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1.
J Dairy Sci ; 107(8): 5626-5638, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38522831

ABSTRACT

The colonization and development of the gut microbiome in dairy calves play a crucial role in their overall health and future productivity. Despite the widely proposed benefits of inulin-related products on the host, there is insufficient information about how supplementing fructo-oligosaccharides (FOS) affects the colonization and development of the gut microbiome in calves. In a randomized intervention trial involving newborn male Holstein dairy calves, we investigated the effect of FOS on the calf hindgut microbiome, short-chain fatty acids (SCFA), growth performance, and the incidence of diarrhea. The daily administration of FOS exhibited a time-dependent increase in the ADG and the concentration of SCFA. Concurrently, FOS delayed the natural decline of Bifidobacterium, promoting the maturation and stabilization of the hindgut microbiome. These findings not only contribute to a theoretical understanding of the judicious application of prebiotics but also hold significant practical implications for the design of early life dietary interventions in the rearing of dairy calves.


Subject(s)
Bifidobacterium , Gastrointestinal Microbiome , Oligosaccharides , Animals , Cattle , Oligosaccharides/pharmacology , Gastrointestinal Microbiome/drug effects , Diet/veterinary , Dietary Supplements , Prebiotics , Fatty Acids, Volatile/metabolism , Male , Animal Feed
2.
Sensors (Basel) ; 24(13)2024 Jul 04.
Article in English | MEDLINE | ID: mdl-39001115

ABSTRACT

In the field of autofocus for optical systems, although passive focusing methods are widely used due to their cost-effectiveness, fixed focusing windows and evaluation functions in certain scenarios can still lead to focusing failures. Additionally, the lack of datasets limits the extensive research of deep learning methods. In this work, we propose a neural network autofocus method with the capability of dynamically selecting the region of interest (ROI). Our main work is as follows: first, we construct a dataset for automatic focusing of grayscale images; second, we transform the autofocus issue into an ordinal regression problem and propose two focusing strategies: full-stack search and single-frame prediction; and third, we construct a MobileViT network with a linear self-attention mechanism to achieve automatic focusing on dynamic regions of interest. The effectiveness of the proposed focusing method is verified through experiments, and the results show that the focusing MAE of the full-stack search can be as low as 0.094, with a focusing time of 27.8 ms, and the focusing MAE of the single-frame prediction can be as low as 0.142, with a focusing time of 27.5 ms.

3.
J Fluoresc ; 33(1): 305-309, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36414919

ABSTRACT

Commercially available compounds that can be directly used as fluorescent probes will greatly promote the development of fluorescent imaging. Based on our previously work related to nitrogen bridgehead heterocycles, herein, a commercially available compound, 6-chloroimidazo[1,2-a]pyridine-2-carboxylic acid, has been detected for monitoring pH value (3.0-7.0). The probe proves to have high selectivity and sensitivity, brilliant reversibility, and extremely short response time. The real-time imaging of pH changes in yeast was also conducted.


Subject(s)
Fluorescent Dyes , Picolinic Acids , Fluorescent Dyes/chemistry , Hydrogen-Ion Concentration
4.
Int J Mol Sci ; 24(12)2023 Jun 08.
Article in English | MEDLINE | ID: mdl-37373031

ABSTRACT

Carotenoids are a large and diverse group of compounds that have been shown to have a wide range of potential health benefits. While some carotenoids have been extensively studied, many others have not received as much attention. Studying the physicochemical properties of carotenoids using electron paramagnetic resonance (EPR) and density functional theory (DFT) helped us understand their chemical structure and how they interact with other molecules in different environments. Ultimately, this can provide insights into their potential biological activity and how they might be used to promote health. In particular, some rare carotenoids, such as sioxanthin, siphonaxanthin and crocin, that are described here contain more functional groups than the conventional carotenoids, or have similar groups but with some situated outside of the rings, such as sapronaxanthin, myxol, deinoxanthin and sarcinaxanthin. By careful design or self-assembly, these rare carotenoids can form multiple H-bonds and coordination bonds in host molecules. The stability, oxidation potentials and antioxidant activity of the carotenoids can be improved in host molecules, and the photo-oxidation efficiency of the carotenoids can also be controlled. The photostability of the carotenoids can be increased if the carotenoids are embedded in a nonpolar environment when no bonds are formed. In addition, the application of nanosized supramolecular systems for carotenoid delivery can improve the stability and biological activity of rare carotenoids.


