1.Clinical Characteristics and Early Outcomes of Stroke Revascularization in Cognitively Impaired Patients on Anti-dementia Medication
Ji Hye YANG ; Sung Jin PARK ; Min Hwan LEE ; Han-Bin LEE ; Ja Seong KOO ; Sang-Mi NOH ; Si-Ryung HAN ; Taewon KIM ; Hyun-Ji CHO ; Hae-Eun SHIN ; Sang Bong LEE ; Si Baek LEE ; A-Hyun CHO
Journal of Neurosonology and Neuroimaging 2025;17(2):31-36
Background:
Poor outcomes after acute ischemic stroke (AIS) revascularization are anticipated in patients with dementia due to advanced age, comorbidities, and reduced disease awareness. This study investigated clinical characteristics and short-term outcomes of AIS revascularization in patients undergoing dementia treatment.
Methods:
We retrospectively reviewed patients who underwent AIS revascularization therapy at eight centers of the Catholic University of Korea. Patients receiving anti-dementia medication for cognitive impairment before stroke onset were analyzed. Clinical characteristics and outcomes, including the modified Rankin Scale (mRS) score, hemorrhagic transformation, and mortality, were collected.
Results:
Among 1,379 patients who received AIS revascularization over 5 years, 13 (0.94%; mean age 83 years; 8 females) had a preexisting diagnosis of dementia (Alzheimer’s disease in 11, mild cognitive impairment in 2) and were on anti-dementia medication. Two patients underwent intravenous thrombolysis combined with endovascular therapy, whereas 11 underwent endovascular therapy alone. Most patients (11/13, 84.6%) presented with an unclear onset time. Stroke lesions were located in the right middle cerebral artery (MCA) in seven cases, left MCA in three, bilateral MCAs in one, and posterior circulation in two. Hemorrhagic transformation occurred in six patients (46%), of whom three (23%) were symptomatic. The mRS scores at discharge were 6 in two patients, 5 in one patient, 4 in nine patients, and 3 in one patient. Four patients died within 3 months of stroke onset.
Conclusion
The proportion of patients with cognitive impairment receiving anti-dementia medication among those undergoing stroke revascularization therapy was very small. The rates of hemorrhagic transformation and mortality were high. None of the patients achieved favorable outcomes at discharge.
2.Predictive models for posttransplant diabetes mellitus in kidney transplant recipients using machine learning and deep learning approach: a nationwide cohort study from South Korea
Seoyoung CHOI ; Mi Ryung PYO ; Sangwoong KIM ; Jong Cheol JEONG ; Yu Ho LEE ; Hyejin MO ; Jeong-Hoon LEE ; Jaeseok YANG ; Myoung Soo KIM ; Hye Eun YOON ; Sejoong KIM ;
Kidney Research and Clinical Practice 2025;44(6):984-995
Background:
Posttransplant diabetes mellitus (PTDM) complicates kidney transplant recipients (KTRs) in morbidity and mortality. This study aimed to predict PTDM risk in KTRs using machine learning and deep learning models.
Methods:
Data were obtained from the Korea Organ Transplantation Registry, a nationwide cohort study of KTRs. Four machine learning algorithms, including eXtreme Gradient Boosting (XGBoost), CatBoost, light gradient boosting machine and logistic regression, and deep learning were implemented on 41 pretransplant and 31 posttransplant variables to predict PTDM. Model performance was assessed using the area under the curve (AUC) of the receiver operating characteristic curve, accuracy, precision, recall, and F1 score.
Results:
Among 3,213 KTRs, 497 patients (15.5%) developed PTDM within 1 year. The PTDM group had higher age, body mass index (BMI), triglyceride level, and prevalence of hypertension and cardiovascular disease, and lower total cholesterol level at baseline than the No-PTDM group. The XGBoost model showed the highest AUC (0.738) and F1 score (0.42), and modest accuracy (0.86), while the CatBoost model exhibited the highest accuracy (0.87) and precision (0.79). Feature importance in XGBoost was highest for recipient age, followed by baseline BMI, triglyceride level at posttransplant 6 months, baseline glycated hemoglobin and high-density lipoprotein cholesterol level, white blood cell (WBC) count and serum uric acid level at 6 months, baseline WBC count, and tacrolimus trough level at discharge.
