Calibrating the Adaptive Learning Rate to Improve Convergence of ADAM.

Adaptive gradient methods (AGMs) have become popular in optimizing the nonconvex problems in deep learning area. We revisit AGMs and identify that the adaptive learning rate (A-LR) used by AGMs varies significantly across the dimensions of the problem over epochs (i.e.

An Efficient Algorithm for Deep Stochastic Contextual Bandits.

In stochastic contextual bandit (SCB) problems, an agent selects an action based on certain observed context to maximize the cumulative reward over iterations. Recently there have been a few studies using a deep neural network (DNN) to predict the expected reward for an action, and the DNN is trained by a stochastic gradient based method. However, convergence analysis has been greatly ignored to examine whether and where these methods converge.

Secretory carcinoma of the breast with multiple distant metastases in the brain and unfavorable prognosis: a case report and literature review.

Background: Secretory carcinoma of the breast is one of the rarest entities, accounting for less than 0.15 % of all infiltrating breast carcinomas. It has characteristic histopathological and molecular features and, in general, a more favorable prognosis.

Asynchronous Parallel Stochastic Quasi-Newton Methods.

Although first-order stochastic algorithms, such as stochastic gradient descent, have been the main force to scale up machine learning models, such as deep neural nets, the second-order quasi-Newton methods start to draw attention due to their effectiveness in dealing with ill-conditioned optimization problems. The L-BFGS method is one of the most widely used quasi-Newton methods. We propose an asynchronous parallel algorithm for stochastic quasi-Newton (AsySQN) method.

ROS-induced NLRP3 inflammasome priming and activation mediate PCB 118- induced pyroptosis in endothelial cells.

Growing epidemiological evidence has shown that exposure to polychlorinated biphenyls (PCBs) is harmful to the cardiovascular system. However, how PCB 118-induced oxidative stress mediates endothelial dysfunction is not fully understood. Here, we explored whether and how PCB 118 exposure-induced oxidative stress leads to NLRP3 inflammasome-dependent pyroptosis in endothelial cells.

Precise control of iron activating persulfate by current generation in an electrochemical membrane reactor.

Activated persulfate (PS) oxidation is promising for contaminant removal but a lack of controllable activation can lead to a loss of reagents and thus low contamination degradation. Herein, we have proposed and investigated an innovative method to control PS activation by introducing ion exchange membrane into electrochemically activated PS. This electrochemical membrane reactor (EMR) could precisely control PS activation by adjusting electrical current for slow release of Fe, and also avoid direct contact between PS and a sacrificial anode electrode (iron electrode)/an alkaline cathode solution.

miR-503 suppresses the proliferation and metastasis of esophageal squamous cell carcinoma by triggering autophagy via PKA/mTOR signaling.

MicroRNA (miR)-503 is involved in the regulation of the malignant phenotype in multiple tumor types, and has been proven to be a novel diagnostic and therapeutic target; however, its function and mechanisms of action have not yet been fully elucidated in esophageal squamous cell carcinoma (ESCC). In the current study, we detected miR‑503 expression by RT‑qPCR and found that miR‑503 expression was increased in ESCC, but negatively correlated with lymph node metastasis, TNM stage and tumor differentiation. Functionally, we confirmed that miR‑503 inhibited the proliferation and metastasis of ESCC cells by triggering cellular autophagy.

ATP2B1 Gene Silencing Increases NO Production Under Basal Conditions Through the Ca/calmodulin/eNOS Signaling Pathway in Endothelial Cells.

Emerging epidemiological and experimental evidence has shown that the ATP2B1 gene is associated with blood pressure control. Impaired eNOS activity and NO production may be among the mechanisms involved. However, little is known about how PMCA1, which is encoded by the ATP2B1 gene, regulates the activity of eNOS and NO production.

ATP2B1 gene Silencing Increases Insulin Sensitivity through Facilitating Akt Activation via the Ca/calmodulin Signaling Pathway and Ca-associated eNOS Activation in Endothelial Cells.

Endothelial cell insulin resistance may be partially responsible for the higher risk of atherosclerosis and cardiovascular disease in populations with insulin resistance and type 2 diabetes mellitus (T2DM). A genome-wide association study revealed a significant association between the ATPase plasma membrane Ca transporting 1 (ATP2B1) gene and T2DM in two community-based cohorts from the Korea Association Resource Project. However, little is known about the implication of the ATP2B1 gene on T2DM.

Enhancing recovery of magnesium as struvite from landfill leachate by pretreatment of calcium with simultaneous reduction of liquid volume via forward osmosis.

Landfill leachate contains substances that can be potentially recovered as valuable resources. In this study, magnesium in a landfill leachate was recovered as struvite with calcium pretreatment; meanwhile, the leachate volume was reduced by using a submerged forward osmosis (FO) process, thereby enabling significant reduction of further treatment footprint and cost. Without pretreatment, calcium exhibited strong competition for phosphate with magnesium.

MACC1 induces autophagy to regulate proliferation, apoptosis, migration and invasion of squamous cell carcinoma.