Subject(s)
Carotenoids , Health Promotion , Carotenoids/metabolism , Antioxidants/pharmacology , Oxidation-Reduction , Electron Spin Resonance Spectroscopy
5.
J Transl Med ; 20(1): 407, 2022 09 05.
Article in English | MEDLINE | ID: mdl-36064558

ABSTRACT

BACKGROUND: Atrial fibrosis plays a critical role in the development of atrial fibrillation (AF). Exosomes are a promising cell-free therapeutic approach for the treatment of AF. The purposes of this study were to explore the mechanisms by which exosomes derived from atrial myocytes regulate atrial remodeling and to determine whether their manipulation facilitates the therapeutic modulation of potential fibrotic abnormalities during AF. METHODS: We isolated exosomes from atrial myocytes and patient serum, and microRNA (miRNA) sequencing was used to analyze exosomal miRNAs in exosomes derived from atrial myocytes and patient serum. mRNA sequencing and bioinformatics analyses corroborated the key genes that were direct targets of miR-210-3p. RESULTS: The miRNA sequencing analysis identified that miR-210-3p expression was significantly increased in exosomes from tachypacing atrial myocytes and serum from patients with AF. In vitro, the miR-210-3p inhibitor reversed tachypacing-induced proliferation and collagen synthesis in atrial fibroblasts. Accordingly, miR-210-3p knock out (KO) reduced the incidence of AF and ameliorated atrial fibrosis induced by Ang II. The mRNA sequencing analysis and dual-luciferase reporter assay showed that glycerol-3-phosphate dehydrogenase 1-like (GPD1L) is a potential target gene of miR-210-3p. The functional analysis suggested that GPD1L regulated atrial fibrosis via the PI3K/AKT signaling pathway. In addition, silencing GPD1L in atrial fibroblasts induced cell proliferation, and these effects were reversed by a PI3K inhibitor (LY294002). CONCLUSIONS: Atrial myocyte-derived exosomal miR-210-3p promoted cell proliferation and collagen synthesis by inhibiting GPD1L in atrial fibroblasts. Preventing pathological crosstalk between atrial myocytes and fibroblasts may be a novel target to ameliorate atrial fibrosis in patients with AF.


Subject(s)
Atrial Fibrillation , Exosomes , Glycerolphosphate Dehydrogenase , Heart Atria , MicroRNAs , Myocytes, Cardiac , Atrial Fibrillation/complications , Atrial Fibrillation/genetics , Atrial Fibrillation/metabolism , Atrial Fibrillation/pathology , Collagen/metabolism , Exosomes/genetics , Exosomes/metabolism , Exosomes/pathology , Fibrosis/genetics , Fibrosis/metabolism , Fibrosis/pathology , Glycerolphosphate Dehydrogenase/genetics , Glycerolphosphate Dehydrogenase/metabolism , Heart Atria/metabolism , Heart Atria/pathology , Humans , MicroRNAs/genetics , MicroRNAs/metabolism , Myocytes, Cardiac/metabolism , Myocytes, Cardiac/pathology , Phosphatidylinositol 3-Kinases/metabolism , RNA, Messenger/metabolism , Receptor Cross-Talk
6.
Pharmacol Res ; 177: 106141, 2022 03.
Article in English | MEDLINE | ID: mdl-35202820

ABSTRACT

BACKGROUND: Aging plays a critical role in the genesis of atrial fibrillation (AF) and also changes the gut microbes. Whether the aging-associated gut dysbiosis contributes to the development of aging-related AF and whether the gut microbes can be a target to prevent aging-related AF remains unknown. METHODS AND RESULTS: 16S rRNA gene sequencing was performed to reveal the changes of gut microbes in elderly patients with AF, and the result showed that the intestinal abundance of B. fragilis was significantly decreased in elderly patients with AF. Subsequently, we examined the impact of B. fragilis supplementation on AF promotion, atrial structural remodeling and inflammation response in D-galactose induced aging rats. We found that oral administration of B. fragilis prevented AF inducibility and duration, which was associated with attenuation of atrial senescence, apoptosis and fibrosis. Furthermore, B. fragilis significantly diminished the systemic and atrial inflammation, which is accompanied by an increase in the number of Treg cells in the spleen and blood. More importantly, we found that the circulation level of polysaccharide A (PSA), the metabolite synthesized by B. fragilis, was reduced in elderly patients with AF and could predict the occurrence of AF, and B. fragilis increased the circulation concentration of PSA in D-galactose induced aging rats. CONCLUSIONS: The abundance of B. fragilis was lower in elderly patients with AF. Oral administration of B. fragilis significantly attenuated inflammatory response by increasing Treg cells, thereby preventing atrial structural remodeling and inhibiting AF promotion in D-galactose induced aging rats. This study provides experimental evidence for the effectiveness of targeting gut microbes in the prevention of aging-related AF.


