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Active Gaussian network model: a non-equilibrium description of protein fluctuations and allosteric behavior. 主动高斯网络模型:蛋白质波动和变构行为的非平衡描述。
IF 1.6 4区 生物学
Physical biology Pub Date : 2025-09-10 DOI: 10.1088/1478-3975/ae0081
Giulio Costantini, Lorenzo Caprini, Umberto Marini Bettolo Marconi, Fabio Cecconi
{"title":"Active Gaussian network model: a non-equilibrium description of protein fluctuations and allosteric behavior.","authors":"Giulio Costantini, Lorenzo Caprini, Umberto Marini Bettolo Marconi, Fabio Cecconi","doi":"10.1088/1478-3975/ae0081","DOIUrl":"10.1088/1478-3975/ae0081","url":null,"abstract":"<p><p>Understanding the link between structure and function in proteins is fundamental in molecular biology and proteomics. A central question in this context is whether allostery-where the binding of a molecule at one site affects the activity of a distant site-emerges as a further manifestation of the intricate interplay between structure, function, and intrinsic dynamics. This study explores how allosteric regulation is modified when intrinsic protein dynamics operates under out-of-equilibrium conditions. To this purpose, we introduce a simple non-equilibrium model of protein dynamics, inspired by active matter systems, by generalizing the widely employed Gaussian network model to incorporate non-thermal effects. Our approach underscores the advantage of framing allostery as a causal process by using, as a benchmark system, the second PDZ domain of the human phosphatase human Protein Tyrosine Phosphatase 1E that mediates protein-protein interactions. We employ causal indicators, such as response functions and transfer entropy, to identify the network of PDZ2 residues through which the allosteric signal propagates across the protein structure. These indicators reveal specific regions that align well with experimental observations. Furthermore, our results suggest that deviations from purely thermal fluctuations can significantly influence allosteric communication by introducing distinct timescales and memory effects. This influence is particularly relevant when the allosteric response unfolds on timescales incompatible with relaxation to equilibrium. Accordingly, non-thermal fluctuations may become essential for accurately describing protein responses to ligand binding and developing a comprehensive understanding of allosteric regulation.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144965984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Regulation and functional roles revealed by clustering of microarray expression data ofEscherichia coligenes. 大肠杆菌基因微阵列表达数据聚类揭示的调控及其功能作用。
IF 1.6 4区 生物学
Physical biology Pub Date : 2025-08-14 DOI: 10.1088/1478-3975/adf61a
Mishael Sánchez-Pérez, Humberto Peralta, M Cecilia Ishida-Guitierrez, Alberto Santos-Zavaleta, Irma Martínez-Flores, Faviola Tavares-Carreon, Cesaré Ovando-Vázquez
{"title":"Regulation and functional roles revealed by clustering of microarray expression data of<i>Escherichia coli</i>genes.","authors":"Mishael Sánchez-Pérez, Humberto Peralta, M Cecilia Ishida-Guitierrez, Alberto Santos-Zavaleta, Irma Martínez-Flores, Faviola Tavares-Carreon, Cesaré Ovando-Vázquez","doi":"10.1088/1478-3975/adf61a","DOIUrl":"10.1088/1478-3975/adf61a","url":null,"abstract":"<p><p>An enormous amount of gene expression data is currently available online in repositories for several organisms. Microarray data can be used to identify co-expressed genes that may be involved in the same biological process. Therefore, the analysis and interpretation of this information could help organize and understand the knowledge it contains, representing a major challenge in the post-genomic era. Here, we grouped genes of<i>Escherichia coli</i>K-12 using expression data to infer meaningful transcriptional regulatory information. Our method assumes that co-expressed genes reflect functional units, as evidenced by their genetic structure, including gene arrangement, regulation, and participation in defined biological processes. These functionally linked clusters were validated with curated transcriptional regulatory information from RegulonDB. From 907 growth conditions, 420 clusters were formed involving 1674 genes. Clusters contained from 2 to 64 genes. We found that co-expressed genes participate in related metabolic pathways and share similar types of regulation (through transcription factors,<i>σ</i>-factors, allosteric regulation, or micro-RNA regulation). This study is helpful for identifying novel transcriptional regulatory interactions.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144754097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating substrate binding mechanism in prolyl oligopeptidase through molecular dynamics. 从分子动力学角度研究脯氨寡肽酶的底物结合机制。
