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The media composition as a crucial element in high-throughput metabolic network reconstruction. 培养基组成是高通量代谢网络重建的关键因素。
IF 4.4 3区 生物学 Q1 BIOLOGY Pub Date : 2023-04-06 DOI: 10.1098/rsfs.2022.0070
Benedict Borer, Stefanía Magnúsdóttir

In recent years, metagenome-assembled genomes (MAGs) have provided glimpses into the intra- and interspecies genetic diversity and interactions that form the bases of complex microbial communities. High-throughput reconstruction of genome-scale metabolic networks (GEMs) from MAGs is a promising avenue to disentangle the myriad trophic interactions stabilizing these communities. However, high-throughput reconstruction of GEMs relies on accurate gap filling of metabolic pathways using automated algorithms. Here, we systematically explore how the composition of the media (specification of the available nutrients and metabolites) during gap filling influences the resulting GEMs concerning predicted auxotrophies for fully sequenced model organisms and environmental isolates. We expand this analysis by using 106 MAGs from the same species with differing quality. We find that although the completeness of MAGs influences the fraction of gap-filled reactions, the composition of the media plays the dominant role in the accurate prediction of auxotrophies that form the basis of myriad community interactions. We propose that constraining the media composition for gap filling through both experimental approaches and computational approaches will increase the reliability of high-throughput reconstruction of genome-scale metabolic models from MAGs and paves the way for culture independent prediction of trophic interactions in complex microbial communities.

近年来,宏基因组组装基因组(MAGs)为形成复杂微生物群落基础的种内和种间遗传多样性和相互作用提供了一瞥。基因组尺度代谢网络(GEMs)的高通量重建是解开稳定这些群落的无数营养相互作用的有希望的途径。然而,GEMs的高通量重建依赖于使用自动化算法精确填充代谢途径的间隙。在这里,我们系统地探索了在间隙填充过程中,培养基的组成(可用营养物质和代谢物的规范)如何影响最终的GEMs,这些GEMs与完全测序的模式生物和环境分离物预测的营养缺失有关。我们通过使用来自同一物种的106个不同质量的mag来扩展这一分析。我们发现,尽管mag的完整性影响着缺口填充反应的比例,但媒介的组成在准确预测形成无数群落相互作用基础的营养缺失中起着主导作用。我们提出,通过实验方法和计算方法限制空隙填充的培养基组成将增加高通量重建基因组尺度代谢模型的可靠性,并为复杂微生物群落中营养相互作用的培养独立预测铺平道路。
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引用次数: 2
Correction to: 'Current strategies with implementation of 3D cell culture: The challenge of quantification' (2022) by Temple et al. 对Temple等人的“目前实施3D细胞培养的策略:量化的挑战”(2022年)的更正。
IF 4.4 3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-04-06 DOI: 10.1098/rsfs.2022.0066
J Temple, E Velliou, M Shehata, R Lévy, P Gupta

[This corrects the article DOI: 10.1098/rsfs.2022.0019.][This corrects the article DOI: 10.1098/rsfs.2022.0019.].

[这更正了文章DOI: 10.1098/rsfs.2022.0019。][这更正了文章DOI: 10.1098/rsfs.2022.0019.]。
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引用次数: 0
Biofilm thickness controls the relative importance of stochastic and deterministic processes in microbial community assembly in moving bed biofilm reactors. 生物膜厚度控制着移动床生物膜反应器中微生物群落组装的随机和确定性过程的相对重要性。
IF 4.4 3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-04-06 DOI: 10.1098/rsfs.2022.0069
S Jane Fowler, Elena Torresi, Arnaud Dechesne, Barth F Smets

Deterministic and stochastic processes are believed to play a combined role in microbial community assembly, though little is known about the factors determining their relative importance. We investigated the effect of biofilm thickness on community assembly in nitrifying moving bed biofilm reactors using biofilm carriers where maximum biofilm thickness is controlled. We examined the contribution of stochastic and deterministic processes to biofilm assembly in a steady state system using neutral community modelling and community diversity analysis with a null-modelling approach. Our results indicate that the formation of biofilms results in habitat filtration, causing selection for phylogenetically closely related community members, resulting in a substantial enrichment of Nitrospira spp. in the biofilm communities. Stochastic assembly processes were more prevalent in biofilms of 200 µm and thicker, while stronger selection in thinner (50 µm) biofilms could be driven by hydrodynamic and shear forces at the biofilm surface. Thicker biofilms exhibited greater phylogenetic beta-diversity, which may be driven by a variable selection regime caused by variation in environmental conditions between replicate carrier communities, or by drift combined with low migration rates resulting in stochastic historical contingency during community establishment. Our results indicate that assembly processes vary with biofilm thickness, contributing to our understanding of biofilm ecology and potentially paving the way towards strategies for microbial community management in biofilm systems.

