193 results on '"Hsiao CT"'
Search Results
2. Risk factors of acute ST segment elevation myocardial infarction patients without chest pain
- Author
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Wu, YF, Wang, PC, Hsiao, CT, Hsiao, KY, and Chen, IC
- Published
- 2012
3. The Relationship between Diabetic Autonomic Neuropathy and Diabetic Risk Factors in a Taiwanese Population
- Author
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Jeng-Yueh Hsiao, Hsiao Ct, Hsieh Mc, Chung Tc, Tien Kj, and Hsu-Huei Weng
- Subjects
medicine.medical_specialty ,Population ,Taiwan ,Biochemistry ,Gastroenterology ,Diabetes Complications ,Diabetic Neuropathies ,Internal medicine ,Diabetes mellitus ,Humans ,Medicine ,Heart rate variability ,Risk factor ,education ,Diabetic Autonomic Neuropathy ,education.field_of_study ,business.industry ,Biochemistry (medical) ,Type 2 Diabetes Mellitus ,Cell Biology ,General Medicine ,Middle Aged ,Prognosis ,medicine.disease ,Endocrinology ,Postprandial ,Diabetes Mellitus, Type 2 ,Case-Control Studies ,Female ,business ,Body mass index - Abstract
This study looked at spectral analysis of heart rate variability (HRV) between patients with type 2 diabetes mellitus (DM) and healthy controls. The association between diabetic autonomic neuropathy (DAN) with HRV parameter changes and DM risk factors (including nephropathy) was investigated. HRV parameters were compared between 271 patients with DM and 160 controls. A statistically significant difference was found between the two groups for each parameter. Patients with DM were then divided into three groups by the levels of individual risk factors: body mass index, total cholesterol, 2-h postprandial plasma glucose concentration, glycosylated haemoglobin, duration of DM and the albumin—creatinine ratio. HRV parameters decreased significantly in patients with DM as the risk factor level progressed. This study identified previously known and new potential risk factors for the development of DAN, which may be important for the development of risk reduction strategies.
- Published
- 2011
4. Biochemical analysis of soft tissue infectious fluids and its diagnostic value in necrotizing soft tissue infections: a 5-year cohort study.
- Author
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Wu KH, Wu PH, Wang HS, Shiau HM, Hsu YS, Lee CY, Lin YT, Hsiao CT, Lin LC, Chang CP, and Chang PJ
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- Humans, Male, Female, Middle Aged, Aged, Cohort Studies, Adult, Retrospective Studies, Prospective Studies, Necrosis diagnosis, Biomarkers analysis, Biomarkers blood, Soft Tissue Infections diagnosis, Soft Tissue Infections blood
- Abstract
Background: Necrotizing soft tissue infections (NSTI) are rapidly progressing and life-threatening conditions that require prompt diagnosis. However, differentiating NSTI from other non-necrotizing skin and soft tissue infections (SSTIs) remains challenging. We aimed to evaluate the diagnostic value of the biochemical analysis of soft tissue infectious fluid in distinguishing NSTIs from non-necrotizing SSTIs., Methods: This cohort study prospectively enrolled adult patients between May 2023 and April 2024, and retrospectively included patients from April 2019 to April 2023. Patients with a clinical suspicion of NSTI in the limbs who underwent successful ultrasound-guided aspiration to obtain soft tissue infectious fluid for biochemical analysis were evaluated and classified into the NSTI and non-necrotizing SSTI groups based on their final discharge diagnosis. Common extravascular body fluid (EBF) criteria were applied., Results: Of the 72 patients who met the inclusion criteria, 10 patients with abscesses identified via ultrasound-guided aspiration were excluded. Based on discharge diagnoses, 39 and 23 patients were classified into the NSTI and non-necrotizing SSTI groups, respectively. Biochemical analysis revealed significantly higher albumin, lactate, lactate dehydrogenase (LDH), and total protein levels in the NSTI group than in the non-necrotizing SSTI group, and the NSTI group had significantly lower glucose levels and pH in soft tissue fluids. In the biochemical analysis, LDH demonstrated outstanding discrimination (area under the curve (AUC) = 0.955; p < 0.001) among the biochemical markers. Albumin (AUC = 0.884; p < 0.001), lactate (AUC = 0.891; p < 0.001), and total protein (AUC = 0.883; p < 0.001) levels also showed excellent discrimination. Glucose level (AUC = 0.774; p < 0.001) and pH (AUC = 0.780; p < 0.001) showed acceptable discrimination. When the EBF criteria were evaluated, the total scores of Light's criteria (AUC = 0.925; p < 0.001), fluid-to-serum LDH ratio (AUC = 0.929; p < 0.001), and fluid-to-serum total protein ratio (AUC = 0.927; p < 0.001) demonstrated outstanding discrimination., Conclusion: Biochemical analysis and EBF criteria demonstrated diagnostic performances ranging from acceptable to outstanding for NSTI when analyzing soft tissue infectious fluid. These findings provide valuable diagnostic insights into the recognition of NSTI. Further research is required to validate these findings., (© 2024. The Author(s).)
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- 2024
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5. Pneumatic tube transport-induced pseudohyperkalemia in patients with extreme leukocytosis: a retrospective study from a single medical center.
- Author
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Tseng YC, Lin PB, Hsieh S, Huang KL, Hsiao CT, Hsiao YC, Liu YJ, Huang YH, and Wu CH
- Subjects
- Humans, Retrospective Studies, Male, Female, Leukocyte Count, Middle Aged, Aged, Blood Specimen Collection methods, Adult, Leukocytosis blood, Leukocytosis etiology, Hyperkalemia etiology, Hyperkalemia blood, Hyperkalemia diagnosis, Hyperkalemia epidemiology, Potassium blood
- Abstract
Background: Pseudohyperkalemia (falsely elevated serum potassium) must be distinguished from true hyperkalemia to avoid unnecessary treatment. Some case reports suggest that pneumatic tube transportation may increase the risk of pseudohyperkalemia, but comprehensive research on the topic is lacking. Here, we aimed to assess the association between WBC levels, pneumatic tube transport, and pseudohyperkalemia prevalence., Methods: We analyzed 1188 samples collected from 240 patients between 2019 and 2022. Samples with elevated WBC counts (≥ 100 × 10
3 /μL) and potassium levels were included in this study. The method of specimen transportation was documented., Results: Pseudohyperkalemia was observed (7/390) in specimens transported using pneumatic tubes. No pseudohyperkalemia was identified with manually transported specimens (0/132). Every increase in WBC count by 100 × 103 /μL in the specimens multiplied the odds ratio of pseudohyperkalemia by 3.75 when delivered with pneumatic tube. The prevalence of pseudohyperkalemia increased as WBC count increased, especially at WBC counts greater than 200 × 103 /μL., Conclusion: Pneumatic tube transport poses a risk for pseudohyperkalemia in patients with extreme leukocytosis. Physicians should anticipate odd potassium levels when interpreting blood test results. Redrawing of blood samples, manual specimen transportation, or point-of-care testing are suggested to prevent further misdiagnosis., (© 2024. Japanese Society of Hematology.)- Published
- 2024
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6. Cerebral microbleeds in Taiwanese patients with neuronal intranuclear inclusion disease.
- Author
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Liao YC, Hsu SL, Hsiao CT, and Lee YC
- Published
- 2024
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7. Preceding hepatitis B virus infection is highly prevalent in patients with neuromyelitis optica spectrum disorder in Taiwan.
- Author
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Ou Yang WY, Tsai YS, Liu YH, Wang YF, Hsiao CT, Lai KL, Lee YC, and Liao YC
- Abstract
Background: Neuromyelitis optica spectrum disorder (NMOSD) is an autoimmune inflammatory disease of the central nervous system, characterized by pathogenic anti-Aquaporin-4 antibodies (AQP4-Ab). Given that infections can trigger autoimmune responses, we investigated the association between Hepatitis B virus (HBV) infection and NMOSD., Methods: HBV and hepatitis C virus serologies were analyzed in 105 NMOSD patients, 85 multiple sclerosis (MS) patients, and 1,661 healthy Taiwanese controls. Participants were classified into four HBV infection statuses (acute, chronic, resolved, and never infected), and further grouped by vaccination status. Logistic regression was used to estimate odds ratios (OR) for NMOSD development in individuals with chronic or resolved HBV infection., Results: Among those born before the Taiwan's universal vaccination program, 63.4 % of NMOSD patients had resolved HBV infection, compared to 30.6 % of MS patients and 16.4 % of controls. Resolved HBV infection was associated with a 2.3-fold increased risk for NMOSD development (95 % CI, 1.4-3.8), but not with MS risk. In the post-vaccination cohort, resolved HBV infection remained more frequent in NMOSD patients (8.7 %) than in MS (0 %) and controls (1.8 %). NMOSD patients with resolved HBV infection had later disease onset by 14.6 years and higher Expanded Disability Status Scale (EDSS) scores compared to those without HBV infection, even after adjusting for age and sex (3.5 ± 1.9 vs. 2.2 ± 1.8, p < 0.001)., Conclusion: Preceding HBV infection is prevalent among Taiwanese NMOSD patients and is associated with increased disease risk, older age at onset, and greater disability. Screening for HBV is essential for NMOSD patients, particularly in endemic regions., Competing Interests: Declaration of competing interest None., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
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8. Recent Advance in Disease Modifying Therapies for Spinal Muscular Atrophy.
