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Optimizing Cancer Classification and Gene Discovery with an Adaptive Learning Search Algorithm for Microarray Analysis
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作者 Chiwen Qu Heng Yao +1 位作者 Tingjiang Pan Zenghui Lu 《Journal of Bionic Engineering》 2025年第2期901-930,共30页
DNA microarrays, a cornerstone in biomedicine, measure gene expression across thousands to tens of thousands of genes. Identifying the genes vital for accurate cancer classification is a key challenge. Here, we presen... DNA microarrays, a cornerstone in biomedicine, measure gene expression across thousands to tens of thousands of genes. Identifying the genes vital for accurate cancer classification is a key challenge. Here, we present Fs-LSA (F-score based Learning Search Algorithm), a novel gene selection algorithm designed to enhance the precision and efficiency of target gene identification from microarray data for cancer classification. This algorithm is divided into two phases: the first leverages F-score values to prioritize and select feature genes with the most significant differential expression;the second phase introduces our Learning Search Algorithm (LSA), which harnesses swarm intelligence to identify the optimal subset among the remaining genes. Inspired by human social learning, LSA integrates historical data and collective intelligence for a thorough search, with a dynamic control mechanism that balances exploration and refinement, thereby enhancing the gene selection process. We conducted a rigorous validation of Fs-LSA’s performance using eight publicly available cancer microarray expression datasets. Fs-LSA achieved accuracy, precision, sensitivity, and F1-score values of 0.9932, 0.9923, 0.9962, and 0.994, respectively. Comparative analyses with state-of-the-art algorithms revealed Fs-LSA’s superior performance in terms of simplicity and efficiency. Additionally, we validated the algorithm’s efficacy independently using glioblastoma data from GEO and TCGA databases. It was significantly superior to those of the comparison algorithms. Importantly, the driver genes identified by Fs-LSA were instrumental in developing a predictive model as an independent prognostic indicator for glioblastoma, underscoring Fs-LSA’s transformative potential in genomics and personalized medicine. 展开更多
关键词 gene selection Learning search algorithm gene expression data CLASSIFICATION
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Schizophrenia:Genetics,neurological mechanisms,and therapeutic approaches 被引量:1
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作者 Debbie Xiu En Lim Shi Yun Yeo +3 位作者 Zhen You Ashley Chia Aaron Zefrin Fernandis Jimmy Lee John Jia En Chua 《Neural Regeneration Research》 2026年第3期1089-1103,共15页
Schizophrenia is a complex psychiatric disorder marked by positive and negative symptoms,leading to mood disturbances,cognitive impairments,and social withdrawal.While anti-psychotic medications remain the cornerstone... Schizophrenia is a complex psychiatric disorder marked by positive and negative symptoms,leading to mood disturbances,cognitive impairments,and social withdrawal.While anti-psychotic medications remain the cornerstone of treatment,they often fail to fully address certain symptoms.Additionally,treatment-resistant schizophrenia,affecting 30%-40%of patients,remains a substantial clinical challenge.Positive,negative symptoms and cognitive impairments have been linked to disruptions in the glutamatergic,serotonin,GABAergic,and muscarinic pathways in the brain.Recent advances using genome-wide association study and other approaches have uncovered a significant number of new schizophrenia risk genes that uncovered new,and reinforced prior,concepts on the genetic and neurological underpinnings of schizophrenia,including abnormalities in synaptic function,immune processes,and lipid metabolism.Concurrently,new therapeutics targeting different modalities,which are expected to address some of the limitations of anti-psychotic drugs currently being offered to patients,are currently being evaluated.Collectively,these efforts provide new momentum for the next phase of schizophrenia research and treatment. 展开更多
关键词 NEUROINFLAMMATION neuropsychiatric disorders neurotransmitter pathways schizophrenia risk genes treatment resistance
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Anti-inflammatory mechanisms of Hedysarum polybotrys polysaccharide in endotoxin-induced uveitis:insights into candidate genes and pathways
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作者 Shuo Yu Jin-Yi Yu +3 位作者 Xin-Li Liu Jing Wang Shi-Lan Feng Hong Lu 《International Journal of Ophthalmology(English edition)》 2026年第2期230-238,共9页
