[Research progress in the regulation of autophagy and mitochondrial homeostasis by AMPK signaling channels].

AMP-activated protein kinase (AMPK) is a widely distributed and evolutionarily conserved serine/threonine protein kinase present in eukaryotic cells. In regulating cellular energy metabolism, AMPK plays an extremely important role as an energy metabolic kinase. When the body is in a low energy state, AMPK is activated in response to changes in intracellular adenine nucleotide levels and is bound to adenosine monophosphate (AMP) or adenosine diphosphate (ADP). Activated AMPK regulates various metabolic processes, including lipid and glucose metabolism and cellular autophagy. AMPK directly promotes autophagy by phosphorylating autophagy-related proteins in the mammalian target of rapamycin complex 1 (mTORC1), serine/threonine protein kinase-dysregulated 51-like kinase 1 (ULK1) and type III phosphatidylinositol 3-kinase-vacuolar protein-sorting 34 (PIK3C3-VPS34) complexes. AMPK also indirectly promotes autophagy by regulating the expression of downstream autophagy-related genes of transcription factors such as forkhead box O3 (FOXO3), lysosomal function transcription factor EB (TFEB) and bromodomain protein 4 (BRD4). AMPK also regulates mitochondrial autophagy, induces the division of damaged mitochondria and promotes the transfer of the autophagic response to damaged mitochondria. Another function of AMPK is to regulate mitochondrial health by stimulating mitochondrial biogenesis and participating in various aspects of mitochondrial homeostasis regulation. This review discusses the specific regulation of mitochondrial biology and internal environmental homeostasis by AMPK signaling channels as central to the cellular response to energy stress and regulation of mitochondria, highlighting the key role of AMPK in regulating cellular autophagy and mitochondrial autophagy, as well as advances in research on the regulation of mitochondrial homeostasis.

Automatic detection and recognition of nasopharynx gross tumour volume (GTVnx) by deep learning for nasopharyngeal cancer radiotherapy through magnetic resonance imaging.

BACKGROUND: In this study, we propose the deep learning model-based framework to automatically delineate nasopharynx gross tumor volume (GTVnx) in MRI images. METHODS: MRI images from 200 patients were collected for training-validation and testing set. Three popular deep learning models (FCN, U-Net, Deeplabv3) are proposed to automatically delineate GTVnx. FCN was the first and simplest fully convolutional model. U-Net was proposed specifically for medical image segmentation. In Deeplabv3, the proposed Atrous Spatial Pyramid Pooling (ASPP) block, and fully connected Conditional Random Field(CRF) may improve the detection of the small scattered distributed tumor parts due to its different scale of spatial pyramid layers. The three models are compared under same fair criteria, except the learning rate set for the U-Net. Two widely applied evaluation standards, mIoU and mPA, are employed for the detection result evaluation. RESULTS: The extensive experiments show that the results of FCN and Deeplabv3 are promising as the benchmark of automatic nasopharyngeal cancer detection. Deeplabv3 performs best with the detection of mIoU 0.8529 ± 0.0017 and mPA 0.9103 ± 0.0039. FCN performs slightly worse in term of detection accuracy. However, both consume similar GPU memory and training time. U-Net performs obviously worst in both detection accuracy and memory consumption. Thus U-Net is not suggested for automatic GTVnx delineation. CONCLUSIONS: The proposed framework for automatic target delineation of GTVnx in nasopharynx bring us the desirable and promising results, which could not only be labor-saving, but also make the contour evaluation more objective. This preliminary results provide us with clear directions for further study.

[O-linked N-acetylglucosamine modification induced by lipopolysaccharide is involved in inflammatory signaling pathway in endothelial cells].