- Author
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Tsai LK, Ting CH, Liu YT, Hsiao CT, and Weng WC
- Subjects
- Humans, Pyrimidines therapeutic use, Sulfonamides therapeutic use, Survival of Motor Neuron 2 Protein genetics, Genetic Therapy methods, Survival of Motor Neuron 1 Protein genetics, Oligonucleotides, Antisense therapeutic use, Biological Products therapeutic use, Azo Compounds, Recombinant Fusion Proteins, Muscular Atrophy, Spinal therapy, Muscular Atrophy, Spinal drug therapy, Muscular Atrophy, Spinal genetics, Oligonucleotides therapeutic use, Oligonucleotides administration & dosage
- Abstract
Spinal muscular atrophy (SMA) is an autosomal recessive motor neuron disease characterized by progressive weakness and atrophy of skeletal muscles. With homozygous survival motor neuron 1 (SMN1) gene mutation, all SMA patients have at least one copy of the SMN2 gene, which provides an opportunity for drug targeting to enhance SMN expression. Current three disease modifying drugs, including nusinersen, onasemnogene abeparvovec, and risdiplam, have demonstrated impressive effectiveness in SMA treatment. Nusinersen is an antisense oligonucleotide targeting SMN2 pre-messenger RNA (mRNA) to modify alternative splicing and is effective in SMA children and adults, administrating via intermittent intrathecal injection. Onasemnogene abeparvovec is an adeno-associated viral vector carrying human SMN1 gene, featuring intravenous injection once in a lifetime for SMA patients less than 2 years of the age. Risdiplam is a small molecule also targeting SMN2 pre-mRNA and is effective in SMA children and adults with administration via oral intake once per day. Patients with SMA should receive these disease modifying therapies as soon as possible to not only stabilize disease progression, but potentially obtain neurological improvement. The development in these therapies has benefited patients with SMA and will potentially provide insight in future drug discovery for other neurodegenerative diseases. Keywords: Adeno-associated viral vector, antisense oligonucleotide, disease modifying therapy, gene therapy, motor neuron disease, spinal muscular atrophy.
- Published
- 2024
9. Simplified single neuron model for robust local pulse wave velocity sensing using a tetherless bioimpedance device.
- Author
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Hong S, Hsiao CT, and Cote GL
- Abstract
Pulse arrival time (PAT), Pulse transit time (PTT), and Pulse Wave Velocity (PWV) have all been used as metrics for assessing a number of cardiovascular applications, including arterial stiffness and cuffless blood pressure monitoring. These have been measured using various sensing methods, including electrocardiogram (ECG) with photoplethysmogram (PPG), two PPG sensors, or two Bioimpedance (BioZ) sensors. Our study addresses the mathematical inaccuracies of previous bioimpedance approaches and incorporates PTT weights for the peak-peak (PTTpp), middle-middle (PTTmm), and foot-foot (PTTff) segments of the sensing signal into a single neuron model to determine a more accurate and stable PWV. In addition, we developed a tetherless bioimpedance device and compared our PTT estimation approaches, which yielded PWV across six subjects and two different arteries. Specifically, using our model, we found that the most reliable combination of weights corresponding to PTTpp, PTTmm, and PTTff was (0.260, 0.704, 0.036) for the brachial artery and (0.104, 0.858, 0.038) for radial artery. This model consistently yielded stable values across repetitions, with PWV values of 5.2 m/s, 5.3 m/s, and 5.9 m/s for the brachial artery and values of 5.8 m/s, 6.6 m/s, and 6.5 m/s for the radial artery. This system and model offer the possibility of obtaining higher reliability PTT and PWV values yielding better monitoring of cardiovascular health measures such as blood pressure and arterial stiffness., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)
- Published
- 2024
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10. Reply to: "CAG Repeat Expansion in THAP11 is Not Detected in a Cohort with Spinocerebellar Ataxia from Hokkaido, the Northernmost Island of Japan".
- Author
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Hsiao CT, Liao YC, and Lee YC
- Published
- 2024
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11. Unveiling the dynamics of respiratory infections revealed by multiplex PCR testing during the COVID-19 pandemic in Taiwan, 2020-2023.
- Author
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Su HC, Chang YC, Chen CH, Cheng MY, Hsih WH, Chen YJ, Chou CH, Lin YC, Hsiao CT, Shih HM, Ho MW, and Hsueh PR
- Abstract
Background: The emergence of SARS-CoV-2 in late 2019 sparked the global COVID-19 pandemic, leading to varied vaccine policies worldwide. The evolving patterns of respiratory pathogens, aside from SARS-CoV-2, during the pandemic have had a significant impact on the development of vaccine strategies., Methods: This study explores the landscape of respiratory pathogens, encompassing SARS-CoV-2, respiratory syncytial virus (RSV), and influenza viruses, through a retrospective analysis of data obtained from the BioFire Respiratory Panel 2.1 (RP 2.1) at China Medical University Hospital (Taichung, Taiwan) spanning from January 2020 to November 2023., Results: Among the 7950 respiratory samples studied, pediatric cases exhibited higher positivity (64.9%, 2488/3835) and mixed detection rates (43.8%, 1090/2488) than adults. Annual mixed detection rates increased (27.9-48%). Prevalence analysis revealed diverse patterns across age groups, with higher rates in pediatrics. Notably, human rhinovirus/enterovirus predominated (48.1%). Mixed detection illustrated viral co-detections, notably with parainfluenza viruses and adenovirus. Government policies and pandemic dynamics influenced infection patterns, with RSV resurgence after May 2022. Age-specific RSV detection demonstrated a shift, influencing vaccine considerations. Amid global vaccine initiatives, RSV's increasing trend in adults warrants attention., Conclusions: This comprehensive analysis emphasizes the importance of multiplex PCR testing in shaping targeted vaccination strategies during evolving respiratory pathogen landscapes., Competing Interests: Declaration of competing interests All authors have no conflicts of interest to declare., (Copyright © 2024. Published by Elsevier B.V.)
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- 2024
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12. Characterization of a novel TFG variant causing autosomal recessive pure hereditary spastic paraplegia.
- Author
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Hsiao CT, Tsai TY, Shen TY, Tsai YS, Liao YC, Lee YC, and Tsai PC
- Subjects
- Humans, Male, Female, Pedigree, Adult, Adolescent, Mutation, Young Adult, Vesicular Transport Proteins, Spastic Paraplegia, Hereditary genetics
- Abstract
Objective: TFG mutations have previously been implicated in autosomal recessive hereditary spastic paraplegia (HSP), also known as SPG57. This study aimed to investigate the clinical and molecular features of TFG mutations in a Taiwanese HSP cohort., Methods: Genetic analysis of TFG was conducted in 242 unrelated Taiwanese HSP patients using a targeted resequencing panel covering the entire coding regions of TFG. Functional assays were performed using an in vitro cell model to assess the impact of TFG variants on protein function. Additionally, other representative TFG mutant proteins were examined to understand the broader implications of TFG mutations in HSP., Results: The study identified a novel homozygous TFG c.177A>C (p.(Lys59Asn)) variant in a family with adolescent-onset, pure form HSP. Functional analysis revealed that the Lys59Asn TFG variant, similar to other HSP-associated TFG mutants, exhibited a low affinity between TFG monomers and abnormal assembly of TFG homo-oligomers. These structural alterations led to aberrant intracellular distribution, compromising TFG's protein secretion function and resulting in decreased cellular viability., Interpretation: These findings confirm that the homozygous TFG c.177A>C (p.(Lys59Asn)) variant is a novel cause of SPG57. The study expands our understanding of the clinical and mutational spectrum of TFG-associated diseases, highlighting the functional defects associated with this specific TFG variant. Overall, this research contributes to the broader comprehension of the genetic and molecular mechanisms underlying HSP., (© 2024 The Author(s). Annals of Clinical and Translational Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association.)
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- 2024
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13. The Delivery Model of Perceived Medical Service Quality Based on Donabedian's Framework.
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Chen CC, Hsiao CT, Chang DS, and Lai WC
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- Humans, Taiwan, Surveys and Questionnaires, Female, Male, Adult, Middle Aged, National Health Programs, Aged, Delivery of Health Care standards, Quality of Health Care, Patient Satisfaction
- Abstract
Abstract: The implementation of the National Health Insurance has transformed the medical care landscape in Taiwan, rendering perceived medical service quality (PMSQ) and patient satisfaction significant focal points in medical care management. Past studies mostly focused on the technical aspects of medical care services, while overlooking the patients' perception of services and the delivery process of PMSQ in the medical care experience. This study integrated the theoretical framework of the Donabedian SPO model and the SERVQUAL questionnaire. The survey was conducted among the outpatients of three types of medical institutions in northern Taiwan: academic medical centers, metropolitan hospitals, and local community hospitals. A total of 400 questionnaires were collected, and 315 valid questionnaires remained after eliminating the incomplete ones. This study established a PMSQ delivery model to explore patients' perceptions of medical service quality. It was found that the variable, Assurance, could deliver the PMSQ and enhance the Medical outcome (MO), while improving the variable, Tangible, in medical institutions could not significantly enhance the MO. These findings emphasize the importance of healthcare institutions prioritizing the professional background, demeanor of their healthcare staff, treatment methods, and processes over tangible elements., Competing Interests: The authors declare no conflicts of interest., (Copyright © 2024 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the National Association for Healthcare Quality.)
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- 2024
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14. THAP11 CAG Repeat Expansion Is Rare or Absent in the Taiwanese Cohort with Cerebellar Ataxia.
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Hsiao CT, Liao NY, Liao YC, and Lee YC
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- Humans, Taiwan, Male, Female, Middle Aged, Cohort Studies, Adult, Aged, Cerebellar Ataxia genetics, Trinucleotide Repeat Expansion genetics
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- 2024
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15. Prevalence and risk factors of non-tuberculous mycobacterial pulmonary isolates and infection in interstitial lung disease associated with systemic autoimmune disease.