Conclusion
The XGBoost model demonstrated the best performance for predicting PTDM within 1 year, offering an accurate tool for early identification and personalized care of high-risk KTRs for PTDM.
3.SUVmax Predicts Disease Progression after Stereotactic Ablative Radiotherapy in Stage I Non-small Cell Lung Cancer
Yoo-Kang KWAK ; Hee Hyun PARK ; Kyu Hye CHOI ; Eun Young PARK ; Soo Yoon SUNG ; Sea-Won LEE ; Ji Hyun HONG ; Hyo Chun LEE ; Ie Ryung YOO ; Yeon Sil KIM
Cancer Research and Treatment 2020;52(1):85-97
Purpose:
Fluorodeoxyglucose positron emission tomography–computed tomography (PET-CT) is gaining evidence as a predictive factor in non-small cell lung cancer (NSCLC). Stereotactic ablative radiotherapy (SABR) is the standard treatment in early-stage NSCLC when a patient is unsuitable for surgery. We performed a study to assess the prognostic clinical significance of PET-CT after SABR in early-stage NSCLC.
Materials and Methods:
Seventy-six patients with stage I NSCLC treated with SABR were investigated. Total radiation dose ranged from 36 to 63 Gy in three to eight fractions depending on tumor location and size. Respiratory motion control was implemented at simulation and during treatment. PET-CT prior to SABR was performed in 66 patients (86.8%).
Results:
Median follow-up time was 32 months (range, 5 to 142 months). Local control rate at 1, 2, and 5 years were 95.9%, 92.8%, and 86.7%, respectively. Overall survival (OS) at 1, 2, and 5 years were 91.0%, 71.3%, and 52.1% respectively. Cause-specific survival at 1, 2, and 5 years were 98.6%, 93.1%, and 84.3% respectively. Tumor size and pre-SABR maximal standardized uptake value (SUVmax) demonstrated statistical significance in the Kaplan-Meier survival analyses with log-rank test. In multivariate analyses pre-SABR SUVmax remained statistically significant in correlation to OS (p=0.024; hazard ratio [HR], 3.2; 95% confidence interval [CI], 1.2 to 8.8) and with marginal significance in regards to regional progression-free survival (p=0.059; HR, 32.5; 95% CI, 2.6 to 402.5).
Conclusion
Pre-SABR SUVmax demonstrated a predictive power in statistical analyses. Tumors with SUVmax above 6 at diagnosis were associated with inferior outcomes.
4.Radiation nephritis: (99m)Tc hydroxydiphosphonate bone scan, (99m)Tc dimercaptosuccinic acid renal scan, and ¹⁸F-FDG PET/CT findings.
Hye Lim PARK ; Ie Ryung YOO ; Yeon Sil KIM ; Jin Hyoung KANG ; Ji Eun LEE
The Korean Journal of Internal Medicine 2018;33(4):837-838
No abstract available.
Nephritis*
;
Positron-Emission Tomography and Computed Tomography*
;
Succimer*
5.Decreased Galectin-3 and -7 Expressions in Old-Aged Skin and Their Differential Expression in Skin Equivalents.
Jee Woong CHOI ; Kyung Mi NAM ; Hye Ryung CHOI ; Dong Hun LEE ; Chang Hun HUH ; Kyung Chan PARK
Annals of Dermatology 2018;30(3):375-378
No abstract available.
