Mytilus contain abundant antimicrobial peptides(AMPs)that play a key role in the innate immunity.However,heterologous production of these AMPs remains challenging due to their short sequences,multiple disulfide bonds,...Mytilus contain abundant antimicrobial peptides(AMPs)that play a key role in the innate immunity.However,heterologous production of these AMPs remains challenging due to their short sequences,multiple disulfide bonds,and high content of cationic amino acids,which hinder functional expression in prokaryotic systems such as Escherichia coli.To establish a eukaryotic recombinant expression system for the AMPs of mussel and obtain recombinant mussel AMPs for subsequent studies,we reported the successful recombinant expression of myticofensin B1,a novel defensin-like AMP identified previously in Mytiluscoruscus,using the eukaryotic host Pichia pastoris.The codon-optimized gene encoding the mature myticofensin-B1(composed of 65 amino acid residues,including 6 conserved cysteine residues)was cloned into a pPICZαA vector and expressed in P.pastoris GS115.Structural fidelity of the recombinant peptide was confirmed by liquid chromatography-tandem mass spectrometry(LC-MS/MS),showing a molecular weight of 8849.9 Da,which was consistent with the theoretical prediction.Functional assays demonstrated a broad-spectrum antimicrobial activity of the recombinant myticofensin-B1,with stronger inhibition against Gram-negative bacteria.Scanning electron microscopy revealed different effects of the recombinant myticofensin-B1 against different bacteria.In addition,the recombinant myticofensin-B1 exhibited a very low hemolytic activity against sheep red blood cells and weak cytotoxicity against human A549 lung cancer cells.This study establishes P.pastoris as a powerful platform to produce functional mussel AMP and highlights the potential of the recombinant myticofensin-B1 as a therapeutic agent for aquaculture pathogens and infections.展开更多
Background:Scutellaria baicalensis Georgi is a medicinal plant prized for its bioactive flavonoid derivatives.Flavonoid O-methyltransferases(OMTs)in this species play a vital role in enhancing these compounds’pharmac...Background:Scutellaria baicalensis Georgi is a medicinal plant prized for its bioactive flavonoid derivatives.Flavonoid O-methyltransferases(OMTs)in this species play a vital role in enhancing these compounds’pharmacological activities,including their antioxidant,anti-inflammatory,and anticancer effects.However,a comprehensive genomic overview of the OMT gene family in S.baicalensis is lacking.Methods:This study conducted a genome-wide identification of the OMT gene family in S.baicalensis using bioinformatics approaches.The identified genes were characterized through phylogenetic,physicochemical,and structural analyses.Furthermore,the response of methoxylated flavonoids and key SbOMT genes to drought stress was investigated.Results:A total of 54 SbOMTs were identified and classified into 9 CCoAOMT and 45 COMT subfamily members.These proteins,with lengths from 129 to 695 amino acids and molecular weights from 14.42 to 76.94 kDa,were predominantly acidic.Subcellular localization predicted 43% to be cytoplasmic.Structurally,the CCoAOMT subfamily was more conserved than the COMT subfamily.Promoter analysis revealed hormone-and stress-responsive cis-elements.Under drought stress,the root content of methoxylated flavonoids(wogonin,wogonoside,and oroxylin A)decreased initially and then increased.The expression of SbOMT06,SbOMT41,SbOMT27,and SbOMT29 was positively correlated with this accumulation,suggesting their involvement in biosynthesis.Conclusion:This study provides foundational insights into the SbOMT gene family,revealing key candidates likely involved in methoxyflavonoid biosynthesis.The findings advance our understanding of the molecular mechanisms in S.baicalensis and offer valuable resources for future metabolic engineering and pathway optimization efforts.展开更多
[Objectives]To investigate the structure and function of the lipoxygenase(LOX)gene family in Physcomitrella patens.[Methods]This study employed bioinformatics methods to identify and predict LOX gene family members.Qu...[Objectives]To investigate the structure and function of the lipoxygenase(LOX)gene family in Physcomitrella patens.[Methods]This study employed bioinformatics methods to identify and predict LOX gene family members.Quantitative real-time PCR(qRT-PCR)was utilized to analyze the expression patterns of LOX genes at different stages of Botrytis cinerea infection.[Results]The P.patens LOX gene family comprises eight putative proteins,including two 12-LOX-type members and six 13-LOX-type members.Among the eight LOX proteins,PpLOX7 exhibited the lowest molecular weight and shortest amino acid sequence.PpLOX7 was identified as a basic protein with an isoelectric point(pI)of 8.54,while all other members were acidic.Subcellular localization analysis indicated that PpLOX7 was localized to the chloroplast,whereas the remaining members were distributed in the cytoplasm.Secondary structure prediction showed that all eight proteins were predominantly composed of random coils andα-helixes.Chromosomal mapping revealed that the LOX genes were distributed across 7 of the 27 chromosomes in P.patens,with PpLOX1 and PpLOX2 tandemly arranged on chromosome 15.The qRT-PCR analysis demonstrated distinct expression patterns among the eight PpLOX genes following B.cinerea infection.PpLOX1-3 and PpLOX7 were upregulated to varying degrees,suggesting their potential involvement in the early defense response of P.patens against B.cinerea.Notably,PpLOX2 exhibited highly significant differential expression,making it a key candidate for further investigation.[Conclusions]This study provides foundational insights into the functional roles of the LOX gene family in P.patens during biotic stress responses.展开更多
Objective To develop a depression recognition model by integrating the spirit-expression diagnostic framework of traditional Chinese medicine(TCM)with machine learning algorithms.The proposed model seeks to establish ...Objective To develop a depression recognition model by integrating the spirit-expression diagnostic framework of traditional Chinese medicine(TCM)with machine learning algorithms.The proposed model seeks to establish a TCM-informed tool for early depression screening,thereby bridging traditional diagnostic principles with modern computational approaches.Methods The study included patients with depression who visited the Shanghai Pudong New Area Mental Health Center from October 1,2022 to October 1,2023,as well as students and teachers from Shanghai University of Traditional Chinese Medicine during the same period as the healthy control group.Videos of 3–10 s were captured using a Xiaomi Pad 5,and the TCM spirit and expressions were determined by TCM experts(at least 3 out of 5 experts agreed to determine the category of TCM spirit and expressions).Basic information,facial images,and interview information were collected through a portable TCM intelligent analysis and diagnosis device,and facial diagnosis features were extracted using the Open CV computer vision library technology.Statistical analysis methods such as parametric and non-parametric tests were used to analyze the baseline data,TCM spirit and expression features,and facial diagnosis feature parameters of the two groups,to compare the differences in TCM spirit and expression and facial features.Five machine learning algorithms,including extreme gradient boosting(XGBoost),decision tree(DT),Bernoulli naive Bayes(BernoulliNB),support vector machine(SVM),and k-nearest neighbor(KNN)classification,were used to construct a depression recognition model based on the fusion of TCM spirit and expression features.The performance of the model was evaluated using metrics such as accuracy,precision,and the area under the receiver operating characteristic(ROC)curve(AUC).The model results were explained using the Shapley Additive exPlanations(SHAP).Results A total of 93 depression patients and 87 healthy individuals were ultimately included in this study.There was no statistically significant difference in the baseline characteristics between the two groups(P>0.05).The differences in the characteristics of the spirit and expressions in TCM and facial features between the two groups were shown as follows.(i)Quantispirit facial analysis revealed that depression patients exhibited significantly reduced facial spirit and luminance compared with healthy controls(P<0.05),with characteristic features such as sad expressions,facial erythema,and changes in the lip color ranging from erythematous to cyanotic.(ii)Depressed patients exhibited significantly lower values in facial complexion L,lip L,and a values,and gloss index,but higher values in facial complexion a and b,lip b,low gloss index,and matte index(all P<0.05).(iii)The results of multiple models show that the XGBoost-based depression recognition model,integrating the TCM“spirit-expression”diagnostic framework,achieved an accuracy of 98.61%and significantly outperformed four benchmark algorithms—DT,BernoulliNB,SVM,and KNN(P<0.01).(iv)The SHAP visualization results show that in the recognition model constructed by the XGBoost algorithm,the complexion b value,categories of facial spirit,high gloss index,low gloss index,categories of facial expression and texture features have significant contribution to the model.Conclusion This study demonstrates that integrating TCM spirit-expression diagnostic features with machine learning enables the construction of a high-precision depression detection model,offering a novel paradigm for objective depression diagnosis.展开更多
