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1.
J Transl Med ; 21(1): 76, 2023 02 03.
Article in English | MEDLINE | ID: mdl-36737814

ABSTRACT

BACKGROUND: Identifying candidates responsive to treatment is important in lupus nephritis (LN) at the renal flare (RF) because an effective treatment can lower the risk of progression to end-stage kidney disease. However, machine learning (ML)-based models that address this issue are lacking. METHODS: Transcriptomic profiles based on DNA microarray data were extracted from the GSE32591 and GSE112943 datasets. Comprehensive bioinformatics analyses were performed to identify disease-defining genes (DDGs). Peripheral blood samples (GSE81622, GSE99967, and GSE72326) were used to evaluate the effect of DDGs. Single-sample gene set enrichment analysis (ssGSEA) scores of the DDGs were calculated and correlated with specific immunology genes listed in the nCounter panel. GSE60681 and GSE69438 were used to examine the ability of the DDGs to discriminate LN from other renal diseases. K-means clustering was used to obtain the separate gene sets. The clustering results were extended to data derived using the nCounter technique. The least absolute shrinkage and selection operator (LASSO) algorithm was used to identify genes with high predictive value for treatment response after the first RF in each cluster. LASSO models with tenfold validation were built in GSE200306 and assessed by receiver operating characteristic (ROC) analysis with area under curve (AUC). The models were validated by using an independent dataset (GSE113342). RESULTS: Forty-five hub genes specific to LN were identified. Eight optimal disease-defining clusters (DDCs) were identified in this study. Th1 and Th2 cell differentiation pathway was significantly enriched in DDC-6. LCK in DDC-6, whose expression positively correlated with various subsets of T cell infiltrations, was found to be differentially expressed between responders and non-responders and was ranked high in regulatory network analysis. Based on DDC-6, the prediction model had the best performance (AUC: 0.75; 95% confidence interval: 0.44-1 in the testing set) and high precision (0.83), recall (0.71), and F1 score (0.77) in the validation dataset. CONCLUSIONS: Our study demonstrates that incorporating knowledge of biological phenotypes into the ML model is feasible for evaluating treatment response after the first RF in LN. This knowledge-based incorporation improves the model's transparency and performance. In addition, LCK may serve as a biomarker for T-cell infiltration and a therapeutic target in LN.


Subject(s)
Kidney Failure, Chronic , Lupus Nephritis , Humans , Lupus Nephritis/genetics , Kidney , Algorithms , Machine Learning
2.
Psychogeriatrics ; 22(6): 813-821, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36054326

ABSTRACT

BACKGROUND: This study aimed to use item response theory (IRT) to explore the item-by-item characteristics of a mild cognitive impairment (MCI) screening tool using community-based data. METHODS: The Yilan Study is a community-based study that has been conducted since 2012. Until March 2020, 2230 older adults were interviewed according to the household registration data. IRT was applied to determine the item-by-item distinctive characteristics of the Eight-item Interview to Differentiate Aging and Dementia (AD8). RESULTS: The MCI characteristics in the AD8 items have varying degrees of item response threshold. In all circumstances, item AD8-8, which is related to self-rated memory ability, had a low item response threshold. AD8-5 and AD8-7, which are related to the comparisons of time-oriented functional status, had slightly lower thresholds, especially for those aged 65-79 years or without activity limitations. Conversely, AD8-1, AD8-2, AD8-3, AD8-4, and AD8-6 had similar item response thresholds and discriminative power; these items have more detailed functional descriptions or examples for illustration. CONCLUSIONS: Concise and understandable elements are often expected in community-based screening tools. For community-based health screening and population empowerment in the early detection of MCI, assessment tool items with detailed functional descriptions and examples for illustration have similar validities in most of the population. Items related to self-rated memory ability might be less valid. More examples may be needed for items constructed for comparing time-oriented functional status, especially in extremely old adults and individuals with activity limitations.


