ABSTRACT
Deep drawing has been practiced in various manufacturing industries for many years. With the aid of stamping equipment, materials are sheared to different shapes and dimensions for users. Meanwhile, through artificial intelligence (AI) training, machines can make decisions or perform various functions. The aim of this study is to discuss the geometric and process parameters for A7075 in deep drawing and derive the formable regions of sound products for different forming parameters. Four parameters-forming temperature, punch speed, blank diameter and thickness-are used to investigate their effects on the forming results. Through finite element simulation, a database is established and used for machine learning (ML) training and validation to derive an AI prediction model. Importing the forming parameters into this prediction model can obtain the forming results rapidly. To validate the formable regions of sound products, several experiments are conducted and the results are compared with the prediction results to verify the feasibility of applying ML to deep drawing processes of aluminum alloy A7075 and the reliability of the AI prediction model.
ABSTRACT
Vaccine-induced thrombotic thrombocytopenia (VITT) is a well-known complication of adenoviral vector COVID-19 vaccines including ChAdOx1 nCoV-19 (AstraZeneca) and Ad26. COV2.S (Janssen, Johnson & Johnson). To date, only a few cases of mRNA COVID-19 vaccine such as mRNA-1273 (Moderna) or BNT162b2 (Pfizer-BioNTech)-induced VITT have been reported. We report a case of VITT with acute cerebral venous thrombosis and hemorrhage after a booster of mRNA-1273 (Moderna) vaccine in a patient previously vaccinated with two doses of the AstraZeneca vaccine. A 42-year-old woman presented with sudden onset of weakness of the right upper limb with focal seizure. She had received two doses of AstraZeneca vaccines and a booster with Moderna vaccine 32 days before presentation. She had also undergone a laparoscopic myomectomy 12 days previously. Laboratory examinations revealed anemia (9.5 g/dl), thrombocytopenia (31 × 103/µl), and markedly elevated d-dimer (>20.0 mg/L; reference value < 0.5 mg/L). The initial brain computed tomography (CT) was normal, but a repeated scan 10 h later revealed hemorrhage at the left cerebrum. Before the results of the blood smear were received, on suspicion of thrombotic microangiopathy with thrombocytopenia and thrombosis, plasmapheresis and pulse steroid therapy were initiated, followed by intravenous immunoglobulin (1 g/kg/day for two consecutive days) due to refractory thrombocytopenia. VITT was confirmed by positive anti-PF4 antibody and both heparin-induced and PF4-induced platelet activation testing. Clinicians should be aware that mRNA-1273 Moderna, an mRNA-based vaccine, may be associated with VITT with catastrophic complications. Additionally, prior exposure to the AstraZeneca vaccine and surgical procedure could also have precipitated or aggravated autoimmune heparin-induced thrombocytopenia/VITT-like presentation.
ABSTRACT
To date, the increase in reactive oxygen species (ROS) production for effectual photodynamic therapy (PDT) treatment still remains challenging. In this study, a facile and effective approach is utilized to coat mesoporous silica (mSiO2) shell on the ligand-free upconversion nanoparticles (UCNPs) based on the LiYF4 host material. Two kinds of mesoporous silica-coated UCNPs (UCNP@mSiO2) that display green emission (doped with Ho3+) and red emission (doped with Er3+), respectively, were successfully synthesized and well characterized. Three photosensitizers (PSs), merocyanine 540 (MC 540), rose bengal (RB), and chlorin e6 (Ce6), with the function of absorption of green or red emission, were selected and loaded into the mSiO2 shell of both UCNP@mSiO2 nanomaterials. A comprehensive study for the three UCNP@mSiO2/PS donor/acceptor pairs was performed to investigate the efficacy of fluorescence resonance energy transfer (FRET), ROS generation, and in vitro PDT using a MCF-7 cell line. ROS generation detection showed that as compared to the oleate-capped and ligand-free UCNP/PS pairs, the UCNP@mSiO2/PS nanocarrier system demonstrated more pronounced ROS generation due to the UCNP@mSiO2 nanoparticles in close vicinity to PS molecules and a higher loading capacity of the photosensitizer. As a result, the three LiYF4 UCNP@mSiO2/PS nanoplatforms displayed more prominent therapeutic efficacies in PDT by using in vitro cytotoxicity tests.
