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Effect of detachment of motor protein from track on its transport 运动蛋白脱离轨道对其运输的影响
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-10-03 DOI: 10.1007/s10867-022-09613-z
Mohd Suhail Rizvi

The transportation of the cargoes in biological cells is primarily driven by the motor proteins on filamentous protein tracks. The stochastic nature of the motion of motor protein often leads to its spontaneous detachment from the track. We formulate a mathematical model to study the effect of the detachment of motor protein on its track bound transport. We calculate two quantities: the distance traveled by the motor protein in given time, and the average time taken by a single motor protein to reach a target distance. Expectedly, both of these quantities decrease with the increasing detachment rate if the motor velocity is kept fixed. However, the existing experimental data suggest that a change in the detachment rate also affects the velocity of the motor protein. This relation between motor protein speed and its detachment rate results in a non-monotonic dependence on the distance traveled in fixed time and transport rate to a fixed distance. Therefore, we demonstrate that optimal motor speeds can be identified for the time and distance controlled conditions.

生物细胞中货物的运输主要由丝状蛋白轨道上的运动蛋白驱动。运动蛋白运动的随机性常常导致其自发脱离运动轨迹。我们建立了一个数学模型来研究运动蛋白脱离对其轨道结合运输的影响。我们计算了两个量:运动蛋白在给定时间内移动的距离,以及单个运动蛋白到达目标距离所需的平均时间。可以预见的是,如果电机速度保持固定,这两个量都随着分离率的增加而减少。然而,现有的实验数据表明,分离速率的变化也会影响运动蛋白的速度。运动蛋白速度与其分离率之间的这种关系导致运动蛋白在固定时间内移动的距离和到固定距离的运输速率非单调依赖。因此,我们证明了可以在时间和距离控制条件下确定最佳电机速度。
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引用次数: 0
Fisetin decreases the duration of ictal-like discharges in mouse hippocampal slices 非瑟酮可减少小鼠海马切片中癫痫样放电的持续时间
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-08-10 DOI: 10.1007/s10867-022-09612-0
Hilal Ozturk, Harun Basoglu, Nuri Yorulmaz, Selcen Aydin-Abidin, Ismail Abidin

There is an increasing interest in the biological and therapeutic effects of fisetin, a natural phenolic compound. Fisetin has affinity on some neuronal targets and may have the potential to modulate neuronal activity. In this study the effects of acute application of fisetin on synchronized events were evaluated electro-physiologically. Besides, interaction of fisetin with closely related channels were investigated in silico. Acute horizontal hippocampal slices were obtained from 32- to 36-day-old C57BL/6 mice. Extracellular field potentials were recorded from CA3 region of the hippocampus. Bath application of 4 aminopyridine (4AP, 100 µM) initiated ictal- and interictal-like synchronized epileptiform discharges in the brain slices. Fifty micromolar fisetin was applied to the recording chamber during the epileptiform activity. The duration and frequencies of both ictal-like and interictal-like activities were calculated from the electrophysiological records. Molecular docking was performed to reveal interaction of fisetin on GABA-A, NMDA, AMPA receptors, and HCN2 channel, which are neuronal structures directly involved in recorded activity. Although fisetin does not affect basal neuronal activity in brain slice, it reduced the duration of ictal-like discharges significantly. Molecular docking results indicated that fisetin has no effect on GABA-A, NMDA, and AMPA receptors. However, fisetin binds to the (5JON) HCN2 channel strongly with the binding energy of −7.66 kcal/mol. Reduction on the duration of 4AP-induced ictal-like discharges can be explained as HCN channels can cause an inhibitory effect via enhancing M-type K + channels which increase K outward currents.