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Shu CC, Chen PS, Lin ZH, Hsiao CT, Kuo CC, Chiang HY, and Wu PC
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- Humans, Female, Male, Risk Factors, Middle Aged, Prevalence, Retrospective Studies, Aged, Nontuberculous Mycobacteria isolation & purification, Adult, Sputum microbiology, Arthritis, Rheumatoid epidemiology, Arthritis, Rheumatoid complications, Lung Diseases, Interstitial epidemiology, Lung Diseases, Interstitial microbiology, Lung Diseases, Interstitial diagnosis, Mycobacterium Infections, Nontuberculous epidemiology, Mycobacterium Infections, Nontuberculous diagnosis, Mycobacterium Infections, Nontuberculous microbiology, Autoimmune Diseases epidemiology, Autoimmune Diseases microbiology, Autoimmune Diseases diagnosis
- Abstract
Objectives: Non-tuberculous mycobacterial (NTM) lung disease (NTM-LD) prevalence is increasing worldwide. In this study, we aimed to evaluate the clinical significance of NTM pulmonary isolates (NTM-PI) and NTM-LD in patients with systemic autoimmune disease (SAD) who had a concurrent interstitial lung disease (ILD) diagnosis., Methods: We retrospectively identified patients with SAD who had a concurrent ILD diagnosis (SAD-ILD) and from whom clinically indicated sputum specimens were collected for NTM culture between 2003 and 2018 at a tertiary referral hospital. We analysed the prevalence and risk factors of NTM pulmonary isolates (NTM-PI; ≥1 positive culture) and NTM-LD (≥2 positive cultures)., Results: This study included 258 patients. Rheumatoid arthritis and Sjögren's syndrome were the most common SADs (32.2% and 26.7%, respectively). The NTM-negative subgroup had 204 patients (79.1%) and the NTM-PI subgroup had 54 patients (20.9%). In the NTM-PI subgroup, 33 patients had one NTM positive set of specimens (NTM 1+, 12.8% of the entire sample) and 21 had NTM-LD (8.1% of the entire sample). In a multivariable analysis, chronic kidney disease (CKD; adjusted odds ratio [aOR]: 3.10 [1.53, 6.29]) and chronic obstructive pulmonary disease (COPD; aOR: 2.59 [1.16, 5.78]) were significantly associated with NTM-PI. For NTM-LD, CKD (aOR: 2.79 [1.00, 7.76]) and COPD (aOR: 3.70 [1.23, 10.72]) remained significant risk factors., Conclusions: In patients with SAD-ILD, the NTM-PI and NTM-LD prevalence rates were 20.9% and 8.1%, respectively. COPD and CKD were independent risk factors of both NTM-PI and NTM-LD. Previous use of biological agents was associated with NTM-PI.
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- 2024
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16. A missense mutation in human INSC causes peripheral neuropathy.
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Yeh JY, Chao HC, Hong CL, Hung YC, Tzou FY, Hsiao CT, Li JL, Chen WJ, Chou CT, Tsai YS, Liao YC, Lin YC, Lin S, Huang SY, Kennerson M, Lee YC, and Chan CC
- Subjects
- Animals, Humans, Cell Cycle Proteins genetics, Cell Cycle Proteins metabolism, Disease Models, Animal, Drosophila genetics, Nuclear Proteins, Peripheral Nervous System Diseases genetics, Peripheral Nervous System Diseases pathology, Tubulin genetics, Tubulin metabolism, Drosophila Proteins genetics, Drosophila Proteins metabolism, Adaptor Proteins, Signal Transducing genetics, Adaptor Proteins, Signal Transducing metabolism, Charcot-Marie-Tooth Disease genetics, Charcot-Marie-Tooth Disease pathology, Mutation, Missense, Cytoskeletal Proteins genetics, Cytoskeletal Proteins metabolism
- Abstract
PAR3/INSC/LGN form an evolutionarily conserved complex required for asymmetric cell division in the developing brain, but its post-developmental function and disease relevance in the peripheral nervous system (PNS) remains unknown. We mapped a new locus for axonal Charcot-Marie-Tooth disease (CMT2) and identified a missense mutation c.209 T > G (p.Met70Arg) in the INSC gene. Modeling the INSC
M70R variant in Drosophila, we showed that it caused proprioceptive defects in adult flies, leading to gait defects resembling those in CMT2 patients. Cellularly, PAR3/INSC/LGN dysfunction caused tubulin aggregation and necrotic neurodegeneration, with microtubule-stabilizing agents rescuing both morphological and functional defects of the INSCM70R mutation in the PNS. Our findings underscore the critical role of the PAR3/INSC/LGN machinery in the adult PNS and highlight a potential therapeutic target for INSC-associated CMT2., (© 2024. The Author(s).)- Published
- 2024
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17. Impacts of interprofessional education on collaborative practice of healthcare professionals: A systematic review and meta-analysis.
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Saragih ID, Hsiao CT, Fann WC, Hsu CM, Saragih IS, and Lee BO
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- Humans, Attitude of Health Personnel, Health Personnel education, Health Personnel psychology, Interprofessional Relations, Cooperative Behavior, Interprofessional Education methods
- Abstract
Objective: To investigate and statistically synthesise data on the effects of interprofessional education on healthcare professionals' collaborative practice among healthcare professionals., Design: A systematic review and meta-analysis., Data Sources: Seven databases and the grey literature were searched to collect relevant studies from database inception to 15 May 2023., Review Methods: A random-effects model was used to assess the pooled effect size. Each pooled analysis was tested for publication bias using Egger's regression test., Results: Eleven studies were included in the final analysis. The evaluation of pooled results showed that interprofessional education significantly enhanced attitudes towards or mutual respect among healthcare professionals (pooled standardized mean difference: 0.14; 95 % Confidence Interval: 0.01-0.28; p = 0.04) and interprofessional knowledge (pooled standardized mean difference: 0.43; 95 % Confidence Interval: 0.22-0.65; p < 0.001)., Conclusions: Interprofessional education is a feasible approach to enhance attitudes towards or mutual respect among healthcare professionals as well as their interprofessional knowledge. Future research is needed to consider the inclusion of a module designed to develop mutual interests and communication to enhance students' perspectives on the importance of the interprofessional education approach., Competing Interests: Declaration of competing interest None., (Copyright © 2024 Elsevier Ltd. All rights reserved.)
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- 2024
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18. Exploring Experiences of Conflict within Medical Teams in an Emergency Department: A Focus Group Approach during the COVID-19 Pandemic.
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Fann WC, Hsu CM, Hsiao CT, and Lee BO
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The factors related to conflicts in emergency departments (EDs) have been studied for decades. The post-pandemic digital era may transform the medical landscape in EDs, potentially changing the patterns of conflict between healthcare professionals. This study used focus group interviews to explore conflicts in EDs. Four groups, each with 4-6 participants, took part in this study. Semi-structured interviews were conducted using six research questions. Summative content analysis was used to analyze the data. The participant's average age was 37.82 years, and the average number of working years was 12.12. The following five themes emerged: multiple patterns of internal conflict; external conflicts arising from cross-departmental coordination; conflicts due to unclear job boundaries; adapting to conflicts in diverse ways; and seeking hospital arbitration. The results of this study suggest extending interdisciplinary collaborative practice from emergency departments to all coordinating departments. An inclusive environment for equality between professions and open communication should be promoted by hospitals.
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- 2024
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19. Caregiving experiences of primary family caregivers caring for family members affected by COVID-19 during home isolation: A phenomenology study.
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Sun JJ, Hsiao CT, and Liu TY
- Subjects
- Humans, Patient Isolation, Family, Anxiety, Caregivers, COVID-19
- Abstract
During home isolation due to the coronavirus disease, family caregivers assumed the responsibility of caring for infected family members; however, the full extent of the difficulties and challenges they encountered remains unclear. This study applied a descriptive phenomenology approach, using semi-structured, one-on-one, in-depth interviews to explore the experiences of 16 primary family caregivers during home isolation amid the coronavirus disease. The key themes identified were as follows: (1) protecting family, comprising anxiety over preventing infection and bearing the responsibility of caregiving and a concern about the diagnosis; (2) seeking stability, encompassing the impact of epidemic control policies on daily routines, strategies to overcome obstacles caused by quarantine measures, and gathering resources and receiving support; and (3) reflections on life, including favoring love over discrimination, rediscovering oneself, cherishing family, and acknowledging personal growth and dedication. This study highlights that family members who took on caregiving roles due to obstacles or health risks faced significant pressure to protect their family members during isolation and actively sought professional consultation and acquired caregiving skills to enhance their confidence and adaptability., (© 2024 John Wiley & Sons Australia, Ltd.)
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- 2024
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20. Interdisciplinary simulation-based teaching and learning for healthcare professionals: A systematic review and meta-analysis of randomized controlled trials.
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Saragih ID, Suarilah I, Hsiao CT, Fann WC, and Lee BO
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- Humans, Learning, Teaching, Health Personnel education, Simulation Training methods, Randomized Controlled Trials as Topic
- Abstract
Aim: This study aimed to investigate the effects of interdisciplinary simulation-based teaching and learning on the interprofessional knowledge of healthcare professionals., Background: Interdisciplinary simulation-based teaching and learning have been employed to prepare learners to collaborate in clinical settings. This strategy could help healthcare professionals to better understand each other, develop interdisciplinary shared values and promote mutual respect between professions, while reducing errors and adverse events in hospital. A meta-analysis was performed to investigate the effects of interdisciplinary simulation-based teaching and learning on healthcare professionals., Design: A systematic review and meta-analysis., Methods: A systematic search was conducted of databases including Academic Search Complete, CINAHL Plus with full text, Cochrane Library, Embase, Medline Complete, PubMed and Web of Science from their inception to September 5, 2023. The study included randomized controlled trials that provided interdisciplinary simulation-based education to healthcare professionals. Protocol trials or studies that did not include median or mean and standard deviation were excluded. The pooled standardized mean differences of outcomes were analyzed using a DerSimonian-Laird random-effects model. Heterogeneity was assessed using I
2 . Egger's regression test was used to examine publication bias indicated in forest plots., Results: Ten randomized control trials with a total of 766 participants were included in the pooled analyses. Interdisciplinary simulation-based teaching and learning positively enhanced the interprofessional knowledge of healthcare professionals (pooled SMD = 0.30; 95% CI = 0.10-0.50; p < 0.001). Egger's regression test results were non-significant, indicating that publication bias had little impact on the pooled SMDs., Conclusion: Interdisciplinary simulation-based teaching and learning for health professionals appear to be significantly beneficial for increasing their interprofessional knowledge. This strategy highlights the importance of providing a well-developed scenario with relevant properties, which applies valid and rigorous instruments, to measure behavioral changes induced by interdisciplinary simulation-based teaching and learning., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier Ltd. All rights reserved.)- Published
- 2024
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21. [Changes in Patient Safety Culture Attitudes Among Emergency, Intensive Care, and General Ward Nurses During the COVID-19 Pandemic].
