Wheeze Recognition Algorithm for Remote Medical Care Device in Children: Validation Study.

BACKGROUND: Since 2020, peoples' lifestyles have been largely changed due to the COVID-19 pandemic worldwide. In the medical field, although many patients prefer remote medical care, this prevents the physician from examining the patient directly; thus, it is important for patients to accurately convey their condition to the physician. Accordingly, remote medical care should be implemented and adaptable home medical devices are required. However, only a few highly accurate home medical devices are available for automatic wheeze detection as an exacerbation sign. OBJECTIVE: We developed a new handy home medical device with an automatic wheeze recognition algorithm, which is available for clinical use in noisy environments such as a pediatric consultation room or at home. Moreover, the examination time is only 30 seconds, since young children cannot endure a long examination time without crying or moving. The aim of this study was to validate the developed automatic wheeze recognition algorithm as a clinical medical device in children at different institutions. METHODS: A total of 374 children aged 4-107 months in pediatric consultation rooms of 10 institutions were enrolled in this study. All participants aged ≥6 years were diagnosed with bronchial asthma and patients ≤5 years had reported at least three episodes of wheezes. Wheezes were detected by auscultation with a stethoscope and recorded for 30 seconds using the wheeze recognition algorithm device (HWZ-1000T) developed based on wheeze characteristics following the Computerized Respiratory Sound Analysis guideline, where the dominant frequency and duration of a wheeze were >100 Hz and >100 ms, respectively. Files containing recorded lung sounds were assessed by each specialist physician and divided into two groups: 177 designated as "wheeze" files and 197 as "no-wheeze" files. Wheeze recognitions were compared between specialist physicians who recorded lung sounds and those recorded using the wheeze recognition algorithm. We calculated the sensitivity, specificity, positive predictive value, and negative predictive value for all recorded sound files, and evaluated the influence of age and sex on the wheeze detection sensitivity. RESULTS: Detection of wheezes was not influenced by age and sex. In all files, wheezes were differentiated from noise using the wheeze recognition algorithm. The sensitivity, specificity, positive predictive value, and negative predictive value of the wheeze recognition algorithm were 96.6%, 98.5%, 98.3%, and 97.0%, respectively. Wheezes were automatically detected, and heartbeat sounds, voices, and crying were automatically identified as no-wheeze sounds by the wheeze recognition algorithm. CONCLUSIONS: The wheeze recognition algorithm was verified to identify wheezing with high accuracy; therefore, it might be useful in the practical implementation of asthma management at home. Only a few home medical devices are available for automatic wheeze detection. The wheeze recognition algorithm was verified to identify wheezing with high accuracy and will be useful for wheezing management at home and in remote medical care.

Infliximab for the Treatment of Refractory Kawasaki Disease: A Nationwide Survey in Japan.

OBJECTIVE: To assess the safety and efficacy of infliximab (IFX) for the treatment of patients with Kawasaki disease (KD). STUDY DESIGN: This was a nationwide survey of 274 Japanese institutions exploring how IFX was used to treat patients with KD. The patients' sex, age, treatment course, pre- and post-IFX therapy blood test results, coronary artery lesions (CALs), and adverse events (AEs) were evaluated. RESULTS: We analyzed 434 patients with KD who received IFX between March 2005 and November 2014. The median age at onset was 33 months (range 1-138), and 66 patients (15.2%) were under 1 year old. In all cases, IFX was administered as additional treatment. The median days of illness at the initiation of IFX was 9 days. In 275 patients (63.4%), IFX was administered as third-line treatment, and in 106 patients (24.4%), IFX was administered as fourth-line treatment. Single dose IFX 5 mg/kg was administered to 412 patients (94.9%). After IFX, 363 patients (83.6%) became afebrile within 2 days, and the white blood cell count, percentage of neutrophils, and serum C-reactive protein levels significantly decreased (P < .001), although 119 patients (27.4%) received additional treatment. Before IFX, 132 patients (30.4%) had already developed CALs. In patients without CALs before IFX, 31 patients (10.3%) newly developed CAL after IFX, whereas 32 patients (24.2%) with CAL before IFX showed increased CAL severity. Eighty AEs were observed in 69 patients (15.9%); however, serious AEs were few and reversible. CONCLUSIONS: IFX might be an effective and tolerable treatment for refractory KD.

The Clinical Utility and Safety of a New Strategy for the Treatment of Refractory Kawasaki Disease.