非瑟酮是一种天然酚类化合物,它的生物学和治疗作用引起了人们越来越多的兴趣。非西汀对某些神经元靶点具有亲和力,可能具有调节神经元活动的潜力。在这项研究中,对非瑟酮急性应用对同步事件的影响进行了电生理评估。此外,还研究了非瑟酮与密切相关通道的相互作用。取32 ~ 36日龄C57BL/6小鼠急性水平海马切片。海马CA3区记录细胞外场电位。4氨基吡啶(4AP, 100µM)在脑切片中引起癫痫样的发作和发作间同步放电。在癫痫样活动期间,将50微摩尔非瑟酮应用于记录室。根据电生理记录计算发作样活动和间歇样活动的持续时间和频率。通过分子对接揭示非瑟酮与GABA-A、NMDA、AMPA受体和HCN2通道的相互作用,这些是直接参与记录活性的神经元结构。虽然非瑟酮不影响脑片基底神经元的活动,但它能显著缩短癫痫样放电的持续时间。分子对接结果表明,非瑟酮对GABA-A、NMDA和AMPA受体无影响。而非塞酮与(5JON) HCN2通道结合较强,结合能为- 7.66 kcal/mol。4ap诱导的致痫样放电持续时间的减少可以解释为HCN通道可以通过增强m型K +通道而引起抑制作用,从而增加K向外电流。
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引用次数: 2
How to discern external acoustic waves in a piezoelectric neuron under noise? 如何在噪声下辨别压电神经元中的外部声波?
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-08-10 DOI: 10.1007/s10867-022-09611-1
Ying Xie, Jun Ma

Biological neurons keep sensitive to external stimuli and appropriate firing modes can be triggered to give effective response to external chemical and physical signals. A piezoelectric neural circuit can perceive external voice and nonlinear vibration by generating equivalent piezoelectric voltage, which can generate an equivalent trans-membrane current for inducing a variety of firing modes in the neural activities. Biological neurons can receive external stimuli from more ion channels and synapse synchronously, but the further encoding and priority in mode selection are competitive. In particular, noisy disturbance and electromagnetic radiation make it more difficult in signals identification and mode selection in the firing patterns of neurons driven by multi-channel signals. In this paper, two different periodic signals accompanied by noise are used to excite the piezoelectric neural circuit, and the signal processing in the piezoelectric neuron driven by acoustic waves under noise is reproduced and explained. The physical energy of the piezoelectric neural circuit and Hamilton energy in the neuron driven by mixed signals are calculated to explain the biophysical mechanism of auditory neuron when external stimuli are applied. It is found that the neuron prefers to respond to the external stimulus with higher physical energy and the signal which can increase the Hamilton energy of the neuron. For example, stronger inputs used to inject higher energy and it is detected and responded more sensitively. The involvement of noise is helpful to detect the external signal under stochastic resonance, and the additive noise changes the excitability of neuron as the external stimulus. The results indicate that energy controls the firing patterns and mode selection in neurons, and it provides clues to control the neural activities by injecting appropriate energy into the neurons and network.

生物神经元对外界刺激保持敏感,可以触发适当的放电模式,对外界的化学和物理信号作出有效的反应。压电神经电路通过产生等效压电电压来感知外界声音和非线性振动,而等效压电电压产生等效跨膜电流,诱导神经活动中的多种放电模式。生物神经元可以同时接受来自多个离子通道和突触的外部刺激,但其进一步的编码和模式选择的优先级是竞争性的。特别是在多通道信号驱动下的神经元放电模式中,噪声干扰和电磁辐射给信号识别和模式选择带来了困难。本文采用两种不同周期的噪声信号来激励压电神经电路,再现并解释了噪声下声波驱动压电神经元的信号处理过程。通过计算压电神经回路的物理能量和混合信号驱动下神经元的Hamilton能量来解释外界刺激下听觉神经元的生物物理机制。研究发现,神经元更倾向于对具有较高物理能量的外部刺激和能增加神经元汉米尔顿能量的信号作出反应。例如,使用更强的输入来注入更高的能量,它被检测到并更敏感地响应。噪声的参与有助于在随机共振下检测外部信号,而加性噪声作为外部刺激改变了神经元的兴奋性。结果表明,能量控制着神经元的放电模式和模式选择,为通过向神经元和网络注入适当的能量来控制神经活动提供了线索。
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引用次数: 11
Noise-induced collective dynamics in the small-world network of photosensitive neurons 光敏神经元小世界网络中噪声诱导的集体动力学
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-07-25 DOI: 10.1007/s10867-022-09610-2
Fan Li, Xiaola Li, Liqing Ren

