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Swarms of female Anopheles gambiae mosquitoes may fracture when perturbed. 成群的冈比亚按蚊在受到干扰时可能会破裂。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-05-08 DOI: 10.1088/1478-3975/ae6af1
Andy M Reynolds
{"title":"Swarms of female Anopheles gambiae mosquitoes may fracture when perturbed.","authors":"Andy M Reynolds","doi":"10.1088/1478-3975/ae6af1","DOIUrl":"https://doi.org/10.1088/1478-3975/ae6af1","url":null,"abstract":"<p><p>In contrast with bird flocks, schools of fish, and migratory herds that display directed motion, mating swarms of male insects do not possess global order. Over the last decade or so, substantial progress has been made in quantitatively demonstrating the collective nature of these swarms. Their emergent collective behaviour cannot be determined by passive observations alone; instead, they must be perturbed. Here I identify a new putative emergent property of swarming by modelling the first detailed experimental studies of swarms of female insects. I show that swarms of female Anopheles gambiae mosquitoes are predicted to undergo cohesion-to-fragmentation (order-to-disorder) transitions and so are prone to disintegration in the face of environmental perturbations. This may explain why it is difficult, if not impossible, to observe pure female swarms of Anopheles mosquitoes in the wild. More generally, the new results may explain why most natural swarms of insects fit into one of two classes, namely uniformly distributed and clumped, which are the extremes of a continuum.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147856650","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
How Exercise Scheduling Affects IL-6-Mediated Tumor Suppression: A Fixed Exercise Volume Perspective. 运动计划如何影响il -6介导的肿瘤抑制:固定运动量视角
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-04-28 DOI: 10.1088/1478-3975/ae65f8
Mary L Dorchhuon, Trilochan Bagarti, Niraj Kumar
{"title":"How Exercise Scheduling Affects IL-6-Mediated Tumor Suppression: A Fixed Exercise Volume Perspective.","authors":"Mary L Dorchhuon, Trilochan Bagarti, Niraj Kumar","doi":"10.1088/1478-3975/ae65f8","DOIUrl":"https://doi.org/10.1088/1478-3975/ae65f8","url":null,"abstract":"<p><p>Recent investigations into exercise-induced tumor suppression suggest that higher exercise frequency enhances tumor control when the total duration of exercise within a specified time window is not constrained. An equally compelling avenue for exploration is the effect of increased exercise frequency under the condition of a fixed total exercise duration within the same time frame. Using a mathematical model of IL-6-mediated interactions between natural killer (NK) cells and tumor cells, here we explore how different combinations of exercise and rest intervals -while maintaining a constant overall exercise volume -affect tumor suppression. Our results reveal a nonmonotonic tumor response and key metrics such as the time of maximum tumor suppression and the duration of tumor suppression are found to decrease with increasing exercise frequency. Interestingly, unlike earlier study where increasing exercise frequency leads to increase in tumor suppression, here we find that under fixed exercise volume constraints, increased frequency diminishes therapeutic efficacy of exercise, suggesting exercise bouts with longer duration are more effective in suppressing tumors. These findings highlight the importance of considering total exercise volume when designing exercise-based cancer interventions.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147779032","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
Both sides now: modeling motor regulation of microtubule length at both ends. 现在两面:模拟两端微管长度的电机调节。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-04-24 DOI: 10.1088/1478-3975/ae600a
Maria-Veronica Ciocanel, Bhargav R Karamched
{"title":"Both sides now: modeling motor regulation of microtubule length at both ends.","authors":"Maria-Veronica Ciocanel, Bhargav R Karamched","doi":"10.1088/1478-3975/ae600a","DOIUrl":"10.1088/1478-3975/ae600a","url":null,"abstract":"<p><p>Microtubules are dynamic biopolymers whose lengths are continuously regulated by the concerted actions of polymerization, depolymerization, and motor-protein activity. While numerous mathematical models have explored the regulation of filament length, most have been formulated in the context of growth and shrinking at a single tip of a microtubule, effectively ignoring the mechanistic description of complex phenomena such as treadmilling. Here, we develop a multiscale model for microtubule length regulation that explicitly couples the kinetics of two classes of kinesin molecular motors to filament dynamics at both microtubule tips. Motor densities along the filament are modeled using one-dimensional parabolic partial differential equations. The microtubule length evolves dynamically through a shrinkage term that depends on motor density and which closes the system. In the adiabatic regime, where motor kinetics are fast relative to length dynamics, we derive a reduced model amenable to analytic study and identify simple parameter relationships distinguishing growth, disassembly, and treadmilling behavior. Numerical simulations of the full system reveal qualitatively distinct dynamical regimes and demonstrate how bidirectional motor transport modulates filament length distributions. We parametrize our model with both<i>in vivo</i>and<i>in vitro</i>data and thus lay the foundation for developing mathematical models yielding a better understanding of cytoskeleton dynamics in living cells.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13107569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147691811","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