Subject(s)
Cognitive Dysfunction , Dementia , Humans , Aged , Dementia/psychology , Sensitivity and Specificity , ROC Curve , Cognitive Dysfunction/diagnosis , Mass Screening , Surveys and Questionnaires , Neuropsychological Tests
3.
Nanomedicine ; 46: 102601, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36089233

ABSTRACT

In this work, we conducted a proof-of-concept experiment based on biofunctionalized magneto-plasmonic nanoparticles (MPNs) and magneto-optical Faraday effect for in vitro Alzheimer's disease (AD) assay. The biofunctionalized γ-Fe2O3@Au MPNs of which the surfaces are modified with the antibody of Tau protein (anti-τ). As anti-τ reacts with Tau protein, biofunctionalized MPNs aggregate to form magnetic clusters which will hence induce the change of the reagent's Faraday rotation angle. The result showed that the γ-Fe2O3@Au core-shell MPNs can enhance the Faraday rotation with respect to the raw γ-Fe2O3 nanoparticles. Because of their magneto-optical enhancement effect, biofunctionalized γ-Fe2O3@Au MPNs effectively improve the detection sensitivity. The detection limit of Tau protein as low as 9 pg/mL (9 ppt) was achieved. Furthermore, the measurements of the clinical samples from AD patients agreed with the CDR evaluated by the neurologist. The results suggest that our method has the potential for disease assay applications.


Subject(s)
Alzheimer Disease , Nanoparticles , Humans , Alzheimer Disease/diagnosis , Ferric Compounds , Gold , Immunoassay , tau Proteins , Metal Nanoparticles
4.
Biochem Biophys Res Commun ; 584: 32-38, 2021 12 20.
Article in English | MEDLINE | ID: mdl-34763165

ABSTRACT

Melatonin is a hormone majorly secreted by the pineal gland and contributes to a various type of physiological functions in mammals. The melatonin production is tightly limited to the AANAT level, yet the most known molecular mechanisms underlying AANAT gene transcription is limited in the pinealocyte. Here, we find that c-Fos and cAMP-response element-binding protein (CREB) decreases and increases the AANAT transcriptional activity in renal tubular epithelial cell, respectively. Notably, c-Fos knockdown significantly upregulates melatonin levels in renal tubular cells. Functional results indicate that AANAT expression is decreased by c-Fos and resulted in enhancement of cell damage in albumin-injury cell model. We further find an inverse correlation between c-Fos and AANAT levels in renal tubular cells from experimental membranous nephropathy (MN) samples and clinical MN specimens. Our finding provides the molecular basis of c-Fos in transcriptionally downregulating expression of AANAT and melatonin, and elucidate the protective role of AANAT in preventing renal tubular cells death in albumin-injury cell model and MN progression.


Subject(s)
Arylalkylamine N-Acetyltransferase/genetics , Down-Regulation , Epithelial Cells/metabolism , Glomerulonephritis, Membranous/genetics , Proto-Oncogene Proteins c-fos/genetics , Animals , Arylalkylamine N-Acetyltransferase/metabolism , Cell Line , Cells, Cultured , Cyclic AMP Response Element-Binding Protein/genetics , Cyclic AMP Response Element-Binding Protein/metabolism , Glomerulonephritis, Membranous/metabolism , Glomerulonephritis, Membranous/pathology , HEK293 Cells , Humans , Kidney Tubules/cytology , Melatonin/metabolism , Mice , Proto-Oncogene Proteins c-fos/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcriptional Activation
5.
Nutrients ; 13(10)2021 Oct 14.
Article in English | MEDLINE | ID: mdl-34684606

ABSTRACT

Muscle wasting and hyperphosphatemia are becoming increasingly prevalent in patients who exhibit a progressive decline in kidney function. However, the association between serum phosphate (Pi) level and sarcopenia in advanced chronic kidney disease (CKD) patients remains unclear. We compared the serum Pi levels between advanced CKD patients with (n = 51) and those without sarcopenia indicators (n = 83). Low appendicular skeletal muscle mass index (ASMI), low handgrip strength, and low gait speed were defined per the standards of the Asian Working Group for Sarcopenia. Mean serum Pi level was significantly higher in advanced CKD patients with sarcopenia indicators than those without sarcopenia indicators (3.88 ± 0.86 vs. 3.54 ± 0.73 mg/dL; p = 0.016). Univariate analysis indicated that serum Pi was negatively correlated with ASMI, handgrip strength, and gait speed. Multivariable analysis revealed that serum Pi was significantly associated with handgrip strength (standardized ß = -0.168; p = 0.022) and this association persisted even after adjustments for potential confounders. The optimal serum Pi cutoff for predicting low handgrip strength was 3.65 mg/dL, with a sensitivity of 82.1% and specificity of 56.6%. In summary, low handgrip strength is common in advanced CKD patients and serum Pi level is negatively associated with handgrip strength.


