1.ATN Classification and Clinical Progression of the Amyloid-Negative Group in Alzheimer’s Disease Neuroimaging Initiative Participants
Soo Hyun CHO ; Shina KIM ; Seong-Min CHOI ; Byeong Chae KIM ;
Chonnam Medical Journal 2024;60(1):51-58
Alzheimer’s disease has recently been classified using three biological markers (amyloid [A], tau [T], and neurodegeneration [N]) to help elucidate its progression. We aimed to investigate whether there were differences between cognitive function and the clinical dementia symptoms over time relative to the ATN classification in the amyloid-negative group. In the Alzheimer’s Disease Neuroimaging Initiative (ADNI) cohort, 310 participants who underwent all the tests required for ATN classification were enrolled. The cognitive function score differences (Alzheimer’s Disease Assessment Scale-Cognitive Subscale 13 [ADAS-Cog 13], Clinical Dementia Rating Sum of Boxes [CDR-SOB], and Mini-Mental State Examination [MMSE]) between the groups were analyzed using the analysis of covariance and score changes over time with a linear mixed-effects model. In the cross-sectional analysis, ADAS-Cog 13 scores were higher for A-T-N+ and A-T+N+ than for A-T-N- (p<0.001) and A-T+N- (p<0.001). In the longitudinal analysis, CDR-SOB scores for A-T+N+ deteriorated faster than A-T-N- (p< 0.001), A-T+N- (p<0.001) and A-T-N+ (p<0.001). Hippocampal atrophy progressed faster in A-T-N+ (p<0.001) and A-T+N+ (p=0.02) than in A-T-N-. Through this study, we discovered that even in individuals classified as amyloid negative, neurodegeneration with tau deposition exacerbates cognitive decline and worsens clinical symptoms, underscoring the need for continuous monitoring and observation.
2.Feasibility of Deep Learning-Based Analysis of Auscultation for Screening Significant Stenosis of Native Arteriovenous Fistula for Hemodialysis Requiring Angioplasty
Jae Hyon PARK ; Insun PARK ; Kichang HAN ; Jongjin YOON ; Yongsik SIM ; Soo Jin KIM ; Jong Yun WON ; Shina LEE ; Joon Ho KWON ; Sungmo MOON ; Gyoung Min KIM ; Man-deuk KIM
Korean Journal of Radiology 2022;23(10):949-958
Objective:
To investigate the feasibility of using a deep learning-based analysis of auscultation data to predict significant stenosis of arteriovenous fistulas (AVF) in patients undergoing hemodialysis requiring percutaneous transluminal angioplasty (PTA).
Materials and Methods:
Forty patients (24 male and 16 female; median age, 62.5 years) with dysfunctional native AVF were prospectively recruited. Digital sounds from the AVF shunt were recorded using a wireless electronic stethoscope before (pre-PTA) and after PTA (post-PTA), and the audio files were subsequently converted to mel spectrograms, which were used to construct various deep convolutional neural network (DCNN) models (DenseNet201, EfficientNetB5, and ResNet50). The performance of these models for diagnosing ≥ 50% AVF stenosis was assessed and compared. The ground truth for the presence of ≥ 50% AVF stenosis was obtained using digital subtraction angiography. Gradient-weighted class activation mapping (Grad-CAM) was used to produce visual explanations for DCNN model decisions.
Results:
Eighty audio files were obtained from the 40 recruited patients and pooled for the study. Mel spectrograms of “pre-PTA” shunt sounds showed patterns corresponding to abnormal high-pitched bruits with systolic accentuation observed in patients with stenotic AVF. The ResNet50 and EfficientNetB5 models yielded an area under the receiver operating characteristic curve of 0.99 and 0.98, respectively, at optimized epochs for predicting ≥ 50% AVF stenosis. However, GradCAM heatmaps revealed that only ResNet50 highlighted areas relevant to AVF stenosis in the mel spectrogram.
Conclusion
Mel spectrogram-based DCNN models, particularly ResNet50, successfully predicted the presence of significant AVF stenosis requiring PTA in this feasibility study and may potentially be used in AVF surveillance.