Subject(s)
Atrial Fibrillation , Atrial Remodeling , Aged , Aging , Animals , Atrial Fibrillation/drug therapy , Atrial Fibrillation/metabolism , Atrial Fibrillation/prevention & control , Bacteroides fragilis , Disease Models, Animal , Galactose/metabolism , Heart Atria , Humans , Inflammation/metabolism , Male , Prostate-Specific Antigen/metabolism , RNA, Ribosomal, 16S/metabolism , Rats , T-Lymphocytes, Regulatory/metabolism
7.
Molecules ; 27(22)2022 Nov 11.
Article in English | MEDLINE | ID: mdl-36431880

ABSTRACT

Venom-induced thrombocytopenia (VIT) is one of the most important hemotoxic effects of a snakebite, which is often associated with venom-induced consumptive coagulopathy (VICC). Refractory thrombocytopenia without significant coagulation abnormalities has also been reported after envenomation by some viperid snakes; however, the mechanisms are not well understood and therapeutic strategies are lacking. Here, we found that patients injured by Daboia siamensis or Agkistrodon halys snakes, who were resistant to standard antivenom treatment, had developed coagulopathy-independent thrombocytopenia. Venoms from these viperid snakes, rather than from the elapid snake (Bungarus multicinctus), induced platelet surface expression of neuraminidase-1 (NEU-1), and significantly increased the desialylation of the glycoproteins on human platelets. The desialylated platelets caused by viperid snake venoms were further internalized by macrophages, which resulted in reduced platelet numbers in peripheral blood. Importantly, neuraminidase inhibitor significantly decreased viper venom-induced platelet desialylation, therefore inhibiting platelet phagocytosis by macrophages, and alleviating venom-induced thrombocytopenia. Collectively, these findings support an important role for desialylated platelet clearance in the progression of viper envenomation-induced, coagulopathy-independent thrombocytopenia. Our study demonstrates that the neuraminidase inhibitor may be a potential therapy or adjuvant therapy to treat snakebite-induced thrombocytopenia.


Subject(s)
Agkistrodon , Blood Coagulation Disorders , Snake Bites , Thrombocytopenia , Viperidae , Animals , Humans , Snake Bites/complications , Snake Bites/drug therapy , Neuraminidase , Viper Venoms/therapeutic use , Thrombocytopenia/drug therapy , Thrombocytopenia/etiology , Blood Coagulation Disorders/drug therapy
8.
Molecules ; 27(23)2022 Nov 30.
Article in English | MEDLINE | ID: mdl-36500451

ABSTRACT

Lysine-specific demethylase 1 (LSD1) is a histone-modifying enzyme, which is a significant target for anticancer drug research. In this work, 40 reported tetrahydroquinoline-derivative inhibitors targeting LSD1 were studied to establish the three-dimensional quantitative structure-activity relationship (3D-QSAR). The established models CoMFA (Comparative Molecular Field Analysis (q2 = 0.778, Rpred2 = 0.709)) and CoMSIA (Comparative Molecular Similarity Index Analysis (q2 = 0.764, Rpred2 = 0.713)) yielded good statistical and predictive properties. Based on the corresponding contour maps, seven novel tetrahydroquinoline derivatives were designed. For more information, three of the compounds (D1, D4, and Z17) and the template molecule 18x were explored with molecular dynamics simulations, binding free energy calculations by MM/PBSA method as well as the ADME (absorption, distribution, metabolism, and excretion) prediction. The results suggested that D1, D4, and Z17 performed better than template molecule 18x due to the introduction of the amino and hydrophobic groups, especially for the D1 and D4, which will provide guidance for the design of LSD1 inhibitors.


