Impact of Experiencing Misrecognition by Teachable Agents on Learning and Rapport

While speech-enabled teachable agents have some advantages over typing-based ones, they are vulnerable to errors stemming from misrecognition by automatic speech recognition (ASR). These errors may propagate, resulting in unexpected changes in the flow of conversation. We analyzed how such changes are linked with learning gains and learners' rapport with the agents. Our results show they are not related to learning gains or rapport, regardless of the types of responses the agents should have returned given the correct input from learners without ASR errors. We also discuss the implications for optimal error-recovery policies for teachable agents that can be drawn from these findings.Comment: Accepted to AIED 202

Familial Mediterranean fever phenotype progression into anti-cyclic citrullinated peptide antibody-positive rheumatoid arthritis:a case report

Familial Mediterranean fever (FMF) is caused by dysfunction of the MEFV gene product, pyrin. Here we report a case of FMF phenotype which developed into rheumatoid arthritis (RA), based on a positive result for anti-cyclic citrullinated peptide (CCP) antibody (Ab). A 42-year-old woman presented to our clinic with more than 6 months of intermittent arthralgia in the wrists, feet, and fingers associated with menstruation. No fever was reported and there was no family history of FMF or other autoimmune diseases. Laboratory tests revealed elevated C-reactive protein (CRP) and rheumatoid factor (RF). Tests for autoantibodies including anti-CCP Ab, antinuclear Ab, and anti-DNA Ab were all negative. Genetic analysis identified an R304R homozygous mutation in MEFV; however, the pathological significance is unclear because this mutation does not cause amino acid substitution. We diagnosed incomplete FMF phenotype despite the lack of fever due to periodic arthritis, lack of autoantibodies, and complete resolution of arthritis following colchicine treatment within a day. Several months later, increased stiffness and arthralgia persistently occurred in finger joints on both sides. Ultrasonography revealed synovitis at the metacarpophalangeal and metatarsophalangeal joints. Laboratory analysis revealed the patient to be positive for anti-CCP Ab. Therefore, we finally diagnosed RA. Her arthritis diminished following administration of methotrexate and salazosulfapyridine. We consider the possibility that pyrin dysfunction may have affected the acquired immunity, contributing to the onset of RA as an autoimmune disease. This is an interesting case of equivalent FMF progressing into RA and will be valuable to raise awareness of a continuum from autoinflammatory to autoimmune disease

Time Course Effect of R-Alpha-Lipoic Acid on Cellular Metabolomics in Cultured Hepatoma Cells

Alpha-lipoic acid (LA) is a powerful antioxidant. LA has two enantiomers, R(+)-LA (R-LA) and S(-)-LA (S-LA). Of these, R-LA is naturally occurring and an essential cofactor in energy metabolism. R-LA treatment has been reported to affect glucose metabolism in rat hepatoma cells. This study analyzed the time course of metabolite levels in LA-treated cultured H4IIEC3 rat hepatoma cells, including a specific evaluation of the effect of R-LA and the enantioselectivity of LA. Principal component analysis showed that this experiment was well designed to observe enantioselectivity. R-LA treatment was found to inhibit the glycolysis and Thr-Gly-Ser pathways, as well as lactic acid production, leading to the inhibition of gluconeogenesis in starved H4IIEC3 cells. This study may provide mechanistic insight into how R-LA induces apoptosis in hepatoma cells. © Copyright 2017, Mary Ann Liebert, Inc. and Korean Society of Food Science and Nutrition 2017.Embargo Period 12 month

Safety of JAK and IL-6 inhibitors in patients with rheumatoid arthritis: a multicenter cohort study