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Sun JJ, Hsiao CT, Lou MF, and Liu TY
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- Adult, Humans, Female, Young Adult, Male, Pandemics, Retrospective Studies, Critical Care, Patients' Rooms, COVID-19
- Abstract
Background: Patient safety culture is an indicator of healthcare quality and a topic of global importance in medical care., Purpose: In this study, the attitudes towards patient safety culture of nursing staff working in the emergency, intensive care, and general wards are compared before and during the COVID-19 pandemic., Methods: A retrospective research design was utilized and an anonymous questionnaire survey conducted on the Taiwan Patient Safety Culture Survey web-based platform system was used to collect the data. The survey was administered in a regional hospital in northern Taiwan between 2018 and 2020. The 1,540 nursing personnel who participated in this study worked in the emergency, intensive care units, or general adult ward. The analysis focused on assessing participant attitudes towards patient safety culture in terms of both the overall score and sub-dimensions., Results: The participants were mostly female and between 21 and 30 years old. A majority had completed a diploma or university education. The two analyses revealed the highest and lowest average scores were earned, respectively, in the "teamwork" and "resilience" dimensions of patient safety culture. In 2020, the average scores for all dimensions were lower than in 2018, and the average scores for the emergency and critical care group were lower than those for the general adult ward group. Sub-dimension analysis showed that the general adult ward group earned significantly higher scores in "teamwork" across all three sub-dimensions compared to the emergency and critical care groups. The general ward group exhibited the most significant score decline between the two surveys., Conclusions / Implications for Practice: Overall scores were found to have decreased during the COVID-19 pandemic period (2020). Notably, emergency and intensive care nurses earned consistently lower scores, likely due to the severity of patient conditions and increased pandemic-related workloads and stress. "Resilience" scores were the lowest among all nursing staff, with the most significant drop seen in general ward nurses. Enhancing nursing staff education and training as well as addressing their psychological well-being will be crucial to improving patient safety culture attitudes. Managers should provide infection control, resilience training, and psychological counseling to help nurses manage the challenges posed by infectious diseases effectively and enhance patient safety culture.
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- 2024
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22. The Impact of Cefuroxime Susceptibility on Aeromonas Necrotizing Fasciitis Outcomes.
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Huang TY, Kuo SF, Tsai YH, Chen JL, Peng KT, Huang YK, Hung CH, Li YY, Li HJ, Hsiao CT, and Hsu WH
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Despite aggressive antibiotic therapy and surgical debridement, Aeromonas necrotizing fasciitis (NF) can lead to high amputation and mortality rates. Our study compares the different antibiotic minimum inhibitory concentrations (MICs) via Epsilometer tests (E-tests) between non-survivors and survivors of Aeromonas NF of limbs. A prospective review of 16 patients with Aeromonas NF was conducted for 3.5 years in a tertiary coastal hospital. E-tests were conducted for 15 antimicrobial agents to determine the MIC value for Aeromonas species. These patients were divided into non-survival and survival groups. The clinical outcomes, demographics, comorbidities, presenting signs and symptoms, laboratory findings, and microbiological results between the two periods were compared. A total of four patients died, whereas 12 survived, resulting in a 25% mortality rate. A higher proportion of bloodstream infections (100% vs. 41.7%; p = 0.042), monomicrobial infections (100% vs. 33.3%; p = 0.021), shock (100% vs. 33.3%; p = 0.021), serous bullae (50% vs. 0%; p = 0.009), liver cirrhosis (100% vs. 25%; p = 0.009), chronic kidney disease (100% vs. 33.3%; p = 0.021), lower susceptibility to cefuroxime (25% vs. 83.3%; p = 0.028), and ineffective antibiotic prescriptions (75% vs. 16.7%; p = 0.029) was observed in non-survivors. Aeromonas NF is an extremely rare skin and soft-tissue infection that is associated with high mortality, bacteremia, antibiotic resistance, and polymicrobial infection. Therefore, antibiotic regimen selection is rendered very challenging. To improve clinical outcomes and irrational antimicrobial usage, experienced microbiologists can help physicians identify specific pathogens and test MIC.
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- 2023
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23. Brain computed tomography reading of stroke patients by resident doctors from different medical specialities: An eye-tracking study.
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Liu CH, Chang CW, Hung J, Lin JJH, Sung PS, Lee LA, Hsiao CT, Chao YP, Huang ES, and Wang SL
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- Humans, Eye-Tracking Technology, Clinical Competence, Tomography, X-Ray Computed methods, Stroke diagnostic imaging, Radiology education
- Abstract
Background: Using the eye-tracking technique, our work aimed to examine whether difference in clinical background may affect the training outcome of resident doctors' interpretation skills and reading behaviour related to brain computed tomography (CT)., Methods: Twelve resident doctors in the neurology, radiology, and emergency departments were recruited. Each participant had to read CT images of the brain for two cases. We evaluated each participant's accuracy of lesion identification. We also used the eye-tracking technique to assess reading behaviour. We recorded dwell times, fixation counts, run counts, and first-run dwell times of target lesions to evaluate visual attention. Transition entropy was applied to assess the temporal relations and spatial dynamics of systematic image reading., Results: The eye-tracking results showed that the image reading sequence examined by transition entropy was comparable among resident doctors from different medical specialties (p = 0.82). However, the dwell time of the target lesions was shorter for the resident doctors from the neurology department (4828.63 ms, p = 0.01) than for those from the resident doctors from the radiology (6275.88 ms) and emergency (5305.00 ms) departments. The eye-tracking results in individual areas of interest only showed differences in the eye-tracking performance of the first-run dwell time (p = 0.05) in the anterior cerebral falx., Discussion: Our findings demonstrate that resident doctors from different medical specialties may achieve similar imaging reading patterns for brain CT. This may mitigate queries regarding the influence of different backgrounds on training outcomes., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 Elsevier Ltd. All rights reserved.)
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- 2023
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24. Initial skin necrosis presentation at emergency room was associated with fulminant clinical course and mortality in patients with Vibrio necrotizing fasciitis.
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Hsiao CY, Huang TY, Teng LY, Chen HY, Hsiao CT, Tsai YH, and Kuo SF
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- Humans, Retrospective Studies, Disease Progression, Emergency Service, Hospital, Necrosis complications, Fasciitis, Necrotizing, Vibrio Infections pathology, Vibrio, Leukopenia
- Abstract
Necrotizing fasciitis (NF) is a life-threatening infection. Skin necrosis is an important skin sign of NF. The purposes of this study was to investigate the initial skin conditions of Vibrio NF patients between emergency room (ER) to preoperative status, to compare the clinical and laboratory risk indicators of the skin necrosis group and non-skin necrosis group when they arrived at ER, and to evaluate whether initial cutaneous necrosis related to fulminant course and higher fatalities. From 2015 to 2019, seventy-two Vibrio NF patients with surgical confirmation were enrolled. We identified 25 patients for inclusion in the skin necrosis group and 47 patients for inclusion in the non-skin necrosis group due to the appearance of skin lesion at ER. Seven patients died, resulting in a mortality rate of 9.7%. Six patients of skin necrosis group and one patient of non-skin necrosis group died, which revealed the skin necrosis group had a significantly higher mortality rate than the non-skin necrosis group. All the patients in the skin necrosis group and 30 patients of non-skin necrosis group developed serous or hemorrhagic bullous lesions before operation (p = 0.0003). The skin necrosis group had a significantly higher incidence of APACHE score, postoperative intubation, Intensive care unit stay, septic shock, leukopenia, higher counts of banded leukocytes, elevated C-reactive protein (CRP), and lower serum albumin level. Vibrio NF patients presenting skin necrosis at ER were significantly associated with fulminant clinical courses and higher mortality. Physicians should alert the appearance of skin necrosis at ER to early suspect NF and treat aggressively by those clinical and laboratory risk indicators, such as elevated APACHE score, shock, leukopenia, higher banded leukocytes, elevated CRP, and hypoalbuminia., (© 2023. The Author(s).)
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- 2023
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25. Recovering struvite from livestock wastewater by fluidized-bed homogeneous crystallization as a pre-treatment process to sludge co-digestion.
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Hsiao CT, Huang TH, Lacson CFZ, Vilando AC, and Lu MC
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- Animals, Humans, Struvite, Sewage, Livestock, Magnesium Compounds chemistry, Crystallization, Copper, Phosphates chemistry, Digestion, Phosphorus, Waste Disposal, Fluid methods, Wastewater, Ammonium Compounds
- Abstract
Livestock wastewater can contain high levels of phosphates and trace amounts of various ionic species harming the environment and human health. These ions can be successfully removed from livestock effluent and recovered in a non-toxic crystal form via crystallization. The fluidized bed homogeneous crystallization (FBHC) technology is a cutting-edge pretreatment method that removes phosphate and ammonium by crystallizing struvite. The findings demonstrated a 37% removal for ammonium solutions alone, 38% with copper, 35% with zinc, and 33% when copper and zinc were present, while the crystallization efficiency was achieved at 35%, 33% with copper, 28% with zinc, and 26% with copper and zinc. For phosphate-containing solutions, 95% was removed, 81% with copper, 96% with zinc, and 88% with copper and zinc. Similarly, crystallization efficiency was attained at 87%, 60% with copper, 94% with zinc, and 81% when copper and zinc were combined with phosphates. For ammonium solutions, copper and zinc reduced the removal and crystallization efficiency at constant pH and increased at increasing pH. For phosphate solutions, the removal and crystallization efficiencies increased at increasing pH. However, zinc ions resulted in the highest removal, and crystallization efficiency for phosphate solutions was attained. Based on SEM, EDS, XRD, and XPS analyses, the peaks revealed the presence of struvite in the form of magnesium ammonium phosphate., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships, which may be considered as potential competing interests: Ming-Chun Lu reports financial support, administrative support, and equipment, drugs, or supplies were provided by National Council of Science and Technology, Taiwan. Ming-Chun Lu has a patent licensed to Intellectual Property Office, MOEA, TAIWAN., (Copyright © 2023 Elsevier Inc. All rights reserved.)
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- 2023
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26. Identification of m.3243A>G mitochondrial DNA mutation in patients with cerebellar ataxia.