Subject(s)
Antineoplastic Agents , Quantitative Structure-Activity Relationship , Molecular Docking Simulation , Molecular Dynamics Simulation , Hydrophobic and Hydrophilic Interactions , Antineoplastic Agents/pharmacology , Drug Design
9.
Clin Lab ; 67(12)2021 Dec 01.
Article in English | MEDLINE | ID: mdl-34910420

ABSTRACT

BACKGROUND: The Para-Bombay phenotype is characterized by H antigen partially or totally deficient on red blood cells and the presence of ABH substances in body fluids. METHODS: A patient with discrepant results in forward and reverse ABO phenotyping was further investigated by serological and molecular methods. RESULTS: Ortho gel and tube results showed weak A antigen expression and weak antibody reacting with A and B cells. Absorption-elution assay detected B antigen, and saliva test confirmed substances H were present. The patient was confirmed as A102B101 and Le(a+b+) phenotype. CONCLUSIONS: These findings suggest that the case is AB Para-Bombay Phenotype (secretor).


Subject(s)
ABO Blood-Group System , Erythrocytes , ABO Blood-Group System/genetics , Humans , Phenotype
10.
Clin Lab ; 67(10)2021 Oct 01.
Article in English | MEDLINE | ID: mdl-34655188

ABSTRACT

BACKGROUND: Para-Bombay phenotype is rare in ABO blood group. We describe FUT1 mutations in a Chinese woman with the para-Bombay phenotype, including her familial inheritance. METHODS: ABO grouping, H antigen detection, absorptionelution test, salivary antigen substance detection, deter-mination of titer of ABH antibody, ABO genotyping, gene sequencing (FUT1,2), blood transfusion compatibility test, and pedigree investigation were performed. RESULTS: The patient was confirmed as group A1 para-Bombay phenotype (Amh) in her family's investigation, revealing her FUT1 gene had c.658C>T (p.Arg220Cys) homozygous mutation and FUT2 gene had c.357C>T homozygous mutation. The patient was provided an appropriate transfusion solution. CONCLUSIONS: A combination of using classical serological methods, gene sequencing methods and pedigree investigation methods can effectively analyze the genetic inheritance of patients with para-Bombay phenotype, increasing their choices of blood transfusion.


Subject(s)
ABO Blood-Group System , Fucosyltransferases , ABO Blood-Group System/genetics , Alleles , Female , Fucosyltransferases/genetics , Genotype , Humans , Mutation , Pedigree , Phenotype , Galactoside 2-alpha-L-fucosyltransferase
11.
Molecules ; 24(24)2019 Dec 06.
Article in English | MEDLINE | ID: mdl-31817721

ABSTRACT

Overexpression of lysine specific demethylase 1 (LSD1) has been found in many cancers. New anticancer drugs targeting LSD1 have been designed. The research on irreversible LSD1 inhibitors has entered the clinical stage, while the research on reversible LSD1 inhibitors has progressed slowly so far. In this study, 41 stilbene derivatives were studied as reversible inhibitors by three-dimensional quantitative structure-activity relationship (3D-QSAR). Comparative molecular field analysis (CoMFA q 2 = 0.623, r 2 = 0.987, r pred 2 = 0.857) and comparative molecular similarity indices analysis (CoMSIA q 2 = 0.728, r 2 = 0.960, r pred 2 = 0.899) were used to establish the model, and the structure-activity relationship of the compounds was explained by the contour maps. The binding site was predicted by two different kinds of software, and the binding modes of the compounds were further explored. A series of key amino acids Val288, Ser289, Gly314, Thr624, Lys661 were found to play a key role in the activity of the compounds. Molecular dynamics (MD) simulations were carried out for compounds 04, 17, 21, and 35, which had different activities. The reasons for the activity differences were explained by the interaction between compounds and LSD1. The binding free energy was calculated by molecular mechanics generalized Born surface area (MM/GBSA). We hope that this research will provide valuable information for the design of new reversible LSD1 inhibitors in the future.