Subject(s)
Hand Strength/physiology , Phosphates/blood , Renal Insufficiency, Chronic/blood , Renal Insufficiency, Chronic/physiopathology , Aged , Body Composition , Female , Humans , Male , Middle Aged , Muscle Strength , Muscle, Skeletal/pathology , Muscle, Skeletal/physiopathology , Organ Size , ROC Curve
6.
J Pers Med ; 11(5)2021 May 19.
Article in English | MEDLINE | ID: mdl-34069451

ABSTRACT

The catastrophic coronavirus disease 2019 (COVID-19) pandemic is currently a critical global issue. One well-known complication of COVID-19 in severe cases is acute kidney injury, but no research has given a description of its impact on the kidney in patients with mild symptoms. We explore the renal function changes in mild COVID-19 patients. This retrospective, single-center study included 27 participants with laboratory-detected severe acute respiratory syndrome coronavirus two (SARS-CoV-2) infection who were admitted to the Tri-Service General Hospital from 4 February to 26 May 2020 and analyzed their clinical features, radiological findings, and laboratory data. Data collected upon admission and discharge showed a median estimated glomerular filtration rate (eGFR) of 106.7 mL/min/1.732 m2 and 112.2 mL/min/1.732 m2, respectively, with a p-value of 0.044. A correlation between renal function and the severity of infection was also found and was statistically significant upon admission. Patients with a lower lymphocyte count or higher C-reactive protein, neutrophil count, and neutrophil-to-lymphocyte ratio presented with a decreased eGFR during their early infection phase. The biomarkers (CRP and NLR) may be linked with dynamic changes of renal function in COVID-19 patients who are asymptomatic or have mild symptoms.

7.
PLoS One ; 15(10): e0241435, 2020.
Article in English | MEDLINE | ID: mdl-33125428

ABSTRACT

BACKGROUND: Hyperphosphatemia and calcium load were associated with vascular calcification. The role of calcium-containing phosphate binders (CCPBs) use as important determinants of death and cardiovascular events in predialysis hyperphosphatemic chronic kidney disease (CKD) patients remain unclear due to the absence of evidence for reduced mortality with CCPB use compared with placebo. We aimed to investigate the effect of using CCPBs or nonuse in all-cause mortality rates and cardiovascular events in CKD stage 5 patients between 2000 and 2005 in the Taiwanese National Health Insurance Research Database. METHODS: Patients with known coronary heart disease and those who had undergone dialysis or renal transplantation were excluded. The CCPB users were matched with nonusers by the propensity score model. Multivariable Cox proportional hazards model was used to estimate hazard ratios (HRs) of all-cause mortality and cardiovascular events. RESULTS: During a mean follow-up of 4.58 years, 879 CCPB users were matched with 3516 nonusers. CCPB use was an independent risk factor for cardiovascular events [adjusted hazard ratio (HR) 1.583, 95% confidence interval (CI) 1.393-1.799]. The increased cardiovascular risk was dose-dependent and consistent across all subgroup analyses. Compared with no use, CCPB use was associated with no significant all-cause mortality risk (1.74 vs. 1.75 events per 100 person-years, adjusted HR 0.964, 95% CI 0.692-1.310). CONCLUSIONS: CCPB use in CKD stage 5 patients was associated with a significantly increased cardiovascular event risk compared with the nonusers, whereas the all-cause mortality risk was similar between the two groups. Whether these relationships are causal require further randomized controlled trials.