3.Isolated Complete Tongue Paralysis as a Manifestation of Focal Cortical Infarction
You-Ri KANG ; Han-Sol CHOI ; Hyeon-Joong PARK ; Shina KIM ; Kyung-Ho KANG ; Je-Woo PARK ; Man-Seok PARK ; Ki-Hyun CHO
Journal of the Korean Neurological Association 2021;39(1):23-25
Although isolated contralateral tongue deviation following unilateral cortical infarction was occasionally reported, the unilateral lesion usually produces no significant deficit of tongue motility considering bilateral supranuclear innervation of the hypoglossal nerve. We observed a patient with obvious tongue paralysis, including intrinsic muscles, caused by ischemic stroke involving the motor area of the tongue in the primary motor cortex.
5.Technique failure in Korean incident peritoneal dialysis patients: a national population-based study.
Shina LEE ; Hyunwook KIM ; Kyoung Hoon KIM ; Hoo Jae HANN ; Hyeong Sik AHN ; Seung Jung KIM ; Duk Hee KANG ; Kyu Bok CHOI ; Dong Ryeol RYU
Kidney Research and Clinical Practice 2016;35(4):245-251
BACKGROUND: Technique failure is an important issue for peritoneal dialysis (PD) patients. In this study, we aimed to analyze technique failure rate in detail and to determine the predictors for technique failure in Korea. METHODS: We identified all patients who had started dialysis between January 1, 2005, and December 31, 2008, in Korea, using the Korean Health Insurance Review and Assessment Service database. A total of 7,614 PD patients were included, and the median follow-up was 24.9 months. RESULTS: The crude incidence rates of technique failure in PD patients were 54.1 per 1,000 patient-years. The cumulative 1-, 2-, and 3-year technique failure rates of PD patients were 4.9%, 10.3%, and 15.6%, respectively. However, those technique failure rates by Kaplan–Meier analysis were overestimated compared with the values by competing risks analysis, and the differences increased with the follow-up period. In multivariate analyses, diabetes mellitus and Medical Aid as a crude reflection of low socioeconomic status were independent risk factors in both the Cox proportional hazard model and Fine and Gray subdistribution model. In addition, cancer was independently associated with a lower risk of technique failure in the Fine and Gray model. CONCLUSION: Technique failure was a major concern in patients initiating PD in Korea, especially in diabetic patients and Medical Aid beneficiaries. The results of our study offer a basis for risk stratification for technique failure.
Diabetes Mellitus
;
Dialysis
;
Follow-Up Studies
;
Humans
;
Incidence
;
Insurance, Health
;
Korea
;
Multivariate Analysis
;
Peritoneal Dialysis*
;
Proportional Hazards Models
;
Risk Factors
;
Social Class
6.The Relationship between Magnesium and Endothelial Function in End-Stage Renal Disease Patients on Hemodialysis.
Shina LEE ; Jung Hwa RYU ; Seung Jung KIM ; Dong Ryeol RYU ; Duk Hee KANG ; Kyu Bok CHOI
Yonsei Medical Journal 2016;57(6):1446-1453
PURPOSE: Chronic kidney disease (CKD) patients tend to have higher serum magnesium values than healthy population due to their positive balance of magnesium in kidney. Recent studies found that magnesium level is positively correlated with endothelial function. Therefore, this study was conducted to define the relationship between magnesium level and endothelial dysfunction in end stage renal disease (ESRD) patients on hemodialysis (HD). MATERIALS AND METHODS: A total of 27 patients were included in this cross-sectional study. Iontophoresis with laser-Doppler flowmetry, flow mediated dilation (FMD), and carotid intima-media thickness were measured. Patients' average serum magnesium levels were measured over previous three months, including the examination month. Pearson's correlation coefficient analysis and multivariate regression model were used to define the association between magnesium and endothelial function. RESULTS: In the univariate analysis, higher magnesium levels were associated with better endothelium-dependent vasodilation (EDV) of the FMD in ESRD patients on HD (r=0.516, p=0.007). When the participants were divided into two groups according to the median magnesium level (3.47 mg/dL), there was a significant difference in EDV of FMD (less than 3.47 mg/dL, 2.8±1.7%; more than 3.47 mg/dL, 5.1±2.0%, p=0.004). In multivariate analysis, magnesium and albumin were identified as independent factors for FMD (β=1.794, p=0.030 for serum magnesium; β=3.642, p=0.012 for albumin). CONCLUSION: This study demonstrated that higher serum magnesium level may be associated with better endothelial function in ESRD patients on HD. In the future, a large, prospective study is needed to elucidate optimal range of serum magnesium levels in ESRD on HD patients.
