A decision tree model for predicting high mono-N-desethylamiodarone concentrations and reducing tissue toxicity in patients with low-dose amiodarone therapy: A multicentral retrospective cohort study.

OBJECTIVE: High plasma levels of mono-N-desethylamiodarone (MDEA), an active amiodarone metabolite, may be associated with tissue toxicity in heart failure (patients with heart rhythm disturbances); therefore, a tool that can identify patients for whom therapeutic drug monitoring (TDM) of MDEA is required. This multicenter study aimed to develop a decision tree (DT) model that can identify patients with heart rhythm disturbances at high MDEA concentrations. MATERIALS AND METHODS: A multicenter retrospective cohort study was conducted, including 157 adult patients with heart failure who received oral amiodarone treatment. A χ2 automatic interaction-detection algorithm was used to construct a DT model. In the DT analysis, the dependent variable was set as an MDEA trough plasma concentration of ≥ 0.6 µg/mL during the steady-state period. Explanatory variables were selected as factors with p < 0.05 in multivariate logistic regression analysis. RESULTS: The adjusted odds ratios for the daily dose of amiodarone and body mass index were 1.01 (95% coefficient interval: 1.008 - 1.021, p < 0.001) and 0.91 (95% confidence interval: 0.834 - 0.988, p = 0.025), respectively. For DT analysis, the risk of reaching plasma MDEA concentrations ≥ 0.6 µg/mL was relatively high, combined with a daily dose of amiodarone > 100 mg and body mass index ≤ 22.3 kg/m2 at 69.0% (20/29), and its trend was also detected in the sensitivity analysis. CONCLUSION: Patients taking a daily amiodarone dose > 100 mg and with a body mass index ≤ 22.3 kg/m2 warrant TDM implementation for MDEA to minimize the risk of MDEA-induced tissue toxicity.

Machine Learning-Based Prediction of Digoxin Toxicity in Heart Failure: A Multicenter Retrospective Study.

Digoxin toxicity (plasma digoxin concentration ≥0.9 ng/mL) is associated with worsening heart failure (HF). Decision tree (DT) analysis, a machine learning method, has a flowchart-like model where users can easily predict the risk of adverse drug reactions. The present study aimed to construct a flowchart using DT analysis that can be used by medical staff to predict digoxin toxicity. We conducted a multicenter retrospective study involving 333 adult patients with HF who received oral digoxin treatment. In this study, we employed a chi-squared automatic interaction detection algorithm to construct DT models. The dependent variable was set as the plasma digoxin concentration (≥ 0.9 ng/mL) in the trough during the steady state, and factors with p < 0.2 in the univariate analysis were set as the explanatory variables. Multivariate logistic regression analysis was conducted to validate the DT model. The accuracy and misclassification rates of the model were evaluated. In the DT analysis, patients with creatinine clearance <32 mL/min, daily digoxin dose ≥1.6 µg/kg, and left ventricular ejection fraction ≥50% showed a high incidence of digoxin toxicity (91.8%; 45/49). Multivariate logistic regression analysis revealed that creatinine clearance <32 mL/min and daily digoxin dose ≥1.6 µg/kg were independent risk factors. The accuracy and misclassification rates of the DT model were 88.2 and 46.2 ± 2.7%, respectively. Although the flowchart created in this study needs further validation, it is straightforward and potentially useful for medical staff in determining the initial dose of digoxin in patients with HF.

Effect of three-hour ankle joint immobilization with an ankle foot orthosis on corticospinal excitability and ankle joint angle excursion during gait.

[Purpose] Ankle foot orthosis (AFO) is widely used to regain gait function after injuries and/or stroke; however, limited information is currently available on their effects. We herein examined the effects of three-hour immobilization with AFO on corticospinal excitability and ankle joint movement during gait in healthy volunteers. [Participants and Methods] The participants comprised of seven healthy volunteers. Corticospinal excitability and ankle joint excursions were evaluated before and after three hours of immobilization with left limb AFO. We measured motor evoked potentials in the tibialis anterior (TA) and gastrocnemius (Ga) muscles induced by transcranial magnetic stimulation. In a kinematic analysis, we focused on transition points, such as the timing from dorsiflexion to plantarflexion of the ankle joint and/or vice versa, during gait. [Results] Corticospinal excitability in TA and Ga both significantly decreased. During the normalized gait cycle (GC), ankle angles showed less dorsiflexion at 0% GC and 100% GC, and during loading response and mid-swing and terminal swing phases. Furthermore, less plantarflexion was observed during the initial swing phase. [Conclusion] This study showed that short-term ankle joint immobilization with AFO induces a significant decrease in corticospinal excitability and has an effect on ankle joint excursion during gait. Further studies are needed on the effects of long-term immobilization by AFO.