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Liao NY, Lai KL, Liao YC, Hsiao CT, and Lee YC
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- Humans, Retrospective Studies, Mutation, DNA, Mitochondrial genetics, Cerebellar Ataxia genetics, Diabetes Mellitus, Hearing Loss
- Abstract
Background: The mitochondrial DNA m.3243A>G mutation can affect mitochondrial function and lead to a wide phenotypic spectrum, including mitochondrial encephalopathy with lactic acidosis and stroke-like episodes (MELAS) syndrome, diabetes mellitus, hearing impairment, cardiac involvement, epilepsy, migraine, myopathy, and cerebellar ataxia. However, m.3243A>G has been rarely reported in patients with cerebellar ataxia as their predominant manifestation. The aim of this study is to investigate the prevalence and clinical features of m.3243A>G in a Taiwanese cohort of cerebellar ataxia with unknown genetic diagnosis., Methods: This retrospective cohort study conducted the mutation analysis of m.3243A>G by polymerase chain reaction and restriction fragment length polymorphism (PCR-RFLP) in 232 unrelated Han Chinese patients with genetically-undetermined cerebellar ataxia. The clinical presentation and neuroimaging features of patients with m.3243A>G mutation-related cerebellar ataxia were characterized., Results: We identified two patients harboring m.3243A>G mutation. These patients have suffered from apparently sporadic and slowly progressive cerebellar ataxia since age 52 and 35 years, respectively. Both patients had diabetes mellitus and/or hearing impairment. The neuroimaging studies revealed generalized brain atrophy with predominantly cerebellar involvement in both individuals and bilateral basal ganglia calcifications in one of the patients., Conclusion: Mitochondrial m.3243A>G mutation accounted for 0.9% (2/232) of genetically-undetermined cerebellar ataxia in the Han Chinese cohort in Taiwan. These findings highlight the importance of investigating m.3243A>G in patients with genetically-undetermined cerebellar ataxia., Competing Interests: Declaration of interest The authors disclose no conflicts of interest., (Copyright © 2023 Formosan Medical Association. Published by Elsevier B.V. All rights reserved.)
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- 2023
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27. Bubble dynamics in a pressure gradient with reentrant jet break through and energy loss.
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Chahine GL, Schmidt BE, Deng X, Hsiao CT, and Liu Q
- Abstract
The dynamics of a bubble in a pressure gradient is investigated experimentally and numerically with particular emphasis on the behavior at reentrant jet impact and break through the opposite side of the bubble with corresponding energy loss and vorticity generation. High speed photography observations of a bubble generated by electric spark energy deposit in a low ambient pressure tank are coupled with wavelet based Optical Flow Velocimetry (wOFV) and Boundary Element Method (BEM) numerical analysis to examine the flow field resulting from the reentrant jet formation and break through. We study, as an illustration, the effects of the constant pressure gradient due to gravity on the bubble dynamics. Energy losses between the first and second cycle are measured for the bubbles generated under various conditions characterized by a non-dimensional pressure gradient parameter, and the corresponding measured energy loss is used in the numerical simulations. Good correspondence is seen between the image analysis, the wOFV computations, and the BEM results and insight is gained on the involved physics., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Bryan Schmidt reports administrative support was provided by Naval Surface Warfare Center Carderock Division. Georges Chahine reports a relationship with Naval Surface Warfare Center Indian Head Explosive Ordnance Disposal Technology Division that includes: funding grants., (Copyright © 2023 Dynaflow, inc. Published by Elsevier B.V. All rights reserved.)
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- 2023
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28. Comparison of National Early Warning Score with shock index in patients with necrotizing fasciitis.
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Kuo YT, Hsiao CT, Wu PH, Wu KH, and Chang CP
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- Humans, Retrospective Studies, Death, Hospitals, Teaching, Early Warning Score, Fasciitis, Necrotizing diagnosis
- Abstract
Shock index (SI) and national early warning score (NEWS) are more frequently used as assessment tools in acute illnesses, patient disposition and early identification of critical condition. Both they are consisted of common vital signs and parameters including heart rate, systolic blood pressure, respiratory rate, oxygen saturation and level of conscious, which made it easy to evaluate in medical facilities. Its ability to predict mortality in patients with necrotizing fasciitis (NF) in the emergency department remains unclear. This study was conducted to compare the predictive capability of the risk scores among NF patients. A retrospective cohort study of hospitalized patients with NF was conducted in 2 tertiary teaching hospitals in Taiwan between January 2013 and March 2015. We investigated the association of NEWS and SI with mortality in NF patients. Of the 395 NF patients, 32 (8.1%) died in the hospital. For mortality, the area under the receiver curve value of NEWS (0.81, 95% confidence interval 0.76-0.86) was significantly higher than SI (0.76, 95% confidence interval 0.73-0.79, P = .016). The sensitivities of NEWS of 3, 4, and 5 for mortality were 98.1%, 95.6%, and 92.3%. On the contrast, the sensitivities of SI of 0.5, 0.6, and 0.7 for mortality were 87.8%, 84.7%, and 81.5%. NEWS had advantage in better discriminative performance of mortality in NF patients. The NEWS may be used to identify relative low risk patients among NF patients., Competing Interests: The authors have no conflicts of interest to disclose., (Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc.)
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- 2023
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29. Reply to: Mitochondrial disorders are not spinocerebellar ataxias but may resemble them in some aspects.
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Hsiao CT, Liao NY, and Lee YC
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- Humans, Spinocerebellar Ataxias genetics, Mitochondrial Diseases genetics
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- 2023
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30. Genomic characteristics of SARS-CoV-2 variants and their clinical impact on patients with COVID-19 in Taiwan.
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Su HC, Lai ZL, Chang YC, Cheng MY, Hsih WH, Chen YJ, Chou CH, Chen CL, Lin YC, Lin TH, Hsiao CT, Ho MW, Shih HM, Hsueh PR, and Cho DY
- Subjects
- Humans, Taiwan epidemiology, Genomics, SARS-CoV-2 genetics, COVID-19
- Abstract
Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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- 2023
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31. Add-on soft electronic interfaces for continuous cuffless blood pressure monitoring.
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Namkoong M, Baskar B, Singh L, Guo H, McMurray J, Branan K, Rahman MS, Hsiao CT, Kuriakose J, Hernandez J, Arikan AA, Garza-Rivera LE, Coté GL, and Tian L
- Abstract
Continuous monitoring of arterial blood pressure is clinically important for the diagnosis and management of cardiovascular diseases. Soft electronic devices with skin-like properties show promise in a wide range of applications, including the human-machine interface, the Internet of things, and health monitoring. Here, we report the use of add-on soft electronic interfaces to address the connection challenges between soft electrodes and rigid data acquisition circuitry for bioimpedance monitoring of cardiac signals, including heart rate and cuffless blood pressure. Nanocomposite films in add-on electrodes provide robust electrical and mechanical contact with the skin and the rigid circuitry. We demonstrate bioimpedance sensors composed of add-on electrodes for continuous blood pressure monitoring with high accuracy. Specifically, the bioimpedance collected with add-on nanocomposite electrodes shows a signal-to-noise ratio of 37.0 dB, higher than the ratio of 25.9 dB obtained with standard silver/silver chloride (Ag/AgCl gel) electrodes. Although the sample set is low, the continuously measured systolic and diastolic blood pressure offer accuracy of -2.0 ± 6.3 mmHg and -4.3 ± 3.9 mmHg, respectively, confirming the grade A performance based on the IEEE standard. These results show promise in bioimpedance measurements with add-on soft electrodes for cuffless blood pressure monitoring., Competing Interests: Competing interests L.T. and M.N. are inventors on a provisional patent application related to this work filed by the Texas A&M University System. The authors declare that they have no other competing interests.
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- 2023
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32. Machine learning of cell population data, complete blood count, and differential count parameters for early prediction of bacteremia among adult patients with suspected bacterial infections and blood culture sampling in emergency departments.
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Chang YH, Hsiao CT, Chang YC, Lai HY, Lin HH, Chen CC, Hsu LC, Wu SY, Shih HM, Hsueh PR, and Cho DY
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- Humans, Adult, Blood Cell Count, Emergency Service, Hospital, ROC Curve, Machine Learning, Blood Culture, Bacteremia epidemiology
- Abstract
Background: Bacteremia is a life-threatening complication of infectious diseases. Bacteremia can be predicted using machine learning (ML) models, but these models have not utilized cell population data (CPD)., Methods: The derivation cohort from emergency department (ED) of China Medical University Hospital (CMUH) was used to develop the model and was prospectively validated in the same hospital. External validation was performed using cohorts from ED of Wei-Gong Memorial Hospital (WMH) and Tainan Municipal An-Nan Hospital (ANH). Adult patients who underwent complete blood count (CBC), differential count (DC), and blood culture tests were enrolled in the present study. The ML model was developed using CBC, DC, and CPD to predict bacteremia from positive blood cultures obtained within 4 h before or after the acquisition of CBC/DC blood samples., Results: This study included 20,636 patients from CMUH, 664 from WMH, and 1622 patients from ANH. Another 3143 patients were included in the prospective validation cohort of CMUH. The CatBoost model achieved an area under the receiver operating characteristic curve of 0.844 in the derivation cross-validation, 0.812 in the prospective validation, 0.844 in the WMH external validation, and 0.847 in the ANH external validation. The most valuable predictors of bacteremia in the CatBoost model were the mean conductivity of lymphocytes, nucleated red blood cell count, mean conductivity of monocytes, and neutrophil-to-lymphocyte ratio., Conclusions: ML model that incorporated CBC, DC, and CPD showed excellent performance in predicting bacteremia among adult patients with suspected bacterial infections and blood culture sampling in emergency departments., Competing Interests: Declaration of competing interest All authors have no conflicts of interest to declare., (Copyright © 2023. Published by Elsevier B.V.)
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- 2023
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33. Controlled Hyperthermia With High-Intensity Focused Ultrasound and Ultrasound Contrast Agent Microbubbles in Porcine Liver.
