Prediction for blood lactate during exercise using an artificial intelligence-Enabled electrocardiogram: a feasibility study.

Introduction: The acquisition of blood lactate concentration (BLC) during exercise is beneficial for endurance training, yet a convenient method to measure it remains unavailable. BLC and electrocardiogram (ECG) both exhibit variations with changes in exercise intensity and duration. In this study, we hypothesized that BLC during exercise can be predicted using ECG data. Methods: Thirty-one healthy participants underwent four cardiopulmonary exercise tests, including one incremental test and three constant work rate (CWR) tests at low, moderate, and high intensity. Venous blood samples were obtained immediately after each CWR test to measure BLC. A mathematical model was constructed using 31 trios of CWR tests, which utilized a residual network combined with long short-term memory to analyze every beat of lead II ECG waveform as 2D images. An artificial neural network was used to analyze variables such as the RR interval, age, sex, and body mass index. Results: The standard deviation of the fitting error was 0.12 mmol/L for low and moderate intensities, and 0.19 mmol/L for high intensity. Weighting analysis demonstrated that ECG data, including every beat of ECG waveform and RR interval, contribute predominantly. Conclusion: By employing 2D convolution and artificial neural network-based methods, BLC during exercise can be accurately estimated non-invasively using ECG data, which has potential applications in exercise training.

Topical Chinese herbal medicine in treating atopic dermatitis (eczema): A systematic review and meta-analysis with core herbs exploration.

ETHNOPHARMACOLOGICAL RELEVANCE: Topical Chinese herbal medicine (CHM) is commonly used to relieve atopic dermatitis (AD); however, the up-to-date evidence concerning the effectiveness of topical CHM on treating AD is lacking. Moreover, the CHM prescriptions are often too complicated to realize the overall mechanisms of CHM, especially when compared to western medicines (WM). AIM OF THE STUDY: To evaluate the effectiveness of topical CHM for treating AD by conducting a meta-analysis on randomized clinical trials (RCTs). METHODS: Twenty RCTs comparing topical CHM to active control/placebo were included in the final analysis. The primary outcome was the symptom scores changed from baseline and the effectiveness rate was the secondary outcome. Subgroup analysis on different initial symptom severity and the different interventions in control groups was performed. System pharmacology analysis was performed to explore core CHM and possible pharmacological mechanisms of CHM for AD. RESULTS: Compared with active/blank placebo, topical CHM seemed more effective (SMD: -0.35, 95 %CI: -0.59 to -0.10, p-value = 0.005, I2 = 60%). The effectiveness rate was higher (RR: 1.29, 95 %CI 1.15-1.44, p-value <0.00001, I2 = 71%). In subgroup analysis, mild and moderate AD patients with topical CHM were more effective than placebo (SMD: -0.28, 95 %CI -0.56 to -0.01, p-value = 0.04, I2 = 5%; -0.34, 95%CI -0.64 to -0.03, p-value = 0.03, I2 = 0%, separately). Topical CHM has 1.25 times more effective than the topical glucocorticoid (95 %CI 1.09-1.43, p-value = 0.001, I2 = 64%). Core CHMs, such as Phellodendron chinense C.K. Schneid., Sophora flavescens Ait., Cnidium monnieri (L.) Cusson, and Dictamnus dasycarpus Turcz., had effects on the pathways on immune and metabolism systems different from WM. CONCLUSION: Our results exploit the potential role of CHM on treating AD, especially for mild and moderate AD.

Coexisting Nodular Sclerosis Hodgkin Lymphoma and Kimura's Disease: A Case Report and Literature Review.

Kimura's disease (KD) is a rare lymphoproliferative fibroinflammatory disorder that commonly affects the subcutaneous tissue and lymph nodes of the head and neck. The condition is a reactive process involving T helper type 2 cytokines. Concurrent malignancies have not been described. Differential diagnosis with lymphoma can be challenging without tissue biopsy. Here, we present the first reported case of coexisting KD and eosinophilic nodular sclerosis Hodgkin lymphoma of the right cervical lymphatics in a 72-year-old Taiwanese man.

Comparison of Clinical Manifestations and Pathology between Kimura Disease and IgG4-Related Disease: A Report of Two Cases and Literature Review.

Kimura disease (KD) is a rare, chronic proliferative condition presenting as a subcutaneous mass predominantly located in the head and neck region; it is characterized by eosinophilia and elevated serum IgE levels. IgG4-related disease (IgG4RD) is a fibroinflammatory condition characterized by swelling in single or multiple organs and the infiltration of IgG4 plasma cells. Herein, we presented two cases. Case 1 is a 38-year-old man with a painless mass in his right postauricular region, and Case 2 is a 36-year-old man with painless lymphadenopathy in his bilateral postauricular region. After surgical excision, they showed good recovery with no relapse. Although Cases 1 and 2 shared several overlapping pathological manifestations, there were a few differences that allowed the differentiation of KD and IgG4RD.