[Objectives]To characterize the expression pattern of Fibroblast growth factor 10(FGF10)during the differentiation of rat L6 myoblasts and to identify potential key transcription factors(TFs)regulating its expression ...[Objectives]To characterize the expression pattern of Fibroblast growth factor 10(FGF10)during the differentiation of rat L6 myoblasts and to identify potential key transcription factors(TFs)regulating its expression through bioinformatics approaches.[Methods]Rat L6 myoblasts were induced to differentiate by culturing them in DMEM supplemented with 2%donor horse serum(DHS).Morphological changes were observed using an inverted microscope.Cell samples were collected prior to induction(day 0)and on days 1,3,5,and 7 post-induction.The relative expression levels of FGF10 mRNA and protein at each time point were quantified using RT-qPCR and Western blot analysis,respectively.Furthermore,a 2000 bp sequence upstream of the transcription start site of the rat Fgf10 gene was extracted as the promoter region.Putative TF binding sites were predicted using four databases(TRANSFAC,JASPAR,HOCOMOCO,and CISBP),and high-confidence candidates were screened to construct a regulatory network.[Results]Morphological observations confirmed successful differentiation,as evidenced by the appearance of binucleated myotubes on day 3 and the formation of numerous thick,multinucleated myotubes by day 7.Both RT-qPCR and Western blot analysis demonstrated a significant dynamic expression pattern of FGF10.Expression levels were markedly upregulated during the early phase(days 1-3),reaching a peak on day 3(P<0.01),followed by a decline to basal levels during the late phase(days 5-7).Cross-validation across multiple databases identified 48 high-confidence TFs,among which Elf5,Tcf3,Nkx3-2,Zic2,Tcf7,and Egr1 were consistently predicted by all four databases.[Conclusions]FGF10 exhibits high expression levels during the early stage of differentiation,indicating its crucial role in the initiation of myogenesis.The six identified TFs serve as core candidate regulators of Fgf10 expression,offering novel insights into the molecular mechanisms underlying muscle development.展开更多
[Objectives]The present study was conducted to investigate the change rule ofβ-fructofuranosidase gene expression and its enzyme activity in the midgut of 5 th instar silkworm(Bombyx mori),in order to provide a refer...[Objectives]The present study was conducted to investigate the change rule ofβ-fructofuranosidase gene expression and its enzyme activity in the midgut of 5 th instar silkworm(Bombyx mori),in order to provide a reference for illustrating the enzymatic mechanism of usingβ-fructofuranosidase to absorb sucrose nutrition from mulberry leaves.[Methods]Real-time fluorescent quantitative PCR was applied to analyze the expression of BmSuc1 and BmSuc2 in midgut of 5 th-instar silkworm larvae,meanwhile the activities ofβ-fructofuranosidase was determined.[Results]BmSuc1 was expressed in the midgut of 5 th-instar silkworm larvae at different developmental stages.Its expression was upregulated at the beginning of the 5 th instar and during the peak feeding period,whereas BmSuc2 expression remained very low throughout the entire 5 th instar.The activity ofβ-fructofuranosidase was relatively high during the peak feeding period of 5 th-instar larvae,showing a trend of increasing first and then decreasing.[Conclusions]The expression pattern of the BmSuc1 gene and the changes inβ-fructofuranosidase activity were generally consistent with the physiological process of sugar nutrient absorption and utilization from mulberry leaves in 5 th-instar silkworms.It suggests that BmSuc1,as a sucrose hydrolase gene,plays a major role in the digestion and absorption of sucrose nutrients from mulberry leaves in the midgut tissue.展开更多
AIM:To identify differentially expressed genes(DEGs)in rabbits with traumatic proliferative vitreoretinopathy(PVR)using high-throughput sequencing(HTS).METHODS:Thirty-six rabbits were randomly allocated to the control...AIM:To identify differentially expressed genes(DEGs)in rabbits with traumatic proliferative vitreoretinopathy(PVR)using high-throughput sequencing(HTS).METHODS:Thirty-six rabbits were randomly allocated to the control group and the PVR group induced by scleral puncture.On the 28th day following modeling,fundus B-ultrasound and fundus photography were performed on all rabbits,and hematoxylin-eosin(HE)staining was conducted on retinal tissues.RNA sequencing(RNA-Seq)combined with bioinformatics analysis was used to screen PVRassociated DEGs.Gene Ontology(GO)functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis were carried out for the identified DEGs.S100A6,EDNRB and CEBPD were randomly selected for quantitative reverse transcription polymerase chain reaction(RT-qPCR)validation to verify the reliability of the RNA-Seq results.RESULTS:Fundus B-ultrasound,fundus photography and retinal HE staining confirmed the successful establishment of the traumatic PVR rabbit model.A total of 1587 DEGs were screened,of which 1094 were significantly up-regulated and 493 were significantly down-regulated.GO function enrichment analysis showed that these DEGs were mainly enriched in immune response,extracellular region and inflammatory response.KEGG pathway enrichment analysis showed that DEGs were mainly involved in the cytokine-cytokine receptor interaction and hematopoietic cell lineage pathway.RT-qPCR results showed that S100A6,CEBPD and EDNRB were significantly increased in PVR group.CONCLUSION:A large number of genes exhibit significant differential expression in rabbits with traumatic PVR,among which S100A6,CEBPD and EDNRB may play an important role in traumatic PVR.展开更多
The pathogenesis-related protein PR10 plays a vital role in plant growth,development,and stress responses.This study systematically identified and analyzed PR10 genes in cultivated peanut(Arachis hypogaea L.),examinin...The pathogenesis-related protein PR10 plays a vital role in plant growth,development,and stress responses.This study systematically identified and analyzed PR10 genes in cultivated peanut(Arachis hypogaea L.),examining their phylogenetic relationships,conserved motifs,gene structures,and syntenic relationships.The analysis identified 54 Ah PR10 genes,which were classified into eight groups based on phylogenetic relationships,supported by gene structure and conserved motif characterization.Analysis of chromosomal distribution and synteny demonstrated that segmental duplications played a crucial role in the expansion of the Ah PR10 gene family.The identified Ah PR10 genes exhibited both constitutive and inducible expression patterns.Significantly,Ah PR10-7,Ah PR10-33,and Ah PR10-41 demonstrated potential importance in peanut resistance to Aspergillus flavus.In vitro fungistatic experiments demonstrated that recombinant Ah PR10-33 effectively inhibited A.flavus mycelial growth.These findings provide valuable insights for future investigations into Ah PR10 functions in protecting peanut from A.flavus infection.展开更多
The primary role of the gastrointestinal tract in broiler chickens is nutrient assimilation,with transporter proteins facilitating the uptake of amino acids,peptides,monosaccharides,fatty acids,and minerals across the...The primary role of the gastrointestinal tract in broiler chickens is nutrient assimilation,with transporter proteins facilitating the uptake of amino acids,peptides,monosaccharides,fatty acids,and minerals across the intestinal epithelium.Among these nutrient transporters,members of the solute carrier family are particularly important,and gene expression analyses targeting these transporters have provided informative insights into how birds adapt to diverse dietary,environmental,and physiological challenges to maintain nutrient homeostasis.These transporters are expressed either at the brush border membrane,where they facilitate the absorption of nutrients from the gut lumen into enterocytes,or at the basolateral membrane,where they mediate the transfer of nutrients from the enterocytes into the bloodstream.The expression of these transporters is influenced by a range of factors,including bird age,sex,intestinal segment,dietary substrate availability and source,as well as external stressors such as heat stress and pathogen exposure.While upregulation of transporter genes often suggests an enhanced capacity for nutrient uptake,it does not always correlate with improved growth performance,due to compensatory physiological responses and fluctuations in nutrient bioavailability.Understanding the regulation and functional dynamics of nutrient transporters presents valuable opportunities to develop targeted dietary and management strategies aimed at optimizing nutrient utilization and improving bird performance.This review summarizes current knowledge on the classification,function,and regulation of key nutrient transporters in broilers,highlights factors influencing their expression,and explores their implications for nutrition and production efficiency.展开更多