Photosensitive neurons can capture and convert external optical signals, and then realize the encoding signal. It is confirmed that a variety of firing modes could be induced under optical stimuli. As a result, it is interesting to explore the mode transitions of collective dynamics in the photosensitive neuron network under external stimuli. In this work, the collective dynamics of photosensitive neurons in a small-world network with non-synaptic coupling will be discussed with spatial diversity of noise and uniform noise applied on, respectively. The results prove that a variety of different collective electrical activities could be induced under different conditions. Under spatial diversity of noise applied on, a chimera state could be observed in the evolution, and steady cluster synchronization could be detected in the end; even the nodes in each cluster depend on the degree of each node. Under uniform noise applied on, the complete synchronization window could be observed alternately in the transient process, and steady complete synchronization could be detected finally. The potential mechanism is that continuous energy is pumped in the phototubes, and energy exchange and balance between neurons to form the resonance synchronization in the network with different noise applied on. Furthermore, it is confirmed that the evolution of collective dynamical behaviors in the network depends on the external stimuli on each node. Moreover, the bifurcation analysis for the single neuron model is calculated, and the results confirm that the electrical activities of single neuron are sensitive to different kinds of noise.

光敏神经元可以捕获并转换外界光信号,实现编码信号。结果表明,光刺激可诱发多种放电模式。因此,探索外部刺激下光敏神经元网络中集体动力学的模式转换是一个有趣的问题。在这项工作中,光敏神经元在具有非突触耦合的小世界网络中的集体动力学将分别在噪声和均匀噪声的空间多样性下进行讨论。结果表明,在不同条件下可诱发多种不同的集体电活动。在噪声的空间分异作用下,在演化过程中可以观察到嵌合体状态,并最终检测到稳定的集群同步;甚至每个集群中的节点也取决于每个节点的度。在均匀噪声作用下,可以在瞬态过程中交替观察到完全同步窗口,最终检测到稳定的完全同步。其潜在机制是在不同噪声作用下,光电管内连续泵送能量,神经元之间进行能量交换和平衡,形成网络内的共振同步。进一步证实了网络中集体动力行为的演化取决于每个节点上的外部刺激。此外,对单神经元模型进行了分岔分析,结果证实了单神经元的电活动对不同类型的噪声都很敏感。
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引用次数: 2
Instantaneous maturity rate: a novel and compact characterization of biological growth curve models 瞬时成熟率:一种新颖而紧凑的生物生长曲线模型
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-07-02 DOI: 10.1007/s10867-022-09609-9
Biman Chakraborty, Amiya Ranjan Bhowmick, Joydev Chattopadhyay, Sabyasachi Bhattacharya

Modeling and analysis of biological growth curves are an age-old study area in which much effort has been dedicated to developing new growth equations. Recent efforts focus on identifying the correct model from a large number of equations. The relative growth rate (RGR), developed by Fisher (1921), has largely been used in the statistical inference of biological growth curve models. It is convenient to express growth equations using RGR, where RGR can be expressed as functions of size or time. Even though RGR is model invariant, it has limitations when it comes to identifying actual growth patterns. By proposing interval-specific rate parameters (ISRPs), Pal et al. (2018) appeared to solve this problem. The ISRP is based on the mathematical structure of the growth equations. Therefore, it is not model invariant. The current effort is to develop a measure of growth that is model invariant like RGR and shares the advantages of ISRP. We propose a new measure of growth, which we call instantaneous maturity rate (IMR). IMR is model invariant, which allows it to distinguish growth patterns more clearly than RGR. IMR is also scale-invariant and can take several forms including increasing, decreasing, constant, sigmoidal, bell-shaped, and bathtub. A wide range of possible IMR shapes makes it possible to identify different growth curves. The estimation procedure of IMR under a stochastic setup has been developed. Statistical properties of empirical IMR estimators have also been investigated in detail. In addition to extensive simulation studies, real data sets have been analyzed to prove the utility of IMR.