Subject(s)
Nanoparticles , Photochemotherapy , Cell Line, Tumor , Nanoparticles/therapeutic use , Photosensitizing Agents/pharmacology , Photosensitizing Agents/therapeutic use , Reactive Oxygen Species/metabolism , Silicon DioxideABSTRACT
BACKGROUND: Atrial fibrillation is a paroxysmal heart disease without any obvious symptoms for most people during the onset. The electrocardiogram (ECG) at the time other than the onset of this disease is not significantly different from that of normal people, which makes it difficult to detect and diagnose. However, if atrial fibrillation is not detected and treated early, it tends to worsen the condition and increase the possibility of stroke. In this paper, P-wave morphology parameters and heart rate variability feature parameters were simultaneously extracted from the ECG. A total of 31 parameters were used as input variables to perform the modeling of artificial intelligence ensemble learning model. RESULTS: This paper applied three artificial intelligence ensemble learning methods, namely Bagging ensemble learning method, AdaBoost ensemble learning method, and Stacking ensemble learning method. The prediction results of these three artificial intelligence ensemble learning methods were compared. As a result of the comparison, the Stacking ensemble learning method combined with various models finally obtained the best prediction effect with the accuracy of 92%, sensitivity of 88%, specificity of 96%, positive predictive value of 95.7%, negative predictive value of 88.9%, F1 score of 0.9231 and area under receiver operating characteristic curve value of 0.911. CONCLUSION: In feature extraction, this paper combined P-wave morphology parameters and heart rate variability parameters as input parameters for model training, and validated the value of the proposed parameters combination for the improvement of the model's predicting effect. In the calculation of the P-wave morphology parameters, the hybrid Taguchi-genetic algorithm was used to obtain more accurate Gaussian function fitting parameters. The prediction model was trained using the Stacking ensemble learning method, so that the model accuracy had better results, which can further improve the early prediction of atrial fibrillation.
Subject(s)
Atrial Fibrillation , Algorithms , Artificial Intelligence , Atrial Fibrillation/diagnosis , Electrocardiography , Humans , Machine Learning , ROC CurveABSTRACT
A quaternized polybenzimidazole (PBI) membrane was synthesized by grafting a dimethylimidazolium end-capped side chain onto PBI. The organic-inorganic hybrid membrane of the quaternized PBI was prepared via a silane-induced crosslinking process with triethoxysilylpropyl dimethylimidazolium chloride. The chemical structure and membrane morphology were characterized using NMR, FTIR, TGA, SEM, EDX, AFM, SAXS, and XPS techniques. Compared with the pristine membrane of dimethylimidazolium-functionalized PBI, its hybrid membrane exhibited a lower swelling ratio, higher mechanical strength, and better oxidative stability. However, the morphology of hydrophilic/hydrophobic phase separation, which facilitates the ion transport along hydrophilic channels, only successfully developed in the pristine membrane. As a result, the hydroxide conductivity of the pristine membrane (5.02 × 10-2 S cm-1 at 80 °C) was measured higher than that of the hybrid membrane (2.22 × 10-2 S cm-1 at 80 °C). The hydroxide conductivity and tensile results suggested that both membranes had good alkaline stability in 2M KOH solution at 80 °C. Furthermore, the maximum power densities of the pristine and hybrid membranes of dimethylimidazolium-functionalized PBI reached 241 mW cm-2 and 152 mW cm-2 at 60 °C, respectively. The fuel cell performance result demonstrates that these two membranes are promising as AEMs for fuel cell applications.
ABSTRACT
BACKGROUND: Handheld surgical robots offer functionalities, such as active guidance, tremor suppression and force reflection, for surgeons to enhance their skill in manipulating surgical tools during medical intervention. In orthopedic surgery, the robot additionally has to offer sufficient rigidity and power for bone machining. The size and weight of the mechanical design, together with the control behaviour associated with involuntary hand motion, navigation and reflected force to the human, all influence the overall performance of an orthopedic handheld robot. METHODS: The paper proposes a miniature and compact design for an embedded robot, which is a similar weight as a handpiece. Then, a shared controller is proposed to address the coupling among involuntary and voluntary hand motions, robot navigation, tool feedback forces and force artefacts from actuation. RESULTS: The handheld robot is able to stabilize the drill positioning by removing involuntary tremors as well as reduce force artefacts from motor actuation in experiments involving pedicle tunnelling on a porcine spine. CONCLUSION: The paper has successfully realized a compact handheld orthopedic robot which provides high performance of usability, tremor suppression and force reflection for bone drilling.