IF 1.6 4区 生物学
Physical biology Pub Date : 2025-08-05 DOI: 10.1088/1478-3975/adf429
Sylwia Czach, Katarzyna Walczewska-Szewc
{"title":"Investigating substrate binding mechanism in prolyl oligopeptidase through molecular dynamics.","authors":"Sylwia Czach, Katarzyna Walczewska-Szewc","doi":"10.1088/1478-3975/adf429","DOIUrl":"10.1088/1478-3975/adf429","url":null,"abstract":"<p><p>Prolyl oligopeptidase (PREP) has gained attention for its role in neurodegenerative diseases, particularly through protein-protein interactions with amyloid proteins such as alpha-synuclein and Tau. Although significant research has focused on PPIs, the substrate-binding dynamics within the catalytic pocket of PREP is less understood. This study combines molecular docking and molecular dynamics simulations to investigate the behavior of known PREP substrates, including thyrotropin-releasing hormone. Our simulations reveal that TRH transitions between three preferred regions within the binding pocket, one of which is favorable for catalytic activity. The absence of a single fixed binding site near the catalytic triad region may suggest a dynamic substrate-processing mechanism. Additionally, the potential of the TRH precursor as a substrate is evaluated. Our findings highlight the utility of computational methods in the analysis of protein dynamics and enzymatic mechanisms, offering insights into the functional versatility of PREP.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144708529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biofilm vertical growth dynamics are captured by an active fluid framework. 生物膜垂直生长动态是由一个活跃的流体框架捕获的。
IF 2 4区 生物学
Physical biology Pub Date : 2025-07-11 DOI: 10.1088/1478-3975/ade928
Raymond Copeland, Peter J Yunker
{"title":"Biofilm vertical growth dynamics are captured by an active fluid framework.","authors":"Raymond Copeland, Peter J Yunker","doi":"10.1088/1478-3975/ade928","DOIUrl":"10.1088/1478-3975/ade928","url":null,"abstract":"<p><p>Bacterial biofilms, surface-attached microbial communities, grow horizontally across surfaces and vertically above them. Although a simple heuristic model for vertical growth was experimentally shown to accurately describe the behavior of diverse microbial species, the biophysical implications and theoretical basis for this empirical model were unclear. Here, we demonstrate that this heuristic model emerges naturally from fundamental principles of active fluid dynamics. By analytically deriving solutions for an active fluid model of vertical biofilm growth, we show that the governing equations reduce to the same form as the empirical model in both early- and late-stage growth regimes. Our analysis reveals that cell death and decay rates likely play key roles in determining the characteristic parameters of vertical growth. The active fluid model produces a single, simple equation governing growth at all heights that is surprisingly simpler than the heuristic model. With this theoretical basis, we explain why the vertical growth rate reaches a maximum at a height greater than the previously identified characteristic length scale. These results provide a theoretical foundation for a simple mathematical model of vertical growth, enabling deeper understanding of how biological and biophysical factors interact during biofilm development.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12247187/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144512435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Resource allocation to cell envelopes and the scaling of bacterial growth rate. 资源分配到细胞包膜和细菌生长速率的缩放。
IF 2 4区 生物学
Physical biology Pub Date : 2025-07-08 DOI: 10.1088/1478-3975/adea04
Bogi Trickovic, Michael Lynch
{"title":"Resource allocation to cell envelopes and the scaling of bacterial growth rate.","authors":"Bogi Trickovic, Michael Lynch","doi":"10.1088/1478-3975/adea04","DOIUrl":"10.1088/1478-3975/adea04","url":null,"abstract":"<p><p>Although various empirical studies have reported a positive correlation between the specific growth rate and cell size across bacteria, it is currently unclear what causes this relationship. We conjecture that such scaling occurs because smaller cells have a larger surface-to-volume ratio and thus have to allocate a greater fraction of the total resources to the production of the cell envelope, leaving fewer resources for other biosynthetic processes. To test this theory, we developed a coarse-grained model of bacterial physiology composed of the proteome that converts nutrients into biomass, with the cell envelope acting as a resource sink. Assuming resources are partitioned to maximize the growth rate, the model predicts that the growth rate and ribosomal mass fraction scale negatively, while the mass fraction of envelope-producing enzymes scales positively with surface-to-volume. These relationships are compatible with growth measurements and quantitative proteomics data reported in the literature.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144529381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Why swarming insects have perplexing spatial statistics. 为什么成群的昆虫有令人困惑的空间统计。