Encounter times of intermittently running particles. 遇到间歇运行粒子的次数。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-04-20 DOI: 10.1088/1478-3975/ae5d10
Lizzy Teryoshin, Mario Hidalgo-Soria, Elena F Koslover
{"title":"Encounter times of intermittently running particles.","authors":"Lizzy Teryoshin, Mario Hidalgo-Soria, Elena F Koslover","doi":"10.1088/1478-3975/ae5d10","DOIUrl":"10.1088/1478-3975/ae5d10","url":null,"abstract":"<p><p>Intracellular processes often rely on the timely encounter of mobile reaction partners, including intermittently motor-driven organelles. The underlying cytoskeletal network presents a complex landscape that both directs particle movement and introduces quenched disorder through filament organization. We investigate the mean first encounter times for pairs of intermittently processive and diffusive particles, moving in two dimensions with and without a fixed filament network. In unstructured domains, increasing particle run-length enhances exploration of the domain, but tends to slow down the encounter times compared to equivalent diffusing particles. Encounters for long-running particles occur preferentially near the periphery, contrasting with bulk encounters for the purely diffusive case. When particles are unbiased in their runs along dense filament networks, encounters are shown to be well approximated by a continuum run-and-tumble model. For biased particles, regions of convergent filament orientation serve as traps that slow the overall spatial exploration but can allow for faster encounter rates by funneling particles into regions of reduced dimensionality. These findings provide a framework for estimating intracellular encounter kinetics, highlighting the role of key physical features such as the effective diffusivity, run times, and network architecture.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147639666","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
AC electro-osmosis in bacterial communities with fluorescence-based electrophysiology measurements using exogeneous fluorophores. 使用外源荧光团的基于荧光电生理测量的细菌群落交流电渗透。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-03-27 DOI: 10.1088/1478-3975/ae51fd
Victor Carneiro da Cunha Martorelli, Emmanuel Akabuogu, Raveen Tank, Rok Krašovec, Ian S Roberts, Thomas A Waigh
{"title":"AC electro-osmosis in bacterial communities with fluorescence-based electrophysiology measurements using exogeneous fluorophores.","authors":"Victor Carneiro da Cunha Martorelli, Emmanuel Akabuogu, Raveen Tank, Rok Krašovec, Ian S Roberts, Thomas A Waigh","doi":"10.1088/1478-3975/ae51fd","DOIUrl":"10.1088/1478-3975/ae51fd","url":null,"abstract":"<p><p>Synthetic cationic fluorophores are widely used as probes to measure the membrane potentials of bacterial cells, eukaryotic cells, and organelles (such as mitochondria) in electrophysiology experiments and live/dead assays. We applied an external oscillating electric field to<i>Escherichia coli</i>using microelectrodes and observed that AC electro-osmosis caused fluorescence transients independent of bacterial electrophysiology, which could be mistaken for membrane depolarisation events. The fluorophores migrated within the microfluidic device in vortices, leading to concentration fluctuations manifested as dips in fluorescence. These fluorescent dips were universally present when using cationic fluorophores such as thioflavin-T, propidium iodide, Syto9, and Sytox Green, with or without<i>E. coli</i>present, whenever AC voltages were applied. Furthermore, we also demonstrate that fluorescence dips in dense bacterial communities can arise from AC electro-osmosis rather than ion-channel activity. This cautionary tale highlights how electrical stimulation experiments in microbial communities can yield misleading results if electrokinetic effects are not accounted for. We quantified the relaxation times of fluorophores under AC electro-osmosis, which depended on the community, the cells, and the dye used: PI showed the shortest relaxation time and Syto9 the longest. Removing cells resulted in longer relaxation times, and introducing dense communities did not significantly alter the relaxation times compared with single-cell experiments. Furthermore, fluorescently labelled DNA and fluorescent colloidal beads (30-130 nm) also exhibited fluorescence dips due to AC electro-osmosis, demonstrating that charged molecules and particles readily penetrate and accumulate within these assemblies. To our knowledge, this is the first study to characterise AC electro-osmosis in dense bacterial communities, revealing the high mobility of charged molecules in such systems and suggesting possible applications for enhancing antibiotic delivery.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147459398","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 G4C2repeat expansions on the motion of lysosomes inside neurites. g4c2重复扩增对神经突内溶酶体运动的影响。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-03-26 DOI: 10.1088/1478-3975/ae5143