确定性和随机过程被认为在微生物群落聚集中起着共同的作用,尽管人们对决定它们相对重要性的因素知之甚少。研究了移动床生物膜反应器中生物膜厚度对生物群落聚集的影响,该反应器采用生物膜载体控制最大生物膜厚度。我们研究了随机和确定性过程对稳态系统中生物膜组装的贡献,使用中性群落模型和采用零模型方法的群落多样性分析。我们的研究结果表明,生物膜的形成导致栖息地过滤,导致系统发育密切相关的群落成员选择,导致硝化螺旋菌在生物膜群落中大量富集。随机组装过程在200µm和更厚的生物膜中更为普遍,而在更薄(50µm)的生物膜中,生物膜表面的水动力和剪切力可以驱动更强的选择。较厚的生物膜表现出更大的系统发育多样性,这可能是由复制载体群落之间环境条件变化引起的可变选择机制驱动的,或者是由群落建立过程中随机历史偶然性导致的漂变和低迁移率驱动的。我们的研究结果表明,组装过程随着生物膜的厚度而变化,有助于我们对生物膜生态学的理解,并可能为生物膜系统中微生物群落管理策略铺平道路。
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引用次数: 0
Encounter rates prime interactions between microorganisms. 接触率决定了微生物之间的相互作用。
IF 4.4 3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-04-06 DOI: 10.1098/rsfs.2022.0059
Jonasz Słomka, Uria Alcolombri, Francesco Carrara, Riccardo Foffi, François J Peaudecerf, Matti Zbinden, Roman Stocker

Properties of microbial communities emerge from the interactions between microorganisms and between microorganisms and their environment. At the scale of the organisms, microbial interactions are multi-step processes that are initiated by cell-cell or cell-resource encounters. Quantification and rational design of microbial interactions thus require quantification of encounter rates. Encounter rates can often be quantified through encounter kernels-mathematical formulae that capture the dependence of encounter rates on cell phenotypes, such as cell size, shape, density or motility, and environmental conditions, such as turbulence intensity or viscosity. While encounter kernels have been studied for over a century, they are often not sufficiently considered in descriptions of microbial populations. Furthermore, formulae for kernels are known only in a small number of canonical encounter scenarios. Yet, encounter kernels can guide experimental efforts to control microbial interactions by elucidating how encounter rates depend on key phenotypic and environmental variables. Encounter kernels also provide physically grounded estimates for parameters that are used in ecological models of microbial populations. We illustrate this encounter-oriented perspective on microbial interactions by reviewing traditional and recently identified kernels describing encounters between microorganisms and between microorganisms and resources in aquatic systems.

微生物群落的特性源于微生物之间以及微生物与环境之间的相互作用。在生物体的尺度上,微生物的相互作用是由细胞-细胞或细胞-资源相遇发起的多步骤过程。因此,微生物相互作用的量化和合理设计需要对接触率进行量化。相遇率通常可以通过相遇核来量化,相遇核是一种数学公式,可以捕捉到相遇率对细胞表型(如细胞大小、形状、密度或运动性)和环境条件(如湍流强度或粘度)的依赖性。虽然相遇核已经研究了一个多世纪,但在描述微生物种群时往往没有充分考虑到它们。此外,内核的公式仅在少数规范遇到的场景中已知。然而,相遇核可以通过阐明相遇率如何依赖于关键表型和环境变量来指导控制微生物相互作用的实验工作。相遇核也为微生物种群生态模型中使用的参数提供了物理基础估计。我们通过回顾传统的和最近发现的描述水生系统中微生物之间以及微生物与资源之间相遇的内核来说明这种面向微生物相互作用的视角。
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引用次数: 0
Formation and emergent dynamics of spatially organized microbial systems. 空间组织微生物系统的形成和涌现动力学。
IF 4.4 3区 生物学 Q1 BIOLOGY Pub Date : 2023-04-06 DOI: 10.1098/rsfs.2022.0062
Kelsey Cremin, Sarah J N Duxbury, Jerko Rosko, Orkun S Soyer