Subject(s)
Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Histone Demethylases/antagonists & inhibitors , Stilbenes/chemistry , Binding Sites , Molecular Dynamics Simulation , Protein Binding , Quantitative Structure-Activity Relationship
12.
Angew Chem Int Ed Engl ; 58(19): 6400-6404, 2019 05 06.
Article in English | MEDLINE | ID: mdl-30815962

ABSTRACT

An efficient and divergent approach toward the synthesis of all four de-O-sulfonated sulfonium type α-glucosidase inhibitors, originally isolated from plants of genus Salacia, is reported for the first time. The key strategy features a coupling reaction between thiol derivatives and a diiodide counterpart. The newly designed thiol coupling partner presents high chemical stability, while the diiodide partner could be easily obtained with increased overall yields compared with conventional routes. The intermolecular nucleophilic substitution reaction followed by a diastereoselective intramolecular cyclization provided the target five-member sulfonium salt structure, which was connected in an α-orientation to a polyhydroxylated side-chain moiety.

13.
Pharm Biol ; 53(8): 1118-23, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25609147

ABSTRACT

CONTEXT: Rheumatoid arthritis fibroblast-like synoviocytes (RAFLSs) play an important role in the initiation and progression of RA, which are resistant to apoptosis and proliferate in an anchorage-independent manner. OBJECTIVE: The effects of arctigenin on the proliferation and apoptosis of RAFLSs were explored. MATERIALS AND METHODS: Arctigenin (0-160 µM) was used to treat RAFLSs for 48 h. Cell viability and apoptosis were assessed by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazoliumbromide assay and annexin V/propidium iodide staining. Western blot analysis was performed to detect the changes in apoptosis-related genes. RESULTS AND DISCUSSION: Arctigenin decreased cell viability by 23, 30, and 38% at the dose of 10, 20, and 30 µM, respectively. The half maximal inhibitory concentration (IC50) of arctignein on RAFLSs was about 38 µM. Moreover, 9, 15, and 21% of RAFLSs are induced apoptosis by 10, 20, and 30 µM of arctigenin. The apoptotic response was due to the loss of mitochondrial membrane potential, coupled with the release of cytochrome C into cytoplasm, the up-regulation of pro-apoptotic protein, Bax, and down-regulation of antiapoptotic protein, B cell lymphoma 2 (Bcl-2). The activation of mitochondrial pathway in arctigenin-treated RAFLSs induced the cleavage of caspase-9, caspase-3, and poly (ADP-ribose) polymerase (PARP). Additionally, arctigenin inhibited the nuclear translocation of p65, decreased the degradation of inhibitor of kappa B alpha (IκBα), and attenuated the phosphorylation of Akt. CONCLUSION: Our results reveal that arctigenin inhibits cell proliferation and induces mitochondrial apoptosis of RAFLSs, which is associated with the modulation of NF-κB and Akt signaling pathways.


Subject(s)
Arthritis, Rheumatoid/pathology , Fibroblasts/drug effects , Fibroblasts/pathology , Furans/pharmacology , Lignans/pharmacology , Synovial Fluid/cytology , Synovial Fluid/drug effects , Adult , Apoptosis/drug effects , Apoptosis/physiology , Arthritis, Rheumatoid/drug therapy , Cell Proliferation/drug effects , Cell Proliferation/physiology , Cell Survival/drug effects , Cell Survival/physiology , Cells, Cultured , Dose-Response Relationship, Drug , Female , Furans/therapeutic use , Humans , Lignans/therapeutic use , Male , Middle Aged , Synovial Membrane/cytology , Synovial Membrane/drug effects
14.
Sichuan Da Xue Xue Bao Yi Xue Ban ; 45(3): 442-6, 2014 May.
Article in Zh | MEDLINE | ID: mdl-24941814