IF 2 4区 生物学
Physical biology Pub Date : 2025-06-12 DOI: 10.1088/1478-3975/addf08
Andy Reynolds
{"title":"Why swarming insects have perplexing spatial statistics.","authors":"Andy Reynolds","doi":"10.1088/1478-3975/addf08","DOIUrl":"10.1088/1478-3975/addf08","url":null,"abstract":"<p><p>Unlike flocks of birds and schools of fish that show net motion and synchronized motion, insect mating swarms are stationary and lack velocity ordering. Their collective nature when unperturbed is instead evident in their spatial statistics. In stark contrast with bird flocks, wherein the number density can fluctuate enormously from flock to flock, the number density of individuals in laboratory swarms of the midge<i>Chironomus riparius</i>is approximately constant. Nonetheless, as swarms grow more populous, individuals cluster more and more. Here with the aid of stochastic trajectory models I show that these two seemingly contradictory behaviours can be attributed to the presence of multiplicative noise. The modelling also predicts that swarms are most stable when they are asymptotically large.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144187805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Methods in quantitative biology-from analysis of single-cell microscopy images to inference of predictive models for stochastic gene expression. 定量生物学的方法-从单细胞显微镜图像的分析到随机基因表达预测模型的推断。
IF 2 4区 生物学
Physical biology Pub Date : 2025-06-10 DOI: 10.1088/1478-3975/adda85
Luis U Aguilera, Lisa M Weber, Eric Ron, Connor R King, Kaan Öcal, Alex Popinga, Joshua Cook, Michael P May, William S Raymond, Zachary R Fox, Linda S Forero-Quintero, Jack R Forman, Alexandre David, Brian Munsky
{"title":"Methods in quantitative biology-from analysis of single-cell microscopy images to inference of predictive models for stochastic gene expression.","authors":"Luis U Aguilera, Lisa M Weber, Eric Ron, Connor R King, Kaan Öcal, Alex Popinga, Joshua Cook, Michael P May, William S Raymond, Zachary R Fox, Linda S Forero-Quintero, Jack R Forman, Alexandre David, Brian Munsky","doi":"10.1088/1478-3975/adda85","DOIUrl":"10.1088/1478-3975/adda85","url":null,"abstract":"<p><p>The field of quantitative biology (q-bio) seeks to provide precise and testable explanations for observed biological phenomena by applying mathematical and computational methods. The central goals of q-bio are to (1) systematically propose quantitative hypotheses in the form of mathematical models, (2) demonstrate that these models faithfully capture a specific essence of a biological process, and (3) correctly forecast the dynamics of the process in new, and previously untested circumstances. Achieving these goals depends on accurate analysis and incorporating informative experimental data to constrain the set of potential mathematical representations. In this introductory tutorial, we provide an overview of the state of the field and introduce some of the computational methods most commonly used in q-bio. In particular, we examine experimental techniques in single-cell imaging, computational tools to process images and extract quantitative data, various mechanistic modeling approaches used to reproduce these quantitative data, and techniques for data-driven model inference and model-driven experiment design. All topics are presented in the context of additional online resources, including open-source Python notebooks and open-ended practice problems that comprise the technical content of the annual Undergraduate Quantitative Biology Summer School (UQ-Bio).</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12150428/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144102425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparing regression-based approaches for identifying microbial functional groups. 比较基于回归的微生物功能群鉴定方法。
IF 2 4区 生物学
Physical biology Pub Date : 2025-05-30 DOI: 10.1088/1478-3975/addc2a
Fang Yu, Mikhail Tikhonov