OBJECTIVE: To assess the clinical utility and safety of a strategy for refractory Kawasaki disease, defined by Egami score ≥3. STUDY DESIGN: First-line treatment was with intravenous methylprednisolone (30 mg/kg, 2 hours, 1 dose) plus intravenous immunoglobulin (2 g/kg, 24 hours) treatment. Patients resistant to first-line treatment received additional intravenous immunoglobulin as a second-line treatment. Patients resistant to second-line treatment who had received Bacillus Calmette-Guérin vaccination 6 months earlier were treated with infliximab; otherwise, plasma exchange was performed. A total of 71 refractory patients with Kawasaki disease (median age: 2.4 years) of 365 patients with Kawasaki disease were treated according to our strategy from April 2007 to April 2016. Treatment resistance was defined as a persistent fever at 36 hours after treatment. We evaluated coronary artery lesions at the time of the diagnosis, at 1 month, and at 1 year after the diagnosis in accordance with the American Heart Association guidelines and the criteria of the Japanese Ministry of Health, Labour, and Welfare. RESULTS: First-line therapy was effective for 58 of 71 patients (81.6%), and second-line therapy was effective for 9 of 13 patients (69.2%). At third line, 3 patients were treated by infliximab, and 1 was treated with plasma exchange. Of the 18 patients with coronary artery abnormalities at diagnosis, 13 patients at 1 month and 6 patients at 1 year had coronary artery dilatation (median z score 3.0, 2.6, and 1.4, respectively). There were no patients with coronary artery aneurysm (CAA). CONCLUSIONS: Our strategy for refractory Kawasaki disease was safe and effective in preventing CAA.

Transcriptional regulation by infliximab therapy in Kawasaki disease patients with immunoglobulin resistance.

BACKGROUND: Infliximab (IFX), a known monoclonal antibody against tumor necrosis factor-α (TNF-α), is used to treat Kawasaki disease (KD) patients with intravenous immunoglobulin (IVIG) resistance. The transcriptional modulation of inflammation following IFX therapy has not been reported in KD patients. METHODS: We investigated the transcript abundance profiles in whole blood obtained from eight IVIG-resistant KD subjects treated with IFX therapy using microarray platforms and compared them with those in initially IVIG-responsive subjects. A pathway analysis was performed using WikiPathways to search for the biological pathways of the transcript profiles. Four transcripts changed by IFX therapy were subsequently validated using quantitative real-time polymerase chain reaction. RESULTS: The pathway analysis showed the reduced abundance of transcripts in the nucleotide-binding oligomerization domain, matrix metalloproteinase (MMP), and inflammatory cytokine pathways and the increased abundance of transcripts in the T-cell receptor, apoptosis, TGF-ß, and interleukin-2 pathways. Additionally, the levels of four transcripts (peptidase inhibitor-3, MMP-8, chemokine receptor-2, and pentraxin-3) related to KD vasculitis and IVIG resistance decreased after IFX therapy. CONCLUSION: The administration of IFX was associated with both the signaling pathways of KD inflammation and several transcripts related to IVIG resistance factors. These findings provide strong theoretical support for the use of IFX in KD patients with IVIG resistance.

Coronary artery outcomes among children with Kawasaki disease in the United States and Japan.

OBJECTIVE: It has been claimed that the aneurysm rate for Kawasaki disease (KD) patients in Japan is lower than in the U.S. However it has been difficult to compare coronary artery (CA) outcomes between the two countries because of different definitions for CA abnormalities. Therefore, we compared CA internal diameters between Japanese and U.S. KD patients using standard definitions and methods. STUDY DESIGN: We retrospectively reviewed CA outcomes in 1082 KD patients from 2 centers in the U.S. and 3 centers in Japan and compared Z-max scores (maximum internal diameter for the left anterior descending or right coronary artery expressed as standard deviation units from the mean (Z-score) normalized for body surface area) obtained within 12 weeks after onset and calculated using two different regression equations from Canada (Dallaire) and Japan (Fuse). We defined a Z-max of < 2.5 as normal and a Z-max of ≥ 10 as giant aneurysm. RESULT: The median Z-max for the U.S. and Japanese subjects was 1.9 and 2.3 SD units, respectively (p < 0.001). There was no significant difference in rates of patients with Z-max ≥ 5.0 between the countries. In a multivariable model adjusting for age, sex, and treatment response, being Japanese was still associated with a higher Z-max score. CONCLUSION: Previously reported differences in aneurysm rates between Japan and the U.S. likely resulted from use of different definitions and nomenclature. Adoption of Z-scores as a standard for reporting CA internal diameters will allow meaningful comparisons among different countries and will facilitate international, collaborative clinical trials.