OBJECTIVE: To explore whether the lipopolysaccharide (LPS)-induced modification of O-linked N-acetylglucosamine (O-GlcNAc) is involved in the inflammatory signaling pathway of endothelial cells. METHODS: Human umbilical vein endothelial cells (HUVEC) were cultured in vitro, and cells in logarithmic growth phase were used for experiments. Cells were divided into blank control group, LPS group (2 000 mg/L LPS), O-GlcNAc transferase (OGT) overexpression (OGT-OE)+LPS group (plasmid transfection OGT+2 000 mg/L LPS), protein kinase C (PKC) inhibitor+LPS group (10 µmol/L Go 6983+2 000 mg/L LPS), RhoA inhibitor+LPS group (40 µmol/L Rhoin hydrochloride+2 000 mg/L LPS), phosphatidylinositol-3-kinase (PI3K) inhibitor+LPS group (1 µmol/L SL-2052+2 000 mg/L LPS), serine/threonine kinase (Akt) inhibitor+LPS group (10 µmol/L PP2+2 000 mg/L LPS) and small interfering RNA (siRNA) treated Akt (si-AKT)+LPS group (si-Akt+2 000 mg/L LPS). After 24 hours of LPS treatment, real-time fluorescence quantitative reverse transcription-polymerase chain reaction (RT-qPCR) was used to detect the transcription levels of inflammatory cytokines [interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), intercellular adhesion molecule-1 (ICAM-1) and vascular cell adhesion molecule-1 (VCAM-1)]. The protein expression or phosphorylation of OGT, O-GlcNAc, Akt, extracellular signal-regulated kinase (ERK), p38 mitogen-activated protein kinase (p38MAPK), nuclear factor-κB p65 (NF-κB p65), and signal transducer and activator of transcription 3 (STAT3) were determined by Western blotting. RESULTS: Compared with the blank control group, the expression of OGT and the modification of O-GlcNAc in the LPS group were decreased, while the expressions of phosphorylated ERK, p38MAPK, and STAT3 were increased, and the transcript levels of inflammatory cytokines were also significantly increased [IL-6 mRNA (2-ΔΔCt): 4.71±0.60 vs. 1.03±0.29, TNF-α mRNA (2-ΔΔCt): 1.89±0.11 vs. 1.04±0.35, ICAM-1 mRNA (2-ΔΔCt): 2.06±0.18 vs. 1.02±0.21, VCAM-1 mRNA (2-ΔΔCt): 2.94±0.57 vs. 1.01±0.17, all P < 0.05], indicating that LPS could decrease O-GlcNAc modification, activate inflammatory signaling pathways and increase inflammatory cytokines expression. Compared with the LPS group, the expressions of phosphorylated ERK, p38MAPK, NF-κB p65, and STAT3 in the endothelial cells of the OGT-OE+LPS group were decreased, and the expression of inflammatory factors were significantly decreased [IL-6 mRNA (2-ΔΔCt): 0.12±0.01 vs. 0.90±0.17, TNF-α mRNA (2-ΔΔCt): 0.31±0.01 vs. 0.91±0.14, ICAM-1 mRNA (2-ΔΔCt): 0.64±0.02 vs. 1.13±0.16, VCAM-1 mRNA (2-ΔΔCt): 0.11±0.01 vs. 0.93±0.11, all P < 0.05], indicating that the increase of OGT level could inhibit the partial activation of the endothelial inflammatory signal pathway under the LPS stimulation. Compared with the blank control group, the phosphorylation level of Akt in the LPS group was increased. Compared with the LPS group, both OGT expression and O-GlcNAc modification were down-regulated after pretreatment of PKC inhibitor, RhoA inhibitor, PI3K inhibitor, or Akt inhibitor. Compared with the LPS group, the transcript levels of IL-6, TNF-α and ICAM-1 in the PP2+LPS group were significantly decreased [IL-6 mRNA (2-ΔΔCt): 1.46±0.16 vs. 3.55±0.87, TNF-α mRNA (2-ΔΔCt): 0.98±0.14 vs. 1.76±0.10, ICAM-1 mRNA (2-ΔΔCt): 1.39±0.24 vs. 2.04±0.13, all P < 0.05], but there was no significant change in VCAM-1. Compared with the LPS group, the expression of OGT and O-GlcNAc modification in the si-Akt+LPS group were decreased, while the transcript levels of inflammatory cytokines were also significantly decreased [IL-6 mRNA (2-ΔΔCt): 0.75±0.03 vs. 0.99±0.09, TNF-α mRNA (2-ΔΔCt): 0.69±0.01 vs. 1.10±0.08, ICAM-1 mRNA (2-ΔΔCt): 0.76±0.01 vs. 0.99±0.02, VCAM-1 mRNA (2-ΔΔCt): 0.93±0.08 vs. 1.20±0.21, all P < 0.05], indicating that Akt participated in the action process of LPS on OGT and affected the inflammatory factor expression. CONCLUSIONS: The decreased level of O-GlcNAc modification in endothelial cells stimulated with LPS promotes partial activation of inflammatory signaling pathways, mainly involving ERK, p38MAPK, and STAT3, and affects the expression of inflammatory factors. AKT may be involved in the effect of LPS on the inhibition of O-GlcNAc modification.

Cryptotanshinone possesses therapeutic effects on ischaemic stroke through regulating STAT5 in a rat model.

CONTEXT: Cryptotanshinone (CT), a lipophilic compound extracted from roots of Salvia miltiorrhiza Bunge (Lamiaceae) (Danshen), has multiple properties in diseases, such as pulmonary fibrosis, lung cancer, and osteoarthritis. Our previous findings suggest that CT plays a protective role in cerebral stroke. However, the molecular mechanisms underlying CT protection in ischaemic stroke remain unclear. OBJECTIVE: This study examines the effect of CT on ischaemic stroke. MATERIALS AND METHODS: We used the middle cerebral artery occlusion (MCAO) rat (Sprague-Dawley rats, 200 ± 20 g, n = 5) model with a sham operation group was treated as negative control. MCAO rats were treated with 15 mg/kg CT using intragastric administration. Moreover, TGF-ß (5 ng/mL) was used to treat MCAO rats as a positive control group. RESULTS: The 50% inhibitory concentration (IC50) of CT on CD4+ cell damage was 485.1 µg/mL, and median effective concentration (EC50) was 485.1 µg/mL. CT attenuates the infarct region in the MCAO model. The percentage of CD4+CD25+FOXP3+ Treg cells in the peripheral blood of the MCAO group was increased with CT treatment. The protein level of FOXP3 and the phosphorylation of STAT5 were recovered in the CD4+CD25+ Treg cells of model group after treated with CT. Importantly, the effects of CT treatment were blocked by treatment with the inhibitor STAT5-IN-1 in CD4+ T cells of the MCAO model. DISCUSSION AND CONCLUSION: Our findings not only enhance the understanding of the mechanisms underlying CT treatment, but also indicate its potential value as a promising agent in the treatment of ischaemic stroke. Further study will be valuable to examine the effects of CT on patients with ischaemic stroke.