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Clinical significance of differential plasma proteins levels in the diagnosis of epithelial ovarian cancer
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作者 Noha H Ibrahim Mona S Abdellateif +3 位作者 Dina S Serag Ahmed Laymouna Mennatallah S Elaguizy Radwa Marawan Abdel Halim 《World Journal of Experimental Medicine》 2025年第3期105-115,共11页
BACKGROUND Ovarian cancer(OC)is the most lethal gynecological cancer among females,and its early diagnosis could help for better outcomes of the patients.AIM To investigate the utility of serum insulin-like growth fac... BACKGROUND Ovarian cancer(OC)is the most lethal gynecological cancer among females,and its early diagnosis could help for better outcomes of the patients.AIM To investigate the utility of serum insulin-like growth factors-binding proteins 2(IGFBP2),secreted phosphoprotein 1(SPP1),thrombospondin 1 protein(TSP1)and D-dimer levels in addition to currently used biomarkers[cancer antigen 125(CA125)and human epididymis protein 4(HE4)]in the diagnosis of epithelial OC(EOC).METHODS This is a case-control study that included fifty females diagnosed with EOC,10 females with benign ovarian masses recruited from the Egyptian National Cancer Institute,and 30 healthy females as a control group.All subjects were assessed for serum HE4,CA125,IGFBP2,TSP1 and SPP1 measurement by enzyme-linkedimmunosorbent assay.RESULTS There was a statistically significant difference in serum levels between EOC,benign ovarian masses,and healthy control groups regarding CA125 and SPP1(P<0.001 for both markers),while HE4 and IGFBP2 increased significantly in EOC compared to healthy control groups(P<0.001 for all markers)with no significant difference between EOC and benign ovarian masses groups.However,there was no statistically significant difference among EOC,benign ovarian masses,and healthy control groups regarding the TSP1 serum levels(P=0.051).Receiver operating characteristic analysis revealed that combined assessment of SPP1 with CA125 or TSP1 increased the diagnosis of EOC patients to a sensitivity,specificity,and area under curve of(93.3%,100%,0.968;respectively,P<0.001).CONCLUSION SPP1 may be a potential marker for the differentiation between benign and malignant ovarian masses,while IGFBP2 can differentiate between healthy females and females with ovarian masses.Combining SPP1 with CA125 or TSP1 provides high sensitivity and specificity for the detection of EOC patients. 展开更多
关键词 Ovarian cancer Human epididymis protein 4 Cancer antigen 125 Insulin-like growth factors-binding proteins 2 Thrombospondin 1 protein Secreted phosphoprotein 1 Biomarkers
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Role of RNA-binding proteins in exercise-induced mRNA regulation:Unveiling biomarkers and therapeutic targets for schizophrenia
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作者 Yao Lu Jian-Da Kong Lu-Nan Zhao 《World Journal of Psychiatry》 2025年第9期95-110,共16页
This article summarizes recent advances in the understanding of RNA-binding proteins(RBPs),with a focus on their roles in exercise-induced mRNA regulation and their implications for schizophrenia(SZ).RBPs are critical... This article summarizes recent advances in the understanding of RNA-binding proteins(RBPs),with a focus on their roles in exercise-induced mRNA regulation and their implications for schizophrenia(SZ).RBPs are critical regulators of mRNA stability,splicing,transport,translation,and degradation,directly influencing gene expression through sequence-and structure-specific binding.In the nervous system,RBPs sustain synaptic plasticity,neural development,and neuronal homeostasis.Emerging evidence shows that exercise modulates the expression and activity of RBPs,thereby influencing mRNA translation and neurotransmitter signaling,which may underlie its beneficial effects on brain function.Dysregulation of specific RBPs has been identified in SZ,implicating them in disrupted synaptic transmission,impaired plasticity,and neuroinflammation.RBPs involved in memory and emotional regulation show marked dysfunction in SZ patients.Some RBPs have been proposed as potential biomarkers for early diagnosis and treatment monitoring.Moreover,therapeutic modulation of RBPs,through pharmacological or behavioral interventions such as exercise,may restore neuronal function by targeting post-transcriptional gene regulation.Exercise,as a non-invasive modulator of RBP expression,holds promise as an adjunctive strategy in SZ treatment,particularly in early stages.Further research into RBP-mediated pathways may offer novel insights into SZ pathophysiology and inform the development of targeted interventions. 展开更多
关键词 RNA-binding proteins EXERCISE-INDUCED MRNA SCHIZOPHRENIA Biomarkers Therapeutic targets
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Discovery of a self-assembling small molecule that sequesters RNA-binding proteins
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作者 Hyoseok Kim Changyi Cui +8 位作者 Kohei Toh Genyir Ado Tetsuya Ogawa Yixin Zhang Shin-ichi Sato Yong-Beom Lim Hiroki Kurata Lu Zhou Motonari Uesugi 《Chinese Chemical Letters》 2025年第5期360-363,共4页