Corticosteroid pulse combination therapy for refractory Kawasaki disease: a randomized trial.

OBJECTIVE: This study examined the clinical efficacy and safety of intravenous methylprednisolone-pulse plus intravenous immunoglobulin (IVIG) combination therapy (IVMP+IVIG) for the initial treatment of patients predicted to have refractory Kawasaki disease (KD). METHODS: One hundred twenty-two patients with KD were studied at Kitasato University. Refractory KD was predicted at diagnosis using the Egami score, and the patients were randomly divided to receive either IVMP+IVIG or IVIG alone. The Egami score is used to predict refractory KD patients before treatment using the patient's age, days of illness, platelet count, C-reactive protein, and alanine aminotransferase level (cutoff: ≥3 points; 78% sensitivity and 76% specificity). RESULTS: Forty-eight patients (39.3%) were predicted to have refractory KD on the basis of the Egami score. The predicted IVIG responders (n = 74) received the standard therapy. The 48 predicted refractory KD patients were randomly assigned to a single-IVIG group (n = 26) or an IVMP+IVIG group (n = 22). Nineteen of the 22 patients (86.4%) in the IVMP+IVIG group had a prompt defervescence compared with 6 of the 26 patients (23.1%) in the single-IVIG group. The number of patients who had a z score ≥2.5 at 1 month was significantly higher in the single-IVIG group than in the IVMP+IVIG group. No serious adverse events were observed in either treatment group. CONCLUSION: This study demonstrated that IVMP+IVIG therapy is safe and effective for KD patients predicted as refractory.

Clinical score and transcript abundance patterns identify Kawasaki disease patients who may benefit from addition of methylprednisolone.

Intravenous immunoglobulin (IVIG) treatment-resistant patients are high risk of developing coronary artery lesions with Kawasaki disease. The IVIG-responsive (Group A; n = 6) and IVIG-resistant patients (Group B) were predicted before starting the initial treatment using the Egami scoring system and randomly allocated as a single-IVIG treatment group (group B1; n = 6) or as a IVIG-plus-methylprednisolone (IVMP) combined therapy group (group B2; n = 5). We investigated the transcript abundance in the leukocytes of those patients using a microarray analysis. Five patients in group A and one patient in group B1 responded to initial IVIG treatment. All group B2 patients responded to IVIG-plus-IVMP combined therapy. Before performing these treatments, those transcripts related to IVIG resistance and to the development of coronary artery lesions, such as IL1R, IL18R, oncostatin M, suppressor of cytokine signaling-3, S100A12 protein, carcinoembryonic antigen-related cell adhesion molecule-1, matrix metallopeptidase-9, and polycythemia rubra vera-1, were more abundant in group B patients in comparison with group A patients. Moreover, those transcripts in group B2 patients were more profoundly and broadly suppressed than group B1 patients after treatment. This study elucidated the molecular mechanism of the effectiveness of IVIG-plus-IVMP combined therapy.

The strategy of immune globulin resistant Kawasaki disease: a comparative study of additional immune globulin and steroid pulse therapy.

BACKGROUND: We compared the clinical utility of additional intravenous immune globulin (IVIG) therapy with the clinical utility of steroid pulse therapy in patients with IVIG-resistant Kawasaki disease. METHODS: We enrolled 164 patients with Kawasaki disease who were treated with a single dose of IVIG (2 g/kg) and aspirin (30 mg/kg per day). Twenty-seven of these patients (16%) were resistant to the initial IVIG treatment. We compared the effectiveness of treatment strategies for the initial IVIG-resistant 27 patients, 14 of these patients were treated with additional IVIG therapy, and the other 13 patients were treated with steroid pulse therapy (methylprednisolone 30 mg/kg per day for 3 days). RESULTS: Three patients in the group receiving additional IVIG treatment had coronary artery aneurysms (21.4%), no patients had coronary artery aneurysm in the steroid pulse therapy group; the difference in the incidence of coronary artery aneurysm was not statistically significant. The duration of high fever after additional treatment in the steroid pulse therapy group (1 ± 1.3 days) was significantly shorter than that in the additional IVIG treatment group (3 ± 2.4 days; P < 0.05). The medical costs were significantly lower in the steroid pulse therapy group than in the additional IVIG treatment group. CONCLUSION: Steroid pulse therapy was useful to reduce the fever duration and medical costs for patients with Kawasaki disease. Steroid pulse therapy and additional IVIG treatment were not significantly different in terms of preventing the development of coronary artery aneurysm.