生物生长曲线的建模和分析是一个古老的研究领域,人们一直致力于开发新的生长方程。最近的努力集中在从大量的方程中找出正确的模型。由Fisher(1921)提出的相对生长率(RGR)在生物生长曲线模型的统计推断中得到了广泛的应用。用RGR表示生长方程很方便,其中RGR可以表示为大小或时间的函数。尽管RGR是模型不变的,但在识别实际增长模式时,它也有局限性。Pal等人(2018)通过提出间隔特定速率参数(isrp),似乎解决了这一问题。ISRP是基于生长方程的数学结构。因此,它不是模型不变的。目前的努力是开发一种像RGR一样模型不变的增长衡量标准,并分享ISRP的优势。我们提出了一种新的增长度量,我们称之为瞬时成熟度(IMR)。IMR是模型不变性的,这使得它比RGR更清楚地区分增长模式。IMR也是尺度不变的,可以采取几种形式,包括增加,减少,常数,s形,钟形和浴缸。广泛的可能的IMR形状使得识别不同的生长曲线成为可能。给出了随机设置下的IMR估计方法。本文还详细研究了经验IMR估计器的统计性质。除了广泛的模拟研究外,还分析了实际数据集来证明IMR的实用性。
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引用次数: 1
Effect of Joule heating and entropy generation on multi-slip condition of peristaltic flow of Casson nanofluid in an asymmetric channel 焦耳加热和熵生成对非对称通道中卡森纳米流体蠕动流动多滑移条件的影响
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-04-28 DOI: 10.1007/s10867-022-09603-1
Asha Kotnurkar, Namrata Kallolikar

In the present investigation, the effect of multi-slip condition on peristaltic flow through asymmetric channel with Joule heating effect is considered. We also considered the incompressible non-Newtonian Casson nanofluid model for blood, which is electrically conducting. Second law of thermodynamics is used to examine the entropy generation. Multi-slip condition is used at the boundary of the wall and the analysis is also restricted under the low Reynolds number and long wavelength assumption. The governing equations were transformed into a non-dimensional form by using suitable terms. The reduced non-dimensional highly nonlinear partial differential equations are solved by using the Homotopy Perturbation Sumudu transformation method (HPSTM). The influence of different physical parameters on dimensionless velocity, pressure gradient, temperature, concentration and nanoparticle is graphically presented. From the results, one can understand that the Joule heating effect controls the heat transfer in the system and as the magnetic parameter is increased, there will be decay in the velocity of fluid. The outcomes of the present investigation can be applicable in examining the chyme motion in the gastrointestinal tract and controlling the blood flow during surgery. Present study shows an excellent agreement with the previously available studies in the limiting case. 

本文考虑了多滑移条件对具有焦耳热效应的非对称通道中蠕动流动的影响。我们还考虑了血液的不可压缩非牛顿卡森纳米流体模型,它是导电的。用热力学第二定律来考察熵的产生。在壁面边界处采用多滑移条件,分析也受低雷诺数和长波长假设的限制。利用适当的术语将控制方程转化为无量纲形式。采用同伦摄动苏穆度变换方法求解了一类降维的非维高度非线性偏微分方程。用图形表示了不同物理参数对无量纲速度、压力梯度、温度、浓度和纳米颗粒的影响。从结果可以看出,焦耳热效应控制着系统中的传热,随着磁参数的增大,流体的速度会衰减。本研究结果可应用于手术过程中胃肠道食糜运动的检测和血流的控制。本研究在极限情况下与先前已有的研究结果非常吻合。
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引用次数: 3
“Flexible hinge” dynamics in mismatched DNA revealed by fluorescence correlation spectroscopy 荧光相关光谱揭示错配DNA中的“柔性铰链”动力学
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-04-22 DOI: 10.1007/s10867-022-09607-x
Timour B. Ten, Viktoriya Zvoda, Manas K. Sarangi, Serguei V. Kuznetsov, Anjum Ansari