Biomolecular condensates,also known as membraneless organelles,play a crucial role in cellular organization by concentrating or sequestering biomolecules.Despite their importance,synthetically mimicking these organell... Biomolecular condensates,also known as membraneless organelles,play a crucial role in cellular organization by concentrating or sequestering biomolecules.Despite their importance,synthetically mimicking these organelles using non-peptidic small organic molecules has posed a significant challenge.The present study reports the discovery of D008,a self-assembling small molecule that sequesters a unique subset of RNA-binding proteins.Analysis and screening of a comprehensive collection of approximately 1 million compounds in the Chinese National Compound Library(Shanghai)identified 44 self-assembling small molecules in aqueous solutions.Subsequent screening of the focused library,coupled with proteome analysis,led to the discovery of D008 as a small organic molecule with the ability to condensate a specific subset of RNA-binding proteins.In vitro experiments demonstrated that the D008-induced sequestration of RNA-binding proteins impeded mRNA translation.D008 may offer a unique opportunity for studying the condensations of RNA-binding proteins and for developing an unprecedented class of small molecules that control gene expression. 展开更多
关键词 Chemical biology RNA-binding proteins Small molecule Chemical library TRANSLATION
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Antibiotic-Depleted Lung Microbiota Modulates Surfactant Proteins Expression and Reduces Experimental Silicosis
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作者 Qiang Zhou Meiyu Chang +2 位作者 Ning Li Yi Guan Sanqiao Yao 《Biomedical and Environmental Sciences》 2025年第4期469-483,共15页
Objective Recent studies have overturned the traditional concept of the lung as a “sterile organ” revealing that pulmonary microbiota dysbiosis and abnormal surfactant proteins(SPs) expression are involved in the pr... Objective Recent studies have overturned the traditional concept of the lung as a “sterile organ” revealing that pulmonary microbiota dysbiosis and abnormal surfactant proteins(SPs) expression are involved in the progression of silicosis. This study aimed to investigate the relationship between abnormal SPs expression and dysbiosis of lung microbiota in silica-induced lung fibrosis, providing insights into mechanisms of silicosis.Methods Lung pathology, SPs expression, and microbiota composition were evaluated in silicaexposed mice. A mouse model of antibiotic-induced microbiota depletion was established, and alveolar structure and SPs expression were assessed. The roles of the lung microbiota and SPs in silicosis progression were further evaluated in mice with antibiotic-induced microbiota depletion, both with and without silica exposure.Results Silica exposure induced lung inflammation and fibrosis, along with increased expression of SPA expression. Antibiotics(Abx)-induced microbiota depletion elevated SP-A and SP-D expression.Furthermore, silica exposure altered lung microbiota composition, enriching potentially pathogenic taxa.However, antibiotic-induced microbiota depletion prior to silica exposure reduced silica-mediated lung fibrosis and inflammation.Conclusion Lung microbiota is associated with silica-induced lung injury. Overproduction of SP-A and SP-D, induced by Abx-induced microbiota depletion, may enhance the resistance of mouse lung tissue to silica-induced injury. 展开更多
关键词 16s rRNA sequencing FIBROSIS Lung microbiota ANTIBIOTICS Surfactant proteins
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In-feed provision of binding proteins sustains piglet gut health and mitigates ETEC-induced post-weaning diarrhea
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作者 Jiajia Xu Melania Andrani +6 位作者 Rikke Brødsgaard Kjærup Tina Sørensen Dalgaard Carsten Eriksen Andreas Hougaard Laustsen Susanne Brix Sandra Wingaard Thrane Nuria Canibe 《Journal of Animal Science and Biotechnology》 2025年第4期1656-1676,共21页
Background Post-weaning diarrhea(PWD)in piglets,often caused by F4^(+)enterotoxigenic Escherichia coli(ETEC),poses significant challenges in pig production.Traditional solutions like antibiotics and zinc oxide face in... Background Post-weaning diarrhea(PWD)in piglets,often caused by F4^(+)enterotoxigenic Escherichia coli(ETEC),poses significant challenges in pig production.Traditional solutions like antibiotics and zinc oxide face increasing restrictions due to growing concerns over antibiotic resistance and environmental sustainability.This study investigates the application of bivalent heavy chain variable domain(V_(H)H)constructs(BL1.2 and BL2.2)targeting ETEC virulence factors,administered in feed to mitigate ETEC-induced PWD in weaned piglets.Results The supplementation of BL1.2 and BL2.2 in both mash and pelleted feed significantly reduced the diarrhea incidence and fecal shedding of F4^(+)ETEC in challenged piglets.Pelleted feed containing V_(H)H constructs helped to preserve gut barrier integrity by maintaining levels of the tight junction protein occludin in the small intestine.Additionally,the constructs maintained blood granulocyte counts at a similar level to the non-challenged control group,including neutrophils,and ameliorated the acute phase protein response after challenge.Notably,even at low feed intake immediately after weaning,V_(H)H constructs helped maintain piglet health by mitigating ETEC-induced inflammation and the resulting diarrhea.Conclusions Our findings demonstrated that using V_(H)H constructs as feed additives could serve as an effective strategy to help manage ETEC-associated PWD,by reducing F4^(+)ETEC gut colonization and supporting gut barrier function of weaned piglets.The high stability of these V_(H)H constructs supports their incorporation into industrial feed manufacturing processes,offering a more sustainable preventive strategy compared to traditional antimicrobial interventions,which could contribute to sustainable farming practices. 展开更多
关键词 Antimicrobial alternatives Binding proteins Enterotoxigenic E.coli Feed additive Gut health PIGLETS Post-weaning diarrhea Single-domain antibodies
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Direct detection of 3-nitrotyrosine reveals the nitration of proteins in laboratory exposure and ambient aerosols