Spatial organization is the norm rather than the exception in the microbial world. While the study of microbial physiology has been dominated by studies in well-mixed cultures, there is now increasing interest in understanding the role of spatial organization in microbial physiology, coexistence and evolution. Where studied, spatial organization has been shown to influence all three of these aspects. In this mini review and perspective article, we emphasize that the dynamics within spatially organized microbial systems (SOMS) are governed by feedbacks between local physico-chemical conditions, cell physiology and movement, and evolution. These feedbacks can give rise to emergent dynamics, which need to be studied through a combination of spatio-temporal measurements and mathematical models. We highlight the initial formation of SOMS and their emergent dynamics as two open areas of investigation for future studies. These studies will benefit from the development of model systems that can mimic natural ones in terms of species composition and spatial structure.

在微生物世界中,空间组织是常态而非例外。虽然微生物生理学的研究一直以充分混合培养的研究为主,但现在人们对空间组织在微生物生理学、共存和进化中的作用越来越感兴趣。在研究中,空间组织已被证明对这三个方面都有影响。在这篇综述和展望文章中,我们强调空间组织微生物系统(SOMS)的动力学是由局部物理化学条件、细胞生理和运动以及进化之间的反馈控制的。这些反馈可以产生紧急动态,需要通过时空测量和数学模型的结合来研究。我们强调了SOMS的初始形成及其新兴动态作为未来研究的两个开放调查领域。这些研究将受益于能够在物种组成和空间结构方面模仿自然模式系统的发展。
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引用次数: 1
Cultivating a more effective culture to advance the engineering of microbial communities 培养更有效的培养物以推进微生物群落工程
IF 4.4 3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-02-10 DOI: 10.1098/rsfs.2022.0073
S. J. Fowler, T. Curtis
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引用次数: 1
The social lives of isolates (and small language families): the case of the Northwest Amazon. 孤立的(和小语言家庭)的社会生活:以西北亚马逊地区为例。
IF 4.4 3区 生物学 Q1 BIOLOGY Pub Date : 2023-02-06 DOI: 10.1098/rsfs.2022.0054
Rik Van Gijn, Sietze Norder, Leonardo Arias, Nicholas Q Emlen, Matheus C B C Azevedo, Allison Caine, Saskia Dunn, Austin Howard, Nora Julmi, Olga Krasnoukhova, Mark Stoneking, Jurriaan Wiegertjes

The Americas are home to patches of extraordinary linguistic (genealogical) diversity. These high-diversity areas are particularly unexpected given the recent population of the Americas. In this paper, we zoom in on one such area, the Northwest Amazon, and address the question of how the diversity in this area has persisted to the present. We contrast two hypotheses that claim opposite mechanisms for the maintenance of diversity: the isolation hypothesis suggests that isolation facilitates the preservation of diversity, while the integration hypothesis proposes that conscious identity preservation in combination with contact drives diversity maintenance. We test predictions for both hypotheses across four disciplines: biogeography, cultural anthropology, population genetics and linguistics. Our results show signs of both isolation and integration, but they mainly suggest considerable diversity in how groups of speakers have interacted with their surroundings.

美洲是语言(宗谱)多样性非凡的地方。考虑到美洲最近的人口,这些高度多样化的地区特别出人意料。在本文中,我们聚焦于其中一个这样的地区,西北亚马逊,并解决这个地区的多样性是如何持续到现在的问题。我们对比了两种声称维持多样性的相反机制的假说:隔离假说认为,隔离促进了多样性的保存,而整合假说认为,有意识的身份保存与联系相结合,推动了多样性的保存。我们在生物地理学、文化人类学、人口遗传学和语言学四个学科中对这两种假设的预测进行了测试。我们的研究结果显示了孤立和融合的迹象,但它们主要表明,说话者群体与周围环境互动的方式存在相当大的多样性。
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引用次数: 1
Correction to 'COVID-19: the case for aerosol transmission' 2022 by Tellier. 对泰利尔2022年《COVID-19:气溶胶传播的案例》的更正。
IF 4.4 3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-02-06 DOI: 10.1098/rsfs.2022.0060
Raymond Tellier

[This corrects the article DOI: 10.1098/rsfs.2021.0072.][This corrects the article DOI: 10.1098/rsfs.2021.0072.].