Subject(s)
Calcium/therapeutic use , Cardiovascular Diseases/etiology , Hyperphosphatemia/complications , Kidney Failure, Chronic/complications , Aged , Calcium/adverse effects , Cardiovascular Diseases/metabolism , Female , Follow-Up Studies , Humans , Hyperphosphatemia/drug therapy , Hyperphosphatemia/metabolism , Kidney Failure, Chronic/drug therapy , Kidney Failure, Chronic/metabolism , Male , Middle Aged , Phosphates/metabolism , Renal Dialysis , Risk Factors , Taiwan/epidemiology
9.
Epilepsy Behav Case Rep ; 11: 77-80, 2019.
Article in English | MEDLINE | ID: mdl-30788213

ABSTRACT

Creutzfeldt-Jakob disease (CJD) presents with seizures as an early symptom in only approximately 3% of cases. These seizures often present as nonconvulsive status epilepticus (NCSE) or epilepsia partialis continua (EPC). Here, we describe a case of probable sporadic CJD (sCJD) in an 83-year-old man whose manifest an unusual presentation of left-hand tonic seizures without evolution to EPC, as well as brain MRI findings interpreted as peri-ictal changes, which led to an initial misdiagnosis of focal epilepsy.

10.
PLoS One ; 13(4): e0196214, 2018.
Article in English | MEDLINE | ID: mdl-29694392

ABSTRACT

OBJECTIVES: To develop a simple dementia screening tool to assist primary care physicians in identifying patients with cognitive impairment among subjects with memory complaints or at a high risk for dementia. DESIGN: The Brain Health Test (BHT) was developed by several experienced neurologists, psychiatrists, and clinical psychologists in the Taiwan Dementia Society. Validation of the BHT was conducted in the memory clinics of various levels of hospitals in Taiwan. PARTICIPANTS: All dementia patients at the memory clinics who met the inclusion criteria of age greater or equal to 50 years were enrolled. Besides the BHT, the Mini-Mental State Examination and Clinical Dementia Rating were used to evaluate the cognition state of the patients and the severity of dementia. RESULTS: The BHT includes two parts: a risk evaluation and a cognitive test (BHT-cog). Self or informants reports of memory decline or needing help from others to manage money or medications were significantly associated with cognitive impairment. Among the risk factors evaluated in the BHT, a total risk score greater or equal to 8 was defined as a high risk for dementia. The total score for the finalized BHT-cog was 16. When the cutoff value for the BHT-cog was set to 10 for differentiating dementia and a normal mental state, the sensitivity was 91.5%, the specificity was 87.3%, the positive predictive value was 94.8%, and the negative predictive value was 80.1% The area under the receiver operating characteristic curve between dementia and healthy subjects was 0.958 (95% CI = 0.941-0.975). CONCLUSIONS: The BHT is a simple tool that may be useful in primary care settings to identify high-risk patients to target for cognitive screening.


Subject(s)
Cognitive Dysfunction/diagnosis , Dementia/diagnosis , Aged , Aged, 80 and over , Dementia/psychology , Diagnosis, Differential , Early Diagnosis , Female , Humans , Male , Memory and Learning Tests , Mental Status and Dementia Tests , Neuropsychological Tests , Primary Health Care , ROC Curve , Taiwan
11.
Acta Cardiol Sin ; 33(1): 50-57, 2017 Jan.
Article in English | MEDLINE | ID: mdl-28115807

ABSTRACT

BACKGROUND: It is critical to recognize high risk patients who are prone to develop stroke in the management of atrial fibrillation (AF). The purpose of this study was to identify the determinants of AF related stroke by assessing the anatomical and functional remodeling of cardiac chambers. METHODS: We compared the cardiac structure and function of 28 consecutive patients with paroxysmal and persistent AF-related stroke with 69 patients with AF and 21 controls without stroke using contrast-enhanced 64-slice multi-detector computed tomography during sinus rhythm. RESULTS: The volume of left atrium (LA), LA appendage (LAA) and right atrium (RA) were significantly increased across the groups with sinus rhythm (SR), AF and AF-related stroke (p < 0.001 for each, respectively). The emptying fraction and booster-pump function of LA, LAA and RA were decreased across the groups (p < 0.001 for each). In addition, the left ventricular mass index was increased in AF related stroke (p = 0.003). Using multivariate analysis, increased age (p = 0.003), reduced booster-pump function of LA (p = 0.01), LAA (p < 0.001) and RA (p < 0.001) were shown to be independently associated with the occurrence of stroke. CONCLUSIONS: The dilatation and contractile dysfunction of both atria are related to the development of stroke in patients with paroxysmal and persistent AF. Our results suggested that the use of substrate-based assessment may help improve risk stratification of stroke in patients with AF.