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作者 Qiaoze Zhu Senchao Lai +6 位作者 Fobang Liu Bowen Duan Zhiwei Pan Chenglei Pei Dachi Hong Shiyi Wu Yingyi Zhang 《Journal of Environmental Sciences》 2025年第9期901-909,共9页
Tyrosine residues in proteins can be nitrated to form 3-nitrotyrosine(3-NT)under the influence of ozone(O_(3))and nitrogen dioxide(NO_(2))in the air,which may introduce health impacts.A selective and sensitive enzyme-... Tyrosine residues in proteins can be nitrated to form 3-nitrotyrosine(3-NT)under the influence of ozone(O_(3))and nitrogen dioxide(NO_(2))in the air,which may introduce health impacts.A selective and sensitive enzyme-linked-immunoassay(ELISA)method was developed to determine 3-NT in modified model protein(bovine serum albumin,BSA)and ambient aerosol samples.The nitration degrees(NDs)of BSA in the exposure experiments with different durations were detected by both the ELISA and spectrophotometric methods(i.e.,ND_(ELISA) and ND_(SEC-PDA)),which show good coincidence.The kinetic investigation by both ΔND_(ELISA) and ΔND_(SEC-PDA) in the exposure experiments shows that the rate coefficients(k)of the pseudo-first-order kinetic rate reactions of protein nitration were comparable.These results indicate that direct detection of 3-NT by the ELISA method can be applied for laboratory exposure samples analysis for kinetic studies.Based on the selective detection of 3-NT,ND_(ELISA) provides a promising measure for the assessment of ND in model proteins.3-NT was alsomeasured in PM_(2.5) samples in summer in Guangzhou,southern China,ranging from 10.1 to 404 pg/m^(3),providing clear evidence of protein nitration in ambient aerosols.We further proposed that 3-NT/protein can be used as a proxy to evaluate protein nitration in ambient aerosols.A significant correlationwas observed between 3-NT/protein and O_(3),confirming the crucial role of O_(3) in protein nitration.Our results show that the direct detection of 3-NT by the ELISA method can be more widely applied in the laboratory and field-based studies for understanding the mechanisms of protein nitration. 展开更多
关键词 proteins nitration 3-NITROTYROSINE Nitration degree PM_(2.5) Atmospheric oxidants
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Bromodomain-containing proteins in the unicellular eukaryote Tetrahymena thermophila
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作者 Zhe Zhang Ai-Li Ju +3 位作者 Yuan-Yuan Wang Hong-Zhen Jiang Yong-Qiang Liu Shan Gao 《Zoological Research》 2025年第3期538-550,共13页
Bromodomain(BRD)-containing proteins are central mediators of gene regulation,serving as key components of chromatin remodeling complexes and histone recognition scaffolds.By specifically recognizing acetylated lysine... Bromodomain(BRD)-containing proteins are central mediators of gene regulation,serving as key components of chromatin remodeling complexes and histone recognition scaffolds.By specifically recognizing acetylated lysine residues on histones(Kac)via their conserved BRD,these proteins influence chromatin structure and gene expression.Although their overarching role is well-established,the precise molecular functions and mechanisms of individual BRD proteins remain incompletely characterized.The ciliate Tetrahymena thermophila,a unicellular eukaryote with a transcriptionally active macronucleus enriched in histone acetylation,is an excellent model for exploring the significance of BRD-containing proteins.In this comprehensive review,all BRD-containing proteins encoded in the T.thermophila genome are systematically examined,including their expression profiles,histone acetylation targets,interacting proteins,and potential roles.This review lays the groundwork for future investigations into the complex roles of BRD proteins in chromatin remodeling and transcription regulation,offering insights into basic eukaryotic biology and the molecular mechanisms underlying BRD-linked diseases. 展开更多
关键词 Bromodomain-containing proteins Histone acetylation TETRAHYMENA Chromatin remodeling
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Shape transformation of vesicles induced by orientational arrangement of membrane proteins
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作者 Menglong Feng Kunhao Dong +1 位作者 Yuansheng Cao Rui Ma 《Chinese Physics B》 2025年第8期73-81,共9页
Vesicles of lipid bilayer can adopt a variety of shapes due to different coating proteins.The ability of proteins to reshape membrane is typically characterized by inducing spontaneous curvature of the membrane at the... Vesicles of lipid bilayer can adopt a variety of shapes due to different coating proteins.The ability of proteins to reshape membrane is typically characterized by inducing spontaneous curvature of the membrane at the coated area.BAR family proteins are known to have a crescent shape and can induce membrane curvature along their concaved body axis but not in the perpendicular direction.We model this type of proteins as a rod-shaped molecule with an orientation and induce normal curvature along its orientation in the tangential plane of the membrane surface.We show how a ring of these proteins reshapes an axisymmetric vesicle when the protein curvature or orientation is varied.A discontinuous shape transformation from a protrusion shape without a neck to a one with a neck is found.Increasing the rigidity of the protein ring is able to smooth out the transition.Furthermore,we show that varying the protein orientation is able to induce an hourglass-shaped neck,which is significantly narrower than the reciprocal of the protein curvature.Our results offer a new angle to rationalize the helical structure formed by many proteins that carry out membrane fission functions. 展开更多