ABSTRACT

OBJECTIVE: To investigate the difference of procalcitonin (PCT) level between uninfected diabetic nephropathy patients and healthy volunteers. METHODS: This study enrolled 76 patients with diabetes only [DM group, 24 h urinary micro albumin (mALB) < 30 mg/24 h], 81 patients with early DN (EDN group, mALB 30-300 mg/24 h), 87 DN patients (DN group, mALB > or = 300 mg/24 h), and 82 age- and sex-matched healthy volunteers. All the patients were free of systemic infection. PCT levels and various laboratory parameters including metabolic and kidney functions as well as inflammatory element profiles were assessed. RESULTS: The PCT level of DN group was significantly higher than that of healthy control group, DM group and EDN group (P < 0.001 or P < 0.05). Spearman's test showed a significant positive correlation between PCT and serum lactate dehydrogenase (LDH, r = 0.541, P < 0.01), Urine acid (UA) (r = 0. 320, P < 0.01), Urea (r = 0.324, P < 0.01), creatinine (Cr) (r= 0.403, P < 0.01), alpha-hydroxybutyrate dehydrogenase (alpha-HBD) (r = 0.791, P < 0.01) and C-reactive protein (CRP) (r = 0.694, P < 0.001) in diabetic nephropathy patients respectively. CONCLUSION: Serum PCT level of patients with diabetic nephropathy is higher than that of healthy volunteers, which may be associated with minimal inflammation and kidney function damage.


Subject(s)
Calcitonin/blood , Diabetic Nephropathies/blood , Protein Precursors/blood , Calcitonin Gene-Related Peptide , Healthy Volunteers , Humans
15.
mSystems ; 9(1): e0081023, 2024 Jan 23.
Article in English | MEDLINE | ID: mdl-38085089

ABSTRACT

A high-grain (HG) diet can rapidly lower the rumen pH and thus modify the gastrointestinal microbiome in dairy cattle. Although the prevalence of antibiotic resistance is strongly linked with the gut microbiome, the influences of HG diet on animals' gut resistome remain largely unexplored. Here, we examined the impact and mechanism of an HG diet on the fecal resistome in dairy cattle by metagenomically characterizing the gut microbiome. Eight lactating Holstein cattle were randomly allocated into two groups and fed either a conventional (CON) or HG diet for 3 weeks. The fecal microbiome and resistome were significantly altered in dairy cattle from HG, demonstrating an adaptive response that peaks at day 14 after the dietary transition. Importantly, we determined that feeding an HG diet specifically elevated the prevalence of resistance to aminoglycosides (0.11 vs 0.24 RPKG, P < 0.05). This diet-induced resistance increase is interrelated with the disproportional propagation of microbes in Lachnospiraceae, indicating a potential reservoir of aminoglycosides resistance. We further showed that the prevalence of acquired resistance genes was also modified by introducing a different diet, likely due to the augmented frequency of lateral gene transfer (LGT) in microbes (CON vs HG: 254 vs 287 taxa) such as Lachnospiraceae. Consequently, we present that diet transition is associated with fecal resistome modification in dairy cattle and an HG diet specifically enriched aminoglycosides resistance that is likely by stimulating microbial LGT.IMPORTANCEThe increasing prevalence of antimicrobial resistance is one of the most severe threats to public health, and developing novel mitigation strategies deserves our top priority. High-grain (HG) diet is commonly applied in dairy cattle to enhance animals' performance to produce more high-quality milk. We present that despite such benefits, the application of an HG diet is correlated with an elevated prevalence of resistance to aminoglycosides, and this is a combined effect of the expansion of antibiotic-resistant bacteria and increased frequency of lateral gene transfer in the fecal microbiome of dairy cattle. Our results provided new knowledge in a typically ignored area by showing an unexpected enrichment of antibiotic resistance under an HG diet. Importantly, our findings laid the foundation for designing potential dietary intervention strategies to lower the prevalence of antibiotic resistance in dairy production.


Subject(s)
Aminoglycosides , Lactation , Animals , Cattle , Female , Aminoglycosides/pharmacology , Anti-Bacterial Agents/pharmacology , Diet/veterinary , Genes, Microbial
16.
Article in English | MEDLINE | ID: mdl-38917285

ABSTRACT

Principal Component Analysis (PCA) aims to acquire the principal component space containing the essential structure of data, instead of being used for mining and extracting the essential structure of data. In other words, the principal component space contains not only information related to the essential structure of data but also some unrelated information. This frequently occurs when the intrinsic dimensionality of data is unknown or when it has complex distribution characteristics such as multi-modalities, manifolds, etc. Therefore, it is unreasonable to identify noise and useful information based solely on reconstruction error. For this reason, PCA is unsuitable as a preprocessing technique for most applications, especially in noisy environment. To solve this problem, this paper proposes robust PCA based on fuzzy local information reservation (FLIPCA). By analyzing the impact of reconstruction error on sample discriminability, FLIPCA provides a theoretical basis for noise identification and processing. This not only greatly improves its robustness but also extends its applicability and effectiveness as a data preprocessing technique. Meanwhile, FLIPCA maintains consistent mathematical descriptions with traditional PCA while having few adjustable hyperparameters and low algorithmic complexity. Finally, we conducted comprehensive experiments on synthetic and real-world datasets, which substantiated the superiority of our proposed algorithm.