Subject(s)
Orthopedic Procedures , Orthopedics , Robotic Surgical Procedures , Robotics , Animals , Feedback , Humans , Motion , SwineABSTRACT
BACKGROUND AND OBJECTIVES: Migraine has been associated with many comorbidities. However, lifestyle factors and the presence of comorbid diseases have not previously been extensively studied in the same sample. This study aimed to compare the prevalence of unhealthy lifestyle factors and comorbid diseases between patients with migraine and migraine-free controls with subgroup analyses to determine the pathophysiology and possible consequences. METHODS: This cross-sectional study recruited 1257 patients with migraine between the ages of 20 and 65 years from a headache outpatient clinic in Taiwan and 496 non-migraine controls. All participants completed questionnaires regarding demographics, migraine diagnosis, sleep, headache burden, and medical, pain, and psychiatric conditions. Participants also underwent a structured interview. The associations between comorbidities and migraine were investigated and further stratified by sex and aura. RESULTS: Patients with migraine with aura had an unhealthier lifestyle compared with controls in the form of current smoking status (15.5% [67/431] vs. 11.5% [57/496], p = 0.013). Furthermore, medical- (e.g., thyroid disease; 7.2% [91/1257 vs. 2.8% [14/496]; p = 0.006), psychiatric- (e.g., depression; 6% [76/1257 vs. 2.6% [13/496]; p = 0.031), and pain-related (e.g., fibromyalgia; 8% [101/1257 vs. 3.2% [16/496]; p = 0.006) comorbidities were more prevalent in patients compared with controls. Subgroup analyses revealed that chronic migraine, migraine with aura, and female sex were associated with a greater number of significant comorbidities than episodic migraine, migraine without aura, and male patients with migraine, respectively. CONCLUSION: Individuals seeking treatment for migraine reported greater levels of smoking and medical, psychiatric, and pain conditions than non-treatment-seeking healthy controls who were recruited from the community. Understanding the relationship between migraine and comorbid diseases may improve medical care as well as the quality of life.
Subject(s)
Life Style , Mental Disorders/epidemiology , Migraine Disorders/epidemiology , Pain/epidemiology , Smoking/epidemiology , Adult , Aged , Case-Control Studies , Comorbidity , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Migraine with Aura/epidemiology , Prevalence , Risk Factors , Surveys and Questionnaires , Taiwan/epidemiology , Young AdultABSTRACT
Most previous studies on cluster headache (CH) focus on Western populations. This study aimed to investigate the clinical characteristics of CH in a neurology outpatient population in Taiwan. A cross-sectional survey was conducted from July 2015 to June 2019 in a medical college affiliated with a tertiary care hospital (Tri-Service General Hospital) in Taiwan. All consecutive patients reporting headache as their chief complaint were asked to participate in a face-to-face interview with a qualified headache specialist and to complete a detailed self-administered questionnaire. The diagnosis of CH was made according to the Third edition of the International Classification of Headache Disorders. The subjects comprised 80 consecutive new CH patients (13 women and 67 men; ratio, 1:5). The mean age at presentation was 36.0 ± 10.8 years (range, 16-64 years), mean age at onset was 27.2 ± 12.1 years (range, 5-65 years), and mean time lag before diagnosis was 9.3 ± 10.5 years (range, 0-46.4 years). Of the total CH patients, 25.3% reported feelings of restlessness during headache episodes. A seasonal predilection was reported by 18% of the CH patients. The use of tobacco was the most common (44/80 patients). Chronic CH was only observed in 5% of the patients and only one patient (1.3%) reported both a positive family history for CH and aura. Features of CH in Taiwanese patients differed from that of Caucasian patients; a lower prevalence of chronic CH, positive family history of CH, and occurrence of aura may be less common in the former than in the latter.