AIM:To identify key genes and inflammatory signaling pathways involved in the anti-inflammatory effects of Hedysarum polybotrys polysaccharide(HPS)in a rat model of endotoxin-induced uveitis(EIU).METHODS:EIU was induc... AIM:To identify key genes and inflammatory signaling pathways involved in the anti-inflammatory effects of Hedysarum polybotrys polysaccharide(HPS)in a rat model of endotoxin-induced uveitis(EIU).METHODS:EIU was induced in Wistar rats through subcutaneous injection of lipopolysaccharide(LPS,200μg)and the rats were then randomly assigned to EIU group(n=5)and the HPS intervention group(n=5).HPS(400 mg/kg,intraperitoneally)or its carrier was administered 24h and 1h prior to EIU induction.Eyes were examined and enucleated 24h post-induction,and total RNA was extracted from the iris-ciliary body.Gene expression microarrays were used to identify differentially expressed genes(DEGs),followed by bioinformatics analyses,including gene ontology(GO)and pathway analysis.Key findings were not experimentally validated at the mRNA or protein level.RESULTS:A total of 322 DEGs were identified,comprising 254 mRNA and 68 lncRNA genes.GO analysis revealed significant functional categories,including response to LPS.Pathway analysis identified key signaling pathways involved in uveitis,such as cytokine-cytokine receptor interactions.Notably,16 mRNA and 7 lncRNA DEGs emerged as central nodes in the gene correlation network.CONCLUSION:HPS exerts its anti-inflammatory effects through coordinated signaling pathways,offering insights into potential therapeutic targets for managing uveitis. 展开更多
关键词 differentially expressed genes Hedysarum polybotrys polysaccharide endotoxin-induced uveitis lncRNA gene expression microarray
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Systematic evaluation of reference gene stability across tissues and sexes in cuttlefish(Sepiella japonica)
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作者 LI Shuang GU Min +5 位作者 YE Xiaowen YE Bin LIU Siyu YU Jia ZHOU Xu CHI Changfeng 《水产学报》 北大核心 2026年第2期26-49,共24页
Quantitative real-time PCR(qPCR)is widely used for gene expression analysis,but its accuracy critically depends on stable internal reference genes for normalization.In marine invertebrates,especially non-model taxa su... Quantitative real-time PCR(qPCR)is widely used for gene expression analysis,but its accuracy critically depends on stable internal reference genes for normalization.In marine invertebrates,especially non-model taxa such as cephalopods,systematic evaluation of reference genes is limited,leading to potential bias.The cuttlefish Sepiella japonica is ecologically and economically important in China,yet previous molecular studies have often relied on single unvalidated reference genes,which may compromise data reliability.This study aimed to systematically evaluate the stability of five commonly used reference genes(18S,ef-1α,ef-1γ,gapdh,andβ-actin)across multiple tissues and sexes of S.japonica,and to identify the most suitable reference genes and optimal number for qPCR normalization.Fifteen to sixteen tissue types were collected from ten healthy adults(five males and five females).Total RNA was extracted,reverse-transcribed,and analyzed by qPCR.Gene stability was assessed using four algorithms(geNorm,NormFinder,BestKeeper,andΔCt)integrated with RefFinder,and the optimal gene number was determined using geNorm pairwise variation(V_(n/n+1)<0.15).Four transcriptome-derived genes(creld2,cd109,acy1,and miox)were used for validation.The C_(t)values of the five genes ranged from 15.47 to 20.83.β-actin and gapdh showed pronounced variability in expression stability among tissues and sexes,indicating their limited suitability for normalization.18S exhibited the highest expression(mean C_(t):15.47-16.29)and lowest variability but displayed sex-biased expression,whereas ef-1αand ef-1γremained consistently stable across most tissues in both sexes,with ef-1αbeing the most robust and showing no sex-related bias.Although specific rankings varied among tissues and sexes,the comprehensive results indicated that ef-1αand ef-1γpossessed the highest overall stability,followed by 18S,whileβ-actin and gapdh were the least stable.The final comprehensive rankings were ef-1γ>ef-1α>18S>gapdh>β-actin(male)and ef-1α>ef-1γ>18S>gapdh>β-actin(female).geNorm analysis(V2/3<0.15)indicated that two genes,mainly ef-1αand ef-1γ,were generally sufficient for reliable normalization in most tissues.Validation confirmed that normalization using the stable ef-1αand ef-1γaccurately reflected the expression differences among tissues,whereasβ-actin and gapdh can bias or confound statistical analyses.ef-1αand ef-1γare identified as the most reliable reference gene combination for qPCR analysis in S.japonica,while 18S can serve as an auxiliary gene for within-sex comparisons.The use ofβ-actin or gapdh alone is not recommended.This study establishes a systematic framework for selecting reliable reference genes in S.japonica,thereby facilitating robust qPCR normalization and providing a foundation for future gene expression research in S.japonica and other cephalopods. 展开更多
关键词 Sepiella japonica reference genes qPCR expression stability RefFinder