关键词 cell membrane BAR proteins anisotropic curvature shape transformation
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Accurate prediction of essential proteins using ensemble machine learning
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作者 Dezhi Lu Hao Wu +3 位作者 Yutong Hou Yuncheng Wu Yuanyuan Liu Jinwu Wang 《Chinese Physics B》 2025年第1期108-115,共8页
Essential proteins are crucial for biological processes and can be identified through both experimental and computational methods.While experimental approaches are highly accurate,they often demand extensive time and ... Essential proteins are crucial for biological processes and can be identified through both experimental and computational methods.While experimental approaches are highly accurate,they often demand extensive time and resources.To address these challenges,we present a computational ensemble learning framework designed to identify essential proteins more efficiently.Our method begins by using node2vec to transform proteins in the protein–protein interaction(PPI)network into continuous,low-dimensional vectors.We also extract a range of features from protein sequences,including graph-theory-based,information-based,compositional,and physiochemical attributes.Additionally,we leverage deep learning techniques to analyze high-dimensional position-specific scoring matrices(PSSMs)and capture evolutionary information.We then combine these features for classification using various machine learning algorithms.To enhance performance,we integrate the outputs of these algorithms through ensemble methods such as voting,weighted averaging,and stacking.This approach effectively addresses data imbalances and improves both robustness and accuracy.Our ensemble learning framework achieves an AUC of 0.960 and an accuracy of 0.9252,outperforming other computational methods.These results demonstrate the effectiveness of our approach in accurately identifying essential proteins and highlight its superior feature extraction capabilities. 展开更多
关键词 protein-protein interaction(PPI) essential proteins deep learning ensemble learning
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Bioactive peptides and proteins for tissue repair:microenvironment modulation,rational delivery,and clinical potential
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作者 Zhuo-Wen Hao Zhe-Yuan Zhang +9 位作者 Ze-Pu Wang Ying Wang Jia-Yao Chen Tian-Hong Chen Guang Shi Han-Ke Li Jun-Wu Wang Min-Chao Dong Li Hong Jing-Feng Li 《Military Medical Research》 2025年第8期1194-1257,共64页
Bioactive peptides and proteins(BAPPs)are promising therapeutic agents for tissue repair with considerable advantages,including multifunctionality,specificity,biocompatibility,and biodegradability.However,the high com... Bioactive peptides and proteins(BAPPs)are promising therapeutic agents for tissue repair with considerable advantages,including multifunctionality,specificity,biocompatibility,and biodegradability.However,the high complexity of tissue microenvironments and their inherent deficiencies such as short half-live and susceptibility to enzymatic degradation,adversely affect their therapeutic efficacy and clinical applications.Investigating the fundamental mechanisms by which BAPPs modulate the microenvironment and developing rational delivery strategies are essential for optimizing their administration in distinct tissue repairs and facilitating clinical translation.This review initially focuses on the mechanisms through which BAPPs influence the microenvironment for tissue repair via reactive oxygen species,blood and lymphatic vessels,immune cells,and repair cells.Then,a variety of delivery platforms,including scaffolds and hydrogels,electrospun fibers,surface coatings,assisted particles,nanotubes,two-dimensional nanomaterials,and nanoparticles engineered cells,are summarized to incorporate BAPPs for effective tissue repair,modification strategies aimed at enhancing loading efficiencies and release kinetics are also reviewed.Additionally,the delivery of BAPPs can be precisely regulated by endogenous stimuli(glucose,reactive oxygen species,enzymes,pH)or exogenous stimuli(ultrasound,heat,light,magnetic field,and electric field)to achieve on-demand release tailored for specific tissue repair needs.Furthermore,this review focuses on the clinical potential of BAPPs in facilitating tissue repair across various types,including bone,cartilage,intervertebral discs,muscle,tendons,periodontal tissues,skin,myocardium,nervous system(encompassing brain,spinal cord,and peripheral nerve),endometrium,as well as ear and ocular tissue.Finally,current challenges and prospects are discussed. 展开更多
关键词 Bioactive peptides and proteins(BAPPs) Growth factors Delivery strategies Tissue regeneration Clinical potential
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Impact of pH on Fuzzy Interactions between Two Intrinsically Disordered Proteins
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作者 Yiping Yu Dan Wang Wenning Wang 《Chinese Journal of Chemical Physics》 2025年第4期503-512,I0086-I0088,I0106,共14页