17.
IEEE J Biomed Health Inform ; 28(9): 5447-5458, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38805334

ABSTRACT

Nasopharyngeal carcinoma (NPC) is a malignant tumor primarily treated by radiotherapy. Accurate delineation of the target tumor is essential for improving the effectiveness of radiotherapy. However, the segmentation performance of current models is unsatisfactory due to poor boundaries, large-scale tumor volume variation, and the labor-intensive nature of manual delineation for radiotherapy. In this paper, MMCA-Net, a novel segmentation network for NPC using PET/CT images that incorporates an innovative multimodal cross attention transformer (MCA-Transformer) and a modified U-Net architecture, is introduced to enhance modal fusion by leveraging cross-attention mechanisms between CT and PET data. Our method, tested against ten algorithms via fivefold cross-validation on samples from Sun Yat-sen University Cancer Center and the public HECKTOR dataset, consistently topped all four evaluation metrics with average Dice similarity coefficients of 0.815 and 0.7944, respectively. Furthermore, ablation experiments were conducted to demonstrate the superiority of our method over multiple baseline and variant techniques. The proposed method has promising potential for application in other tasks.


Subject(s)
Algorithms , Nasopharyngeal Carcinoma , Nasopharyngeal Neoplasms , Positron Emission Tomography Computed Tomography , Humans , Positron Emission Tomography Computed Tomography/methods , Nasopharyngeal Carcinoma/diagnostic imaging , Nasopharyngeal Neoplasms/diagnostic imaging , Whole Body Imaging/methods , Neural Networks, Computer
18.
Circ Arrhythm Electrophysiol ; 17(7): e012452, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39012929

ABSTRACT

BACKGROUND: Aging is one of the most potent risk determinants for the onset of atrial fibrillation (AF). Sirts (sirtuins) have been implicated in the pathogenesis of cardiovascular disease, and their expression declines with aging. However, whether Sirts involved in age-related AF and its underlying mechanisms remain unknown. The present study aims to explore the role of Sirts in age-related AF and delineate the underlying molecular mechanisms. METHODS: Sirt1 levels in the atria of both elderly individuals and aging rats were evaluated using quantitative real-time polymerase chain reaction and Western blot analysis. Mice were engineered to specifically knockout Sirt1 in the atria and right ventricle (Sirt1mef2c/mef2c). Various techniques, such as echocardiography, atrial electrophysiology, and protein acetylation modification omics were employed. Additionally, coimmunoprecipitation was utilized to substantiate the interaction between Sirt1 and RIPK1 (receptor-interacting protein kinase 1). RESULTS: We discerned that among the diverse subtypes of sirtuin proteins, only Sirt1 expression was significantly diminished in the atria of elderly people and aged rats. The Sirt1mef2c/mef2c mice exhibited an enlarged atrial diameter and heightened vulnerability to AF. Acetylated proteomics and cell experiments identified that Sirt1 deficiency activated atrial necroptosis through increasing RIPK1 acetylation and subsequent pseudokinase MLKL (mixed lineage kinase domain-like protein) phosphorylation. Consistently, necroptotic inhibitor necrosulfonamide mitigated atrial necroptosis and diminished both the atrial diameter and AF susceptibility of Sirt1mef2c/mef2c mice. Resveratrol prevented age-related AF in rats by activating atrial Sirt1 and inhibiting necroptosis. CONCLUSIONS: Our findings first demonstrated that Sirt1 exerts significant efficacy in countering age-related AF by impeding atrial necroptosis through regulation of RIPK1 acetylation, highlighting that the activation of Sirt1 or the inhibition of necroptosis could potentially serve as a therapeutic strategy for age-related AF.