Metastasis-associated colon cancer-1 (MACC1) plays an important role in cancer development, but the role and mechansim of MACC1 in squamous cell carcinoma (ESCC) remain unclear. In this study, we found that MACC1 expression was increased in ESCC, and correlated with lymph node metastasis. MACC1 knockdown suppresed ESCC cell proliferation, metastasis and enchanced cell apoptosis.

Evaluation of heavy metal mobilization in creek sediment: Influence of RAC values and ambient environmental factors.

The risk assessment code (RAC) is a common method for assessing heavy metal (HM) mobility and their potential health risks, based on HM total concentration and chemical speciation. In this study, both the RAC and the influence of ambient environmental factors were investigated in a river sediment system. Sixty-eight sediment samples were collected from the main river system in Shanghai, China.

The generation of biogenic manganese oxides and its application in the removal of As(III) in groundwater.

The generation of biogenic manganese oxides (BMnOx) by Microbacterium sp. CSA40, and As(III) removal efficiency and mechanism by BMnOx were investigated in this study. The propagation and growth of Microbacterium sp.

2,3',4,4',5-Pentachlorobiphenyl impairs insulin-induced NO production partly through excessive ROS production in endothelial cells.

Polychlorinated biphenyls (PCBs) have been reported to be associated with increased risk to hypertension, atherosclerosis, cardiovascular disease, etc. 2,3',4,4',5-Pentachlorobiphenyl, known as PCB-118, is a member of coplanar PCBs which renders their structure similar to polychlorinated dibenzo-p-dioxins (PCDDs) and has dioxin-like activity. In our current study, we investigated the effect of PCB-118 exposure on nitric oxide (NO) production and the underlying mechanisms in vitro.

PCB 118-induced endothelial cell apoptosis is partially mediated by excessive ROS production.

Endothelial cell apoptosis, which may alter the integrity of the endothelium and lead to plaque instability, plays a critical role in the development and pathogenesis of atherosclerosis. Exposure of polychlorinated biphenyls (PCBs) is associated with increased risk of atherosclerosis and cardiovascular disease. In our present study, we explored whether exposure to PCB 118 influences endothelial cell apoptosis in vitro and the underlying mechanisms involved.

A Sparse Interactive Model for Matrix Completion with Side Information.

Matrix completion methods can benefit from side information besides the partially observed matrix. The use of side features that describe the row and column entities of a matrix has been shown to reduce the sample complexity for completing the matrix. We propose a novel sparse formulation that explicitly models the interaction between the row and column side features to approximate the matrix entries.

[ERK signaling pathway mediated epithelial-mesenchymal transition induced by SiO₂ in human bronchial epithelial cells].

Objective: To determine the role of extracellular signal regulated kinase (ERK) signaling pathway in SiO₂ induced epithelial-mesenchymal transition (EMT) in human bronchial epithelial cells (HBEC) in vitro.

Methods: HBEC were treated with SiO₂ (0-300 μg/mL) for 72 h or pretreated with U0126 (0-30 μmol/L) for 1 h and then treated with 200 μg/mL SiO₂ for 72 h. Western blot was used to detect the protein expression of E-cadherin and α-smooth muscle actin (α-SMA).

[The influence of SiO2 on epithelial-mesenchymal transition (EMT) in human bronchial epithelial cells].

Objective: To investigate SiO2-induced EMT in human bronchial epithelial cells HBE in vitro.

Methods: HBE cells were cultured and then stimulated with indicated doses of SiO2 (0, 50, 100, 200, 300 µg/ml). The morphological changes were observed by microscope.

Effect of Rho signaling pathway on SiO₂ induced α-SMA expression in human bronchial epithelial cells.

Objective: To investigate the role of Rho in SiO₂ induced α-SMA expression in human bronchial epithelial cells (HBECs).

Methods: HBECs were cultured and stimulated with SiO₂. Immunocytochemistry and Western blot were used to detect the expression of α-SMA.

The effect of retroviral vector on uptake of human lactoferrin DNA by Yak (Bos Grunniens) spermatozoa and their fertilizability in vitro.

The objectives of this study were to evaluate the transfection effectiveness of retroviral vector PLNCX2 in yak sperm-mediated gene transfer (SMGT) and the effect of SMGT on sperm motility and fertilizability. Human lactoferrin (hLF) DNA was ligated into PLNCX2 to construct recombinant plasmid PLNCX2-hLF, then, using PLNCX2-hLF+FuGene 6 to generate SMGT yak spermatozoa for fertilizing bovine oocytes. The result showed that DNA-binding rate increased with the extension of incubation period and DNA treatment did not decrease sperm motility.

Developmental competence of embryos derived from reciprocal in vitro fertilization between Yak (Bos grunniens) and cattle (Bos taurus).

The purpose of this study was to investigate fertilization ability and embryo development to the blastocyst stage after reciprocal in vitro fertilization (IVF) between yak and cattle in an attempt to clarify the problem of low conception rate after mating yak females with cattle bulls. In vitro-matured (IVM) cattle and yak oocytes were inseminated with either Holstein or yak spermatozoa, and after an 18-h of coincubation period, a proportion of the oocytes was fixed and examined for sperm penetration, polyspermy and male pronuclear formation. The remaining oocytes were cultured in vitro and evaluated for cleavage and blastocyst formation rates.