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Breaking Through Oral Gene Delivery Barriers:Peptide Nanocarriers Delivering CAR Genes for Targeted Pancreatic Cancer Therapy
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作者 YIN Ting 《生物化学与生物物理进展》 北大核心 2026年第2期273-274,共2页
A recently published study(Xin et al.,Prog Biochem Biophys,2026,53(2):431-441.DOI:10.3724/j.pibb.2025.0508)addresses the therapeutic challenges of pancreatic ductal adenocarcinoma(PDAC)by innovatively developing an or... A recently published study(Xin et al.,Prog Biochem Biophys,2026,53(2):431-441.DOI:10.3724/j.pibb.2025.0508)addresses the therapeutic challenges of pancreatic ductal adenocarcinoma(PDAC)by innovatively developing an orally administered nanogene delivery system.Designed to achieve in situ,efficient delivery of chimeric antigen receptor(CAR)genes to tumor sites,this approach offers a novel strategy for CAR-macrophage(CAR-M)based immunotherapy.Its key highlights are as follows. 展开更多
关键词 targeted pancreatic cancer therapy situ delivery orally administered nanogene delivery systemdesigned car genes pancreatic ductal adenocarcinoma pdac oral gene delivery chimeric antigen receptor peptide nanocarriers
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Genetic analysis of Han-Chinese patients with isolated congenital ptosis
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作者 Qian-Ling Zhang La-Mei Yuan +4 位作者 Xin-Yue Deng Wen Zheng Jun-Hui Yi Hong-Bo Xu Hao Deng 《International Journal of Ophthalmology(English edition)》 2026年第1期34-41,共8页
AIM:To conduct a genetic analysis of Han-Chinese patients with isolated congenital ptosis(ICP)and identify the genetic variants related to the condition.METHODS:Sixty-five unrelated patients with ICP were enrolled.Com... AIM:To conduct a genetic analysis of Han-Chinese patients with isolated congenital ptosis(ICP)and identify the genetic variants related to the condition.METHODS:Sixty-five unrelated patients with ICP were enrolled.Comprehensive clinical examinations,whole exome sequencing(WES),and Sanger sequencing were used to reveal the potential genetic causes.Combined with public and in-house control databases,multiple bioinformatics prediction tools,and conservation analysis,the potential variants were further analyzed.AlphaFold 3,an accurate modelling prediction tool,was utilized to generate three-dimensional structural models of both wild-type and mutated proteins.RESULTS:Three novel heterozygous variants in the zinc finger homeobox 4 gene(ZFHX4),c.5145C>A(p.N1715K),c.10382C>T(p.A3461V),and c.10795G>A(p.A3599T),were identified in three patients,respectively.Bioinformatics analyses suggested that these variants are likely to exert deleterious effects,supporting their potential involvement in the pathogenesis of ptosis.CONCLUSION:The novel heterozygous ZFHX4 variants are identified as disease-associated variants in three patients with ptosis,suggesting that ZFHX4 may be a disease-causing gene for autosomal dominant ICP with incomplete penetrance or a susceptibility gene.These findings expand the variant spectrum of ZFHX4,improve understanding of the pathogenesis of ZFHX4-related ptosis,and may contribute to the genetic counseling and disease management,as well as the development of experimental treatments. 展开更多
关键词 PTOSIS ZFHX4 missense variants diseasecausing gene susceptibility gene
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Regulatory T cells in neurological disorders and tissue regeneration:Mechanisms of action and therapeutic potentials 被引量:1
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作者 Jing Jie Xiaomin Yao +5 位作者 Hui Deng Yuxiang Zhou Xingyu Jiang Xiu Dai Yumin Yang Pengxiang Yang 《Neural Regeneration Research》 2026年第4期1277-1291,共15页
Regulatory T cells,a subset of CD4^(+)T cells,play a critical role in maintaining immune tolerance and tissue homeostasis due to their potent immunosuppressive properties.Recent advances in research have highlighted t... Regulatory T cells,a subset of CD4^(+)T cells,play a critical role in maintaining immune tolerance and tissue homeostasis due to their potent immunosuppressive properties.Recent advances in research have highlighted the important therapeutic potential of Tregs in neurological diseases and tissue repair,emphasizing their multifaceted roles in immune regulation.This review aims to summarize and analyze the mechanisms of action and therapeutic potential of Tregs in relation to neurological diseases and neural regeneration.Beyond their classical immune-regulatory functions,emerging evidence points to non-immune mechanisms of regulatory T cells,particularly their interactions with stem cells and other non-immune cells.These interactions contribute to optimizing the repair microenvironment and promoting tissue repair and nerve regeneration,positioning non-immune pathways as a promising direction for future research.By modulating immune and non-immune cells,including neurons and glia within neural tissues,Tregs have