Intrinsically disordered proteins(IDPs)and their regions(IDRs)play crucial roles in cellular func-tions despite their lack of stable three-dimensional structures.In this study,we investigate the interac-tions between ... Intrinsically disordered proteins(IDPs)and their regions(IDRs)play crucial roles in cellular func-tions despite their lack of stable three-dimensional structures.In this study,we investigate the interac-tions between the C-terminal do-main of protein 4.1G(4.1G CTD)and the nuclear mitotic apparatus protein(NuMA)under varying pH and salt ion conditions to under-stand the regulatory mechanisms affecting their binding.4.1G CTD and NuMA bind effec-tively under neutral and alkaline conditions,but their interaction is disrupted under acidic conditions(pH 3.6).The protonation of positively charged residues at the C-terminal of 4.1G CTD under acidic conditions leads to increased electrostatic repulsion,weakening the overall binding free energy.Secondary structure analysis shows that specific regions of 4.1G CTD re-main stable under both pH conditions,but the C-terminal region(aa 990−1000)and the N-terminal region of NuMA(aa 1800−1810)exhibit significant reductions in secondary struc-ture probability under acidic conditions.Contact map analysis and solvent-accessible surface area analysis further support these findings by showing a reduced contact probability be-tween these regions under pH 3.6.These results provide a comprehensive understanding of how pH and ionic strength regulate the binding dynamics of 4.1G CTD and NuMA,emphasiz-ing the regulatory role of electrostatic interactions. 展开更多
关键词 4.1G Protein Intrinsically disordered proteins Molecule dynamics simulation
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Assessment of causality between circulating inflammatory proteins and subtypes of diabetic retinopathy
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作者 Min Dong Ning-Zhi Zhang +4 位作者 Wen-Ye Cao Xiao-Xi Deng Wen-Xi Zhang Yi-Qiao Xing Ning Yang 《International Journal of Ophthalmology(English edition)》 2025年第10期1971-1979,共9页
AIM:To explore the causal links among circulating inflammatory proteins(CIPs)and the varying severities of diabetic retinopathy(DR).METHODS:This research utilized a two sample Mendelian randomization(MR)approach to ex... AIM:To explore the causal links among circulating inflammatory proteins(CIPs)and the varying severities of diabetic retinopathy(DR).METHODS:This research utilized a two sample Mendelian randomization(MR)approach to explore the causal relationships between 91 CIPs and various severities of DR:background DR(BDR)or non-proliferative DR(NPDR),and proliferative DR(PDR).Single-nucleotide polymorphisms(SNPs)related to the 91 CIPs as exposure factors were identified.These SNPs were selected from an extensive genome-wide association study(GWAS)analyzing large genomic datasets.Genetic variation data of various DR phenotypes provided by the FinnGen collaboration were utilized as outcomes.Inverse-variance weighting(IVW)was used as the main MR analysis.Robustness of study results was evaluated through a series of sensitivity analyses,employing the MR-pleiotropy-test and mendelian randomization pleiotropy residual sum and outlier(MR-PRESSO)to confirm the absence of pleiotropy.RESULTS:In a bidirectional MR analysis,we uncovered a complex relationship between CIPs and DR.Elevated levels of tumor necrosis factor ligand superfamily member 14(TNFSF14),latency associated peptide transforming growth factors beta-1(LAP-TGF-beta1),interleukin-10(IL-10),and vascular endothelial growth factor A(VEGF-A)were associated with a reduced risk of NPDR.Conversely,elevated levels of fibroblast growth factor 23(FGF-23)were associated with an increased risk of NPDR.Concentrations of adenosine deaminase(ADA),matrix metalloproteinase-10(MMP-10),eotaxin,and IL-10 showed elevated levels and were linked to a reduced risk of NPDR.On the other hand,the levels of oncostatin-M,beta-nerve growth factor(β-NGF),and interleukin-7(IL-7)were elevated and associated with an increased risk of SNPDR.Elevated levels of ADA,MMP-10,and macrophage colony-stimulating factor 1(CSF1)were linked to a lower likelihood of PDR.Conversely,elevated levels of Caspase 8 and glial cell line-derived neurotrophic factor(GDNF)were associated with an increased risk of PDR.In reverse MR analysis,DR affected the expression of these factors.CONCLUSION:Our research demonstrates evidence supporting a potential causal link between key inflammatory factors and the risk and prognosis of various DR phenotypes.These findings emphasize the regulation of inflammatory factors responses as a strategic approach for preventing and managing DR.Altogether,our results validate the pathogenic role of inflammatory factors dysregulation in DR and support the rationale for exploring immunotherapeutic targets further. 展开更多
关键词 Mendelian randomization circulating inflammatory proteins background diabetic retinopathy proliferative diabetic retinopathy
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Deep Learning Framework for Predicting Essential Proteins with Temporal Convolutional Networks
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作者 LU Pengli YANG Peishi LIAO Yonggang 《Journal of Shanghai Jiaotong university(Science)》 2025年第3期510-520,共11页
Essential proteins are an indispensable part of cells and play an extremely significant role in genetic disease diagnosis and drug development.Therefore,the prediction of essential proteins has received extensive atte... Essential proteins are an indispensable part of cells and play an extremely significant role in genetic disease diagnosis and drug development.Therefore,the prediction of essential proteins has received extensive attention from researchers.Many centrality methods and machine learning algorithms have been proposed to predict essential proteins.Nevertheless,the topological characteristics learned by the centrality method are not comprehensive enough,resulting in low accuracy.In addition,machine learning algorithms need sufficient prior knowledge to select features,and the ability to solve imbalanced classification problems needs to be further strengthened.These two factors greatly affect the performance of predicting essential proteins.In this paper,we propose a deep learning framework based on temporal convolutional networks to predict essential proteins by integrating gene expression data and protein-protein interaction(PPI)network.We make use of the method of network embedding to automatically learn more abundant features of proteins in the PPI network.For gene expression data,we treat it as sequence data,and use temporal convolutional networks to extract sequence features.Finally,the two types of features are integrated and put into the multi-layer neural network to complete the final classification task.The performance of our method is evaluated by comparing with seven centrality methods,six machine learning algorithms,and two deep learning models.The results of the experiment show that our method is more effective than the comparison methods for predicting essential proteins. 展开更多