While methodology for determining the mode of evolution in coding sequences has been well established,evaluation of adaptation events in emerging types of phenotype data needs further development.Here,we propose an an...While methodology for determining the mode of evolution in coding sequences has been well established,evaluation of adaptation events in emerging types of phenotype data needs further development.Here,we propose an analysis framework(expression variance decomposition,EVaDe)for comparative single-cell expression data based on phenotypic evolution theory.After decomposing the gene expression variance into separate components,we use two strategies to identify genes exhibiting large between-taxon expression divergence and small within-cell-type expression noise in certain cell types,attributing this pattern to putative adaptive evolution.In a dataset of primate prefrontal cortex,we find that such humanspecific key genes enrich with neurodevelopment-related functions,while most other genes exhibit neutral evolution patterns.Specific neuron types are found to harbor more of these key genes than other cell types,thus likely to have experienced more extensive adaptation.Reassuringly,at the molecular sequence level,the key genes are significantly associated with the rapidly evolving conserved non-coding elements.An additional case analysis comparing the naked mole-rat(NMR)with the mouse suggests that innateimmunity-related genes and cell types have undergone putative expression adaptation in NMR.Overall,the EVaDe framework may effectively probe adaptive evolution mode in single-cell expression data.展开更多
Due to the unique microstructure and diverse opsin genes of the trinocular compound eye,stomatopoda possess an extraordinary ability to perceive multiple properties of light.They not only can detect natural light(NL)a...Due to the unique microstructure and diverse opsin genes of the trinocular compound eye,stomatopoda possess an extraordinary ability to perceive multiple properties of light.They not only can detect natural light(NL)and linearly polarized light(LPL),but also are the only animals capable of recognizing circularly polarized light(CPL).Here,we integrated single-cell RNA sequencing,previously published Illumina data,and in-situ hybridization(ISH)to quantify and localize functional opsin genes in Oratosquilla oratoria,a common stomatopoda species in the China Sea.A total of high-quality 31777 cells were captured for the first time in the O.oratoria compound eye,which were classified into 25 cell subpopulations,and hypothesized that cluster 22 is a critical cell subpopulation responsible for light(whether NL,LPL,or CPL)response in O.oratoria.Furthermore,we propose that the long-wavelengthsensitive opsin gene(lws)gene family,retinol dehydrogenase(rdh),voltage-gated ion channel(vgic),arrestin(arr),and myosin(myo)collectively mediate the light response in O.oratoria.Considering that very few vision-related opsin genes show differential expression in right-handed CPL(RCPL)-vs.-dark(DL),which provides additional evidence that stomatopoda cannot recognize RCPL.Meanwhile,we believe that UV-stimulated scaffold protein A(uvssa)and red pigment concentrating hormone(rpch)play special contributions in the left-handed CPL(LCPL)environment response.ISH revealing that 16 lws,6 middle-wavelength-sensitive(mws),and 2 ultraviolet(uv)opsin genes were expressed in the photoreceptors of the O.oratoria compound eye.Although the inability to determine the functional types of cell subpopulations limits the resolution of opsin genes,these findings systematically elucidate the specific expression patterns of opsin genes in O.oratoria and represent a significant step toward refining the visual ecological theory of O.oratoria and other stomatopod species.展开更多
Coconut(Cocos nucifera L.),a major oil and fruit crop of the Arecaceae family,is extensively cultivated across the Asia—Pacific region.Despite its agricultural importance,genome assembly in coconut remains challengin...Coconut(Cocos nucifera L.),a major oil and fruit crop of the Arecaceae family,is extensively cultivated across the Asia—Pacific region.Despite its agricultural importance,genome assembly in coconut remains challenging due to its large genome size and high proportion of repetitive sequences.Allele-specific expression(ASE)plays a key role in regulating plant development and evolution,yet research on ASE in coconut is limited(Shao et al.,2019;Li et al.,2021;Zhang et al.,2021;Hu et al.,2022).Among phenotypic traits,fruit color is especially important as an indicator of maturity,guiding harvest timing and post-harvest processes(Kapoor et al.,2022).While prior studies have explored various coconut traits such as salt tolerance,fiber content,and plant height(Wang et al.,2021;Yang et al.,2021),investigations into ASE and fruit color remain scarce.展开更多
The prognostic and therapeutic roles of biological markers in early-stage breast cancer(eBC)warrant further investigation.Non-Breast Cancer(BRCA)genes,along with moderate-and low-penetrance breast cancer risk variant ...The prognostic and therapeutic roles of biological markers in early-stage breast cancer(eBC)warrant further investigation.Non-Breast Cancer(BRCA)genes,along with moderate-and low-penetrance breast cancer risk variant genes,are crucial formaintaining genome stability,yet their prognostic significance in eBCremains unclear.This study aimed to evaluate the impact of non-BRCA genes on clinical outcomes in eBC patients.Significant correlations were observed between the messenger ribonucleic acid(mRNA)expression levels of the genes Ataxia-telangiectasia mutated(ATM),Bloom helicase gene(BLM),and WRN RecQ Like Helicase(WRN)and patient prognosis.High mRNA expression of ATM was associated with longer metastasis-free survival(MFS).Conversely,lower mRNA expression of BLM correlated with favorable outcomes,particularly in triple-negative tumors.Additionally,high levels of WRN mRNA expression were linked to significantly longer MFS compared to low expression levels.This study highlights the prognostic significance of ATM,BLM,and WRN in predicting survival outcomes in eBC patients.Background:The prognostic significance of various biological and non-BRCA genetic in early-stage breast cancer(eBC)remains unclear and warrants further investigation.This study therefore aimed to evaluate the prognostic impact of these genes on clinical outcomes in breast cancer.Methods:Patients included in this study were subdivided into two groups based on low and high messenger ribonucleic acid(mRNA)expression levels.Statistical analysis,including Kaplan-Meier curves,univariable,andmultivariable Cox regression analyses,was performed to assess metastasis-free survival(MFS)of mRNA expression of non-BRCA genes.Subgroup analyses were also conducted among four different molecular subtypes of eBC.Results:Our analysis revealed significant correlations between mRNA-expression levels of Ataxiatelangiectasia mutated(ATM),Bloom helicase gene(BLM),and WRN RecQ Like Helicase(WRN)and patient prognosis.High mRNA expression of ATM correlated with longer MFS in the entire cohort(p=0.022,Log Rank),and in luminal-B-like tumors(p=0.036).Lower mRNA expression of BLM was associated with favorable outcomes(p=0.011,Log Rank),particularly in triple-negative eBC(p=0.030,Log Rank).Finally,high levels of WRN mRNA expression correlated with significantly longerMFS compared to lowmRNA expression levels(p=0.009,Log Rank).Conclusions:This study underscores the prognostic significance of moderate penetrance breast cancer risk variant genes,such as ATM,BLM,and WRN,for survival outcomes in eBC.展开更多
Since its discovery in the 1980s,the insect cell-baculovirus expression vector system(IC-BEVS)has been widely used in biomedical applications,such as recombinant protein expression,drug screening,vaccine development,g...Since its discovery in the 1980s,the insect cell-baculovirus expression vector system(IC-BEVS)has been widely used in biomedical applications,such as recombinant protein expression,drug screening,vaccine development,gene therapy and so on[1].As a eukaryotic system,IC-BEVS has great development prospects due to its advantages such as high safety,simple operation,simultaneous expression of multi-subunit proteins,and suitability for large-scale cultivation[2].展开更多