{"title":"Comparing regression-based approaches for identifying microbial functional groups.","authors":"Fang Yu, Mikhail Tikhonov","doi":"10.1088/1478-3975/addc2a","DOIUrl":"10.1088/1478-3975/addc2a","url":null,"abstract":"<p><p>Microbial communities are composed of functionally integrated taxa, and identifying which taxa contribute to a given ecosystem function is essential for predicting community behaviors. This study compares the effectiveness of a previously proposed method for identifying 'functional taxa,' ensemble quotient optimization (EQO), to a potentially simpler approach based on the least absolute shrinkage and selection operator (LASSO). In contrast to LASSO, EQO uses a binary prior on coefficients, assuming uniform contribution strength across taxa. Using synthetic datasets with increasingly realistic structure, we demonstrate that EQO's strong prior enables it to perform better in low-data regime. However, LASSO's flexibility and efficiency can make it preferable as data complexity increases. Our results detail the favorable conditions for EQO and emphasize LASSO as a viable alternative.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144128525","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of membrane tension on pore formation induced by antimicrobial peptides and other membrane-active peptides. 膜张力对抗菌肽和其他膜活性肽诱导的孔形成的影响。
IF 2 4区 生物学
Physical biology Pub Date : 2025-05-06 DOI: 10.1088/1478-3975/add071
Marzuk Ahmed, Md Masum Billah, Masahito Yamazaki
{"title":"Effect of membrane tension on pore formation induced by antimicrobial peptides and other membrane-active peptides.","authors":"Marzuk Ahmed, Md Masum Billah, Masahito Yamazaki","doi":"10.1088/1478-3975/add071","DOIUrl":"https://doi.org/10.1088/1478-3975/add071","url":null,"abstract":"<p><p>Membrane tension plays an important role in various aspects of the dynamics and functions of cells. Here, we review recent studies of the effect of membrane tension on pore formation in lipid bilayers and pore formation induced by membrane-active peptides (MAPs) including antimicrobial peptides (AMPs). For this purpose, the micropipette aspiration method using a patch of cell membrane/lipid bilayers and a giant unilamellar vesicle (GUV)/a total cell, and the application of osmotic pressure (Π) to suspensions of large unilamellar vesicles (LUVs) have been used. However, these conventional methods have some drawbacks for the investigation of the effect of membrane tension on the actions of MAPs such as AMPs. Recently, to overcome these drawbacks, a new Π method using GUVs has been developed. Here, we focus on this Π method as a new technique for revealing the effect of membrane tension on the MAPs-induced pore formation. Firstly, we review studies of the effect of membrane tension on pore formation in lipid bilayers as determined by conventional methods. Secondly, after a brief review of studies of the effect of Π on LUVs, we describe the estimation of membrane tension in GUVs induced by Π and the Π-induced pore formation. Thirdly, after a review of the effect of membrane tension on the MAPs-induced pore formation as obtained by the conventional methods, we describe an application of the Π method to studies of the effect of membrane tension on AMP-induced pore formation. Finally, we discuss the advantages of the Π method over conventional methods and consider future perspectives.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":"22 3","pages":""},"PeriodicalIF":2.0,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144040789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum features of the transport through ion channels in the soft knock-on model. 软撞击模型中离子通道输运的量子特征。
IF 2 4区 生物学
Physical biology Pub Date : 2024-12-27 DOI: 10.1088/1478-3975/ad9cde
Mateusz Polakowski, Miłosz Panfil
{"title":"Quantum features of the transport through ion channels in the soft knock-on model.","authors":"Mateusz Polakowski, Miłosz Panfil","doi":"10.1088/1478-3975/ad9cde","DOIUrl":"https://doi.org/10.1088/1478-3975/ad9cde","url":null,"abstract":"<p><p>Ion channels are protein structures that facilitate the selective passage of ions across the membrane cells of living organisms. They are known for their high conductance and high selectivity. The precise mechanism between these two seemingly contradicting features is not yet firmly established. One possible candidate is the quantum coherence. In this work we study the quantum model of the soft knock-on conduction using the Lindblad equation taking into account the non-hermiticity of the model. We show that the model exhibits a regime in which high conductance coexists with high coherence. Our findings second the role of quantum effects in the transport properties of the ion channels.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":"22 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142896877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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