12.
Medicine (Baltimore) ; 95(14): e3260, 2016 Apr.
Article in English | MEDLINE | ID: mdl-27057876

ABSTRACT

Epicardial adipose tissue (EAT) is positively associated with risk factors for cardiovascular disease, but the role of EAT in the development of atrial fibrillation (AF)-related stroke and its association with the anatomical and functional remodeling of the left atrium (LA) have not been elucidated.This was a comparative cross-sectional study. Twenty-seven patients with paroxysmal or persistent AF and cardioembolic stroke were selected and compared with 68 age- and sex-matched AF patients without stroke. In addition, 20 controls without a history of AF or stroke were included. The periatrial EAT and the structural and functional properties of the LA and left ventricle were evaluated using contrast-enhanced 64-slice multidetector computed tomography during sinus rhythm. Total EAT around the LA was significantly increased across the groups (control vs AF vs AF-related stroke, P < 0.001). The volumes of the LA and the LA appendage (LAA) were also significantly increased across the 3 groups (P < 0.001 for each). The emptying fraction of the LA and LAA and the booster-pump function of the LA and LAA were all reduced across the 3 groups (P < 0.001 for all). In addition, the Hounsfield unit (HU) ratio of the LAA to the ascending aorta (LAA/AA) was also decreased in patients with stroke (P < 0.001). Furthermore, EAT had a negative correlation with the dynamic function of the LA, LAA, and the HU ratio. After a multivariate analysis, increased EAT (P < 0.001) was shown to be independently associated with the occurrence of AF-related stroke.Periatrial EAT was increased and was correlated with atrial dysfunction in patients with AF-related stroke. Hence, EAT assessment may potentially offer an incremental value for grading the risk of cardioembolic stroke in patients with AF.


Subject(s)
Adipose Tissue , Atrial Fibrillation/complications , Heart Atria , Pericardium , Stroke/etiology , Cross-Sectional Studies , Female , Humans , Male , Middle Aged
13.
Comput Math Methods Med ; 2015: 953868, 2015.
Article in English | MEDLINE | ID: mdl-26120358

ABSTRACT

Alzheimer's disease (AD) is the most common form of dementia. According to one hypothesis, AD is caused by the reduced synthesis of the neurotransmitter acetylcholine. Therefore, acetylcholinesterase (AChE) inhibitors are considered to be an effective therapy. For clinicians, however, AChE inhibitors are not a predictable treatment for individual patients. We aimed to disclose the difference by biosignal processing. In this study, we used multiscale entropy (MSE) analysis, which can disclose the embedded information in different time scales, in electroencephalography (EEG), in an attempt to predict the efficacy of AChE inhibitors. Seventeen newly diagnosed AD patients were enrolled, with an initial minimental state examination (MMSE) score of 18.8 ± 4.5. After 12 months of AChE inhibitor therapy, 7 patients were responsive and 10 patients were nonresponsive. The major difference between these two groups is Slope 2 (MSE6 to 20). The area below the receiver operating characteristic (ROC) curve of Slope 2 is 0.871 (95% CI = 0.69-1). The sensitivity is 85.7% and the specificity is 60%, whereas the cut-off value of Slope 2 is -0.024. Therefore, MSE analysis of EEG signals, especially Slope 2, provides a potential tool for predicting the efficacy of AChE inhibitors prior to therapy.