Subject(s)
Atrial Fibrillation , Disease Models, Animal , Heart Atria , Mice, Knockout , Necroptosis , Receptor-Interacting Protein Serine-Threonine Kinases , Sirtuin 1 , Aged , Animals , Female , Humans , Male , Mice , Rats , Acetylation , Age Factors , Aging/metabolism , Aging/pathology , Atrial Fibrillation/metabolism , Atrial Fibrillation/genetics , Atrial Fibrillation/physiopathology , Atrial Fibrillation/prevention & control , Atrial Fibrillation/pathology , Heart Atria/metabolism , Heart Atria/pathology , Heart Atria/physiopathology , Mice, Inbred C57BL , Myocytes, Cardiac/metabolism , Myocytes, Cardiac/pathology , Rats, Sprague-Dawley , Receptor-Interacting Protein Serine-Threonine Kinases/metabolism , Receptor-Interacting Protein Serine-Threonine Kinases/genetics , Signal Transduction , Sirtuin 1/metabolism , Sirtuin 1/genetics
19.
Imeta ; 3(2): e169, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38882494

ABSTRACT

The infant gut microbiome is increasingly recognized as a reservoir of antibiotic resistance genes, yet the assembly of gut resistome in infants and its influencing factors remain largely unknown. We characterized resistome in 4132 metagenomes from 963 infants in six countries and 4285 resistance genes were observed. The inherent resistome pattern of healthy infants (N = 272) could be distinguished by two stages: a multicompound resistance phase (Months 0-7) and a tetracycline-mupirocin-ß-lactam-dominant phase (Months 8-14). Microbial taxonomy explained 40.7% of the gut resistome of healthy infants, with Escherichia (25.5%) harboring the most resistance genes. In a further analysis with all available infants (N = 963), we found age was the strongest influencer on the resistome and was negatively correlated with the overall resistance during the first 3 years (p < 0.001). Using a random-forest approach, a set of 34 resistance genes could be used to predict age (R 2 = 68.0%). Leveraging microbial host inference analyses, we inferred the age-dependent assembly of infant resistome was a result of shifts in the gut microbiome, primarily driven by changes in taxa that disproportionately harbor resistance genes across taxa (e.g., Escherichia coli more frequently harbored resistance genes than other taxa). We performed metagenomic functional profiling and metagenomic assembled genome analyses whose results indicate that the development of gut resistome was driven by changes in microbial carbohydrate metabolism, with an increasing need for carbohydrate-active enzymes from Bacteroidota and a decreasing need for Pseudomonadota during infancy. Importantly, we observed increased acquired resistance genes over time, which was related to increased horizontal gene transfer in the developing infant gut microbiome. In summary, infant age was negatively correlated with antimicrobial resistance gene levels, reflecting a composition shift in the gut microbiome, likely driven by the changing need for microbial carbohydrate metabolism during early life.

20.
Biology (Basel) ; 12(7)2023 Jul 15.
Article in English | MEDLINE | ID: mdl-37508440

ABSTRACT

This study aimed to investigate the effects of fumarate and nitroglycerin on rumen fermentation, methane and hydrogen production, and microbiota. In vitro rumen fermentation was used in this study with four treatment groups: control (CON), fumarate (FA), nitroglycerin (NG) and fumarate plus nitroglycerin (FN). Real-time PCR and 16S rRNA gene sequencing were used to analyze microbiota. The results showed that nitroglycerin completely inhibited methane production and that this resulted in hydrogen accumulation. Fumarate decreased the hydrogen accumulation and improved the rumen fermentation parameters. Fumarate increased the concentration of propionate and microbial crude protein, and decreased the ratio of acetate to propionate in FN. Fumarate, nitroglycerin and their combination did not affect the abundance of bacteria, protozoa and anaerobic fungi, but altered archaea. The PCoA showed that the bacterial (Anosim, R = 0.747, p = 0.001) and archaeal communities (Anosim, R = 0.410, p = 0.005) were different among the four treatments. Compared with CON, fumarate restored Bacteroidetes, Firmicutes, Spirochaetae, Actinobacteria, Unclassified Ruminococcaceae, Streptococcus, Treponema and Bifidobacterium in relative abundance in FN, but did not affect Succinivibrio, Ruminobacter and archaeal taxa. The results indicated that fumarate alleviated the depressed rumen fermentation caused by the inhibition of methanogenesis by nitroglycerin. This may potentially provide an alternative way to use these chemicals to mitigate methane emission in ruminants.

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