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Juang EK, De Koninck LH, Vuong KS, Gnanaskandan A, Hsiao CT, and Averkiou MA
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- Animals, Swine, Microbubbles, Contrast Media, Ultrasonography, Liver diagnostic imaging, Liver surgery, Hyperthermia, Induced methods, High-Intensity Focused Ultrasound Ablation methods
- Abstract
Objective: The objective of this work was to study microbubble-enhanced temperature elevation with high-intensity focused ultrasound (HIFU) at different acoustic pressures and under image guidance. The microbubbles were administered with either local or vascular injections (that mimic systemic injections) in perfused and non-perfused ex vivo porcine liver under ultrasound image guidance., Methods: Porcine liver was insonified for 30 s with a single-element HIFU transducer (0.9 MHz, 0.413 ms, 82% duty cycle, focal pressures of 0.6-3.5 MPa). Contrast microbubbles were injected either locally or through the vasculature. A needle thermocouple at the focus measured temperature elevation. Diagnostic ultrasound (Philips iU22, C5-1 probe) guided placement of the thermocouple and delivery of microbubbles and monitored the procedure in real time., Results: At lower acoustic pressures (0.6 and 1.2 MPa) in non-perfused liver, inertial cavitation of the injected microbubbles led to greater temperatures at the focus compared with HIFU-only treatments. At higher pressures (2.4 and 3.5 MPa) native inertial cavitation in the tissue (without injecting microbubbles) resulted in temperature elevations similar to those after injecting microbubbles. The heated area was larger when using microbubbles at all pressures. In the presence of perfusion, only local injections provided a sufficiently high concentration of microbubbles necessary for significant temperature enhancement., Conclusion: Local injections of microbubbles provide a higher concentration of microbubbles in a smaller area, avoiding acoustic shadowing, and can lead to higher temperature elevation at lower pressures and increase the size of the heated area at all pressures., Competing Interests: Conflict of interest The authors declare no competing interests., (Copyright © 2023 World Federation for Ultrasound in Medicine & Biology. Published by Elsevier Inc. All rights reserved.)
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- 2023
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34. Predictor of gram-negative bacteremia in cirrhotic patients with skin and soft-tissue infections.
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Wang HS, Hsiao CT, Fann WC, and Chang CP
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- Humans, Retrospective Studies, Creatinine, Severity of Illness Index, Liver Cirrhosis complications, Risk Factors, Gram-Negative Bacterial Infections complications, End Stage Liver Disease complications, Bacteremia etiology, Soft Tissue Infections complications
- Abstract
Cirrhosis always goes with profound immunity compromise, and makes those patients easily be the target of skin and soft-tissue infections (SSTIs). Cirrhotic patients with SSTIs have a dramatically increased mortality. To recognize the risk factors of gram-negative infections are critical for improving survival rate. A retrospective cohort study of hospitalized cirrhotic patients with SSTIs and gram-negative bacteremia (GNB) was conducted in 2 tertiary hospitals in southern Taiwan between March 2015 and January 2020. Another group were matched by controls with non-GNB based on time, demographics and immune status. Data such as infectious location, comorbidities, and laboratory findings were recorded and compared. Receiver operating curve and the area under the curve were used to evaluate its discriminating ability. A total of 186 patients were included, 62 in GNB group and 124 in non-GNB group. Comorbidities that were significant risk factors for gram-negative bacteremia included acute kidney injury. Significant risk factors evident in laboratory evaluations included higher model for end-stage liver disease score, higher serum lactate, higher C-reactive protein and higher creatinine level. This study found acute kidney injury, or those exhibiting hyperlactatemia (>16 mg/dL), high MELD score (>14), high CRP (>50 mg/dL), and high creatinine (>2.0 mg/dL) were risk factors associated with gram-negative bacteremia. Cirrhotic patients with SSTIs with aforementioned risk factors should pay more attention by clinicians due to higher mortality., Competing Interests: The authors have no conflicts of interest to disclose., (Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc.)
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- 2023
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35. Unreliable diagnostic accuracy of laboratory risk indicator for necrotizing fasciitis (LRINEC) score but good outcome predictor in necrotizing fasciitis due to Vibrio vulnificus : A retrospective and matched-pair study.
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Chang CP and Hsiao CT
- Subjects
- Humans, Retrospective Studies, Cellulitis, Risk Factors, Fasciitis, Necrotizing diagnosis, Vibrio vulnificus
- Abstract
The diagnostic accuracy of laboratory risk indicator for necrotizing fasciitis (LRINEC) score system in specific Vibrio vulnificus (V vulnificus ) necrotizing fasciitis (NF) have not been fully investigated yet. This aim of our study is to validate the LRINEC score in patients with V vulnificus NF. A retrospective study of hospitalized patients was conducted in a hospital in southern Taiwan between January 2015 and December 2022. Clinical characteristics, variables and outcomes were compared among V vulnificus NF, non- Vibrio NF and cellulitis patients. A total of 260 patients were included, 40 in V vulnificus NF group, 80 in non- Vibrio NF group and 160 patients in cellulitis group. In V vulnificus NF group with an LRINEC cutoff score ≥ 6, the sensitivity was 35% (95% confidence interval [CI]: 29%-41%), specificity was 81% (95% CI: 76%-86%), PPV was 23% (95% CI: 17%-27%), and NPV was 90% (95% CI: 88%-92%). The AUROC for accuracy of the LRINEC score in V vulnificus NF was 0.614 (95% CI: 0.592-0.636). Multi-variable logistic regression analysis revealed that LRINEC > 8 was significantly associated with higher in-hospital mortality (adjusted odds ratio = 1.57; 95% CI: 1.43-2.08; P < .01). The LRINEC score may not be an accurate tool for V vulnificus NF. That should be used with caution as a routine diagnostic tool. However, LRINEC > 8 is significantly associated with higher mortality in V vulnificus NF patients., Competing Interests: The authors have no conflicts of interest to disclose., (Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc.)
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- 2023
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36. Hybrid Message-Passing Interface-Open Multiprocessing Accelerated Euler-Lagrange Simulations of Microbubble Enhanced HIFU for Tumor Ablation.
- Author
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Ma J, Deng X, Hsiao CT, and Chahine GL
- Subjects
- Humans, Software, Acoustics, Microbubbles, Brain Neoplasms
- Abstract
Microbubble enhanced high intensity focused ultrasound (HIFU) is of great interest to tissue ablation for solid tumor treatments such as in liver and brain cancers, in which contrast agents/microbubbles are injected into the targeted region to promote heating and reduce prefocal tissue damage. A compressible Euler-Lagrange coupled model has been developed to accurately characterize the acoustic and thermal fields during this process. This employs a compressible Navier-Stokes solver for the ultrasound acoustic field and a discrete singularities model for bubble dynamics. To address the demanding computational cost relevant to practical medical applications, a multilevel hybrid message-passing interface (MPI)-open multiprocessing (OpenMP) parallelization scheme is developed to take advantage of both scalability of MPI and load balancing of OpenMP. At the first level, the Eulerian computational domain is divided into multiple subdomains and the bubbles are subdivided into groups based on which subdomain they fall into. At the next level, in each subdomain containing bubbles, multiple OpenMP threads are activated to speed up the computations of the bubble dynamics. For improved throughput, the OpenMP threads are more heavily distributed to subdomains where the bubbles are clustered. By doing this, MPI load imbalance issue due to uneven bubble distribution is mitigated by OpenMP speedup locally for those subdomains hosting more bubbles than others. The hybrid MPI-OpenMP Euler-Lagrange solver is used to conduct simulations and physical studies of bubble-enhanced HIFU problems containing a large number of microbubbles. The phenomenon of acoustic shadowing caused by the bubble cloud is then analyzed and discussed. Efficiency tests on two different machines with 48 processors are conducted and indicate 2-3 times speedup with the same hardware by introducing an OpenMP parallelization in combination with the MPI parallelization., (Copyright © 2023 by ASME.)
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- 2023
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37. Value of monocyte distribution width for predicting severe cholecystitis: a retrospective cohort study.
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Kao CH, Liu YH, Chen WK, Huang FW, Hsu TY, Cheng HT, Hsueh PR, Hsiao CT, Wu SY, and Shih HM
- Subjects
- Humans, Retrospective Studies, Monocytes, Cholecystitis diagnosis, Cholecystitis, Acute diagnosis, Sepsis diagnosis
- Abstract
Objectives: Acute cholecystitis is a gallbladder inflammation, and the Tokyo Guidelines 2018 (TG18) can be used to predict its presence and severity with high sensitivity and specificity. However, TG18 grading require the collection of excessive parameters. Monocyte distribution width (MDW) is a parameter used to detect sepsis early. Therefore, we investigated the correlation between MDW and cholecystitis severity., Methods: We conducted a retrospective study of patients with cholecystitis admitted to our hospital from November 1, 2020, to August 31, 2021. The primary outcome was severe cholecystitis analyzed as a composite of intensive care unit (ICU) admission and mortality. The secondary outcomes were length of hospital stay, ICU stay, and TG18 grade., Results: A total of 331 patients with cholecystitis were enrolled in this study. The average MDWs for TG18 grades 1, 2, and 3 were 20.21 ± 3.99, 20.34 ± 3.68, and 25.77 ± 6.61, respectively. For patients with severe cholecystitis, the average MDW was 25.42 ± 6.83. Using the Youden J statistic, we set a cutoff MDW of 21.6. Multivariate logistic regression revealed that patients with an MDW≥21.6 had a higher risk of severe cholecystitis (odds ratio=4.94; 95 % CI, 1.71-14.21; p=0.003). The Cox model revealed that patients with an MDW≥21.6 were more likely to have a prolonged hospital stay., Conclusions: MDW is a reliable indicator of severe cholecystitis and prolonged length of stay. Additional MDW testing and a complete blood count may provide simple information for predicting severe cholecystitis early., (© 2023 Walter de Gruyter GmbH, Berlin/Boston.)
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- 2023
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38. Performance of Six Clinical Physiological Scoring Systems in Predicting In-Hospital Mortality in Elderly and Very Elderly Patients with Acute Upper Gastrointestinal Bleeding in Emergency Department.
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Wu PH, Hung SK, Ko CA, Chang CP, Hsiao CT, Chung JY, Kou HW, Chen WH, Hsieh CH, Ku KH, and Wu KH
- Subjects
- Humans, Aged, Hospital Mortality, ROC Curve, Acute Disease, Prognosis, Retrospective Studies, Severity of Illness Index, Emergency Service, Hospital, Gastrointestinal Hemorrhage diagnosis
- Abstract
Background and Objectives: The aim of this study is to compare the performance of six clinical physiological-based scores, including the pre-endoscopy Rockall score, shock index (SI), age shock index (age SI), Rapid Acute Physiology Score (RAPS), Rapid Emergency Medicine Score (REMS), and Modified Early Warning Score (MEWS), in predicting in-hospital mortality in elderly and very elderly patients in the emergency department (ED) with acute upper gastrointestinal bleeding (AUGIB). Materials and Methods: Patients older than 65 years who visited the ED with a clinical diagnosis of AUGIB were enrolled prospectively from July 2016 to July 2021. The six scores were calculated and compared with in-hospital mortality. Results: A total of 336 patients were recruited, of whom 40 died. There is a significant difference between the patients in the mortality group and survival group in terms of the six scoring systems. MEWS had the highest area under the curve (AUC) value (0.82). A subgroup analysis was performed for a total of 180 very elderly patients (i.e., older than 75 years), of whom 27 died. MEWS also had the best predictive performance in this subgroup (AUC, 0.82). Conclusions: This simple, rapid, and obtainable-by-the-bed parameter could assist emergency physicians in risk stratification and decision making for this vulnerable group.
