A Dual-Scale Convolutional Neural Network for Sleep Apnea Detection with Time-Delayed SpO Signals.

Sleep apnea (SA) is a common breathing disease, with clinical manifestations of sleep snoring at night with apnea and daytime sleepiness. It could lead to ischemic heart disease, stroke, or even sudden death. SpO signal is highly related to SA, and many automatic SA detection methods have been proposed.

Correlative analysis of transcriptome and proteome in Penaeus vannamei reveals key signaling pathways are involved in IFN-like antiviral regulation mediated by interferon regulatory factor (PvIRF).

Interferon regulatory factors (IRFs) are crucial transcription factors that regulate interferon (IFN) induction in response to pathogen invasion. The regulatory mechanism of IRF has been well studied in vertebrates, but little has been known in arthropods. Therefore, in order to obtain new insights into the potential molecular mechanism of Peneaus vannamei IRF (PvIRF) in response to viral infection, comprehensive comparative analysis of the transcriptome and proteome profiles in shrimp infected with WSSV after knocking down PvIRF was conducted by using RNA sequencing (RNA-seq) and isobaric tags for relative and absolute quantification (iTRAQ).

RAFNet: Restricted attention fusion network for sleep apnea detection.

Sleep apnea (SA) is a common sleep-related breathing disorder, which would lead to damage of multiple systemic organs or even sudden death. In clinical practice, portable device is an important tool to monitor sleep conditions and detect SA events by using physiological signals. However, SA detection performance is still limited due to physiological signals with time-variability and complexity.

Characterization of Litopenaeus vannamei secreted protein acidic and rich in cysteine -like in WSSV infection.

Secreted protein acidic and rich in cysteine (SPARC) is an extracellular and non-structural glycoprotein. In shrimp, a significant function of SPARC in WSSV infection remains unclear. In this study, the full-length cDNA sequence of a secreted protein acidic and rich in cysteine -like was cloned from shrimp Litopenaeus vannamei (named as LvSPARC-L).

LvCSN5 is involved in WSSV infection via interaction with wsv006.

As an extremely virulent pathogen, white spot syndrome virus (WSSV) greatly threatens shrimp aquaculture worldwide. The interaction between virus and host is important for viral infection. In the present study, a yeast two-hybrid (Y2H) library was constructed to clarify the functions of wsv006, and the interaction between wsv006 and shrimp Litopenaeus vannamei (L.

Cloning and characterization of Litopenaeus vannamei cystainB-like in WSSV infection.

Cystatins B is an endogenous cysteine cathepsin inhibitor. In shrimp, cystatins B-like (CSTB-L) has not been characterized and its role in WSSV infection is largely unknown. In this study, a full-length 699 bp CSTB-L sequence with 291 bp open reading frame encoding a 96 amino acid from L.

A novel complement C3 like gene (Lv-C3L) from Litopenaeus vannamei with bacteriolytic and hemolytic activities and its role in antiviral immune response.

As a core component of the complement system, complement component 3 (C3) plays a central role in the opsonization of pathogens, immune defense and immune regulation in the mammalian for its activation is required to trigger classical as well as alternative complement pathways. However, the molecular mechanism underlying C3 activation in invertebrates remains unknown. Several C3 genes have been characterized in invertebrates but very few in crustacean.

Alteration of naïve and memory B-cell subset in chronic graft-versus-host disease patients after treatment with mesenchymal stromal cells.

Although mesenchymal stromal cells (MSCs) possess immunomodulatory properties and exhibit promising efficacy against chronic graft-versus-host disease (cGVHD), little is known about the immune changes by which MSCs ameliorate cGVHD in vivo. Recent studies have suggested that B lymphocytes might play an important role in the pathogenesis of cGVHD. In this study, we investigated changes in the numbers, phenotypes, and subpopulations of B lymphocytes in cGVHD patients who showed a complete response (CR), partial response (PR), or no response (NR) after MSC treatment.