demonstrated remarkable efficacy in enhancing regeneration in the central and peripheral nervous systems.Preclinical studies have revealed that Treg cells interact with neurons,glial cells,and other neural components to mitigate inflammatory damage and support functional recovery.Current mechanistic studies show that Tregs can significantly promote neural repair and functional recovery by regulating inflammatory responses and the local immune microenvironment.However,research on the mechanistic roles of regulatory T cells in other diseases remains limited,highlighting substantial gaps and opportunities for exploration in this field.Laboratory and clinical studies have further advanced the application of regulatory T cells.Technical advances have enabled efficient isolation,ex vivo expansion and functionalization,and adoptive transfer of regulatory T cells,with efficacy validated in animal models.Innovative strategies,including gene editing,cell-free technologies,biomaterial-based recruitment,and in situ delivery have expanded the therapeutic potential of regulatory T cells.Gene editing enables precise functional optimization,while biomaterial and in situ delivery technologies enhance their accumulation and efficacy at target sites.These advancements not only improve the immune-regulatory capacity of regulatory T cells but also significantly enhance their role in tissue repair.By leveraging the pivotal and diverse functions of Tregs in immune modulation and tissue repair,regulatory T cells–based therapies may lead to transformative breakthroughs in the treatment of neurological diseases. 展开更多
关键词 demyelinating diseases gene editing immune regulation immune tolerance neural regeneration neurological diseases non-immune mechanisms regulatory T cells stem cells STROKE tissue homeostasis tissue repair
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How do nanomaterials influence the spread of antibiotic resistance genes in aquatic environments?
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作者 Yun Bai Shengnan Li Shih-Hsin Ho 《Chinese Chemical Letters》 2026年第1期186-197,共12页
Antibiotic resistance genes(ARGs) are recognized as a primary threat to the sustainability of environment and human health in the 21^(st) century.Nanomaterials(NMs) have attracted substantial attention due to their un... Antibiotic resistance genes(ARGs) are recognized as a primary threat to the sustainability of environment and human health in the 21^(st) century.Nanomaterials(NMs) have attracted substantial attention due to their unique dimensions and structures.Unfortunately,emerging evidence suggests that NMs may facilitate the transmission of ARGs.It is crucial to elucidate how NMs affect the evolution and dissemination of ARGs.The current review comprehensively examines the role of NMs in the widespread transmission of ARGs in aquatic environments and the underlying mechanisms involved in the process.It aims to clarify the effects and mechanisms of NMs on the horizontal gene transfer processes that are associated with ARGs,including the enhancement of cell membrane permeability,the formation of nanopores on membranes,promotion of mutagenesis,and the generation of reactive oxygen species(ROSs).Furthermore,the trade-off between the removal of ARGs and horizontal transfer has been elucidated.The review aspires to guide future research directions,advance knowledge on the implications of NMs in the field of ARGs' transmission,and provide a theoretical foundation for the development of safer and more effective applications of NMs. 展开更多
关键词 Antibiotic resistance genes Antibiotic resistance bacteria NANOMATERIALS Horizontal gene transfer Aquatic environments
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Genetic diversity and population structure of the Fujian oyster Crassostrea angulata revealed by mitochondrial COI gene and nuclear gene ITS2 sequences
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作者 Shiqi YU Ziqiang HAN Huayong QUE 《Journal of Oceanology and Limnology》 2026年第1期419-432,共14页
The Fujian oyster(Crassostrea angulata) is an economically significant shellfish species distributed mainly along the Fujian coast, Southeast China. However, its genetic diversity and structure remain unclear. The mai... The Fujian oyster(Crassostrea angulata) is an economically significant shellfish species distributed mainly along the Fujian coast, Southeast China. However, its genetic diversity and structure remain unclear. The main distribution area of the C. angulata is located in Fujian, South China. In total, 420 C. angulata were collected from 14 natural habitats(populations) along the Fujian coast, and their genetic diversity and structure were analyzed in the mitochondrial COI and nuclear gene ITS2 sequences. Results reveal that all the 14 populations of C. angulata exhibited high levels of genetic diversity, with a total of 57(haplotype diversity: 0.811±0.016) and 124(haplotype diversity: 0.912±0.007) haplotypes revealed