Altered unwinding/bending fluctuations at DNA lesion sites are implicated as plausible mechanisms for damage sensing by DNA-repair proteins. These dynamics are expected to occur on similar timescales as one-dimensional (1D) diffusion of proteins on DNA if effective in stalling these proteins as they scan DNA. We examined the flexibility and dynamics of DNA oligomers containing 3 base pair (bp) mismatched sites specifically recognized in vitro by nucleotide excision repair protein Rad4 (yeast ortholog of mammalian XPC). A previous Forster resonance energy transfer (FRET) study mapped DNA conformational distributions with cytosine analog FRET pair primarily sensitive to DNA twisting/unwinding deformations (Chakraborty et al. Nucleic Acids Res. 46: 1240–1255 (2018)). These studies revealed B-DNA conformations for nonspecific (matched) constructs but significant unwinding for mismatched constructs specifically recognized by Rad4, even in the absence of Rad4. The timescales of these unwinding fluctuations, however, remained elusive. Here, we labeled DNA with Atto550/Atto647N FRET dyes suitable for fluorescence correlation spectroscopy (FCS). With these probes, we detected higher FRET in specific, mismatched DNA compared with matched DNA, reaffirming unwinding/bending deformations in mismatched DNA. FCS unveiled the dynamics of these spontaneous deformations at ~ 300 µs with no fluctuations detected for matched DNA within the ~ 600 ns–10 ms FCS time window. These studies are the first to visualize anomalous unwinding/bending fluctuations in mismatched DNA on timescales that overlap with the < 500 µs “stepping” times of repair proteins on DNA. Such “flexible hinge” dynamics at lesion sites could arrest a diffusing protein to facilitate damage interrogation and recognition.

DNA损伤部位的解绕/弯曲波动被认为是DNA修复蛋白感知损伤的合理机制。如果这些动态在蛋白质扫描DNA时有效地阻止这些蛋白质,预计这些动态将在与蛋白质在DNA上的一维(1D)扩散相似的时间尺度上发生。我们研究了含有3个碱基对(bp)错配位点的DNA低聚物的灵活性和动力学,这些DNA低聚物在体外被核苷酸切除修复蛋白Rad4(哺乳动物XPC的酵母同源物)特异性识别。先前的Forster共振能量转移(FRET)研究用胞嘧啶类似物FRET对绘制DNA构象分布,主要对DNA扭曲/解绕变形敏感(Chakraborty等)。核酸学报,46:1240-1255(2018)。这些研究揭示了非特异性(匹配)结构的B-DNA构象,但即使在没有Rad4的情况下,Rad4特异性识别的不匹配结构也显着解绕。然而,这些解除波动的时间尺度仍然难以捉摸。在这里,我们用适合于荧光相关光谱(FCS)的Atto550/Atto647N FRET染料标记DNA。通过这些探针,我们在特定的错配DNA中检测到更高的FRET,与匹配的DNA相比,重申错配DNA中的解绕/弯曲变形。FCS揭示了这些自发变形在~ 300µs的动态,在~ 600 ns-10 ms FCS时间窗内没有检测到匹配DNA的波动。这些研究首次在与修复蛋白在DNA上的500µs“步进”时间重叠的时间尺度上可视化错配DNA的异常解绕/弯曲波动。这种损伤部位的“柔性铰链”动态可以阻止扩散的蛋白质,以促进损伤的询问和识别。
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引用次数: 0
Thermodynamics of unfolding mechanisms of mouse mammary tumor virus pseudoknot from a coarse-grained loop-entropy model 基于粗粒度环熵模型的小鼠乳腺肿瘤病毒假结展开机制的热力学研究
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-04-20 DOI: 10.1007/s10867-022-09602-2
Ke Tang, Jorjethe Roca, Rong Chen, Anjum Ansari, Jie Liang