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- 2023
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39. Bullous skin signs and laboratory surgical indicators can quickly and effectively differentiate necrotizing fasciitis from cellulitis.
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Tsai YH, Chen HY, Huang TY, Chen JL, Hsiao CT, and Huang KC
- Subjects
- Humans, Cellulitis diagnosis, Prospective Studies, C-Reactive Protein, Blister complications, Retrospective Studies, Fasciitis, Necrotizing diagnosis
- Abstract
Objectives: The purpose of this prospective study was to investigate the different microorganisms associated with mortality, to evaluate the bullous skin sign, and to identify the positive predictive factors for differentiating necrotizing fasciitis (NF) from cellulitis on initial onset at the emergency department., Methods: This prospective study was conducted in 145 consecutive patients with NF and 159 patients with cellulitis. Age, sex, comorbidities, infection site, microbiological results, condition of skin lesions, laboratory findings, vital signs, and clinical outcomes were compared between the two groups at the time of admission to the emergency room., Results: A total of 15 patients in the NF group and two patients in the cellulitis group died, resulting in a mortality rate of 10.3% and 1.3%, respectively. The NF group had a significantly higher incidence of white blood cell counts, band form neutrophil, and C-reactive protein than the patients in the cellulitis group. Hemorrhagic bullae presentation appeared to have significantly associated with NF and death., Conclusion: The following diagnostic indicators can be effectively used to differentiate NF from cellulitis at the initial onset: presence of hemorrhagic bullae, white blood cell counts >11,000 cells/mm
3 , band forms >0%, C-reactive protein >100 mg/l, and systolic blood pressure ≤90 mm Hg at the time of consultation., Competing Interests: Declarations of competing interest The authors have no competing interests to declare., (Copyright © 2022 The Author(s). Published by Elsevier Ltd.. All rights reserved.)- Published
- 2023
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40. Clinical and genetic characterization of NEFL-related neuropathy in Taiwan.
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Chao HC, Hsiao CT, Lai KL, Tsai YS, Lin KP, Liao YC, and Lee YC
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- Humans, Child, Preschool, Child, Adolescent, Young Adult, Adult, Taiwan, Mutation, Neurofilament Proteins genetics, Charcot-Marie-Tooth Disease genetics
- Abstract
Background: Mutations in the neurofilament light polypeptide gene (NEFL) are an uncommon cause of Charcot-Marie-Tooth disease (CMT). The aim of this study is to elucidate the clinical characteristics and genetic spectrum of NEFL-related neuropathy in a Taiwanese CMT cohort., Methods: Mutational analysis of the coding regions of NEFL was performed by Sanger sequencing or targeted resequencing. Twenty-one patients from nine CMT pedigrees, identified from a cohort of 508 unrelated CMT patients, were found to have a NEFL mutation. Genetic, clinical and electrophysiological features were analyzed., Results: Six NEFL mutations were identified, including two novel ones (p.P8S, p.N98Y). NEFL p.E396K was the most common mutation, accounting for 33.3% of the patients in our cohort. All patients manifested sensorimotor polyneuropathy with a mean age of disease onset of 13.5 ± 9.6 (1-40) years. Their motor nerve conduction velocities (MNCVs) of the ulnar nerve ranged from 22.1 to 48.7 m/s. Seventy percent of the patients could be classified as intermediate CMT with ulnar MNCVs between 25 and 45 m/s. Six of the 21 patients (28.6%) had additional features of central nervous system (CNS) involvement, including motor developmental delay, spasticity, cerebellar signs, neuropathic pain and scoliosis., Conclusion: NEFL mutations account for 1.8% (9/508) of the CMT patients in Taiwan. The present study delineates the clinical and genetic characteristics of NEFL-related neuropathy in Taiwan, and highlights that ulnar MNCV above 25 m/s and CNS involvement may serve as diagnostic clues for NEFL-related neuropathy., (Copyright © 2022 Formosan Medical Association. Published by Elsevier B.V. All rights reserved.)
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- 2023
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41. Rational Use of Antibiotics and Education Improved Aeromonas Necrotizing Fasciitis Outcomes in Taiwan: A 19-Year Experience.
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Huang TY, Tsai YH, Lee CY, Hsu WH, Hsiao CT, Huang YK, Li YY, Chen JL, Kuo SF, Hsiao JC, Li HJ, Hung CH, and Peng KT
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Background: Aeromonas necrotizing fasciitis (NF) causes high rates of amputation and mortality, even after aggressive surgical debridement and antibacterial therapy. This study investigated the effects of rational use of antibiotics and education by infectious disease (ID) physicians on Aeromonas NF treatment outcomes., Methods: Retrospective review for conducted for four years (period I, without an ID physician, December 2001 to December 2005) and 15 years (period II, with an ID physician, January 2006 to March 2021). In period II, the hospital-wide computerized antimicrobial approval system (HCAAS) was also implemented. A pretest-posttest time series analysis compared the two periods. Differences in clinical outcomes, demographics, comorbidities, signs and symptoms, laboratory findings, Aeromonas antibiotic susceptibility, and antibiotic regimens were compared between the two periods., Results: There were 19 patients in period I and 53 patients in period II. Patients had a lower rate of amputation or mortality in period II (35.8%) compared with period I (63.2%). Forty-four patients (61.1%) had polymicrobial infections. In the emergency room, the rate of misdiagnosis decreased from 47.4% in period I to 28.3% in period II, while effective empiric antibiotic usage increased from 21.1% in period I to 66.0% in period II. After the ID physician's adjustment, 69.4% received monotherapy in period II compared to 33.3% in period I., Conclusions: Because Aeromonas NF had a high mortality rate and was often polymicrobial, choosing an antibiotic regimen was difficult. Using the HCAAS by an experienced ID physician can improve rational antibiotic usage and clinical outcomes in Aeromonas NF.
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- 2022
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42. BioFire FilmArray respiratory panel RP2.1 for SARS-CoV-2 detection: The pitfalls.
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Chang YC, Hsiao CT, Chen WL, Su YD, and Hsueh PR
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- GTP-Binding Proteins, Humans, Membrane Proteins, Molecular Diagnostic Techniques, Multiplex Polymerase Chain Reaction, Respiratory System, Sensitivity and Specificity, COVID-19, SARS-CoV-2
- Abstract
Competing Interests: Declaration of Competing Interest The authors declare no conflict of interest.
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- 2022
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43. Oral presentation assessment and image reading behaviour on brain computed tomography reading in novice clinical learners: an eye-tracking study.
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Liu CH, Hung J, Chang CW, Lin JJH, Huang ES, Wang SL, Lee LA, Hsiao CT, Sung PS, Chao YP, and Chang YJ
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- Humans, Eye Movements, Tomography, X-Ray Computed methods, Eye-Tracking Technology, Students, Medical
- Abstract
Background: To study whether oral presentation (OP) assessment could reflect the novice learners' interpretation skills and reading behaviour on brain computed tomography (CT) reading., Methods: Eighty fifth-year medical students were recruited, received a 2-hour interactive workshop on how to read brain CT, and were assigned to read two brain CT images before and after instruction. We evaluated their image reading behaviour in terms of overall OP post-test rating, the lesion identification, and competency in systematic image reading after instruction. Students' reading behaviour in searching for the target lesions were recorded by the eye-tracking technique and were used to validate the accuracy of lesion reports. Statistical analyses, including lag sequential analysis (LSA), linear mixed models, and transition entropy (TE) were conducted to reveal temporal relations and spatial complexity of systematic image reading from the eye movement perspective., Results: The overall OP ratings [pre-test vs. post-test: 0 vs. 1 in case 1, 0 vs. 1 in case 2, p < 0.001] improved after instruction. Both the scores of systematic OP ratings [0 vs.1 in both cases, p < 0.001] and eye-tracking studies (Case 1: 3.42 ± 0.62 and 3.67 ± 0.37 in TE, p = 0.001; Case 2: 3.42 ± 0.76 and 3.75 ± 0.37 in TE, p = 0.002) showed that the image reading behaviour changed before and after instruction. The results of linear mixed models suggested a significant interaction between instruction and area of interests for case 1 (p < 0.001) and case 2 (p = 0.004). Visual attention to the target lesions in the case 1 assessed by dwell time were 506.50 ± 509.06 and 374.38 ± 464.68 milliseconds before and after instruction (p = 0.02). However, the dwell times in the case 2, the fixation counts and the frequencies of accurate lesion diagnoses in both cases did not change after instruction., Conclusion: Our results showed OP performance may change concurrently with the medical students' reading behaviour on brain CT after a structured instruction., (© 2022. The Author(s).)
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- 2022
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44. N-glycosylation of cervicovaginal fluid reflects microbial community, immune activity, and pregnancy status.
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Wu G, Grassi P, MacIntyre DA, Molina BG, Sykes L, Kundu S, Hsiao CT, Khoo KH, Bennett PR, Dell A, and Haslam SM
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- Cytokines, Female, Glycosylation, Humans, Infant, Newborn, Mannose, Polysaccharides, Pregnancy, Microbiota, Premature Birth
- Abstract
Human cervicovaginal fluid (CVF) is a complex, functionally important and glycan rich biological fluid, fundamental in mediating physiological events associated with reproductive health. Using a comprehensive glycomic strategy we reveal an extremely rich and complex N-glycome in CVF of pregnant and non-pregnant women, abundant in paucimannose and high mannose glycans, complex glycans with 2-4 N-Acetyllactosamine (LacNAc) antennae, and Poly-LacNAc glycans decorated with fucosylation and sialylation. N-glycosylation profiles were observed to differ in relation to pregnancy status, microbial composition, immune activation, and pregnancy outcome. Compared to CVF from women experiencing term birth, CVF from women who subsequently experienced preterm birth showed lower sialylation, which correlated to the presence of a diverse microbiome, and higher fucosylation, which correlated positively to pro-inflammatory cytokine concentration. This study is the first step towards better understanding the role of cervicovaginal glycans in reproductive health, their contribution to the mechanism of microbial driven preterm birth, and their potential for preventative therapy., (© 2022. The Author(s).)