Carotid Intima-Media Thickness
;
Cross-Sectional Studies
;
Endothelium
;
Humans
;
Iontophoresis
;
Kidney
;
Kidney Failure, Chronic*
;
Laser-Doppler Flowmetry
;
Magnesium*
;
Microcirculation
;
Multivariate Analysis
;
Prospective Studies
;
Renal Dialysis*
;
Renal Insufficiency, Chronic
;
Vasodilation
7.The Relationship between Magnesium and Endothelial Function in End-Stage Renal Disease Patients on Hemodialysis.
Shina LEE ; Jung Hwa RYU ; Seung Jung KIM ; Dong Ryeol RYU ; Duk Hee KANG ; Kyu Bok CHOI
Yonsei Medical Journal 2016;57(6):1446-1453
PURPOSE: Chronic kidney disease (CKD) patients tend to have higher serum magnesium values than healthy population due to their positive balance of magnesium in kidney. Recent studies found that magnesium level is positively correlated with endothelial function. Therefore, this study was conducted to define the relationship between magnesium level and endothelial dysfunction in end stage renal disease (ESRD) patients on hemodialysis (HD). MATERIALS AND METHODS: A total of 27 patients were included in this cross-sectional study. Iontophoresis with laser-Doppler flowmetry, flow mediated dilation (FMD), and carotid intima-media thickness were measured. Patients' average serum magnesium levels were measured over previous three months, including the examination month. Pearson's correlation coefficient analysis and multivariate regression model were used to define the association between magnesium and endothelial function. RESULTS: In the univariate analysis, higher magnesium levels were associated with better endothelium-dependent vasodilation (EDV) of the FMD in ESRD patients on HD (r=0.516, p=0.007). When the participants were divided into two groups according to the median magnesium level (3.47 mg/dL), there was a significant difference in EDV of FMD (less than 3.47 mg/dL, 2.8±1.7%; more than 3.47 mg/dL, 5.1±2.0%, p=0.004). In multivariate analysis, magnesium and albumin were identified as independent factors for FMD (β=1.794, p=0.030 for serum magnesium; β=3.642, p=0.012 for albumin). CONCLUSION: This study demonstrated that higher serum magnesium level may be associated with better endothelial function in ESRD patients on HD. In the future, a large, prospective study is needed to elucidate optimal range of serum magnesium levels in ESRD on HD patients.
Carotid Intima-Media Thickness
;
Cross-Sectional Studies
;
Endothelium
;
Humans
;
Iontophoresis
;
Kidney
;
Kidney Failure, Chronic*
;
Laser-Doppler Flowmetry
;
Magnesium*
;
Microcirculation
;
Multivariate Analysis
;
Prospective Studies
;
Renal Dialysis*
;
Renal Insufficiency, Chronic
;
Vasodilation
8.Development of Metabolic Acidosis after Neobladder Reconstruction.