DB-1310 and trastuzumab synergistically inhibit breast cancer(BC)cell proliferation in vitro.HER3 overexpression has been described in patients with HER2-positive BC1.We determined the levels of HER2 and HER3 expressi...DB-1310 and trastuzumab synergistically inhibit breast cancer(BC)cell proliferation in vitro.HER3 overexpression has been described in patients with HER2-positive BC1.We determined the levels of HER2 and HER3 expression in BC using RNA-seq data from 1,082 BC patient samples in the TCGA dataset and 67 BC cell lines in the CCLE database(Supplementary material 1).展开更多
Intracerebral hemorrhage(ICH)is a common severe emergency in neurosurgery,causing tremendous economic pressure on families and society and devastating effects on patients both physically and psychologically,especially...Intracerebral hemorrhage(ICH)is a common severe emergency in neurosurgery,causing tremendous economic pressure on families and society and devastating effects on patients both physically and psychologically,especially among patients with poor functional outcomes.ICH is often accompanied by decreased consciousness and limb dysfunction.This seriously affects patients’ability to live independently.Although rapid advances in neurosurgery have greatly improved patient survival,there remains insufficient evidence that surgical treatment significantly improves long-term outcomes.With in-depth pathophysiological studies after ICH,increasing evidence has shown that secondary injury after ICH is related to long-term prognosis and that the key to secondary injury is various immune-mediated neuroinflammatory reactions after ICH.In basic and clinical studies of various systemic inflammatory diseases,triggering receptor expressed on myeloid cells 1/2(TREM-1/2),and the TREM receptor family is closely related to the inflammatory response.Various inflammatory diseases can be upregulated and downregulated through receptor intervention.How the TREM receptor functions after ICH,the types of results from intervention,and whether the outcomes can improve secondary brain injury and the long-term prognosis of patients are unknown.An analysis of relevant research results from basic and clinical trials revealed that the inhibition of TREM-1 and the activation of TREM-2 can alleviate the neuroinflammatory immune response,significantly improve the long-term prognosis of neurological function in patients with cerebral hemorrhage,and thus improve the ability of patients to live independently.展开更多
Artificial intelligence,such as deep learning technology,has advanced the study of facial expression recognition since facial expression carries rich emotional information and is significant for many naturalistic situ...Artificial intelligence,such as deep learning technology,has advanced the study of facial expression recognition since facial expression carries rich emotional information and is significant for many naturalistic situations.To pursue a high facial expression recognition accuracy,the network model of deep learning is generally designed to be very deep while the model’s real-time performance is typically constrained and limited.With MobileNetV3,a lightweight model with a good accuracy,a further study is conducted by adding a basic ResNet module to each of its existing modules and an SSH(Single Stage Headless Face Detector)context module to expand the model’s perceptual field.In this article,the enhanced model named Res-MobileNetV3,could alleviate the subpar of real-time performance and compress the size of large network models,which can process information at a rate of up to 33 frames per second.Although the improved model has been verified to be slightly inferior to the current state-of-the-art method in aspect of accuracy rate on the publically available face expression datasets,it can bring a good balance on accuracy,real-time performance,model size and model complexity in practical applications.展开更多
Rice is a poor source of folate,an essential micronutrient for the body.Biofortification offers an effective way to enhance the folate content of rice and alleviate folate deficiencies in humans.In this study,we confi...Rice is a poor source of folate,an essential micronutrient for the body.Biofortification offers an effective way to enhance the folate content of rice and alleviate folate deficiencies in humans.In this study,we confirmed that OsADCS and OsGTPCHI,encoding the initial enzymes necessary for folate synthesis,positively regulate folate accumulation in knockout mutants of both japonica and indica rice backgrounds.The folate content in the low-folate japonica variety was slightly increased by the expression of the indica alleles driven by the endosperm-specific promoter.We further obtained co-expression lines by stacking OsADCS and OsGTPCHI genes;the folate accumulation in brown rice and polished rice reached 5.65μg/g and 2.95μg/g,respectively,representing 37.9-fold and 26.5-fold increases compared with the wild type.Transcriptomic analysis of rice grains from six transgenic lines showed that folate changes affected biological pathways involved in the synthesis and metabolism of rice seed storage substances,while the expression of other folate synthesis genes was weakly regulated.In addition,we identified Aus rice as a high-folate germplasm carrying superior haplotypes of OsADCS and OsGTPCHI through natural variation.This study provides an alternative and effective complementary strategy for rice biofortification,promoting the rational combination of metabolic engineering and conventional breeding to breed high-folate varieties.展开更多
Oral expression skills play an essential role in the development of EFL students’language abilities,and how to improve EFL students’oral expression skills is an essential and challenging task.This study adopts a qua...Oral expression skills play an essential role in the development of EFL students’language abilities,and how to improve EFL students’oral expression skills is an essential and challenging task.This study adopts a quasi-experimental research method to carry out the research and proposes an AI-based reflective dialogue model.Based on this,an analysis of the impact brought by this model on EFL students’oral expression performance and learning anxiety levels.The results show that students in the experimental group have significantly higher oral expression performance than those in the control group in the three dimensions of grammatical accuracy,expressive fluency,and word accuracy.In addition,the students in the experimental group produced facilitated anxiety after using the AI-based reflective dialogue model for oral expression learning,which prompted the students to learn more diligently.展开更多
基金supported by the National Natural Science Foundation of China(32271580,42020104009)the Fundamental Research Funds for Zhejiang Provincial Universities and Research Institutes(JX6311101923)。
文摘Mytilus contain abundant antimicrobial peptides(AMPs)that play a key role in the innate immunity.However,heterologous production of these AMPs remains challenging due to their short sequences,multiple disulfide bonds,and high content of cationic amino acids,which hinder functional expression in prokaryotic systems such as Escherichia coli.To establish a eukaryotic recombinant expression system for the AMPs of mussel and obtain recombinant mussel AMPs for subsequent studies,we reported the successful recombinant expression of myticofensin B1,a novel defensin-like AMP identified previously in Mytiluscoruscus,using the eukaryotic host Pichia pastoris.The codon-optimized gene encoding the mature myticofensin-B1(composed of 65 amino acid residues,including 6 conserved cysteine residues)was cloned into a pPICZαA vector and expressed in P.pastoris GS115.Structural fidelity of the recombinant peptide was confirmed by liquid chromatography-tandem mass spectrometry(LC-MS/MS),showing a molecular weight of 8849.9 Da,which was consistent with the theoretical prediction.Functional assays demonstrated a broad-spectrum antimicrobial activity of the recombinant myticofensin-B1,with stronger inhibition against Gram-negative bacteria.Scanning electron microscopy revealed different effects of the recombinant myticofensin-B1 against different bacteria.In addition,the recombinant myticofensin-B1 exhibited a very low hemolytic activity against sheep red blood cells and weak cytotoxicity against human A549 lung cancer cells.This study establishes P.pastoris as a powerful platform to produce functional mussel AMP and highlights the potential of the recombinant myticofensin-B1 as a therapeutic agent for aquaculture pathogens and infections.