Maria Mytiliniou, Joeri A J Wondergem, Marleen Feliksik, Thomas Schmidt, Thomas Fuhs, Doris Heinrich
{"title":"Effect of G<sub>4</sub>C<sub>2</sub>repeat expansions on the motion of lysosomes inside neurites.","authors":"Maria Mytiliniou, Joeri A J Wondergem, Marleen Feliksik, Thomas Schmidt, Thomas Fuhs, Doris Heinrich","doi":"10.1088/1478-3975/ae5143","DOIUrl":"10.1088/1478-3975/ae5143","url":null,"abstract":"<p><p>The G<sub>4</sub>C<sub>2</sub>hexanucleotide repeat expansion (HRE) in the c9orf72 locus is a mutation associated with amyotrophic lateral sclerosis. Recent evidence suggests a link with disrupted axonal trafficking in neurons. Here, using a neuronal-like cell line without or transfected with G<sub>4</sub>C<sub>2</sub>repeats, we characterize the motion of lysosomes inside neurites. The neurites grew either aligned to patterned lines, or oriented freely on a 2D-substrate. Implementing time-resolved (local) mean squared displacement analysis lysosome trajectories were split into sub-diffusive, diffusive, and super-diffusive parts. Our results suggest that in the presence of the G<sub>4</sub>C<sub>2</sub>repeats, lysosome trafficking is hampered, exhibiting overall decreased mean squared displacement and speed, more prominently inside aligned neurites. Moreover, a prominent effect in the super-diffusive drift velocity and diffusive motion diffusion coefficient was evident when the motion occurred inside aligned neurites. Trajectories which included super-diffusive motion, exhibited a varied ratio of anterograde/retrograde/neutral for both neurite geometries in the presence of G<sub>4</sub>C<sub>2</sub>repeats but a similar velocity decrease for both directions in each neurite geometry. Our findings support the hypothesis that impaired axonal trafficking emerges in the presence of the G<sub>4</sub>C<sub>2</sub>HRE, and demonstrate that this effect is more prominent when the neurites are aligned.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147444632","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
Modeling reveals temperature compensation and entrainment in the peroxiredoxin-based redox oscillator as an ancient circadian timekeeper. 模型揭示了温度补偿和携带在过氧化物还原素为基础的氧化还原振荡器作为一个古老的昼夜节律计时器。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-03-24 DOI: 10.1088/1478-3975/ae51fe
Xuesong Luo, Qi Ouyang, Hongli Wang
{"title":"Modeling reveals temperature compensation and entrainment in the peroxiredoxin-based redox oscillator as an ancient circadian timekeeper.","authors":"Xuesong Luo, Qi Ouyang, Hongli Wang","doi":"10.1088/1478-3975/ae51fe","DOIUrl":"10.1088/1478-3975/ae51fe","url":null,"abstract":"<p><p>Peroxiredoxins (PRXs) are antioxidant enzymes that exhibit ∼24 h redox-state oscillations across diverse life forms. These non-transcriptional rhythms operate independently of the canonical transcription-translation feedback loops, suggesting an ancient, conserved timekeeping mechanism. However, whether this redox oscillator meets the core circadian criteria-entrainment and temperature compensation-remains a key question. To address this, we developed and calibrated a mathematical model of the mitochondrial PRX/ sulfiredoxin/thioredoxin redox cycle using physiologically meaningful parameters. The model quantitatively reproduced experimental redox oscillations in<i>A. thaliana, D. melanogaster</i>, and<i>M. musculus</i>. Simulations revealed that the PRX redox oscillator possesses both temperature-compensated periodicity and the capacity for entrainment by periodic thermal and oxidative signals, thereby fulfilling the core criteria of a circadian clock. The inverse angular speed, when integrated over the closed orbit, is largely temperature-invariant, thus providing a mathematical basis for the observed period stability. The calculated phase response curves, which show phase-dependent shifts, together with the broad Arnold tongue for 1:1 resonance, demonstrate a substantial entrainment range that enables the internal rhythm to robustly lock onto periodic environmental Zeitgebers.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147459433","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
Genome size and nucleotide skews as predictors of bacterial growth rate. 基因组大小和核苷酸偏斜作为细菌生长速度的预测因子。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-03-20 DOI: 10.1088/1478-3975/ae5015
Parthasarathi Sahu, Sashikanta Barik, Koushik Ghosh, Hemachander Subramanian