Sae In KIM ; Dong Hyeon LEE ; Kwang Hyun KIM ; Dong Ryeol RYU ; Seung Jung KIM ; Duk Hee KANG ; Kyu Bok CHOI ; Shina LEE
The Ewha Medical Journal 2015;38(3):98-105
OBJECTIVES: Metabolic acidosis frequently develops in patients after neobladder reconstruction. However, the incidence of metabolic acidosis in patients with neobladder and the factors associated with the development of metabolic acidosis have not been well elucidated. We aimed to investigate the incidence and the potential predictors for the development of metabolic acidosis after neobladder reconstruction with intestinal segment. METHODS: We included patients who underwent neobladder reconstruction using intestinal segment at Ewha Womans University Mokdong Hospital between January 1, 2005 and December 31, 2014. A subgroup of patients according to the time of metabolic acidosis occurrence was further analyzed in order to characterize predictors for metabolic acidosis. RESULTS: Metabolic acidosis was encountered in 79.4% of patients with neobladder during follow up period. When patients were divided into 2 groups according to anion gap (AG), total CO2 (18.9+/-2.1 mEq/L vs. 20.0+/-1.3 mEq/L, P=0.001) and chloride (106.6+/-4.9 mE/L vs. 109.4+/-3.6 mEq/L, P<0.001) were significant different between groups with AG>12 and AG< or =12. Furthermore, when patients were divided into 3 groups; patients with metabolic acidosis at postoperative day (POD) 1; from POD 2 to 14 days; after 14 days, there was significant difference among those subgroups. CONCLUSION: Our study showed the rate of metabolic acidosis in patients underwent neobladder reconstruction and the difference between patients with metabolic acidosis and those without metabolic acidosis for the first time in Korea. In the future, well designed prospective study will be needed to prevent metabolic acidosis after neobladder reconstruction.
Acid-Base Equilibrium
;
Acidosis*
;
Cystectomy
;
Female
;
Follow-Up Studies
;
Humans
;
Incidence
;
Korea
;
Prospective Studies
9.Improving Survival Rate of Korean Patients Initiating Dialysis.
Jung Hwa RYU ; Hyunwook KIM ; Kyoung Hoon KIM ; Hoo Jae HANN ; Hyeong Sik AHN ; Shina LEE ; Seung Jung KIM ; Duk Hee KANG ; Kyu Bok CHOI ; Dong Ryeol RYU
Yonsei Medical Journal 2015;56(3):666-675
PURPOSE: The aim of this study was to investigate whether the survival rate among Korean dialysis patients changed during the period between 2005 and 2008 in Korea. MATERIALS AND METHODS: A total of 32357 patients who began dialysis between January 1, 2005 and December 31, 2008 were eligible for analysis. Baseline demographics, comorbidities, and mortality data were obtained from the database of the Health Insurance Review & Assessment Service. RESULTS: Kaplan-Meier curves according to the year of dialysis initiation showed that the survival rate was significantly different (log-rank test, p=0.005), most notably among peritoneal dialysis (PD) patients (p<0.001), although not among hemodialysis (HD) patients (p=0.497). In multivariate analysis, however, patients initiating either HD or PD in 2008 also had a significantly lower risk of mortality compared to those who began dialysis in 2005. Subgroup survival analysis among patients initiating dialysis in 2008 revealed that the survival rate of PD patients was significantly higher than that of HD patients (p=0.001), and the survival benefit of PD over HD remained in non-diabetic patients aged less than 65 years after adjustment of covariates. CONCLUSION: Survival of Korean patients initiating dialysis from 2005 to 2008 has improved over time, particularly in PD patients. In addition, survival rates among patients initiating dialysis in 2008 were different according to patients' age and diabetes, thus we need to consider these factors when dialysis modality should be chosen.
Adult
;
Aged
;
Comorbidity
;
Female
;
Humans
;
Kaplan-Meier Estimate
;
Kidney Failure, Chronic/*mortality/therapy
;
Male
;
Middle Aged
;
Multivariate Analysis
;
Peritoneal Dialysis/*statistics & numerical data
;
Registries
;
Renal Dialysis/*statistics & numerical data
;
Republic of Korea/epidemiology
;
Risk
;
Survival Analysis
;
Survival Rate/*trends
;
Treatment Outcome
10.Spontaneous Renal Rupture Following Urinary Tract Infection and Its Recovery through Conservative Treatment.
So Hyeon HONG ; Do Youn KIM ; Tae Oh KIM ; Ji Yun BAE ; Shina LEE
The Ewha Medical Journal 2014;37(Suppl):S1-S4
Spontaneous renal rupture with subcapsular renal hematoma is a rare disease entity. Hereby, we report a 60-year-old female who presented with abrupt right flank pain and was diagnosed as spontaneous renal rupture with subcapsular hematoma related to urinary tract infection and review related literatures.
Female
;
Flank Pain
;
Hematoma
;
Humans
;
Kidney
;
Middle Aged
;
Rare Diseases
;
Rupture*
;
Rupture, Spontaneous
;
Urinary Tract Infections*

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