by COI and ITS2, respectively. Notably, significant intermediate level of genetic differentiations between the Ningde Zhujiang(ZJ) population(FS T by COI: 0.035–0.142, P<0.05;FS T by ITS2: 0.078–0.123, P<0.05) with other populations were observed for the first time, which is also supported by the results of molecular variance analysis(FC T by COI: 0.105, P<0.05;FC T by ITS2: 0.086, P<0.05) and the clustering of the ZJ population into distinct branches in the interpopulation genetic differentiation tree. Furthermore, the evolutionary tree and haplotype network analyses do not support the formation of a clear geographical genealogical structure among these 14 populations. In addition, the population dynamics analysis suggests that the C. angulata may have undergone expansion during the third ice age of the Pleistocene. These results provide a reference for the preservation and further genetic improvement of C. angulata. 展开更多
关键词 Crassostrea angulata genetic diversity population structure mitochondrial COⅠgene nuclear gene ITS2 sequence
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Innovative gene delivery systems for retinal disease therapy
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作者 Hongguang Wu Ling Dong +2 位作者 Shibo Jin Yongwang Zhao Lili Zhu 《Neural Regeneration Research》 2026年第2期542-552,共11页
The human retina,a complex and highly specialized structure,includes multiple cell types that work synergistically to generate and transmit visual signals.However,genetic predisposition or age-related degeneration can... The human retina,a complex and highly specialized structure,includes multiple cell types that work synergistically to generate and transmit visual signals.However,genetic predisposition or age-related degeneration can lead to retinal damage that severely impairs vision or causes blindness.Treatment options for retinal diseases are limited,and there is an urgent need for innovative therapeutic strategies.Cell and gene therapies are promising because of the efficacy of delivery systems that transport therapeutic genes to targeted retinal cells.Gene delivery systems hold great promise for treating retinal diseases by enabling the targeted delivery of therapeutic genes to affected cells or by converting endogenous cells into functional ones to facilitate nerve regeneration,potentially restoring vision.This review focuses on two principal categories of gene delivery vectors used in the treatment of retinal diseases:viral and non-viral systems.Viral vectors,including lentiviruses and adeno-associated viruses,exploit the innate ability of viruses to infiltrate cells,which is followed by the introduction of therapeutic genetic material into target cells for gene correction.Lentiviruses can accommodate exogenous genes up to 8 kb in length,but their mechanism of integration into the host genome presents insertion mutation risks.Conversely,adeno-associated viruses are safer,as they exist as episomes in the nucleus,yet their limited packaging capacity constrains their application to a narrower spectrum of diseases,which necessitates the exploration of alternative delivery methods.In parallel,progress has also occurred in the development of novel non-viral delivery systems,particularly those based on liposomal technology.Manipulation of the ratios of hydrophilic and hydrophobic molecules within liposomes and the development of new lipid formulations have led to the creation of advanced non-viral vectors.These innovative systems include solid lipid nanoparticles,polymer nanoparticles,dendrimers,polymeric micelles,and polymeric nanoparticles.Compared with their viral counterparts,non-viral delivery systems offer markedly enhanced loading capacities that enable the direct delivery of nucleic acids,mRNA,or protein molecules into cells.This bypasses the need for DNA transcription and processing,which significantly enhances therapeutic efficiency.Nevertheless,the immunogenic potential and accumulation toxicity associated with non-viral particulate systems necessitates continued optimization to reduce adverse effects in vivo.This review explores the various delivery systems for retinal therapies and retinal nerve regeneration,and details the characteristics,advantages,limitations,and clinical applications of each vector type.By systematically outlining these factors,our goal is to guide the selection of the optimal delivery tool for a specific retinal disease,which will enhance treatment efficacy and improve patient outcomes while paving the way for more effective and targeted therapeutic interventions. 展开更多
关键词 adeno-associated viruses delivery systems gene delivery gene therapy LENTIVIRUS nanoparticle delivery non-viral delivery retinal disease RETINA small molecular delivery
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Functional genes associated with the occurrence of mycotoxins produced by Aspergillus in foods