Subject(s)
Alzheimer Disease/drug therapy , Alzheimer Disease/pathology , Cholinesterase Inhibitors/therapeutic use , Electroencephalography , Signal Processing, Computer-Assisted , Acetylcholine/chemistry , Aged , Algorithms , Brain/pathology , Entropy , Female , Humans , Male , Middle Aged , ROC Curve , Reproducibility of Results , Sensitivity and Specificity , Tomography, X-Ray Computed , Treatment Outcome
14.
BMC Pulm Med ; 14: 65, 2014 Apr 22.
Article in English | MEDLINE | ID: mdl-24755048

ABSTRACT

BACKGROUND: Early diagnosis and treatment of nontuberculous mycobacterial lung diseases (NTM-LD) and pulmonary tuberculosis (PTB) are important clinical issues. The present study aimed to compare and identify the chest CT characteristics that help to distinguish NTM lung disease from PTB in patients with acid-fast bacilli (AFB) smear-positive sputum. METHODS: From January 2009 to April 2012, we received 467 AFB smear-positive sputum specimens. A total of 95 CT scans obtained from the 159 patients were analyzed, 75 scans were from patients with PTB and 20 scans from NTM-LD. The typical chest CT findings of mycobacterial diseases were analyzed. RESULTS: In patients with PTB, the prevalence of pleural effusion (38.7% vs. 15.0%; P = 0.047), nodules < 10 mm in size (76.0% vs. 25.0%; P < 0.001), tree-in-bud pattern (81.3% vs. 55.0%; P = 0.021), and cavities (31.1% vs. 5.0%; P = 0.018) were significantly higher than patients with NTM. Of the 20 patients with NTM lung diseases, bronchiectasis and cystic changes were significantly higher than patients with PTB (20.0% vs. 4.0%; P = 0.034). In multivariate analysis, CT scan findings of nodules was independently associated with patients with diagnoses of PTB (odds ratio [OR], 0.07; 95% confidence interval [CI], 0.02-0.30). Presence of bronchiectasis and cystic changes in CT scans was strongly associated with patients with NTM-LD (OR, 33.04; 95% CI, 3.01-362.55). CONCLUSIONS: The CT distinction between NTM-LD and PTB may help radiologists and physicians to know the most likely diagnoses in AFB-smear positive patients and avoid unnecessary adverse effects and the related costs of anti-TB drugs in endemic areas.


Subject(s)
Mycobacterium Infections, Nontuberculous/diagnostic imaging , Sputum/microbiology , Tomography, X-Ray Computed/methods , Tuberculosis, Pulmonary/diagnostic imaging , Adult , Age Distribution , Aged , Analysis of Variance , Cohort Studies , Confidence Intervals , Diagnosis, Differential , Female , Humans , Incidence , Logistic Models , Male , Middle Aged , Multivariate Analysis , Mycobacterium Infections, Nontuberculous/diagnosis , Mycobacterium Infections, Nontuberculous/epidemiology , Odds Ratio , Retrospective Studies , Risk Assessment , Sex Distribution , Taiwan/epidemiology , Tuberculosis, Pulmonary/diagnosis , Tuberculosis, Pulmonary/epidemiology
15.
J Chin Med Assoc ; 76(2): 78-82, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23351417

ABSTRACT

BACKGROUND: The most common serious complication following acute ischemic stroke is pneumonia, which may increase mortality and worsen clinical outcomes. The purpose of this study was to investigate the predictors of 30-day mortality in patients with pneumonia following acute ischemic stroke. METHODS: From June 2006 to May 2011, we retrospectively included 51 patients with pneumonia following acute ischemic stroke. We analyzed the clinical features, microbiologic data, and outcomes. Predictors of 30-day mortality were investigated by univariate and multivariate analysis. RESULTS: The acute ischemic strokes were caused by large-artery atherosclerosis in 37 (72.5%) of the 51 patients. We found that the most common pathogen responsible for poststroke pneumonia was Klebsiella pneumoniae, followed by Pseudomonas aeruginosa and Escherichia coli. Ultimately, 12 patients died of progressive sepsis due to pneumonia after the acute ischemic stroke. The 30-day mortality rate was 23.5%. In the univariate analysis, patients who died within 30 days had higher National Institutes of Health Stroke Scale scores, higher CURB-65 scores, elevated instability of hemodynamic status, and lower Glasgow Coma Scale (GCS) scores. In Cox regression analysis, a GCS score of <9 on the day of pneumonia onset was only significant indicator for 30-day mortality (hazard ratio, 6.72; 95% confidence interval, 2.12-21.30, p = 0.001). CONCLUSION: Pneumonia after acute ischemic stroke is a severe complication. Once stroke-related pneumonia develops, neurologic assessment, CURB-65 score, and shock can be used to predict the ultimate prognosis.