New Concept for a Thoracic Drainage System Using Magnetic Actuation.

Objectives. Thoracic drainage is a common procedure to drain fluid, blood, or air from the pleural cavity. Some attempts to develop approaches to new thoracic drainage systems have been made; however, a simple tube is often currently used. The existing drain presupposes that it is placed correctly and that the tip does not require moving after insertion into the thoracic cavity. However, in some cases, the drain is not correctly placed and reinsertion of an additional drain is required, resulting in significant invasiveness to the patient. Therefore, a more effective drainage system is needed. This study aimed to develop and assess a new thoracic drain via a collaboration between medical and engineering personnel. Methods. We developed the concept of a controllable drain system using magnetic actuation. A dry laboratory trial and accompanying questionnaire assessment were performed by a group of thoracic and general surgeons. Objective mechanical measurements were obtained. Porcine experiments were also carried out. Results. In a dry laboratory trial, use of the controllable drain required significantly less time than that required by replacing the drain. The average satisfaction score of the new drainage system was 4.07 out of 5, indicating that most of the research participants were satisfied with the quality of the drain with a magnetic actuation. During the porcine experiment, the transfer of the tip of the drain was possible inside the thoracic cavity and abdominal cavity. Conclusion. This controllable thoracic drain could reduce the invasiveness for patients requiring thoracic or abdominal cavity drainage.

Balloon-Based Organ Retractor With Increased Safety and Reduced Invasiveness During Video-Assisted Thoracoscopic Surgery.

OBJECTIVES: In recent years, video-assisted thoracoscopic surgery (VATS) has increasingly become the preferred technique for thoracic surgery. However, the inherent characteristics of the lungs as large, soft, slippery, and delicate creates difficulties for pulmonary surgery. In this article, we outline the development and assessment of a balloon-based organ retractor for VATS via collaboration between medical and engineering personnel. METHODS: A dry lab trial and accompanying questionnaire assessment were performed by a group of thoracic surgeons. Objective pressure measurements were obtained, and animal experiment on pigs was performed. RESULTS: In the dry lab trial, use of the developed organ retractor required significantly less time and resulted in fewer difficulties than using a Cherry Dissector. The measured pressure per mm2 of the developed retractor was clearly lower than that for the Cherry Dissector. The questionnaire completed by the surgeons following the dry lab and animal experiments showed that most of the surgeons (7 surgeons out of 9) were satisfied with the quality of the balloon-based retractor based on a score of 3.13 ± 0.28 (mean ± standard deviation) out of 4.0. During the animal experiment, the balloon-based retractor provided stable and clear viewing with minimal need for adjustment. CONCLUSION: This balloon-based retractor could contribute to increased safety and less-invasive VATS.

PFC Blood Oxygenation Changes in Four Different Cognitive Tasks.

Aging often results in a decline in cognitive function, related to alterations in the prefrontal cortex (PFC) activation. Maintenance of this function in an aging society is an important issue. Some practices/drills, moderate exercise, mastication, and a cognitive task itself could enhance cognitive function. In this validation study, before evaluating the effects of some drills on the elderly, we examined the neural substrate of blood oxygenation changes by the use of four cognitive tasks and fNIRS. Seven healthy volunteers (mean age 25.3 years) participated in this study. Each task session was designed in a block manner; 4 periods of rests (30 s) and 3 blocks of four tasks (30 s). The tasks used were: a computerized Stroop test, a Wisconsin Card Sorting Test, a Sternberg working memory paradigm, and a semantic verbal fluency task. The findings of the study are that all four tasks activated PFC to some extent, without laterality except for the verbal fluency task. The results confirm that NIRS is suitable for measurement of blood oxygenation changes in frontal brain areas that are associated with all four cognitive tasks.

Suspended particle and drug ingredient concentrations in hospital dispensaries and implications for pharmacists' working environments.