基金funded by the National Natural Science Foundation of China(82404814,82404863)Start-up Research Fund of Nanjing Agricultural University(130-804141)+1 种基金the National Administration of Traditional Chinese Medicine High-level Key Discipline Construction Project(zyyzdxk-2023293)Scientific research Project of Jiangsu Institute of Product Quality Supervision and Inspection(KJ2025008).
文摘Background:Scutellaria baicalensis Georgi is a medicinal plant prized for its bioactive flavonoid derivatives.Flavonoid O-methyltransferases(OMTs)in this species play a vital role in enhancing these compounds’pharmacological activities,including their antioxidant,anti-inflammatory,and anticancer effects.However,a comprehensive genomic overview of the OMT gene family in S.baicalensis is lacking.Methods:This study conducted a genome-wide identification of the OMT gene family in S.baicalensis using bioinformatics approaches.The identified genes were characterized through phylogenetic,physicochemical,and structural analyses.Furthermore,the response of methoxylated flavonoids and key SbOMT genes to drought stress was investigated.Results:A total of 54 SbOMTs were identified and classified into 9 CCoAOMT and 45 COMT subfamily members.These proteins,with lengths from 129 to 695 amino acids and molecular weights from 14.42 to 76.94 kDa,were predominantly acidic.Subcellular localization predicted 43% to be cytoplasmic.Structurally,the CCoAOMT subfamily was more conserved than the COMT subfamily.Promoter analysis revealed hormone-and stress-responsive cis-elements.Under drought stress,the root content of methoxylated flavonoids(wogonin,wogonoside,and oroxylin A)decreased initially and then increased.The expression of SbOMT06,SbOMT41,SbOMT27,and SbOMT29 was positively correlated with this accumulation,suggesting their involvement in biosynthesis.Conclusion:This study provides foundational insights into the SbOMT gene family,revealing key candidates likely involved in methoxyflavonoid biosynthesis.The findings advance our understanding of the molecular mechanisms in S.baicalensis and offer valuable resources for future metabolic engineering and pathway optimization efforts.
基金Supported by the Science and Technology Program of Guizhou Provence(Qiankehejichu-ZK[2023]Yiban 271).
文摘[Objectives]To investigate the structure and function of the lipoxygenase(LOX)gene family in Physcomitrella patens.[Methods]This study employed bioinformatics methods to identify and predict LOX gene family members.Quantitative real-time PCR(qRT-PCR)was utilized to analyze the expression patterns of LOX genes at different stages of Botrytis cinerea infection.[Results]The P.patens LOX gene family comprises eight putative proteins,including two 12-LOX-type members and six 13-LOX-type members.Among the eight LOX proteins,PpLOX7 exhibited the lowest molecular weight and shortest amino acid sequence.PpLOX7 was identified as a basic protein with an isoelectric point(pI)of 8.54,while all other members were acidic.Subcellular localization analysis indicated that PpLOX7 was localized to the chloroplast,whereas the remaining members were distributed in the cytoplasm.Secondary structure prediction showed that all eight proteins were predominantly composed of random coils andα-helixes.Chromosomal mapping revealed that the LOX genes were distributed across 7 of the 27 chromosomes in P.patens,with PpLOX1 and PpLOX2 tandemly arranged on chromosome 15.The qRT-PCR analysis demonstrated distinct expression patterns among the eight PpLOX genes following B.cinerea infection.PpLOX1-3 and PpLOX7 were upregulated to varying degrees,suggesting their potential involvement in the early defense response of P.patens against B.cinerea.Notably,PpLOX2 exhibited highly significant differential expression,making it a key candidate for further investigation.[Conclusions]This study provides foundational insights into the functional roles of the LOX gene family in P.patens during biotic stress responses.
基金General Program of National Natural Science Foundation of China(82474390)Construction Project of Pudong New Area Famous TCM Studios(National Pilot Zone for TCM Development,Shanghai)(PDZY-2025-0716)Shanghai Municipal Science and Technology Program Project Shanghai Key Laboratory of Health Identification and Assessment(21DZ2271000).
文摘Objective To develop a depression recognition model by integrating the spirit-expression diagnostic framework of traditional Chinese medicine(TCM)with machine learning algorithms.The proposed model seeks to establish a TCM-informed tool for early depression screening,thereby bridging traditional diagnostic principles with modern computational approaches.Methods The study included patients with depression who visited the Shanghai Pudong New Area Mental Health Center from October 1,2022 to October 1,2023,as well as students and teachers from Shanghai University of Traditional Chinese Medicine during the same period as the healthy control group.Videos of 3–10 s were captured using a Xiaomi Pad 5,and the TCM spirit and expressions were determined by TCM experts(at least 3 out of 5 experts agreed to determine the category of TCM spirit and expressions).Basic information,facial images,and interview information were collected through a portable TCM intelligent analysis and diagnosis device,and facial diagnosis features were extracted using the Open CV computer vision library technology.Statistical analysis methods such as parametric and non-parametric tests were used to analyze the baseline data,TCM spirit and expression features,and facial diagnosis feature parameters of the two groups,to compare the differences in TCM spirit and expression and facial features.Five machine learning algorithms,including extreme gradient boosting(XGBoost),decision tree(DT),Bernoulli naive Bayes(BernoulliNB),support vector machine(SVM),and k-nearest neighbor(KNN)classification,were used to construct a depression recognition model based on the fusion of TCM spirit and expression features.The performance of the model was evaluated using metrics such as accuracy,precision,and the area under the receiver operating characteristic(ROC)curve(AUC).The model results were explained using the Shapley Additive exPlanations(SHAP).Results A total of 93 depression patients and 87 healthy individuals were ultimately included in this study.There was no statistically significant difference in the baseline characteristics between the two groups(P>0.05).The differences in the characteristics of the spirit and expressions in TCM and facial features between the two groups were shown as follows.(i)Quantispirit facial analysis revealed that depression patients exhibited significantly reduced facial spirit and luminance compared with healthy controls(P<0.05),with characteristic features such as sad expressions,facial erythema,and changes in the lip color ranging from erythematous to cyanotic.(ii)Depressed patients exhibited significantly lower values in facial complexion L,lip L,and a values,and gloss index,but higher values in facial complexion a and b,lip b,low gloss index,and matte index(all P<0.05).(iii)The results of multiple models show that the XGBoost-based depression recognition model,integrating the TCM“spirit-expression”diagnostic framework,achieved an accuracy of 98.61%and significantly outperformed four benchmark algorithms—DT,BernoulliNB,SVM,and KNN(P<0.01).(iv)The SHAP visualization results show that in the recognition model constructed by the XGBoost algorithm,the complexion b value,categories of facial spirit,high gloss index,low gloss index,categories of facial expression and texture features have significant contribution to the model.Conclusion This study demonstrates that integrating TCM spirit-expression diagnostic features with machine learning enables the construction of a high-precision depression detection model,offering a novel paradigm for objective depression diagnosis.