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- 2022
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45. Correction: Utility of modified Laboratory Risk Indicator for Necrotizing Fasciitis (MLRINEC) score in distinguishing necrotizing from non-necrotizing soft tissue infections.
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Wu PH, Wu KH, Hsiao CT, Wu SR, and Chang CP
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- 2022
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46. Dyslipidemia and coronary artery calcium: From association to development of a risk-prediction nomogram.
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Wang JS, Chiang HY, Wang YC, Yeh HC, Ting IW, Liang CC, Wang MC, Lin CC, Hsiao CT, Shen MY, and Kuo CC
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- Adult, Calcium, Cholesterol, LDL, Humans, Male, Nomograms, Risk Factors, Triglycerides, Calcinosis diagnosis, Coronary Artery Disease diagnostic imaging, Coronary Artery Disease epidemiology, Dyslipidemias diagnosis, Dyslipidemias epidemiology, Hypertriglyceridemia diagnosis, Vascular Calcification diagnostic imaging, Vascular Calcification epidemiology
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Background and Aims: The associations between dyslipidemia and coronary artery calcium (CAC) are controversial. We investigated their cross-sectional relationships and developed a predictive scoring system for prognostically significant coronary calcification (PSCC)., Methods and Results: This study evaluated the lipid profiles and the CAC score (CACS) measured through multidetector computed tomography (MDCT) among Taiwanese adult patients in a tertiary hospital between 2011 and 2016. Patients with CACS higher than 100 were classified as having PSCC. Dyslipidemia for each lipid component was defined based on the clinical cutoffs or the use of the lipid-lowering agents. Multivariable logistic regression was used to assess the association between dyslipidemia and PSCC and the model performance was assessed using calibration plot, discrimination, and a decision curve analysis. Of the 3586 eligible patients, 364 (10.2%) had PSCC. Increased age, male sex, higher body mass index (BMI), and higher level of triglyceride (TG) were associated with PSCC. The adjusted odds ratios (95% confidence intervals) of PSCC was 1.15 (0.90-1.47) for dyslipidemia defined by total cholesterol (TC) ≥200 mg/dL, 1.06 (0.83-1.35) for low-density-lipoprotein-cholesterol (LDL-C) ≥130 mg/dL, and 1.36 (1.06-1.75) for TG ≥ 200 mg/dL. The positive association between TG ≥ 200 mg/dL and PSCC was not modified by sex. Incorporating hypertriglyceridemia did not significantly improve the predictive performance of the base model comprising of age, sex, BMI, smoking, hypertension, diabetes, estimated glomerular filtration rate, and fasting glucose., Conclusions: Hypertriglyceridemia was significantly associated with the prevalent odds of PSCC. Our proposed predictive model may be a useful screening tool for PSCC., Competing Interests: Declaration of competing interest The authors have no competing interests., (Copyright © 2022 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University. Published by Elsevier B.V. All rights reserved.)
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- 2022
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47. "Glocalization" in medical education: A framework underlying implementing CBME in a local context.
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Chou FC, Hsiao CT, Yang CW, and Frank JR
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- Clinical Competence, Humans, Taiwan, Competency-Based Education, Education, Medical, Emergency Medicine, Internship and Residency
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Background/purpose: The implementation of competency-based medical education is a social construction process within a local and cultural context. However, little is known about the process of adaptation to different systems, known as "glocalization". We analyzed the documents in the development of a milestone project from adapting global standards into a local context and identified a framework underlying this process., Methods: Taiwan Society of Emergency Medicine (TSEM) had developed learning milestones based on the ACGME's version through series of consensus methods including committee work, nominal group technique (NGT), and a modified Delphi method. We applied qualitative content analysis to characterize the evolution of the three versions of TSEM and the original ACGME milestones documents and to explore the meaning behind the differences revealed by the glocalization process., Results: We found 48 differences between ACGME and TSEM milestones. Among these differences, one was made by committee work, 44 came from NGT, and 3 were from the modified Delphi process. Two themes and seven sub-themes emerged from the coding process to explain the contextualization process of the milestones., Conclusion: We identified a framework that incorporates local expression and local needs into the process called glocalization through which global models of competency-based standards could be optimally implemented in a local context with different systems and cultures., Competing Interests: Declaration of competing interest FC Chou, CT Hsiao, and CW Yang are all members of Task Force of EM Model and Milestone (TEMM) of Taiwan Society of Emergency Medicine., (Copyright © 2021 Formosan Medical Association. Published by Elsevier B.V. All rights reserved.)
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- 2022
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48. Application of machine learning methods for the prediction of true fasting status in patients performing blood tests.
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Chang SN, Hsiao YL, Lin CC, Sun CH, Chen PS, Wu MY, Chen SH, Chiang HY, Hsiao CT, King EK, Chang CM, and Kuo CC
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- Cross-Sectional Studies, Glycated Hemoglobin analysis, Hematologic Tests, Humans, Immunoglobulin M, Machine Learning, Blood Glucose, Fasting
- Abstract
The fasting blood glucose (FBG) values extracted from electronic medical records (EMR) are assumed valid in existing research, which may cause diagnostic bias due to misclassification of fasting status. We proposed a machine learning (ML) algorithm to predict the fasting status of blood samples. This cross-sectional study was conducted using the EMR of a medical center from 2003 to 2018 and a total of 2,196,833 ontological FBGs from the outpatient service were enrolled. The theoretical true fasting status are identified by comparing the values of ontological FBG with average glucose levels derived from concomitant tested HbA1c based on multi-criteria. In addition to multiple logistic regression, we extracted 67 features to predict the fasting status by eXtreme Gradient Boosting (XGBoost). The discrimination and calibration of the prediction models were also assessed. Real-world performance was gauged by the prevalence of ineffective glucose measurement (IGM). Of the 784,340 ontologically labeled fasting samples, 77.1% were considered theoretical FBGs. The median (IQR) glucose and HbA1c level of ontological and theoretical fasting samples in patients without diabetes mellitus (DM) were 94.0 (87.0, 102.0) mg/dL and 5.6 (5.4, 5.9)%, and 92.0 (86.0, 99.0) mg/dL and 5.6 (5.4, 5.9)%, respectively. The XGBoost showed comparable calibration and AUROC of 0.887 than that of 0.868 in multiple logistic regression in the parsimonious approach and identified important predictors of glucose level, home-to-hospital distance, age, and concomitantly serum creatinine and lipid testing. The prevalence of IGM dropped from 27.8% based on ontological FBGs to 0.48% by using algorithm-verified FBGs. The proposed ML algorithm or multiple logistic regression model aids in verification of the fasting status., (© 2022. The Author(s).)
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- 2022
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49. Correction: Prospective Validation of the Laboratory Risk Indicator for Necrotizing Fasciitis (LRINEC) Score for Necrotizing Fasciitis of the Extremities.
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Hsiao CT, Chang CP, Huang TY, Chen YC, and Fann WC
- Abstract
[This corrects the article DOI: 10.1371/journal.pone.0227748.].
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- 2022
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50. Bridging the Gap: Using Consensus to Explore Entrustment Decisions and Feedback Receptivity in Competency-Based Emergency Medicine Residency Programs Through the Construction of a Q-Sample Incorporating a Delphi Technique.
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Chang YC, Chuang RS, Hsiao CT, Khwepeya M, and Nkambule NS
- Abstract
Background: Recent changes in medical education calls for a shift toward student-centered learning. Therefore, it is imperative that clinical educators transparently assess the work-readiness of their medical residents through entrustment-based supervision decisions toward independent practice. Similarly, it is critical that medical residents are vocal about the quality of supervision and feedback they receive. This study aimed to explore the factors that influence entrustment-based supervision decisions and feedback receptivity by establishing a general consensus among Taiwanese clinical educators and medical residents regarding entrustment decisions and feedback uptake, respectively., Methods: In Q-methodology studies, a set of opinion statement (i.e., the Q-sample) is generated to represent the phenomenon of interest. To explore the factors that influence entrustment-based supervision decisions and feedback receptivity, a Q-sample was developed using a four-step approach: (1) literature search using electronic databases, such as PubMed and Google Scholar, and interviews with emergency clinical educators and medical residents to generate opinion statements, (2) thematic analysis and grouping using The Model of Trust, the Ready, Wiling, and Able model, and the theory of self-regulated learning, (3) translation, and (4) application of a Delphi technique, including two expert panels comprised of clinical educators and medical residents, to establish a consensus of the statements and validation for a subsequent Q-study., Results: A total of 585 and 1,039 statements from the literature search and interviews were extracted to populate the sample of statements (i.e., the concourse) regarding entrustment-based supervision decisions for clinical educators and feedback receptivity emergency medicine residents, respectively. Two expert panels were invited to participate in a Delphi Technique, comprised of 11 clinical educators and 13 medical residents. After two-rounds of a Delphi technique, the panel of clinical educators agreed on 54 statements on factors that influence entrustment-based supervision decisions and were categorized into five themes defined by the Model of Trust. Similarly, a total of 60 statements on the factors that influence feedback receptivity were retained by the panel of medical residents and were categorized into five themes defined by the Ready, Willing, and Able model and the theory of self-regulated learning., Conclusion: Though not exhaustive, the key factors agreed upon by clinical educators and medical residents reflect the characteristics of entrustment-based supervision decisions and feedback receptivity across specialties. This study provides insight on an often overlooked issue of the paths to teaching and learning in competency-based residency training programs. Additionally, incorporation of the Delphi technique further adds to the existing literature and puts emphasis as an important tool that can be used in medical education to rigorously validate Q-statements and develop Q-samples in various specialties., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Chang, Chuang, Hsiao, Khwepeya and Nkambule.)
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- 2022
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