Subject(s)
Brain Ischemia/complications , Pneumonia, Bacterial/etiology , Stroke/complications , Aged , Aged, 80 and over , Female , Humans , Male , Proportional Hazards Models , Retrospective Studies
16.
J Neurosci Methods ; 210(2): 230-7, 2012 Sep 30.
Article in English | MEDLINE | ID: mdl-22878177

ABSTRACT

Quantitative electroencephalographs (qEEG) provide a potential method to objectively quantify the cortical activations in Alzheimer's disease (AD), but they are too insensitive to probe the alteration of EEG in the early AD. The sample entropy (SaEn) attempts to quantify the complex information embedded in EEG non-linearly, which fits in that EEG originates from non-linear interactions. However, a technical issue which has been ignored by most researchers is that the signal should be stationary. In order to resolve the non-stationarity of SaEn in EEG to improve the sensitivity, an empirical mode decomposition (EMD) was applied for detrending in this study. Twenty-seven AD patients (9M/18F; mean age 74.0±1.5 years) were included. Their initial Minimal Mental Status Examination was 19.3±0.7. They received the first resting-awake 30-mine EEG before the therapy. Five of them received a follow-up examination within 6 months after the therapy. The 30-s EEG data without artifacts were selected and analyzed with a new proposed method, "EMD-based detrended-SaEn" to attenuate the influence of intrinsic non-stationarity. The correlation factors in 27 AD patients showed a moderate correlation (0.361-0.523, p<0.05) between MMSE and EMD-based detrended SaEn in Fp1, Fp2, F4 and T3. There was a high correlation (Correlation coefficient=0.975, p<0.05) between the changes of MMSE and the changes of EMD-based detrended-SaEn in F7 in 5 follow-up patients. The dynamic complexity of EEG fluctuations is degraded by pathological degeneration, and EMD-based detrended SaEn provides an objective, non-invasive and non-expensive tool for evaluating and following AD patients.


Subject(s)
Alzheimer Disease/physiopathology , Brain Waves/physiology , Electroencephalography , Entropy , Signal Processing, Computer-Assisted , Aged , Brain Mapping , Female , Follow-Up Studies , Humans , Male , Mental Status Schedule
17.
J Rehabil Med ; 44(3): 229-34, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22367477

ABSTRACT

OBJECTIVE: To determine the influence of mechanical intermittent cervical traction on the autonomic system. DESIGN: Prospective, cases series study. SUBJECTS: Sixteen healthy volunteers without contraindications for cervical traction. METHODS: Subjects received mechanical intermittent cervical traction in a sitting position under two traction forces (10% and 20% of total body weight). Electrocardiographic and neck surface electromyographic signals were recorded and analysed from 3 5-min periods (before, during and after traction). Subjective symptoms, heart rate and heart rate variability parameters, including standard deviation of all normal-to-normal beat intervals, very low-frequency power, low-frequency power, high-frequency power, multiscale entropy, slope of multiscale entropy, and root mean square value of electromyography amplitude were statistically compared. RESULTS: This pilot study showed that using 10% body weight traction force was more comfortable than using 20% body weight. Only subtle perturbation was noted in the autonomic system when using 20% body weight traction force. CONCLUSION: The response pattern of heart rate variability analysis in this pilot study provides some early information about individual discomfort in cervical traction. The autonomic modulation and the safety of cervical traction with other modality settings or in patients with neck pain require further study.