Pseudoknotted RNA molecules play important biological roles that depend on their folded structure. To understand the underlying principles that determine their thermodynamics and folding/unfolding mechanisms, we carried out a study on a variant of the mouse mammary tumor virus pseudoknotted RNA (VPK), a widely studied model system for RNA pseudoknots. Our method is based on a coarse-grained discrete-state model and the algorithm of PK3D (pseudoknot structure predictor in three-dimensional space), with RNA loops explicitly constructed and their conformational entropic effects incorporated. Our loop entropy calculations are validated by accurately capturing previously measured melting temperatures of RNA hairpins with varying loop lengths. For each of the hairpins that constitutes the VPK, we identified alternative conformations that are more stable than the hairpin structures at low temperatures and predicted their populations at different temperatures. Our predictions were validated by thermodynamic experiments on these hairpins. We further computed the heat capacity profiles of VPK, which are in excellent agreement with available experimental data. Notably, our model provides detailed information on the unfolding mechanisms of pseudoknotted RNA. Analysis of the distribution of base-pairing probability of VPK reveals a cooperative unfolding mechanism instead of a simple sequential unfolding of first one stem and then the other. Specifically, we find a simultaneous “loosening” of both stems as the temperature is raised, whereby both stems become partially melted and co-exist during the unfolding process.

假结RNA分子的折叠结构决定了其重要的生物学作用。为了了解决定其热力学和折叠/展开机制的基本原理,我们对小鼠乳腺肿瘤病毒假结RNA (VPK)的一种变体进行了研究,VPK是一种广泛研究的RNA假结模型系统。我们的方法基于粗粒度离散状态模型和PK3D(三维空间中的伪结结构预测器)算法,明确构建了RNA环,并结合了它们的构象熵效应。我们的环路熵计算通过准确捕获先前测量的具有不同环路长度的RNA发夹的熔化温度而得到验证。对于构成VPK的每个发夹,我们确定了在低温下比发夹结构更稳定的替代构象,并预测了它们在不同温度下的种群。在这些发夹上进行的热力学实验验证了我们的预测。我们进一步计算了VPK的热容分布,与现有的实验数据非常吻合。值得注意的是,我们的模型提供了假结RNA展开机制的详细信息。通过对VPK碱基配对概率分布的分析,揭示了VPK的展开机制是一种合作展开机制,而不是简单的先一个茎后另一个茎的顺序展开机制。具体来说,我们发现随着温度的升高,两个杆同时“松动”,因此两个杆在展开过程中部分熔化并共存。
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引用次数: 0
Quantification of adaptive forces on SNP rs1010211 due to viral zoonotic pathogens 病毒性人畜共患病原体对SNP rs1010211的适应性的定量分析
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-04-15 DOI: 10.1007/s10867-022-09606-y
Daniah Alsufyani, James Lindesay

Widespread genotyping of human populations in environmental homeostasis has created opportunities to quantify how environmental parameters affect the genomic distribution of variants in healthy populations. This represents an ongoing natural experiment upon the human species that can only be understood through developing models of adaptation. By examining the information dynamics of optimal SNP distributions within such populations, “adaptive forces” on genomic variants can be quantified through comparisons between different populations. To this end, we are performing double-blind scans of SNPs in order to ascertain any potential smooth functional relationships between the frequencies of the variants and changes in quantified environmental parameters. At present, we have sequentially examined more than twenty thousand SNPs (on chromosome 3) of nine homeostatic native populations for potential adaptive flagging of the variants as functions of 15 environmental parameters. Our first significant flag has related rs1010211 to viral pathogens in mammalian hosts. Such pathogens present a significant risk for the emergence of new infectious diseases in humans. This genomic variant is within the gene TNIK, which is a germinal center kinase (GCK). GCKs are participants in both adaptive and innate immune regulation. However, the function of TNIK is not fully understood. We quantify the adaptive force on the C allele due to the pathogens as 0.04 GEU’s/viral species.