OBJECTIVES: The aim of this study was to assess the present status of working environments for pharmacists, including the concentrations of suspended particles and suspended drug ingredients in dispensaries. METHODS: We conducted a survey on the work processes and working environment in 15 hospital dispensaries, and measured the concentrations of suspended particles and suspended drug ingredients using digital dust counter and high-performance liquid chromatography tandem mass spectrometry (LC-MS/MS), respectively. Of 25 types of powdered drugs that were frequently handled in the 15 dispensaries surveyed, 11 could be quantitatively determined. RESULTS: The amounts of suspended particles were relatively high, but below the reference value, in three dispensaries without dust collectors. The sedative-hypnotic drug zopiclone was detected in the suspended particles at one dispensary that was not equipped with dust collectors, and the antipyretic and analgesic drug acetaminophen was detected in two dispensaries equipped with dust collectors. There was no correlation between the daily number of prescriptions containing powdered drugs and the concentration of suspended particles in dispensaries. CONCLUSION: On the basis of the suspended particle concentrations measured, we concluded that dust collectors were effective in these dispensaries. However, suspended drug ingredients were detected also in dispensaries with dust collectors. These results suggest that the drug dust control systems of individual dispensaries should be properly installed and managed.

[Perioperative primary thrombosis prophylaxis for colorectal cancer in an asymptomatic antiphospholipid antibody carrier -a case report and literature review-].

An 82-year-old woman presented with hematochezia and was diagnosed with resectable colon cancer. Laboratory analysis revealed prolonged activated partial thromboplastin time and false-positive reactions in serological tests for syphilis; results that were subsequently found to be caused by the presence of antiphospholipid antibody. Because she had no history of thrombotic events or pregnancy morbidity, she was considered to be an asymptomatic antiphospholipid antibody carrier (aaPL carrier). Throughout the perioperative period, anticoagulation was performed without complications, including thrombosis. aaPL carriers are not uncommon in clinical practice, and the attending gastroenterologist should assess the risk of future thrombotic events and the most effective means of preventing thrombosis. However, there are few evidence-based recommendations for primary thrombosis prevention in aaPL carriers over the long-term and in high-risk periods, such as the perioperative period. Here, we discuss aaPL carrier management with a focus on the perioperative period together with a review of the literature.

[Colorectal carcinoma with hemiparesis due to isolated brain metastases as an initial symptom - a case report].

We present a rare case of colorectal carcinoma in which hemiparesis was the initial symptom. A 75-year-old woman presented with incomplete left-sided hemiparesis. Brain magnetic resonance imaging(MRI)revealed a 13-mm mass in the right frontal lobe; the mass was resected via craniotomy. Pathological findings, which included the results of immunohistochemical analysis, indicated brain metastasis from colorectal cancer. Colonoscopy revealed advanced colon cancer in the ascending colon, and computed tomography(CT)did not reveal any extracranial metastases. Left-sided hemicolectomy was performed. Whole-brain radiotherapy was scheduled, but before initiation of the therapy, metastases were detected in the neck lymph node and right arm skin, and the brain metastases relapsed. The relapsed brain metastatic lesions were resected, and radiotherapy was administered to the whole brain and the severely painful site of skin metastasis. However, the patient died 201 days after presentation. Historically, systemic chemotherapy was considered ineffective for metastatic brain tumor, and the standard treatments for brain metastasis were surgery and radiotherapy. Although recent advances in systemic chemotherapy for colorectal cancer have resulted in improved patient survival, patients with brain metastases from colorectal cancer still have a poor prognosis. Modern chemotherapeutic agents, including molecularly targeted agents such as bevacizumab, should be validated for the management of brain metastases.

[Gallbladder cancer with elevated serum α-fetoprotein, α-fetoprotein-L3, and human chorionic gonadotropin levels].

A 61-year-old woman presented with fever and was diagnosed with choledocholithiasis, which was removed endoscopically. Incidentally, a markedly elevated serum α-fetoprotein(AFP)level was detected(1,951 ng/mL), but computed tomography( CT)showed only diffuse gallbladder wall thickening. Subsequently, markedly elevated serum AFP-L3 and human chorionic gonadotropin(HCG)levels were detected(99.6%and 2,867mIU/mL, respectively). Fluorodeoxyglucose(FDG)- positron emission tomography/CT demonstrated high FDG uptake only in the gallbladder. Gallbladder cancer was suspected and the patient was scheduled for a cholecystectomy. However, CT just prior to surgery revealed multiple liver metastases. Percutaneous gallbladder biopsy revealed a moderately differentiated adenocarcinoma positive for AFP but not HCG. The patient underwent chemotherapy consisting of gemcitabine and cisplatin. A CT scan obtained 12 weeks later showed disease progression and AFP and HCG levels were found to have increased to 4,021 ng/mL and 66,000mIU/mL, respectively. Although immunohistochemistry of biopsy specimen did not demonstrate HCG production, increased serum HCG level on disease progression definitely suggested HCG production of gallbladder cancer. We believe the biopsy specimen was very small and therefore did not prove HCG production. Gallbladder cancer with simultaneous production of AFP and HCG is rare, and we therefore report this case together with a review of the literature.