Galectin 3*
;
Skin*
6.HSP60 is required for stemness and proper differentiation of mouse embryonic stem cells
Nan Hee SEO ; Eun Hye LEE ; Jin Hee SEO ; Hwa Ryung SONG ; Myung Kwan HAN
Experimental & Molecular Medicine 2018;50(3):e459-
Embryonic stem cells (ESCs) are metabolically distinct from their differentiated counterparts. ESC mitochondria are less complex and fewer in number than their differentiated progeny. However, few studies have examined the proteins responsible for differences in mitochondrial structure and function between ESCs and somatic cells. Therefore, in this study, we aimed to investigate the differences between mitochondrial proteins in these two cell types. We demonstrate that HSP60 is more abundant in mouse ESC mitochondria than in mouse embryonic fibroblasts. Depletion of HSP60 inhibited mouse ESC proliferation and self-renewal, characterized by decreased OCT4 expression. HSP60 depletion also enhanced apoptosis during mouse ESC differentiation into embryoid bodies. Our results suggest that HSP60 expression has an essential role in ESC self-renewal and survival of differentiated cells from ESCs.
7.First detection and genetic characterization of porcine parvovirus 7 from Korean domestic pig farms
In Ohk OUH ; Seyeon PARK ; Ju Yeon LEE ; Jae Young SONG ; In Soo CHO ; Hye Ryung KIM ; Choi Kyu PARK
Journal of Veterinary Science 2018;19(6):855-857
Porcine parvovirus 7 (PPV7) was first detected in Korean pig farms in 2017. The detection rate of PPV7 DNA was 24.0% (30/125) in aborted pig fetuses and 74.9% (262/350) in finishing pigs, suggesting that PPV7 has circulated among Korean domestic pig farms. Phylogenetic analysis based on capsid protein amino acid sequences demonstrated that the nine isolated Korean strains (PPV-KA1-3 and PPV-KF1-6) were closely related to the previously reported USA and Chinese PPV7 strains. In addition, the Korean strains exhibit genetic diversity with both insertion and deletion mutations. This study contributes to the understanding of the molecular epidemiology of PPV7 in Korea.
Aborted Fetus
;
Agriculture
;
Amino Acid Sequence
;
Asian Continental Ancestry Group
;
Capsid Proteins
;
DNA
;
Fetus
;
Genetic Variation
;
Humans
;
Korea
;
Molecular Epidemiology
;
Parvovirus, Porcine
;
Sequence Deletion
;
Sus scrofa
;
Swine
8.Scar Sarcoidosis after Blepharoplasty: A Case Series.
Ji Young CHOI ; Ji Hye LEE ; Tae Hyung KIM ; Soo Chan KIM ; Mi Ryung ROH
Korean Journal of Dermatology 2017;55(7):460-464
Scar sarcoidosis is a cutaneous manifestation of sarcoidosis arising on old cutaneous scars. We report four cases of scar sarcoidosis after blepharoplasty. Lesions were seen to manifest as erythematous, firm, and non-tender nodules diffusely palpable along an upper eyelid scar. Histologically, numerous non-caseating granulomas with multinucleated giant cells were seen. No other evidence of systemic sarcoidosis was observed in any patient. Although rare, sarcoidosis may occur in an eyelid scar after a blepharoplasty. Therefore, scar sarcoidosis should be considered in the differential diagnosis in patients presenting with unusual nodules in blepharoplasty scars.