ABSTRACT
OBJECTIVE: Several single-nucleotide polymorphisms (SNPs) are associated with restless legs syndrome (RLS). This study investigated whether or not additional SNP variants increase the risk of RLS in migraineurs and in migraine with aura (MA) and migraine without aura (MoA) subgroups. METHODS: Migraineurs with and without RLS were genotyped using an Affymetrix array. We performed association analyses for the entire cohort and the MA and MoA subgroups, which were divided further into episodic migraine (EM) and chronic migraine (CM). Potential correlations between SNPs and clinical indices in migraineurs with RLS were examined by multivariate regression analysis. RESULTS: The rs77234324 and rs79004933 SNPs were found in migraineurs with (P = 2.57E-07) and without (P = 3.03E-07) RLS. The A allele frequency for rs77234324 (on LGR6) was 0.1321 in migraineurs with RLS and 0.0166 in those without RLS (odds ratio, 8.978). The T allele frequency for rs79004933 (in the intergenic region) was 0.1981 in migraineurs with RLS and 0.0446 in those without (odds ratio, 5.281). rs2858654, rs76770509, rs4243475 in UTRN, rs150762626, and rs2668375 were identified in migraine with and without RLS in the MoA subgroup (P = 7.56E-09, P = 2.30E-08, P = 1.19E-07, P = 6.86E-07, and P = 8.05E-07, respectively). There was a suggestion of an association between rs10510331 (P = 1.50E-06) and CM and EM in patients with MoA and RLS. Multivariate regression showed a significant relationship between rs79004933 and the Beck Depression Inventory score. INTERPRETATION: rs77234324 in LGR6 and rs79004933 in the intergenic region were associated with RLS in migraineurs. Five SNPs increased the risk of RLS in patients with MoA.
Subject(s)
Genotype , Migraine Disorders/genetics , Migraine with Aura/genetics , Restless Legs Syndrome/genetics , Comorbidity/trends , Humans , Migraine Disorders/complications , Migraine with Aura/complications , Polymorphism, Single Nucleotide/genetics , Prevalence , Regression Analysis , Restless Legs Syndrome/complications , Restless Legs Syndrome/diagnosisABSTRACT
In order to enhance the thermomechanical behaviors of epoxy molding compounds, the hexagonal boron nitride (h-BN) fillers were incorporated in a ketone mesogenic liquid crystalline epoxy (K-LCE) matrix to prepare a high-performance epoxy composites. The h-BN was modified by surface coupling agent 3-aminopropyltriethoxysilane (APTES). The grafting of silane molecules onto the surface of BN fillers improved the compatibility and homogeneous dispersion state of BN fillers in the K-LCE matrix with a strong interface interaction. The surface-modified BN fillers were characterized using Fourier transform infrared spectroscopy. The thermomechanical properties and morphologies of K-LCE/BN composites loading with different contents of modified BN fillers, ranging from 0.50 to 5.00 wt%, were investigated. These results show that modified BN fillers uniformly dispersed in K-LCE matrix, contributing to the enhancement in storage modulus, glass transition temperatures, impact strength and reduction in the coefficient of thermal expansion (CTE). The thermal stability and char yield of the K-LCE/BN composites were increased by increasing the amount of modified BN fillers and the thermal decomposition temperatures of composites were over 370 °C. The thermal conductivity of the K-LCE/BN composites was up to 0.6 W/m·K, for LC epoxy filled with 5.00-wt%-modified BN fillers. Furthermore, the K-LCE/BN composites have excellent thermal and mechanical properties compared to those of the DGEBA/BN composites.
ABSTRACT
Plasma levels of biomarkers change with the progression of Alzheimer's disease (AD), which involves the accumulation of pathological amyloid ß (Aß) and Tau protein tangles. However, few studies have investigated the association between plasma biomarkers and rapid cognitive decline in patients with amnestic mild cognitive impairment (aMCI) and AD. A total of 10 healthy controls, 24 patients with aMCI, and 19 patients with AD were enrolled. All participants underwent twice Mini-Mental State Examination (MMSE), with a mean 1.2 year interval. Immunomagnetic reduction was utilized to evaluate levels of plasma biomarkers, including amyloid ß 1-40 (Aß1-40), Aß1-42, total Tau protein, phosphorylated Tau protein (Threonine 181), and α-synuclein (α-Syn). The correlations between plasma levels of biomarkers and MMSE change were examined. Our analysis reveals that current higher plasma levels of Aß1-42 and α-Syn with the cut-off value of plasma Aß1-42 >17.26 pg/mL and α-Syn >105 fg/mL had a moderate-to-high discriminatory capacity (area under the curve >0.70) for identifying cognitive deterioration in patients with aMCI. Our results thus suggest that plasma levels of Aß1-42 and α-Syn may be considered as useful markers to assess the severity of global cognitive decline in patients with aMCI.
Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Amyloid beta-Peptides , Biomarkers , Humans , Immunoassay , Peptide FragmentsABSTRACT
INTRODUCTION: The relationships between family history, sex, age at onset, and migraine occurrence have been documented. However, the associations between these factors across different sexes and subgroups of patients have yet to be elucidated. This study evaluated the association between family history and migraine in male and female patients experiencing episodic and chronic migraine with and without aura. METHODS: This cross-sectional, case-control study included 299 headache-free controls and 885 patients receiving outpatient treatment for migraine. Participants were classified into episodic (1-14 days/month) and chronic (≥15 days/month) migraine groups. RESULTS: Positive family history was significantly more frequently observed in the episodic group than in the chronic group (49.5% vs. 26%; P < 0.001) in male patients, particularly in male patients without aura (50.3% vs. 21.9%; P = 0.003); it was less frequently observed (58.7% vs. 73.7%; P = 0.048) in female patients with aura. Family history was correlated with an earlier age at onset (20.7 years vs. 22.8 years; P = 0.002), particularly in patients without aura (21 years vs. 23.7 years; P = 0.002), who were women (20.9 years vs. 23.9 years; P = 0.002). CONCLUSIONS: Different patterns of association between family history and migraine can be observed between men and women. A positive family history of migraine is correlated with an earlier age at onset, particularly among female patients without aura.
Subject(s)
Epilepsy/pathology , Migraine Disorders/pathology , Adult , Age of Onset , Case-Control Studies , Cross-Sectional Studies , Epilepsy/complications , Family , Female , Humans , Male , Middle Aged , Migraine Disorders/complications , Odds Ratio , Q-Sort , Risk Factors , Sex Factors , Young AdultABSTRACT
Guillain-Barré syndrome (GBS) is an acute neuroimmunological disorder characterized by rapidly ascending symmetrical limb weakness, areflexia, and sensory deficits. Approximately 65% of patients with GBS present with autonomic dysfunction, which commonly occurs in advanced stages. However, paralytic ileus, a sign of gastrointestinal dysautonomia, is rare as the presenting feature in GBS before motor weakness becomes evident. We report the case of a 54-year-old man admitted to the Emergency Department with paralytic ileus as the prodromal feature in early-stage GBS. Total parenteral feeding and prokinetic use were initiated, but no clinical improvement was observed. The patient showed rapid progression to quadriplegia, which was ultimately determined to be respiratory muscle failure requiring mechanical ventilation and intensive care unit admission. He underwent 5 days of intravenous immunoglobulin therapy and muscle strength was partially improved thereafter. However, the patient's enteral nutritional support was undesirable because of persistent poor gastric emptying complicated by fungemia and profound sepsis throughout the hospital course. Finally, he died 1 month after admission. Ignorance of this unusual prodrome to GBS could result in delayed treatment, along with potential progression to life-threatening events. Early recognition of GBS and prompt immunotherapy are critical for reducing morbidity and mortality.