关键词 temporal convolutional networks node2vec protein-protein interaction(PPI)network essential proteins gene expression data
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Dietary Zn proteinate with moderate chelation strength alleviates heat stress‑induced intestinal barrier function damage by promoting expression of tight junction proteins via the A20/NF‑κB p65/MMP‑2 pathway in the jejunum of broilers
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作者 Yangyang Hu Weiyun Zhang +12 位作者 Ke Yang Xi Lin Hsiao‑Ching Liu Jack Odle Miles Todd See Xiaoyan Cui Tingting Li Shengchen Wang Xiudong Liao Liyang Zhang Sufen Li Yun Hu Xugang Luo 《Journal of Animal Science and Biotechnology》 2025年第1期316-330,共15页
Background The aim of this study was to determine whether and how Zn proteinate with moderate chelation strength(Zn-Prot M)can alleviate heat stress(HS)-induced intestinal barrier function damage of broilers.A complet... Background The aim of this study was to determine whether and how Zn proteinate with moderate chelation strength(Zn-Prot M)can alleviate heat stress(HS)-induced intestinal barrier function damage of broilers.A completely randomized design was used for comparatively testing the effects of Zn proteinate on HS and non-HS broilers.Under high temperature(HT),a 1(Control,HT-CON)+2(Zn source)×2(added Zn level)factorial arrangement of treatments was used.The 2 added Zn sources were Zn-Prot M and Zn sulfate(ZnS),and the 2 added Zn levels were 30 and 60 mg/kg.Under normal temperature(NT),a CON group(NT-CON)and pair-fed group(NT-PF)were included.Results The results showed that HS significantly reduced mRNA and protein expression levels of claudin-1,occludin,junctional adhesion molecule-A(JAMA),zonula occludens-1(ZO-1)and zinc finger protein A20(A20)in the jejunum,and HS also remarkably increased serum fluorescein isothiocyanate dextran(FITC-D),endotoxin and interleukin(IL)-1βcontents,serum diamine oxidase(DAO)and matrix metalloproteinase(MMP)-2 activities,nuclear factor kappa-B(NF-κB)p65 mRNA expression level,and protein expression levels of NF-κB p65 and MMP-2 in the jejunum.However,dietary supplementation with Zn,especially organic Zn as Zn-Prot M at 60 mg/kg,significantly decreased serum FITC-D,endotoxin and IL-1βcontents,serum DAO and MMP-2 activities,NF-κB p65 mRNA expression level,and protein expression levels of NF-κB p65 and MMP-2 in the jejunum of HS broilers,and notably promoted mRNA and protein expression levels of claudin-1,ZO-1 and A20.Conclusions Our results suggest that dietary Zn,especially 60 mg Zn/kg as Zn-Prot M,can alleviate HS-induced intestinal barrier function damage by promoting the expression of TJ proteins possibly via induction of A20-mediated suppression of the NF-κB p65/MMP-2 pathway in the jejunum of HS broilers. 展开更多
关键词 A20/NF-κB p65/MMP-2 pathway BROILER Heat stress Intestinal barrier function Tight junction proteins Zn
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Identification of Novel Proteins for Creutzfeldt⁃Jakob Disease by Integrating Genome⁃wide Association Data and Human Brain Proteomes
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作者 ZHONG Wan-Ting YUAN Yi-Tong +3 位作者 ZHANG Min DU Ruo-Chen ZHANG Ling-Yu WANG Chun-Fang 《中国生物化学与分子生物学报》 北大核心 2025年第7期1040-1047,I0003-I0028,共34页
Creutzfeldt-Jakob disease(CJD)is a rare neurodegenerative disorder characterized by abnormalities in the prion protein(PrP),the most common form of human prion disease.Although Genome-Wide Association Studies(GWAS)hav... Creutzfeldt-Jakob disease(CJD)is a rare neurodegenerative disorder characterized by abnormalities in the prion protein(PrP),the most common form of human prion disease.Although Genome-Wide Association Studies(GWAS)have identified numerous risk genes for CJD,the mechanisms underlying these risk loci remain poorly understood.This study aims to elucidate novel genetically prioritized candidate proteins associated with CJD in the human brain through an integrative analytical pipeline.Utilizing datasets from Protein Quantitative Trait Loci(pQTL)(NpQTL1=152,NpQTL2=376),expression QTL(eQTL)(N=452),and the CJD GWAS(NCJD=4110,NControls=13569),we implemented a systematic analytical pipeline.This pipeline included Proteome-Wide Association Study(PWAS),Mendelian randomization(MR),Bayesian colocalization,and Transcriptome-Wide Association Study(TWAS)to identify novel genetically prioritized candidate proteins implicated in CJD pathogenesis within the brain.Through PWAS,we identified that the altered abundance of six brain proteins was significantly associated with CJD.Two genes,STX6 and PDIA4,were established as lead causal genes for CJD,supported by robust evidence(False Discovery Rate<0.05 in MR analysis;PP4/(PP3+PP4)≥0.75 in Bayesian colocalization).Specifically,elevated levels of STX6 and PDIA4 were associated with an increased risk of CJD.Additionally,TWAS demonstrated that STX6 and PDIA4 were associated with CJD at the transcriptional level. 展开更多
关键词 Creutzfeldt-Jakob disease(CJD) Mendelian randomization quantitative trait locus(QTL) syntaxin 6(STX6) protein disulfide isomerase family A member 4(PDIA4)