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作者 Mei Gu Can Liu +4 位作者 Xiaofeng Yue Du Wang Xiaoqian Tang Qi Zhang Peiwu Li 《Journal of Integrative Agriculture》 2026年第2期585-601,共17页
Aspergillus species are ubiquitous fungi that produce mycotoxins(secondary metabolites)known as sterigmatocystin and aflatoxins in many different kinds of foods,which leads to serious contamination in agricultural pro... Aspergillus species are ubiquitous fungi that produce mycotoxins(secondary metabolites)known as sterigmatocystin and aflatoxins in many different kinds of foods,which leads to serious contamination in agricultural products,thereby endangering human health.Extensive studies on Aspergillus fungi have been conducted on growth and development,aflatoxin biosynthesis,and their interactions with environment.Here,we summarized a series of functional genes of the main Aspergillus fungi relative to toxins occurrence in foods,which revealed the signal transduction mechanisms of their involvement in growth and development,toxin production,and response to light,anticipating providing theoretical guidance on developing control and prevention technologies for mycotoxin contamination in agricultural products to ensure food safety. 展开更多
关键词 functional genes ASPERGILLUS AFLATOXIN DEVELOPMENT
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Preliminary Study on Screening Loquat Hybrid Seedlings for Flesh Color Using PSY Gene Molecular Markers
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作者 Ling LIN Zhenyu PENG +9 位作者 Wei SONG Jianbing HE Zhuoxi LI Shousheng ZHONG Meng CHEN Danli WEI Xinyue YU Xiaolei JIAO Liang CHEN Lun SU 《Asian Agricultural Research》 2026年第2期27-29,共3页
[Objectives]To distinguish loquat flesh color,thereby guiding early-age selection in loquat hybrid progeny.[Methods]Molecular markers based on the phytoene synthase gene(PSY)of loquat were applied to a hybrid progeny ... [Objectives]To distinguish loquat flesh color,thereby guiding early-age selection in loquat hybrid progeny.[Methods]Molecular markers based on the phytoene synthase gene(PSY)of loquat were applied to a hybrid progeny population derived from a cross between‘Zaozhong 6’and a local wild white-fleshed loquat resource‘DB1’.[Results]Among the 49 hybrid progeny,24 were identified as white-fleshed loquat resources and 25 as yellow-fleshed loquat resources.[Conclusions]The molecular marker of the PSY gene can effectively distinguish loquat flesh color and is of significant importance for guiding early-age selection in loquat hybrid breeding. 展开更多
关键词 PSY gene Molecular MARKER LOQUAT FLESH color
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Mechanism of Pleiotropic Gene OsSP3 Regulating Root Development in Rice
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作者 YE Jing LIANG Chuyan +3 位作者 ZHAI Rongrong WU Mingming ZHANG Xiaoming YE Shenghai 《Rice science》 2026年第1期1-4,I0001-I0007,共11页
The shift from seedling transplanting to direct-seeding cultivation in rice demands robust root systems for early seedling establishment and yield stability.While the pleiotropic gene OsSP3(also designated TAC4 or SG2... The shift from seedling transplanting to direct-seeding cultivation in rice demands robust root systems for early seedling establishment and yield stability.While the pleiotropic gene OsSP3(also designated TAC4 or SG2)is known to regulate aboveground traits,including tiller angle,grain size,and panicle development,its function in root morphogenesis remains uncharacterized. 展开更多
关键词 pleiotropic gene seedling transplanting OSSP root development direct seeding cultivation root morphogenesis pleiotropic gene ossp also robust root systems
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Prognostic Significance of DNA Repair Gene mRNA Expression in Early-Stage Breast Cancer:Insights into Clinical Relevance
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作者 Ina Shehaj Slavomir Krajnak +7 位作者 Katrin Almstedt Yaman Degirmenci Roxana Schwab Kathrin Stewen Walburgis Brenner Annette Hasenburg Marcus Schmidt Anne-Sophie Heimes 《Oncology Research》 2026年第3期365-386,共22页
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
关键词 Ataxia-telangiectasia mutated(ATM) Bloom helicase gene(BLM) WRN RecQ Like Helicase(WRN) breast cancer(BC) gene expression analyses survival
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A bacterial type-II toxin-antitoxin-mediated gene amplification system in Saccharomyces cerevisiae
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作者 Samuel Evans Zeyu Lu +12 位作者 Liam McDonnell Will Anderson Francisco Peralta Tyson Watkins Hafna Ahmed Carlos Horacio Luna-Flores Thomas Loan Laura Navone Matt Trau Colin Scott Robert E*Speight Claudia E*Vickers Bingyin Peng 《Life Research》 2026年第1期5-16,共12页