环境稳态中人类群体的广泛基因分型为量化环境参数如何影响健康人群中变异的基因组分布创造了机会。这代表了人类物种正在进行的自然实验,只有通过发展适应模型才能理解。通过检查这些种群中最佳SNP分布的信息动态,可以通过不同种群之间的比较来量化基因组变异的“适应性力量”。为此,我们正在对snp进行双盲扫描,以确定变异频率与量化环境参数变化之间的任何潜在平滑函数关系。目前,我们已经连续检测了9个稳态本地种群的2万多个snp(3号染色体上),以寻找15个环境参数对变异的潜在适应性标记。我们的第一个重要标志是rs1010211与哺乳动物宿主的病毒病原体有关。这类病原体对人类出现新的传染病具有重大风险。这种基因组变异位于基因TNIK内,这是一种生发中心激酶(GCK)。gck参与了适应性和先天免疫调节。然而,TNIK的功能尚不完全清楚。我们将病原菌对C等位基因的适应力量化为0.04 GEU /病毒种。
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引用次数: 1
Modulation of free energy landscapes as a strategy for the design of antimicrobial peptides 自由能景观的调节作为抗菌肽设计的一种策略
IF 1.8 4区 生物学 Q3 Physics and Astronomy Pub Date : 2022-04-14 DOI: 10.1007/s10867-022-09605-z
Sergio A. Hassan, Peter J. Steinbach

Computational design of antimicrobial peptides (AMPs) is a promising area of research for developing novel agents against drug-resistant bacteria. AMPs are present naturally in many organisms, from bacteria to humans, a time-tested mechanism that makes them attractive as effective antibiotics. Depending on the environment, AMPs can exhibit α-helical or β-sheet conformations, a mix of both, or lack secondary structure; they can be linear or cyclic. Prediction of their structures is challenging but critical for rational design. Promising AMP leads can be developed using essentially two approaches: traditional modeling of the physicochemical mechanisms that determine peptide behavior in aqueous and membrane environments and knowledge-based, e.g., machine learning (ML) techniques, that exploit ever-growing AMP databases. Here, we explore the conformational landscapes of two recently ML-designed AMPs, characterize the dependence of these landscapes on the medium conditions, and identify features in peptide and membrane landscapes that mediate protein-membrane association. For both peptides, we observe greater conformational diversity in an aqueous solvent than in a less polar solvent, and one peptide is seen to alter its conformation more dramatically than the other upon the change of solvent. Our results support the view that structural rearrangement in response to environmental changes is central to the mechanism of membrane-structure disruption by linear peptides. We expect that the design of AMPs by ML will benefit from the incorporation of peptide conformational substates as quantified here with molecular simulations.

抗菌肽(AMPs)的计算设计是开发抗耐药细菌新药的一个有前途的研究领域。amp天然存在于从细菌到人类的许多生物体中,这一经过时间考验的机制使其成为有效的抗生素。根据环境的不同,amp可以呈现α-螺旋或β-片状构象,或两者混合,或缺乏二级结构;它们可以是线性的也可以是循环的。预测它们的结构是具有挑战性的,但对合理设计至关重要。有前途的AMP引线基本上可以通过两种方法开发:传统的物理化学机制建模,确定肽在水和膜环境中的行为,以及基于知识的,例如机器学习(ML)技术,利用不断增长的AMP数据库。在这里,我们探索了最近ml设计的两种amp的构象景观,表征了这些景观对介质条件的依赖性,并确定了介导蛋白-膜结合的肽和膜景观的特征。对于这两种肽,我们观察到在水溶液中比在极性较低的溶剂中更大的构象多样性,并且在溶剂的变化中,一种肽的构象变化比另一种肽更显著。我们的研究结果支持这样的观点,即响应环境变化的结构重排是线性肽破坏膜结构的核心机制。我们期望通过ML设计amp将受益于肽构象底态的结合,这里通过分子模拟量化。
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引用次数: 1
期刊
Journal of Biological Physics
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