[这更正了文章DOI: 10.1098/rsfs.2021.0072。][这更正了文章DOI: 10.1098/rsfs.2021.0072。]
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引用次数: 0
Deriving calibrations for Arawakan using archaeological evidence. 利用考古证据得出阿拉瓦肯语的定标。
IF 4.4 3区 生物学 Q1 BIOLOGY Pub Date : 2022-12-09 eCollection Date: 2023-02-06 DOI: 10.1098/rsfs.2022.0049
Lev Michael, Fernando de Carvalho, Thiago Chacon, Konrad Rybka, Andrés Sabogal, Natalia Chousou-Polydouri, Gereon Kaiping

This paper identifies time calibration points for accurately rooting and dating the phylogeny of Arawakan, the largest Indigenous linguistic family of the Americas. We present and model a methodology for extracting calibration points from the archaeological record, based on principles of geographical overlap between archaeological sites and Arawakan peoples, and on continuity in material culture between archaeological finds and modern Arawakan practices. Based on a consensus model of the expansion of the Arawakan family from Central Amazonia, we focus on archaeological finds in Arawakan expansion zones, where Arawakan material culture abruptly appears in a given region, and where only a single major Arawakan subgroup/clade is present. We find 12 calibration points from archaeological sites in Arawakan expansion zones and also identify more recent calibration points from the historical record based on first mentions of ethnonyms and early sources of lexical data.

本文确定了时间校准点,以便准确地确定美洲最大土著语系阿拉瓦肯语的系统发育和年代。我们根据考古遗址与阿拉瓦肯人之间地理重叠的原则,以及考古发现与现代阿拉瓦肯人习俗之间物质文化的连续性,提出并模拟了一种从考古记录中提取校准点的方法。根据阿拉瓦肯人家族从亚马孙中部扩张的共识模式,我们重点研究了阿拉瓦肯人扩张区的考古发现,在这些地区,阿拉瓦肯人的物质文化突然出现在特定区域,而且只有一个主要的阿拉瓦肯人亚群/支系存在。我们从阿拉瓦肯人扩张区的考古遗址中找到了 12 个校准点,并根据首次提及的人种名称和早期词汇数据来源,从历史记录中确定了较新的校准点。
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引用次数: 3
Multidisciplinary approaches to the Amazonian past: introduction to the theme issue 亚马逊过去的多学科研究方法:主题问题导论
IF 4.4 3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2022-12-09 DOI: 10.1098/rsfs.2022.0068
Nicholas Q. Emlen, Leonardo Arias, Rik van Gijn
This theme issue presents collaborative research by anthropologists, linguists, archaeologists, geneticists, historians and biogeographers, who work across disciplinary boundaries to investigate the Amazonian past. Amazonia is a fertile ground in which to develop such multidisciplinary approaches because its relative paucity of documentary records makes other sources of evidence regarding the past more important; because multidisciplinary approaches are well suited to address important unanswered questions in Amazonian history; and because a recent and dramatic reappraisal of the region's past make this an exciting time to conduct this sort of research. The papers in this theme issue feature different combinations of academic disciplines, and they address different geographical regions and historical periods, but all of them show how combining insights from different fields can help illuminate aspects of the Amazonian past that would otherwise remain obscure to them all.
本期主题介绍了人类学家、语言学家、考古学家、遗传学家、历史学家和生物地理学家的合作研究,他们跨越学科界限,调查亚马逊的过去。亚马逊地区是发展这种多学科方法的沃土,因为其相对缺乏文献记录,使得有关过去的其他证据来源更加重要;因为多学科方法非常适合解决亚马逊历史上尚未解决的重要问题;因为最近对该地区过去的一次戏剧性的重新评估使这成为进行此类研究的一个激动人心的时刻。本期主题的论文以不同的学术学科组合为特色,涉及不同的地理区域和历史时期,但所有这些论文都表明,将不同领域的见解结合起来,可以帮助阐明亚马逊过去的各个方面,否则这些方面对他们来说都是模糊的。
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引用次数: 0
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