基金Supported by Guangdong Basic and Applied Basic Research Foundation(2023A1515110973)Guangdong Provincial Young Innovative Talents Project of General Colleges and Universities(2023KQNCX089)+6 种基金Key Field Special Project of Guangdong Provincial Colleges and Universities(2025ZDZX2077)the Rural Science and Technology Commissioner Program of Guangdong Province(KTP20240673)Undergraduate Higher Education Teaching Quality and Reform Projects of Guangdong Province(Yuejiao Gao Han[2024]No.9Yuejiao Gao Han[2024]No.30)Zhaoqing Science and Technology Innovation Guidance Project(Zhaoke[2025]No.4)Scientific Research Foundation of Zhaoqing University(QN202436)College Student Innovation Training Program Project(S202510580042).
文摘[Objectives]To characterize the expression pattern of Fibroblast growth factor 10(FGF10)during the differentiation of rat L6 myoblasts and to identify potential key transcription factors(TFs)regulating its expression through bioinformatics approaches.[Methods]Rat L6 myoblasts were induced to differentiate by culturing them in DMEM supplemented with 2%donor horse serum(DHS).Morphological changes were observed using an inverted microscope.Cell samples were collected prior to induction(day 0)and on days 1,3,5,and 7 post-induction.The relative expression levels of FGF10 mRNA and protein at each time point were quantified using RT-qPCR and Western blot analysis,respectively.Furthermore,a 2000 bp sequence upstream of the transcription start site of the rat Fgf10 gene was extracted as the promoter region.Putative TF binding sites were predicted using four databases(TRANSFAC,JASPAR,HOCOMOCO,and CISBP),and high-confidence candidates were screened to construct a regulatory network.[Results]Morphological observations confirmed successful differentiation,as evidenced by the appearance of binucleated myotubes on day 3 and the formation of numerous thick,multinucleated myotubes by day 7.Both RT-qPCR and Western blot analysis demonstrated a significant dynamic expression pattern of FGF10.Expression levels were markedly upregulated during the early phase(days 1-3),reaching a peak on day 3(P<0.01),followed by a decline to basal levels during the late phase(days 5-7).Cross-validation across multiple databases identified 48 high-confidence TFs,among which Elf5,Tcf3,Nkx3-2,Zic2,Tcf7,and Egr1 were consistently predicted by all four databases.[Conclusions]FGF10 exhibits high expression levels during the early stage of differentiation,indicating its crucial role in the initiation of myogenesis.The six identified TFs serve as core candidate regulators of Fgf10 expression,offering novel insights into the molecular mechanisms underlying muscle development.
基金Supported by General Project of Yunnan Provincial Agricultural Basic Research Joint Special Project(202301BD070001-229)Yunnan Provincial Key R&D Program(202403AK140075)+1 种基金Modern Sericulture Industry Technology System of Yunan Province(KJTX-07)Honghe Comprehensive Test Station of National Sericulture Industry Technology System(CARS-18).
文摘[Objectives]The present study was conducted to investigate the change rule ofβ-fructofuranosidase gene expression and its enzyme activity in the midgut of 5 th instar silkworm(Bombyx mori),in order to provide a reference for illustrating the enzymatic mechanism of usingβ-fructofuranosidase to absorb sucrose nutrition from mulberry leaves.[Methods]Real-time fluorescent quantitative PCR was applied to analyze the expression of BmSuc1 and BmSuc2 in midgut of 5 th-instar silkworm larvae,meanwhile the activities ofβ-fructofuranosidase was determined.[Results]BmSuc1 was expressed in the midgut of 5 th-instar silkworm larvae at different developmental stages.Its expression was upregulated at the beginning of the 5 th instar and during the peak feeding period,whereas BmSuc2 expression remained very low throughout the entire 5 th instar.The activity ofβ-fructofuranosidase was relatively high during the peak feeding period of 5 th-instar larvae,showing a trend of increasing first and then decreasing.[Conclusions]The expression pattern of the BmSuc1 gene and the changes inβ-fructofuranosidase activity were generally consistent with the physiological process of sugar nutrient absorption and utilization from mulberry leaves in 5 th-instar silkworms.It suggests that BmSuc1,as a sucrose hydrolase gene,plays a major role in the digestion and absorption of sucrose nutrients from mulberry leaves in the midgut tissue.
基金Supported by the National Natural Science Foundation of China(No.82260210)the Natural Science Foundation of Jiangxi Province(No.20252BAC250122)+2 种基金the Science and Technology Planning Project of Jiangxi Provincial Health Commission(No.202510055)Jiangxi Province Graduate Innovation Special Fund(No.YC2025-B211)Jiangxi Association for Science Education(No.2025KXJYS019).
文摘AIM:To identify differentially expressed genes(DEGs)in rabbits with traumatic proliferative vitreoretinopathy(PVR)using high-throughput sequencing(HTS).METHODS:Thirty-six rabbits were randomly allocated to the control group and the PVR group induced by scleral puncture.On the 28th day following modeling,fundus B-ultrasound and fundus photography were performed on all rabbits,and hematoxylin-eosin(HE)staining was conducted on retinal tissues.RNA sequencing(RNA-Seq)combined with bioinformatics analysis was used to screen PVRassociated DEGs.Gene Ontology(GO)functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis were carried out for the identified DEGs.S100A6,EDNRB and CEBPD were randomly selected for quantitative reverse transcription polymerase chain reaction(RT-qPCR)validation to verify the reliability of the RNA-Seq results.RESULTS:Fundus B-ultrasound,fundus photography and retinal HE staining confirmed the successful establishment of the traumatic PVR rabbit model.A total of 1587 DEGs were screened,of which 1094 were significantly up-regulated and 493 were significantly down-regulated.GO function enrichment analysis showed that these DEGs were mainly enriched in immune response,extracellular region and inflammatory response.KEGG pathway enrichment analysis showed that DEGs were mainly involved in the cytokine-cytokine receptor interaction and hematopoietic cell lineage pathway.RT-qPCR results showed that S100A6,CEBPD and EDNRB were significantly increased in PVR group.CONCLUSION:A large number of genes exhibit significant differential expression in rabbits with traumatic PVR,among which S100A6,CEBPD and EDNRB may play an important role in traumatic PVR.