Blepharoplasty*
;
Cicatrix*
;
Diagnosis, Differential
;
Eyelids
;
Giant Cells
;
Granuloma
;
Humans
;
Sarcoidosis*
9.The Role of F-18 FDG PET/CT in Intrahepatic Cholangiocarcinoma
Yeongjoo LEE ; Ie Ryung YOO ; Sun Ha BOO ; Hyoungwoo KIM ; Hye Lim PARK ; Joo Hyun O
Nuclear Medicine and Molecular Imaging 2017;51(1):69-78
PURPOSE: The aim of this study was to evaluate the diagnostic and prognostic role of metabolic parameters of FDG PET/CT in patients with intrahepatic cholangiocarcinoma (ICC).METHODS: From December 2008 to December 2013, 76 FDG PET/CT scans performed for initial staging of ICC in a single institution (57 male and 19 female; mean age 68 ± 9 years) were retrospectively reviewed. Patients with history of other known malignancy were excluded. Detection rates of regional lymph node and distant metastasis by FDG PET/CT were analyzed in comparison with conventional imaging modalities such as CT or MRI. Metabolic parameters including maximum, peak and mean standardized uptake values (SUVmax, SUVpeak, SUVmean), metabolic tumor volume (MTV), total lesion glycolysis (TLG), glucose corrected SUV (SUVgluc), and glucose corrected TLG (TLGgluc) were measured for the primary tumor. Cut-off values for the metabolic parameters were calculated by ROC curve analysis, and used to dichotomize the patient groups. The overall survival time (OS) was calculated and compared using the Cox proportional hazard regression analysis.RESULTS: The median duration of follow-up period was 5.4 months (interquartile range: 1.45~15.45). FDG PET/CT showed higher sensitivity than conventional imagingmodalities in detection of regional node involvement (74.5 % vs. 61.8 %, p = 0.013). In six patients, distant metastasis was identified only by FDG PET/CT. The mean SUVmax, SUVpeak, SUVmean, MTV, and TLG for the primary tumor were 8.2 ± 3.1, 6.8 ± 2.5, 4.0 ± 0.8, 192.7 ± 360.5 cm3, and 823.7 ± 1615.4, respectively. Patients with higher (≥7.3, HR: 4.280, p = 0.001), higher SUVpeak (≥6.5, HR: 2.333, p = 0.020), higher SUVmean (≥3.9, HR: 2.799, p = 0.004), higher SUVgluc (≥8.1, HR: 2.648, p = 0.012), and higher TLGgluc (≥431.6, HR: 2.186, p = 0.030) showed significantly shorter survival time. By multivariate study, operability was an independent prognostic factor for longer survival (HR: 4.113, p= 0.005).CONCLUSION: FDG PET/CT is an important diagnostic imaging tool in the nodal staging and detection of distant metastasis in ICC patients. Metabolic parameters may have a significant role as prognostic factors in patients with ICC.
Cholangiocarcinoma
;
Diagnostic Imaging
;
Female
;
Follow-Up Studies
;
Glucose
;
Glycolysis
;
Humans
;
Lymph Nodes
;
Magnetic Resonance Imaging
;
Male
;
Neoplasm Metastasis
;
Positron-Emission Tomography
;
Positron-Emission Tomography and Computed Tomography
;
Prognosis
;
Retrospective Studies
;
ROC Curve
;
Tumor Burden
10.Giant Cell Tumor of the Rib: Two Cases of F-18 FDG PET/CT Findings
Hye Lim PARK ; Ie Ryung YOO ; Yeongjoo LEE ; Sonya Youngju PARK ; Chan Kwon JUNG
Nuclear Medicine and Molecular Imaging 2017;51(2):182-185
We report two cases of giant cell tumor arising from the rib and their F-18 FDG PET/CT findings. The two patients complained of chest wall pain, and large lobulated soft tissue masses with intense FDG uptake were seen on F-18 FDG PET/CT. A malignant tumor such as osteosarcoma or chondrosarcoma was suspected due to the large size of the mass, bony destruction, and intense FDG uptake. En bloc resection was performed and final pathologic results revealed giant cell tumor of the rib. Giant cell tumor of the rib is very rare, and larger lesions with high FDG uptake can be misdiagnosed as an intrathoracic malignancy arising from the rib, pleura, or chest wall.
Chondrosarcoma
;
Giant Cell Tumor of Bone
;
Giant Cell Tumors
;
Giant Cells
;
Humans
;
Osteosarcoma
;
Pleura
;
Positron-Emission Tomography and Computed Tomography
;
Ribs
;
Thoracic Wall

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