BackgroundThe ORAL Surveillance trial showed a potentially higher incidence of malignancy and major adverse cardiovascular events (MACEs) associated with tofacitinib than those associated with tumor necrosis factor (TNF) inhibitors (TNFis). However, few studies have compared the safety of non-TNFis or other Janus kinase (JAK) inhibitors (JAKis). This study was aimed at comparing the incidence rates (IRs) of malignancies and MACEs in patients with rheumatoid arthritis (RA) treated using interleukin-6 (IL-6) inhibitors (IL-6is) or JAKis.MethodsWe retrospectively analyzed 427 patients with RA who were treated using an IL-6i (n = 273) or a JAKi (n = 154). We determined the IRs of malignancy and MACEs, and the standardized incidence ratio (SIR) of malignancies and investigated factors related to malignancy and MACEs. After adjusting the clinical characteristic imbalance by propensity score matching (PSM), we compared the IRs of adverse events between the JAKi and IL-6i groups.ResultsAfter PSM, the observational period was determined to be 605.27 patient-years (PY), and the median observational period was determined to be 2.28 years. We identified seven cases of malignancy (IR: 2.94 per 100 PY) in the JAKi-treated group and five cases (IR: 1.36 per 100 PY) in the IL-6i-treated group after PSM. The IR of MACEs was 2.56 and 0.83 (per 100 PY) in the JAKi- and IL-6i-treated groups. The IRRs of JAKi-treated patients versus IL-6i-treated patients were 2.13 (95% confidence interval (CI): 0.67–7.42) for malignancy and 3.03 (95% CI: 0.77–15.21) for MACE. There were no significant differences in IRR for malignancy and MACE between both groups after PSM. Univariate and multivariable Cox regression analyses revealed that older age and JAKi use were independent risk factors for malignancy, while older age, hypertension, and JAKi use were independent risk factors for MACEs. The overall malignancy SIR was significantly higher in the JAKi-treated group compared to the general population (2.10/100 PY, 95% CI: 1.23–2.97).ConclusionThe IRs of malignancy and MACE in patients with RA after PSM were comparable between IL-6i-treated and JAKi-treated patients. However, the SIR of malignancy in JAKi treatment was significantly higher than in the general population; therefore, further safety studies comparing JAKi to non-TNFi biologic disease-modifying antirheumatic drugs (bDMARDs) are needed

マクロファージにおけるスフィンゴシン1リン酸2型受容体 (S1P2) は肺線維症を増悪させる

修士課程優秀論

Autoantibodies associated with neuropsychiatric systemic lupus erythematosus: the quest for symptom-specific biomarkers

Systemic lupus erythematosus (SLE) is a chronic autoimmune disease that affects multiple organs, including the central nervous system. Neuropsychiatric SLE (NPSLE) is a severe and potentially fatal condition. Several factors including autoantibodies have been implicated in the pathogenesis of NPSLE. However, definitive biomarkers of NPSLE are yet to be identified owing to the complexity of this disease. This is a major barrier to accurate and timely diagnosis of NPSLE. Studies have identified several autoantibodies associated with NPSLE; some of these autoantibodies are well investigated and regarded as symptom-specific. In this review, we discuss recent advances in our understanding of the manifestations and pathogenesis of NPSLE. In addition, we describe representative symptom-specific autoantibodies that are considered to be closely associated with the pathogenesis of NPSLE

A case of dermatomyositis complicated with pleural effusion and massive ascites

We report a patient with dermatomyositis (DM) complicated with progressive pleural effusion and ascites. A 40-year-old woman was hospitalized in our department because of severe myalgia and dysphagia, complicated with pleural effusion and massive ascites. Elevated muscle enzymes, Gottron's papules, and electromyography (EMG) confirmed the diagnosis of DM. Combined immunosuppressive treatment consisting of intravenous immunoglobulin (IV-IG), intravenous-cyclophosphamide (IV-CY) and tacrolimus resolved her myopathy and dysphagia as well as pleural effusion and massive ascites. Her clinical course and the absence of other factors that cause pleural effusion and ascites suggest that these symptoms were related to the pathophysiology of DM

Feasibility of methotrexate discontinuation following tocilizumab and methotrexate combination therapy in patients with long-standing and advanced rheumatoid arthritis: a 3-year observational cohort study

Objectives: Methotrexate (MTX) is associated with extensive side effects, including myelosuppression, interstitial pneumonia, and infection. It is, therefore, critical to establish whether its administration is required after achieving remission with tocilizumab (TCZ) and MTX combination therapy in patients with rheumatoid arthritis (RA). Therefore, the aim of this multicenter, observational, cohort study was to evaluate the feasibility of MTX discontinuation for the safety of these patients. Methods: Patients with RA were administered TCZ, with or without MTX, for 3 years; those who received TCZ+MTX combination therapy were selected. After remission was achieved, MTX was discontinued without flare development in one group (discontinued [DISC] group, n = 33) and continued without flare development in another group (maintain [MAIN] group, n = 37). The clinical efficacy of TCZ+MTX therapy, patient background characteristics, and adverse events were compared between groups. Results: The disease activity score in 28 joints-erythrocyte sedimentation rate (DAS28-ESR) at 3, 6, and 9 months was significantly lower in the DISC group (P < .05, P < .01, and P < .01, respectively). Further, the DAS28-ESR remission rate at 6 and 9 months and Boolean remission rate at 6 months were significantly higher in the DISC group (P < .01 for all). Disease duration was significantly longer in the DISC group (P < .05). Furthermore, the number of patients with stage 4 RA was significantly higher in the DISC group (P < .01). Conclusions: Once remission was achieved, MTX was discontinued in patients who responded favorably to TCZ+MTX therapy, despite the prolonged disease duration and stage progression