基金supported by the National Key R&D Program of China(2022YFD1200400)the National Natural Science Foundation of China(32301851)。
文摘The pathogenesis-related protein PR10 plays a vital role in plant growth,development,and stress responses.This study systematically identified and analyzed PR10 genes in cultivated peanut(Arachis hypogaea L.),examining their phylogenetic relationships,conserved motifs,gene structures,and syntenic relationships.The analysis identified 54 Ah PR10 genes,which were classified into eight groups based on phylogenetic relationships,supported by gene structure and conserved motif characterization.Analysis of chromosomal distribution and synteny demonstrated that segmental duplications played a crucial role in the expansion of the Ah PR10 gene family.The identified Ah PR10 genes exhibited both constitutive and inducible expression patterns.Significantly,Ah PR10-7,Ah PR10-33,and Ah PR10-41 demonstrated potential importance in peanut resistance to Aspergillus flavus.In vitro fungistatic experiments demonstrated that recombinant Ah PR10-33 effectively inhibited A.flavus mycelial growth.These findings provide valuable insights for future investigations into Ah PR10 functions in protecting peanut from A.flavus infection.
文摘The primary role of the gastrointestinal tract in broiler chickens is nutrient assimilation,with transporter proteins facilitating the uptake of amino acids,peptides,monosaccharides,fatty acids,and minerals across the intestinal epithelium.Among these nutrient transporters,members of the solute carrier family are particularly important,and gene expression analyses targeting these transporters have provided informative insights into how birds adapt to diverse dietary,environmental,and physiological challenges to maintain nutrient homeostasis.These transporters are expressed either at the brush border membrane,where they facilitate the absorption of nutrients from the gut lumen into enterocytes,or at the basolateral membrane,where they mediate the transfer of nutrients from the enterocytes into the bloodstream.The expression of these transporters is influenced by a range of factors,including bird age,sex,intestinal segment,dietary substrate availability and source,as well as external stressors such as heat stress and pathogen exposure.While upregulation of transporter genes often suggests an enhanced capacity for nutrient uptake,it does not always correlate with improved growth performance,due to compensatory physiological responses and fluctuations in nutrient bioavailability.Understanding the regulation and functional dynamics of nutrient transporters presents valuable opportunities to develop targeted dietary and management strategies aimed at optimizing nutrient utilization and improving bird performance.This review summarizes current knowledge on the classification,function,and regulation of key nutrient transporters in broilers,highlights factors influencing their expression,and explores their implications for nutrition and production efficiency.
文摘While methodology for determining the mode of evolution in coding sequences has been well established,evaluation of adaptation events in emerging types of phenotype data needs further development.Here,we propose an analysis framework(expression variance decomposition,EVaDe)for comparative single-cell expression data based on phenotypic evolution theory.After decomposing the gene expression variance into separate components,we use two strategies to identify genes exhibiting large between-taxon expression divergence and small within-cell-type expression noise in certain cell types,attributing this pattern to putative adaptive evolution.In a dataset of primate prefrontal cortex,we find that such humanspecific key genes enrich with neurodevelopment-related functions,while most other genes exhibit neutral evolution patterns.Specific neuron types are found to harbor more of these key genes than other cell types,thus likely to have experienced more extensive adaptation.Reassuringly,at the molecular sequence level,the key genes are significantly associated with the rapidly evolving conserved non-coding elements.An additional case analysis comparing the naked mole-rat(NMR)with the mouse suggests that innateimmunity-related genes and cell types have undergone putative expression adaptation in NMR.Overall,the EVaDe framework may effectively probe adaptive evolution mode in single-cell expression data.
基金Supported by the Natural Science Foundation of Shandong Province(No.ZR2021QD110)the National Natural Science Foundation of China(No.42106128)。
文摘Due to the unique microstructure and diverse opsin genes of the trinocular compound eye,stomatopoda possess an extraordinary ability to perceive multiple properties of light.They not only can detect natural light(NL)and linearly polarized light(LPL),but also are the only animals capable of recognizing circularly polarized light(CPL).Here,we integrated single-cell RNA sequencing,previously published Illumina data,and in-situ hybridization(ISH)to quantify and localize functional opsin genes in Oratosquilla oratoria,a common stomatopoda species in the China Sea.A total of high-quality 31777 cells were captured for the first time in the O.oratoria compound eye,which were classified into 25 cell subpopulations,and hypothesized that cluster 22 is a critical cell subpopulation responsible for light(whether NL,LPL,or CPL)response in O.oratoria.Furthermore,we propose that the long-wavelengthsensitive opsin gene(lws)gene family,retinol dehydrogenase(rdh),voltage-gated ion channel(vgic),arrestin(arr),and myosin(myo)collectively mediate the light response in O.oratoria.Considering that very few vision-related opsin genes show differential expression in right-handed CPL(RCPL)-vs.-dark(DL),which provides additional evidence that stomatopoda cannot recognize RCPL.Meanwhile,we believe that UV-stimulated scaffold protein A(uvssa)and red pigment concentrating hormone(rpch)play special contributions in the left-handed CPL(LCPL)environment response.ISH revealing that 16 lws,6 middle-wavelength-sensitive(mws),and 2 ultraviolet(uv)opsin genes were expressed in the photoreceptors of the O.oratoria compound eye.Although the inability to determine the functional types of cell subpopulations limits the resolution of opsin genes,these findings systematically elucidate the specific expression patterns of opsin genes in O.oratoria and represent a significant step toward refining the visual ecological theory of O.oratoria and other stomatopod species.
基金supported by Central Public-interest Scientific Institution Basal Research Fund(CATAS-Nos.1630152023007,1630152023011,1630152023012,1630152023013)the National Natural Science Foundation of China(Grant No.32071805).
文摘Coconut(Cocos nucifera L.),a major oil and fruit crop of the Arecaceae family,is extensively cultivated across the Asia—Pacific region.Despite its agricultural importance,genome assembly in coconut remains challenging due to its large genome size and high proportion of repetitive sequences.Allele-specific expression(ASE)plays a key role in regulating plant development and evolution,yet research on ASE in coconut is limited(Shao et al.,2019;Li et al.,2021;Zhang et al.,2021;Hu et al.,2022).Among phenotypic traits,fruit color is especially important as an indicator of maturity,guiding harvest timing and post-harvest processes(Kapoor et al.,2022).While prior studies have explored various coconut traits such as salt tolerance,fiber content,and plant height(Wang et al.,2021;Yang et al.,2021),investigations into ASE and fruit color remain scarce.