{"title":"Genome size and nucleotide skews as predictors of bacterial growth rate.","authors":"Parthasarathi Sahu, Sashikanta Barik, Koushik Ghosh, Hemachander Subramanian","doi":"10.1088/1478-3975/ae5015","DOIUrl":"10.1088/1478-3975/ae5015","url":null,"abstract":"<p><p>Bacterial growth rates are constrained by genome replication, yet the role of replication kinetics in bacterial growth rates remains incompletely understood. Here, we examine if genome size, replichore organization, and nucleotide compositional asymmetry are reasonable predictors of bacterial doubling times. In free-living bacteria, both genome size and the length of the longest replichore are found to correlate positively with doubling time, pointing to an influence of replication dynamics on bacterial growth rates. Moreover, fast-growing bacteria are shown to exhibit stronger nucleotide compositional skew. Incorporating skew into the model substantially improves predictive accuracy, suggesting that compositional asymmetry in genomes may facilitate replication fork progression and thereby enhance growth rates. Based on these observations, we speculate that nucleotide skew may play a potential adaptive role in bacterial genome replication. To assess whether the observed association between genome architecture and growth rate reflects an evolutionary signature or a mechanistic link, we reconstructed ancestral states and found that the model fits ancestral traits more strongly, with predictive strength (<i>R</i><sup>2</sup>) decreasing progressively along the evolutionary tree as successive speciations occur. We speculate that this association has been stronger early in bacterial evolution and became subsequently screened as organisms diversified and increased in ecological and physiological complexity.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147435120","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
Androgen receptor activation stabilizes a hybrid epithelial/mesenchymal phenotype in presence of Notch-Jagged signaling. 雄激素受体的激活稳定了Notch-Jagged信号存在下的上皮/间充质杂交表型。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-03-19 DOI: 10.1088/1478-3975/ae5016
Souvik Guha, Soundharya R, Baishakhi Tikader, Mohit Kumar Jolly
{"title":"Androgen receptor activation stabilizes a hybrid epithelial/mesenchymal phenotype in presence of Notch-Jagged signaling.","authors":"Souvik Guha, Soundharya R, Baishakhi Tikader, Mohit Kumar Jolly","doi":"10.1088/1478-3975/ae5016","DOIUrl":"10.1088/1478-3975/ae5016","url":null,"abstract":"<p><p>Metastasis is a key cause of mortality in cancer. It is driven majorly by clusters of circulating tumor cells which are often comprised of cells in a hybrid epithelial/mesenchymal (E/M) phenotype. Hybrid E/M phenotype has also been shown to be more tumor-initiating and therapy-resistant, but how cells maintain the hybrid E/M phenotype(s) remains an active area of investigation. Here, we develop a mathematical model that couples the intracellular dynamics of key players of epithelial-mesenchymal transition with the androgen receptor (AR), and cell-cell communication through Notch-Delta-Jagged signaling, in the context of prostate cancer (PCa). Our simulations show that AR can stabilize a hybrid E/M phenotype predominantly in the presence of Notch-Jagged, but not Notch-Delta, signaling. Implementing this model on a multi-cellular lattice, we observed that AR can alter the fraction of cells exhibiting a hybrid E/M and a mesenchymal phenotype. Finally, through analysis of transcriptomic and patient survival data, we found that the co-expression of AR and Jagged correlated with worse outcomes. Together, these results highlight the outcome of emergent dynamics between the Notch and AR signaling axis in promoting PCa aggressiveness.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147435128","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
Liquid-liquid phase separation induces stochastic oscillations in gene regulation. 液-液相分离引起基因调控的随机振荡。
IF 1.6 4区 生物学
Physical biology Pub Date : 2026-03-13 DOI: 10.1088/1478-3975/ae4afa
Lijun Hong, Zhenquan Zhang, Zihao Wang, Jiajun Zhang
{"title":"Liquid-liquid phase separation induces stochastic oscillations in gene regulation.","authors":"Lijun Hong, Zhenquan Zhang, Zihao Wang, Jiajun Zhang","doi":"10.1088/1478-3975/ae4afa","DOIUrl":"10.1088/1478-3975/ae4afa","url":null,"abstract":"<p><p>Rhythmic gene expression underlies core physiological processes across organisms, from circadian timekeeping to stress responses. Recent experiments suggest that the regulation of such rhythmic dynamics involves protein compartmentalization mediated by liquid-liquid phase separation (LLPS), yet the mechanisms by which LLPS feeds back onto oscillatory behaviour remain unclear. Here we develop a minimal two-phase gene-expression model in which proteins are synthesized in the dilute phase, reversibly partition into a protein-dense droplet phase, and repress their own production via condensate-mediated regulation. In the deterministic limit, LLPS does not generate limit cycles; instead, nonlinear partitioning and timescale separation between phase separation and protein turnover convert purely relaxational dynamics into damped oscillatory transients, altering the approach to equilibrium without producing sustained oscillations. In the stochastic regime, intrinsic noise interacting with this near-focus dynamics is amplified into noise-sustained, near-periodic fluctuations with a characteristic timescale, as revealed by the power spectral density and autocorrelation functions. These results show how LLPS reshapes oscillatory signatures by encoding and filtering temporal signals in phase-specific ways, providing a quantitative framework for interpreting LLPS-rhythm coupling and for engineering biomolecular systems with tunable dynamic behaviour.</p>","PeriodicalId":20207,"journal":{"name":"Physical biology","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147309308","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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