Subject(s)
Autonomic Nervous System Diseases , Guillain-Barre Syndrome , Intestinal Pseudo-Obstruction , Guillain-Barre Syndrome/complications , Guillain-Barre Syndrome/diagnosis , Guillain-Barre Syndrome/therapy , Humans , Immunoglobulins, Intravenous/therapeutic use , Intestinal Pseudo-Obstruction/complications , Intestinal Pseudo-Obstruction/diagnosis , Intestinal Pseudo-Obstruction/therapy , Male , Middle Aged , Muscle WeaknessABSTRACT
OBJECTIVES: Subjective cognitive complaints by patients with migraine have been associated with memory impairment. However, whether the severity of memory impairment relates to migraine characteristics, such as attack frequency and aura, remains undetermined. We investigated the relationship between subjective cognitive complaints and migraine characteristics. MATERIALS AND METHODS: This cross-sectional study recruited 669 clinic outpatients from Taiwan. We stratified them by migraine frequency and the presence or absence of aura, and we controlled the data for confounding variables. We performed multivariable linear and logistic regressions to investigate whether different migraine frequencies are associated with subjective cognitive complaints, which were evaluated by the subjective memory complaints scale and the Ascertain Dementia 8 (AD8) questionnaire. RESULTS: Total subjective memory complaints scores tended to increase with the migraine attack frequency (P = .022) in patients with migraine with aura; similar results were obtained for AD8 scores in women with migraine with aura. Poor sleep quality was associated with a higher total subjective memory complaint (B = 0.08, 95% confidence interval [CI] = 0.03-0.14) and AD8 (B = 0.07, 95% CI = 0.02-0.11) scores. In addition, more severe depression was associated with higher total subjective memory complaints and AD8 scores (B = 0.05, 95% CI = 0.02-0.09; B = 0.08, 95% CI = 0.05-0.11, respectively). CONCLUSIONS: Subjective cognitive complaints tend to increase with the frequency of migraines with aura, and this interrelation is substantially influenced by depression severity and sleep disturbances.
Subject(s)
Diagnostic Self Evaluation , Migraine Disorders/psychology , Aged , Cognition , Female , Humans , Male , Middle Aged , Migraine Disorders/pathology , Surveys and QuestionnairesABSTRACT
CLINICAL INTRODUCTION: An 88-year-old woman presented with acute onset of involuntary limb movements for one day. Two days prior she had fallen a suffered a left hip contusion but no head trauma. There was no fever or difficulty breathing. Her heart rate was 72 bpm with blood pressure of 109/68 mm Hg. Physical examination revealed restricted left hip motion due to pain and a sustained twisted posture of the upper extremity without paresis. Glasgow Coma Scale was 15, and there was no evidence of Kernig's or Brudzinski's sign. She underwent a hip X-ray and non-contrast CT scan (figures 1 and 2).emermed;36/7/415/F1F1F1Figure 1Anteroposterior X-radiograph of the hip.emermed;36/7/415/F2F2F2Figure 2A non-contrast brain CT. QUESTION: What is the most likely cause of the clinical presentation?Acute meningitisCerebral fat embolismHaemorrhagic strokeHypertensive encephalopathy For answer see page 2 For question see page 1.
Subject(s)
Embolism, Fat/complications , Intracranial Embolism/complications , Leg/abnormalities , Movement Disorders/etiology , Aged, 80 and over , Embolism, Fat/epidemiology , Female , Humans , Intracranial Embolism/epidemiology , Leg/diagnostic imaging , Leg/physiopathology , Magnetic Resonance Imaging/methods , Movement Disorders/epidemiology , Radiography/methods , Tomography, X-Ray Computed/methodsABSTRACT
Influenza-associated acute encephalopathy (IAE) is more prevalent in children than in adults and often results in neurological sequelae or even death. Diagnosis of IAE is difficult as clinical presentation varies significantly and the influenza virus is rarely detected in cerebrospinal fluid. Moreover, seizures in adults due to influenza infection are rare. Herein, we describe the case of an adult presenting with both acute encephalitis and seizures. A 38-year-old female was admitted to the emergency department with acute respiratory symptoms and fever, followed by quick progression to stupor within 24â¯h. A rapid antigen test was influenza A-positive, and polymerase chain reaction of nasal secretions confirmed the H3N2 subtype. Brain magnetic resonance imaging showed bilateral water restriction lesions at the thalamus and the cerebellum and an electroencephalogram showed frequent episodic generalized sharp-and-slow waves over the bilateral frontal region. Based on the neuroimaging and laboratory findings, we diagnosed the patient with adult influenza A (H3N2)-related encephalitis complicated by seizure. Treatment with oseltamivir and anticonvulsants led to complete neurologic recovery by day 14. This report describes two unusual neurological manifestations of influenza A, i.e., encephalitis and seizures, in an adult. We emphasize that, in adults presenting with acute viral encephalitis, clinicians should consider influenza infection as part of the differential diagnosis, and that typical neuroimaging in conjunction with laboratory detection of influenza virus and/or intrathecal antibody production suggestive of IAE, may help establish an accurate diagnosis.