文摘The prognostic and therapeutic roles of biological markers in early-stage breast cancer(eBC)warrant further investigation.Non-Breast Cancer(BRCA)genes,along with moderate-and low-penetrance breast cancer risk variant genes,are crucial formaintaining genome stability,yet their prognostic significance in eBCremains unclear.This study aimed to evaluate the impact of non-BRCA genes on clinical outcomes in eBC patients.Significant correlations were observed between the messenger ribonucleic acid(mRNA)expression levels of the genes Ataxia-telangiectasia mutated(ATM),Bloom helicase gene(BLM),and WRN RecQ Like Helicase(WRN)and patient prognosis.High mRNA expression of ATM was associated with longer metastasis-free survival(MFS).Conversely,lower mRNA expression of BLM correlated with favorable outcomes,particularly in triple-negative tumors.Additionally,high levels of WRN mRNA expression were linked to significantly longer MFS compared to low expression levels.This study highlights the prognostic significance of ATM,BLM,and WRN in predicting survival outcomes in eBC patients.Background:The prognostic significance of various biological and non-BRCA genetic in early-stage breast cancer(eBC)remains unclear and warrants further investigation.This study therefore aimed to evaluate the prognostic impact of these genes on clinical outcomes in breast cancer.Methods:Patients included in this study were subdivided into two groups based on low and high messenger ribonucleic acid(mRNA)expression levels.Statistical analysis,including Kaplan-Meier curves,univariable,andmultivariable Cox regression analyses,was performed to assess metastasis-free survival(MFS)of mRNA expression of non-BRCA genes.Subgroup analyses were also conducted among four different molecular subtypes of eBC.Results:Our analysis revealed significant correlations between mRNA-expression levels of Ataxiatelangiectasia mutated(ATM),Bloom helicase gene(BLM),and WRN RecQ Like Helicase(WRN)and patient prognosis.High mRNA expression of ATM correlated with longer MFS in the entire cohort(p=0.022,Log Rank),and in luminal-B-like tumors(p=0.036).Lower mRNA expression of BLM was associated with favorable outcomes(p=0.011,Log Rank),particularly in triple-negative eBC(p=0.030,Log Rank).Finally,high levels of WRN mRNA expression correlated with significantly longerMFS compared to lowmRNA expression levels(p=0.009,Log Rank).Conclusions:This study underscores the prognostic significance of moderate penetrance breast cancer risk variant genes,such as ATM,BLM,and WRN,for survival outcomes in eBC.
文摘Since its discovery in the 1980s,the insect cell-baculovirus expression vector system(IC-BEVS)has been widely used in biomedical applications,such as recombinant protein expression,drug screening,vaccine development,gene therapy and so on[1].As a eukaryotic system,IC-BEVS has great development prospects due to its advantages such as high safety,simple operation,simultaneous expression of multi-subunit proteins,and suitability for large-scale cultivation[2].
文摘DB-1310 and trastuzumab synergistically inhibit breast cancer(BC)cell proliferation in vitro.HER3 overexpression has been described in patients with HER2-positive BC1.We determined the levels of HER2 and HER3 expression in BC using RNA-seq data from 1,082 BC patient samples in the TCGA dataset and 67 BC cell lines in the CCLE database(Supplementary material 1).
基金Supported by Shanxi Provincial Key Research and Development Plan Project,No.2020ZDLSF01-02Doctor Foundation of the Second Affiliated Hospital of Xi’an Medical University,No.X2Y-R11.
文摘Intracerebral hemorrhage(ICH)is a common severe emergency in neurosurgery,causing tremendous economic pressure on families and society and devastating effects on patients both physically and psychologically,especially among patients with poor functional outcomes.ICH is often accompanied by decreased consciousness and limb dysfunction.This seriously affects patients’ability to live independently.Although rapid advances in neurosurgery have greatly improved patient survival,there remains insufficient evidence that surgical treatment significantly improves long-term outcomes.With in-depth pathophysiological studies after ICH,increasing evidence has shown that secondary injury after ICH is related to long-term prognosis and that the key to secondary injury is various immune-mediated neuroinflammatory reactions after ICH.In basic and clinical studies of various systemic inflammatory diseases,triggering receptor expressed on myeloid cells 1/2(TREM-1/2),and the TREM receptor family is closely related to the inflammatory response.Various inflammatory diseases can be upregulated and downregulated through receptor intervention.How the TREM receptor functions after ICH,the types of results from intervention,and whether the outcomes can improve secondary brain injury and the long-term prognosis of patients are unknown.An analysis of relevant research results from basic and clinical trials revealed that the inhibition of TREM-1 and the activation of TREM-2 can alleviate the neuroinflammatory immune response,significantly improve the long-term prognosis of neurological function in patients with cerebral hemorrhage,and thus improve the ability of patients to live independently.
基金supported by China Academy of Railway Sciences Corporation Limited(No.2021YJ127).
文摘Artificial intelligence,such as deep learning technology,has advanced the study of facial expression recognition since facial expression carries rich emotional information and is significant for many naturalistic situations.To pursue a high facial expression recognition accuracy,the network model of deep learning is generally designed to be very deep while the model’s real-time performance is typically constrained and limited.With MobileNetV3,a lightweight model with a good accuracy,a further study is conducted by adding a basic ResNet module to each of its existing modules and an SSH(Single Stage Headless Face Detector)context module to expand the model’s perceptual field.In this article,the enhanced model named Res-MobileNetV3,could alleviate the subpar of real-time performance and compress the size of large network models,which can process information at a rate of up to 33 frames per second.Although the improved model has been verified to be slightly inferior to the current state-of-the-art method in aspect of accuracy rate on the publically available face expression datasets,it can bring a good balance on accuracy,real-time performance,model size and model complexity in practical applications.
基金supported by the Central Public-Interest Scientific Institution Basal Research Fund,China(Grant No.CPSIBRF-CNRRI-202403)。
文摘Rice is a poor source of folate,an essential micronutrient for the body.Biofortification offers an effective way to enhance the folate content of rice and alleviate folate deficiencies in humans.In this study,we confirmed that OsADCS and OsGTPCHI,encoding the initial enzymes necessary for folate synthesis,positively regulate folate accumulation in knockout mutants of both japonica and indica rice backgrounds.The folate content in the low-folate japonica variety was slightly increased by the expression of the indica alleles driven by the endosperm-specific promoter.We further obtained co-expression lines by stacking OsADCS and OsGTPCHI genes;the folate accumulation in brown rice and polished rice reached 5.65μg/g and 2.95μg/g,respectively,representing 37.9-fold and 26.5-fold increases compared with the wild type.Transcriptomic analysis of rice grains from six transgenic lines showed that folate changes affected biological pathways involved in the synthesis and metabolism of rice seed storage substances,while the expression of other folate synthesis genes was weakly regulated.In addition,we identified Aus rice as a high-folate germplasm carrying superior haplotypes of OsADCS and OsGTPCHI through natural variation.This study provides an alternative and effective complementary strategy for rice biofortification,promoting the rational combination of metabolic engineering and conventional breeding to breed high-folate varieties.
基金2024 Provincial Teaching Reform Program for Graduate Students in the Second Batch of the 14th Five-Year Plan of Zhejiang Provincial Office of Education:Innovation and Practice of“Six Synergistic”Graduate Teaching Guided by Educator’s Spirit(No.JGCG2024406)Key Project of Zhejiang Provincial Education Science Planning:Research on an interdisciplinary teaching model to promote students’computational thinking from multiple analytical perspectives[No.2025SB103].
文摘Oral expression skills play an essential role in the development of EFL students’language abilities,and how to improve EFL students’oral expression skills is an essential and challenging task.This study adopts a quasi-experimental research method to carry out the research and proposes an AI-based reflective dialogue model.Based on this,an analysis of the impact brought by this model on EFL students’oral expression performance and learning anxiety levels.The results show that students in the experimental group have significantly higher oral expression performance than those in the control group in the three dimensions of grammatical accuracy,expressive fluency,and word accuracy.In addition,the students in the experimental group produced facilitated anxiety after using the AI-based reflective dialogue model for oral expression learning,which prompted the students to learn more diligently.