Background:Tandem gene repeats naturally occur as important genomic features and determine many traits in living organisms,like human diseases and microbial productivities of target bioproducts.Methods:Here,we develop... Background:Tandem gene repeats naturally occur as important genomic features and determine many traits in living organisms,like human diseases and microbial productivities of target bioproducts.Methods:Here,we developed a bacterial type-II toxin-antitoxin-mediated method to manipulate genomic integration of tandem gene repeats in Saccharomyces cerevisiae and further visualised the evolutionary trajectories of gene repeats.We designed a tri-vector system to introduce toxin-antitoxin-driven gene amplification modules.Results:This system delivered multi-copy gene integration in the form of tandem gene repeats spontaneously and independently from toxin-antitoxin-mediated selection.Inducing the toxin(RelE)expressing via a copper(II)-inducible CUP1 promoter successfully drove the in-situ gene amplification of the antitoxin(RelB)module,resulting in~40 copies of a green fluorescence reporter gene per copy of genome.Copy-number changes,copy-number increase and copy-number decrease,and stable maintenance were visualised using the green fluorescence protein and blue chromoprotein AeBlue as reporters.Copy-number increases happened spontaneously and independent on a selection pressure.Increased copy number was quickly enriched through toxin-antitoxin-mediated selection.Conclusion:In summary,the bacterial toxin-antitoxin systems provide a flexible mechanism to manipulate gene copy number in eukaryotic cells and can be exploited for synthetic biology and metabolic engineering applications. 展开更多
关键词 tandem repeats gene amplification TOXIN-ANTITOXIN genetic dosage genome evolution
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Identification of DEAD-box RNA helicase genes in Prunus mume reveals the role of PmDDX39 in cold stress tolerance
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作者 Runtian Miao Dongqing Fan +6 位作者 Hao Wu Junhong Du Haoning Wang Yuehua Cui Tangren Cheng Qixiang Zhang Lidan Sun 《Horticultural Plant Journal》 2026年第2期431-446,共16页
As a large family of RNA helicases,DEAD-box(DDX)RNA helicases play crucial roles in almost all cellular RNA processing activities.However,the role of the DDX gene family in cold tolerance of mei(Prunus mume)remains un... As a large family of RNA helicases,DEAD-box(DDX)RNA helicases play crucial roles in almost all cellular RNA processing activities.However,the role of the DDX gene family in cold tolerance of mei(Prunus mume)remains unclear.In this study,we identified 45 DDX genes through whole-genome analysis unevenly distributed across eight chromosomes and scaffolds of mei.Based on the phylogenetic tree and gene structure analysis,the DDX genes were classified into nine subfamilies based on their motif compositions and intron-exon structures.The results of synteny analysis showed that segmental duplication was considered a major factor contributing to the amplification of the PmDDX family.RNA-Seq and qRT-PCR results revealed differential expression of PmDDX genes under cold stress.Among these,PmDDX39 was significantly up-regulated under cold stress,suggesting its positive role in modulating mei cold tolerance.We found that silenced PmDDX39 under cold stress led to greater damage than the wild seedlings via virus-induced gene silencing(VIGS).Conversely,overexpression of PmDDX39 in Arabidopsis enhanced cold stress tolerance.Moreover,dual luciferase and yeast one-hybrid(Y1H)demonstrated that PmDDX39 directly activates the expression of the C-repeat binding factor(PmCBFf)by binding to its promoters.This study provides new insights into the structure,evolution,and functional role of the PmDDX gene family in mei responses to cold stress. 展开更多
关键词 MEI DEAD-box RNA helicases gene family SILENCING OVEREXPRESSION Cold stress
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Analysis ofβ-furanosidase Activity and Gene Expression in the Midgut of Fifth-instar Silkworm(Bombyx mori)Larvae
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作者 Weike YANG Changxiong HU +2 位作者 Qiongyan LI Zenghu LIU Fenfen TANG 《Agricultural Biotechnology》 2026年第1期1-4,共4页
[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
关键词 Bombyx mori Β-FRUCTOFURANOSIDASE BmSuc1 BmSuc2 gene expression
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toGC:A pipeline to correct gene model for functional excavation of dark GPCRs in Phytophthora sojae
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作者 Min Qiu Chun Yan +6 位作者 Huaibo Li Haiyang Zhao Siqun Tu Yaru Sun Saijiang Yong Ming Wang Yuanchao Wang 《Journal of Integrative Agriculture》 2026年第1期150-156,共7页
