed.
10.Occurence of Cutaneous Marginal Zone B-Cell Lymphoma Post Breast Cancer Chemotherapy: A Case Report
Ji-Hoon LIM ; Soon-Hyo KWON ; Woo-Young SIM ; Bark-Lynn LEW
Annals of Dermatology 2023;35(Suppl2):S327-S331
Primary cutaneous marginal zone B-cell lymphomas (PCMZLs) are classified as lowgrade as they run an indolent course. They are histologically characterized through nonepidermotropic nodular or diffuse infiltrates consisting of small or medium heterogeneous atypical lymphoid cells. In the past few years, chemotherapy has increased the survival rate of breast cancer patients. However, the adverse effects of treatment, such as leukemia, have also been shown to emerge gradually. Additionally, cases of occurrence of non-Hodgkin lymphoma (NHL) post chemotherapy have also been reported. A 48-year-old female patient was presented with a violaceous nodule on her left thigh. Around 15 months ago, she completed breast cancer chemotherapy. Eight months later, a skin lesion appeared. Histological findings revealed dense and nodular lymphocyte infiltration. Immunohistochemical staining was positive for CD20 and BCL2. Clinical and histological examination of the lesions confirmed PCMZL. After systemic evaluation, lymphoma was found to be limited to the skin, and thus, she underwent complete excision of the lesion. At the first month followup, there was a recurrent lesion on the right wrist, which was excised successfully. However, recurrences occurred again in the calf and forearm in the following five and two months, respectively. These lesions were also confirmed with PCMZL using biopsy. We assume that this case is related to chemotherapy as it was presented and recurred abruptly post chemotherapy. Additionally, there are several reported cases of NHL post breast cancer chemotherapy. However, this is the first case report of PCMZL associated with chemotherapy.

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