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Ali-A1 and TPL1 proteins interactively modulate awn development in wheat
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作者 Linyi Qiao Tian Li +9 位作者 Shujuan Liu Xueqi Zhang Min Fan Xiaojun Zhang Xin Li Zujun Yang Juqing Jia Ling Qiao Zhijian Chang Liuling Yan 《The Crop Journal》 2025年第2期468-479,共12页
The awn can contribute to photosynthesis and carbohydrates,enhancing grain yield in wheat.We mapped QAwn.sxau-5A,a major QTL for awn development in wheat(Triticum aestivum).This QTL was delimited to a 994-kb interval ... The awn can contribute to photosynthesis and carbohydrates,enhancing grain yield in wheat.We mapped QAwn.sxau-5A,a major QTL for awn development in wheat(Triticum aestivum).This QTL was delimited to a 994-kb interval at the B1 locus on chromosome 5A,which included the candidate gene encoding a zinc finger protein(TraesCS5A01G542800)as an awn length inhibitor(ALI).The Ali-A1 allele for the awnless trait showed abundant sequence differences in the promoter regions compared to the ali-A1 allele for the long-awn trait.The results of the swap experiment on the promoters from the two ALI-A1 alleles showed that the two promoters caused a difference in the protein level,indicating the gene was regulated at the transcript level.However,the ali-A1 allele contained an SNP that caused a premature stop codon in its coding region,resulting in a truncated protein compared to the functional Ali-A1 protein.The Ali-A1 protein contained two ethylene-responsive element binding factor-associated amphiphilic repression(EAR)motifs,one at the N terminus(EAR-N)and the other at the C terminus(EAR-C),and they were involved in interactions with the wheat co-repressor protein TOPLESS(TPL1).The ali-A1 protein retained the EAR-N motif but lost the EAR-C motif,resulting in the attenuated ability to interact with TPL1.The tpl1 mutant produced a longer awn compared to the wild type.Ali-A1 repressed the transcription of two downstream genes,TaLRP-A1 and TaARF-B1,involved in endogenous auxin concentrations and auxin responses in wheat.We concluded that the awn length is regulated not only by the ALI-A1 gene at transcript levels but also by Ali-A1 and TPL1 at the protein level in wheat. 展开更多
关键词 ALI protein TPL protein Awn AUXIN WHEAT
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Comparative analysis of goat and bovine milk proteins in the improvement of sarcopenia based on host-microbial interactions
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作者 Ruoyu Wang Yuxin Ma +2 位作者 Meng Sun Lutong Li Zhaofeng Zhang 《Food Science and Human Wellness》 2025年第4期1469-1479,共11页
Introduction:Diet intervention,especially supplementation with high-quality protein,is considered to be a critical strategy in sarcopenia.However,different sources and types of protein have different health impacts.Ob... Introduction:Diet intervention,especially supplementation with high-quality protein,is considered to be a critical strategy in sarcopenia.However,different sources and types of protein have different health impacts.Objectives:The aim of this study is to explore the differences in the ameliorative effects and mechanisms of different sources and types of proteins on sarcopenia,providing an optimal path for the prevention and treatment of sarcopenia.Methods:A sarcopenia model was established by intraperitoneal injection of dexamethasone(5 mg/kg).Sixty male C57BL/6 mice(8 months old)were randomly divided into the normal control,sarcopenia,goat whey protein,goat milk casein,bovine whey protein,and bovine milk casein groups.Animals were treated for 8 consecutive weeks.Organism-level and molecular phenotypes,16S rRNA gene sequencing,and untargeted metabolomics profiling based on GC-TOF/MS were employed to investigate the correlation between host metabolism,microbial metabolism,autophagy and inflammation and their influence on sarcopenia in C57BL/6 male mice.Results:All 4 proteins increased muscle mass,and goat whey protein improved muscle strength in sarcopenic mice.Goat and bovine milk proteins promoted muscle regeneration by increasing MyoD1 and MyoG expression,and the former had a more distinct effect in inducing autophagy and decreasing inflammation than the latter.In addition,goat whey protein and casein could modulate hostmicrobial arginine co-metabolism.Notably,goat milk proteins responded well to sarcopenia comorbidities,including sarcopenic obesity,osteosarcopenia,and osteoarthritis.Conclusion:The study confirmed that goat milk proteins were more effective than bovine milk proteins for the control of sarcopenia.Moreover,we found that whey protein and casein could modulate host-microbial arginine co-metabolism,which shows their potential as precision nutritional supplements for the management of sarcopenia.Our study provides theoretical support for the prevention and control of sarcopenia. 展开更多
关键词 SARCOPENIA Whey protein CASEIN COMORBIDITY Host-microbe co-metabolism
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The role of SRPK1-mediated phosphorylation of SR proteins in the chromatin configuration transition of mouse germinal vesicle oocytes
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作者 Xia Wang Shuai Zhou +8 位作者 Haojie Yin Jian Han Yue Hu Siqi Wang Congjing Wang Jie Huang Junqiang Zhang Xiufeng Ling Ran Huo 《Journal of Biomedical Research》 2025年第2期198-208,I0013-I0015,共14页