The accuracy of genomic annotation is crucial for subsequent functional investigations;however,computational protocols used in high-throughput annotation of open reading frames(ORFs)can introduce inconsistencies.These... The accuracy of genomic annotation is crucial for subsequent functional investigations;however,computational protocols used in high-throughput annotation of open reading frames(ORFs)can introduce inconsistencies.These inconsistencies,which lead to non-uniform extension or truncation of sequence ends,pose challenges for downstream analyses.Existing strategies to rectify these inconsistencies are time-consuming and labor-intensive,lacking specific approaches.To address this gap,we developed to GC,a tool that integrates genomic annotation with RNA-seq datasets to rectify annotation inconsistencies.Using to GC,we achieved an accuracy of nearly 100%accuracy in correcting inconsistencies in published Phytophthora sojae ORFs.We applied this innovative pipeline to the GPCR-bigrams gene family,which was predicted to have 42 members in the P.sojae genome but lacked experimental validation.By employing to GC,we identified 32 GPCR-bigram ORFs with inconsistencies between previous annotations and to GC-corrected sequences.Notably,among these were 5 genes(GPCR-TKL9,GPCR-TKL15,GPCR-PDE3,GPCR-AC3,and GPCR-AC4)showed substantial inconsistencies.Experimental gene annotation confirmed the effectiveness of to GC,as sequences obtained through cloning matched those annotated by to GC.Importantly,we discovered two novel GPCRs(GPCR-AC3 and GPCR-AC4),which were previously mispredicted as a single gene.CRISPR/Cas9-mediated knockout experiments revealed the involvement of GPCR-AC4 but not GPCR-AC3 in oospore production,further confirming their status as two separate genes.In addition to P.sojae,the reliability of the to GC pipeline in Phytophthora capsici and Pythium ultimum further emphasizes the robustness of this pipeline.Our findings highlight the utility of to GC for reliable gene model correction,facilitating investigations into biological functions and offering potential applications in diverse species analyses. 展开更多
关键词 gene model correction TRANSCRIPTOME open reading frames G-protein coupled receptors
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Expression level and spatial distribution of opsin gene in Oratosquilla oratoria compound eye
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作者 Fangrui LOU Xiaowen DUAN +2 位作者 Jiaoli ZHOU Yue DING Zhiqiang HAN 《Journal of Oceanology and Limnology》 2026年第1期340-356,共17页
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
关键词 Oratosquilla oratoria opsin gene expression pattern single-cell RNA sequencing in-situ hybridization
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Gene-Specific Effects of Three Cry Transgenes on Rhizosphere Microbiota in Catalpa bungei
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作者 Xiaofeng Mao Fenni Lv +7 位作者 Shaofeng Li Lulu Gao Wenjun Ma Donglai Liu Binpeng Wu Yanan Wu Peng Wang Naiwei Li 《Phyton-International Journal of Experimental Botany》 2026年第2期103-118,共16页
Catalpa bungei,a fast-growing timber tree,is threatened by the lepidopteran pest Omphisa plagialis.Previous studies in our laboratory successfully generated transgenic C.bungei lines overexpressing Cry genes(Cry1Ab,Cr... Catalpa bungei,a fast-growing timber tree,is threatened by the lepidopteran pest Omphisa plagialis.Previous studies in our laboratory successfully generated transgenic C.bungei lines overexpressing Cry genes(Cry1Ab,Cry2A,and Cry9-2)that exhibited resistance to O.plagialis,but their potential impact on soil bacterial communities remains unclear.In this study,we analyzed nine transgenic C.bungei lines(three independent lines for each Cry gene)to characterize their rhizosphere bacterial communities using high-throughput sequencing of the 16S ribosomal DNA(rDNA)V4-V5 regions.A total of 628 amplicon sequence variants(ASVs)were shared among all transgenic and wild-type(WT)lines,forming a stable core microbiome dominated by Proteobacteria,Bacteroidota,Acidobacteriota,and Actinobacteriota.Alpha diversity showed no significant differences,while beta diversity revealed minor but distinct compositional shifts.Cry1Ab lines exhibited higher abundances of fast-growing taxa,particularly Proteobacteria and Bacteroidota;Cry2A lines displayed intermediate profiles,whereas Cry9-2 lines were nearly indistinguishable from WT communities.Linear discriminant analysis of the effect size revealed significant enrichment of taxa such as Burkholderiaceae and Ralstonia in the Cry1Ab rhizosphere,in contrast to the higher abundance of Chloroflexi in the WT.Functional predictions indicated consistent metabolic pathways across all treatments,suggesting strong ecological redundancy.This study demonstrates minimal impact on rhizosphere microbial communities in transgenic C.bungei plants.The Cry9-2 construct exhibited superior environmental stability,whereas the Cry1Ab construct caused only slight but ecologically acceptable shifts.These findings support the ecological safety of Bt-transgenic C.bungei and identify Cry9-2 as a particularly favorable candidate for forestry applications.This comparative evaluation of three Cry genes in a tree species provides a framework for future gene-specific biosafety assessments in woody plants. 展开更多
关键词 Catalpa bungei Cry genes rhizosphere microbiome 16S rDNA sequencing environmental biosafety
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