Subject(s)
Autonomic Nervous System/physiopathology , Cervical Vertebrae , Heart Rate , Neck Pain/physiopathology , Neck , Traction/adverse effects , Adult , Body Weight , Electrocardiography , Electromyography , Female , Humans , Male , Middle Aged , Neck Pain/etiology , Pilot Projects , Prospective Studies , Reference Values , Traction/methods
18.
J Geriatr Psychiatry Neurol ; 20(3): 172-7, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17712101

ABSTRACT

Survival time and mortality risk factors in patients with Alzheimer's disease (AD) have been documented in Western countries, but comparable information on the ethnic Chinese is scarce. We consecutively recruited 159 AD patients and 145 control subjects from the Memory Clinic of Taipei Veterans General Hospital. After admission to the study, each subject received clinical, neuropsychological, and psychiatric evaluation and apolipoprotein E genotyping. Survival status was followed for 5 years. Forty-six AD patients (28.9%) and 3 control subjects (2.1%) died during the 5-year follow-up period. The mean survival time for AD patients was 4.48 years (SD = 0.1 years) after the time of enrollment. Among individuals with AD, those with severe disease, older patients, and those experiencing hallucinations were at greater risk for increased mortality. As expected, AD shortened life expectancy in these patients. The factors found to correlate with a shorter life span may suggest effective health care strategies for AD patients.


Subject(s)
Alzheimer Disease/mortality , Asian People/statistics & numerical data , Aged , Aging/genetics , Aging/psychology , Alzheimer Disease/genetics , Alzheimer Disease/psychology , Apolipoproteins E/genetics , Asian People/genetics , Asian People/psychology , Female , Follow-Up Studies , Geriatric Assessment/methods , Geriatric Assessment/statistics & numerical data , Humans , Interview, Psychological , Longitudinal Studies , Male , Neuropsychological Tests , Prospective Studies , Psychiatric Status Rating Scales , Risk Factors , Severity of Illness Index , Survival Analysis , Taiwan/epidemiology , Veterans/psychology , Veterans/statistics & numerical data
19.
J Geriatr Psychiatry Neurol ; 20(2): 76-83, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17548776

ABSTRACT

We investigated the conversion rate and the risk factors for conversion to dementia from questionable dementia in 124 ethnic Chinese subjects with questionable dementia at a memory clinic of a university hospital. They were evaluated annually based on cognitive testing, the clinical dementia rating scale, and a psychiatrist's interview for depression and anxiety. Apolipoprotein E genotyping was performed on 111 of these questionable dementia subjects. All subjects were evaluated at least twice during the follow-up period of 20.4 +/- 12.4 months. During that period, 42 questionable dementia subjects were diagnosed as having Alzheimer's disease, with an annual conversion rate to dementia of 19.9%. Compared with the 82 nonconverters, the 42 converters were significantly older, had lower cognitive, depression, and anxiety scores, and a higher frequency of the apolipoprotein E epsilon4 allele. Cox regression analysis revealed that the Alzheimer's disease converters had lower scores for orientation, short-term memory, and anxiety, and a higher frequency of the apolipoprotein E epsilon4 allele than the nonconverters.


Subject(s)
Alzheimer Disease/ethnology , Asian People/psychology , Neuropsychological Tests , Age Factors , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/genetics , Alzheimer Disease/psychology , Apolipoprotein E4/genetics , Asian People/genetics , Diagnosis, Differential , Disease Progression , Early Diagnosis , Female , Follow-Up Studies , Genotype , Humans , Male , Middle Aged , Sex Factors , Taiwan
20.
Headache ; 45(1): 76-80, 2005 Jan.
Article in English | MEDLINE | ID: mdl-15663618

ABSTRACT

A 55-year-old woman had new onset of postural headache followed by change of mental status 3 weeks later. Magnetic resonance imaging (MRI) of the brain and whole spine showed typical spontaneous intracranial hypotension (SIH) findings, bilateral subdural hematoma, and cerebrospinal fluid leakage over the T7-T9. Her headache and mentality improved after epidural blood patches. Early recognition and correct diagnosis are crucial for successful treatment in patients with SIH presenting with mental confusion.


Subject(s)
Intracranial Hypotension/complications , Mental Disorders/etiology , Blood Patch, Epidural , Confusion/etiology , Female , Headache/etiology , Humans , Intracranial Hypotension/therapy , Middle Aged
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