Subject(s)
Encephalitis, Viral/virology , Influenza A Virus, H3N2 Subtype/isolation & purification , Influenza, Human/diagnosis , Acute Disease , Adult , Anticonvulsants/administration & dosage , Antiviral Agents/administration & dosage , Brain/diagnostic imaging , Brain/pathology , Diagnosis, Differential , Encephalitis, Viral/complications , Encephalitis, Viral/diagnosis , Encephalitis, Viral/drug therapy , Female , Humans , Influenza, Human/complications , Influenza, Human/drug therapy , Influenza, Human/virology , Levetiracetam/administration & dosage , Magnetic Resonance Imaging , Oseltamivir/administration & dosage , Seizures/drug therapy , Seizures/etiologyABSTRACT
Background: Migraines with aura have been associated with suicide in adolescents and young adults, but the association between suicide and migraine frequency has not been determined. This study investigated suicidal ideation and suicide attempts among patients with varying frequencies of migraines, with and without auras. Methods: This cross-sectional study analyzed 528 patients aged between 20 and 60 years from a headache outpatient clinic in Taiwan. All patients completed a set of questionnaires, including a demographic questionnaire, the Migraine Disability Assessment questionnaire, the Hospital Anxiety and Depression Scale, the Beck Depression Inventory, and the Pittsburgh Sleep Quality Index. Suicide risk was evaluated by self-reported lifetime suicidal ideation and attempts. Patients were divided into low-frequency (1-4 days/month), moderate-frequency (5-8 days/month), high-frequency (9-14 days/month), and chronic (≥15 days/month) migraine groups. The association between migraine frequency and suicidality was investigated using multivariable linear regression and logistic regression. Results: The rates of suicidal ideation and suicide attempts were the highest for chronic migraine with aura (ideation: 47.2%; attempts: 13.9%) and lowest in migraine-free controls (2.8%). Migraine frequency was an independent risk factor for suicidal ideation and attempts in patients with aura (both P trend < 0.001), but not in patients without auras. Migraine aura and depression were associated with higher risks of suicidal ideation and suicide attempts in patients with migraine. Conclusion: High migraine frequency has a correlation with high suicide risk in patients who experience an aura, but not in other patients with migraine.
ABSTRACT
BACKGROUND AND OBJECTIVES: To date, the efficacy of the virtual reality (VR) application for acute stroke compared with conventional therapy (CT) remains unclear. This retrospective study aims to assess the impact of adjuvant VR technology on multidimensional therapy for patients with acute-stage stroke. METHODS: 100 acute ischemic stroke patients with onset within 7 days who underwent combined adjuvant VR-based rehabilitation program and CT (intervention group-VR + CT) were compared to an equal number of cross-matched patients who received CT alone. While the intervention group received 40-min CT plus 20-min VR program (seven times for 1 week), the comparison group received time-matched CT alone. The National Institutes of Health Stroke Scale (NIHSS), modified Rankin Scale (mRS), medical cost-effectiveness, and shortening of hospital stay were used as outcome measures. RESULTS: Posttreatment, the VR + CT group revealed significantly improved NIHSS and mRS (P < 0.001), whereas only the mRS improvement was remarkable in the CT group. In between-group comparisons, the intervention group had better improvements of symptom severity (NIHSS percentage improvement from the baseline; 20.18% vs. 4.59%, P < 0.005), functional outcomes (mRS improvement from the baseline; - 0.58 vs. - 0.23, P < 0.001), and reduced medical cost (Taiwan dollar; 49474 vs. 66306, P < 0.005). Furthermore, the VR + CT group reached markedly higher proportion of functional independence in activities of daily living (mRS, 0-2) at discharge compared with the CT group (68% vs. 60%, P < 0.001). CONCLUSIONS: This study suggests that the combination of VR-based rehabilitation and traditional therapy could be more effective for neurorehabilitation than CT alone in the early improvement of symptom severity, functional outcomes, and lower medical expenditure in acute stroke patients.