Meiotic resumption in mammalian oocytes involves nuclear and organelle structural changes,notably the chromatin configuration transition from a non-surrounding nucleolus(NSN)to surrounding nucleolus(SN)in germinal ves... Meiotic resumption in mammalian oocytes involves nuclear and organelle structural changes,notably the chromatin configuration transition from a non-surrounding nucleolus(NSN)to surrounding nucleolus(SN)in germinal vesicle oocytes.In the current study,we found that nuclear speckles(NSs),a subnuclear structure mainly composed of serine-arginine(SR)proteins,changed from a diffuse spotted distribution in mouse NSN oocytes to an aggregated pattern in SN oocytes.We also found that the SR protein-specific kinase 1(SRPK1),an enzyme that phosphorylates SR proteins,co-localized with NSs at the SN stage,and that NSN oocytes failed to transition to SN oocytes after the inhibition of SRPK1 activity.Furthermore,the typical structure of the chromatin ring around the nucleolus in SN oocytes collapsed after treatment with an SRPK1 inhibitor.Mechanistically,phosphorylated SR proteins were found to be related to chromatin as shown by a salt extraction experiment,and in situ DNaseⅠassay showed that the accessibility of chromatin was enhanced in SN oocytes when SRPK1 was inhibited,accompanied by a decreased repressive modification on histone and the abnormal recurrence of a transcriptional signal.In conclusion,our results indicated that SRPK1-regulated phosphorylation of SR proteins was involved in the NSN-SN transition and played an important role in maintaining the condensed nucleus of SN oocytes via interacting with chromatin. 展开更多
关键词 OOCYTE CHROMATIN nuclear speckle SR protein PHOSPHORYLATION SRPK1
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Recent progress of chemical methods for lysine site-selective modification of peptides and proteins
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作者 Jian Li Jinjin Chen +2 位作者 Qi-Long Hu Zhen Wang Xiao-Feng Xiong 《Chinese Chemical Letters》 2025年第5期64-73,共10页
Chemical modification of native peptides and proteins is a versatile strategy to facilitate late-stage diversification for functional studies.Among the proteogenic amino acids,lysine is extensively involved in posttra... Chemical modification of native peptides and proteins is a versatile strategy to facilitate late-stage diversification for functional studies.Among the proteogenic amino acids,lysine is extensively involved in posttranslational modifications and the binding of ligands to target proteins,making its selective modification attractive.However,lysine’s high natural abundance and solvent accessibility,as well as its relatively low reactivity to cysteine,necessitate addressing chemoselectivity and regioselectivity for the Lys modification of native proteins.Although Lys chemoselective modification methods have been well developed,achieving site-selective modification of a specific Lys residue remains a great challenge.In this review,we discussed the challenges of Lys selective modification,presented recent examples of Lys chemoselective modification,and summarized the currently known methods and strategies for Lys site-selective modification.We also included an outlook on potential solutions for Lys site-selective labeling and its potential applications in chemical biology and drug development. 展开更多
关键词 Protein modification LYSINE Site-selective modification Antibody-drug conjugates PEPTIDE
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Genome assembly of the plant pathogen Plasmodiophora brassicae reveals novel secreted proteins contributing to the infection of Brassica rapa
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作者 Peirong Li Sirui Lv +11 位作者 Zhijun Zhang Tongbing Su Weihong Wang Xiaoyun Xin Xiuyun Zhao Xiaoman Li Deshuang Zhang Yangjun Yu Tao Ma Guodong Liu Fenglan Zhang Shuancang Yu 《Horticultural Plant Journal》 2025年第3期1125-1139,共15页
The soil-resident pathogen, Plasmodiophora brassicae, infects cruciferous crops, causing obligate parasitic clubroot disease and posing a significant threat to the Brassica vegetable industry in China. To learn more a... The soil-resident pathogen, Plasmodiophora brassicae, infects cruciferous crops, causing obligate parasitic clubroot disease and posing a significant threat to the Brassica vegetable industry in China. To learn more about its pathogenesis, we reported a Nanopore sequencing-derived25.3 Mb high-quality genome sequence of P. brassicae pathotype 4 strain(P.b 4). Comparing the P.b 4 genome with that of the published P.brassicae e3 genome(P.b e3) identified single nucleotide polymorphisms, structural variations, and small insertions and deletions. We then carried out RNA-sequencing of root samples from a clubroot-susceptible line at 5, 14, and 28 days after inoculation(DAI), and classified genes into five categories based on their expression patterns. Interestingly, 158 genes were highly expressed at 14 DAI, which were enriched in budding cell isotropic bud growth, ascospore wall assembly, spore wall assembly, spore wall biogenesis, and ascospore wall biogenesis.Subsequently, we bioinformatically predicted 555 secreted effector candidates, among which only 125 were expressed during infection and had amino acid lengths less than 400. The putative effector Pb010018, which was highly expressed at 14 DAI, was validated to have a signal peptide using a yeast secretion system. Luciferase activity and co-immunoprecipitation assays demonstrated that Pb010018 interacts with serine hydroxymethyltransferase BrSHMT1, and expression analysis showed that SHMT1 was upregulated in both Arabidopsis and B. rapa during infection. Furthermore, after infection, the Arabidopsis shmt1 mutant(atshmt1) showed reduced severity of clubroot disease, together with downregulated expression of Pb010018. Our results offer new insights into plant-pathogen interaction mechanisms, and provide the possibility for improving Brassica resistance to clubroot disease. 展开更多
关键词 Plasmodiophora brassicae CLUBROOT Brassica rapa GENOME Secreted protein Serine hydroxymethyltransferase
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