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功能微生物生态系统组装综述:从分子线路到群落功能

这篇综述要回答:如何把分子层面的通讯线路和调控模块,系统地提升为可设计、可构建、可测试、可优化的功能微生物生态系统?作者围绕 cross-talk 与 orthogonal regulation 两类调控工具,提出从功能定义、底盘选择、互作设计到全局优化的 cDBTL 流程。文章的核心关切是让多菌群不再只是经验共培养,而是具备可编程、可预测、可稳定运行的工程系统。

原文题名Assembly of functional microbial ecosystems: from molecular circuits to communities
期刊/年份FEMS Microbiology Reviews
DOI10.1093/femsre/fuae026
证据边界仅内嵌可核对原文 Figure

文献信息与证据边界

题名Assembly of functional microbial ecosystems: from molecular circuits to communities
作者Shengbo Wu、Yongsheng Zhou、Lei Dai、Aidong Yang、Jianjun Qiao
期刊/年份FEMS Microbiology Reviews, 2024, 48, fuae026; DOI: 10.1093/femsre/fuae026; Advance access publication date: 4 November 2024。
DOI10.1093/femsre/fuae026
原文 PDF下载/查看 PDF
证据边界:本文关注功能微生物生态系统的组装,证据来自作者对生态互作、分子机制和功能输出的综述性整合;功能预测和组装原则需在具体生态位、物种组合和扰动条件下重新验证。

这篇文章真正回答的问题

这篇综述要回答:如何把分子层面的通讯线路和调控模块,系统地提升为可设计、可构建、可测试、可优化的功能微生物生态系统?作者围绕 cross-talk 与 orthogonal regulation 两类调控工具,提出从功能定义、底盘选择、互作设计到全局优化的 cDBTL 流程。文章的核心关切是让多菌群不再只是经验共培养,而是具备可编程、可预测、可稳定运行的工程系统。

核心结论

  • 文章把调控策略分为 cross-talk 与 orthogonal regulation:前者利用自然界广泛存在的信号串扰与群体感应,后者追求多通道、低干扰、高保真的信息传递。
  • 作者认为 cross-talk circuits 应被视为合成生物学工具箱的重要组成,而不是单纯需要避免的噪声。
  • 正交调控被分层总结为代谢物、转录、翻译和蛋白/翻译后层面的调控模块,可用于降低信号干扰、提高可控性。
  • 文章提出 comprehensive DBTL (cDBTL),包括 function specification、chassis selection、interaction design、system build、performance test、modeling analysis 和 global optimization。
  • 应用部分覆盖 bio-computing、bio-manufacturing、bio-therapy 和 bio-remediation,并用多菌株逻辑门、天然产物合成、光合活材料和污染物降解案例说明。
  • 测试模块不仅看目标产物,还应评价系统稳定性、生产力、功能灵活性和物种多样性等群落层面指标。
  • 学习模块强调 GEMs、FBA、COMETS、OptCom、SteadyCom、FLYCOP、GLV和consumer-resource模型等工具,用于理解和优化动态互作。
  • 作者明确指出目前许多研究仍分散、只做简单共培养,缺少定量、可控、稳定性分析以及时间—空间—组成维度的全局优化。

全文结构:每一节在论证链中的作用

01

Introduction

引言从“微生物总是以群落存在”出发,指出单菌培养面临代谢负担和通量不平衡。作者提出需要调控策略来协调、稳定并工程化微生物组,尤其是在环境扰动、遗传稳定和生物过程效率方面。

02

Cross-talk regulation circuits

该部分总结种内和种间的 QS/信号串扰,包括 P. aeruginosa 的多QS系统、ComQXP/Rap-Phr、AHL感知-杀伤系统和益生菌对病原QS的干预。作者把这些自然存在的串扰视为可挖掘、可量化、可用于设计群落动态的调控资源。

03

Orthogonal regulation circuits

正交调控部分按代谢物传感器、转录层面、翻译层面和蛋白线路展开。其目标是在多细胞或多菌株系统中降低信号干扰,建立多通道、高保真、可组合的控制模块。

04

Assembling of microbial ecosystems / Design module

作者提出 cDBTL 作为比传统DBTL更细的装配流程。Design module 包括功能定义、底盘选择和互作设计,强调工程目标应先决定底盘、线路、互作类型和评价指标。

05

Build module

Build module 关注系统搭建,即把基因线路、通讯模块和底盘细胞组装成实际生态系统。文章通过 bio-computing、生物制造、生物治疗和生物修复案例显示,构建时要同时处理菌株比例、碳源、交叉喂养、动态调节和安全性。

06

Test module

测试模块要求测量目标表型并评价工程有效性。作者特别强调稳定性、恢复力、生态幅度、生产力、功能灵活性和多样性,因为这些指标决定群落系统能否长期工作。

07

Learn module and global optimization

学习模块把测试数据转化为模型知识,再反馈到下一轮设计。全局优化不只调一个菌株或一个基因线路,而是同时在组成、时间、空间和外部环境维度上优化稳定性、鲁棒性、生产力和多样性。

08

Concluding remarks and future perspectives

结论部分强调 bottom-up modular assembly 有助于理解结构—功能关系,但仍面临 cross-talk 工具箱不足、线路与群落割裂优化、cDBTL执行复杂和应用仍处早期等挑战。未来需发展共培养技术、非模式菌编辑、QS通信网络和数据驱动方法。

原文 Figure 逐条解读:图示信息 → 论文观点 → 研究意义

Figure 3PDF 第 8 页
Figure 3 原文图

图示信息:Figure 3 Illustrations for orthogonal transcription regulations based on different tools. (A) Orthogonal regulations of E. coli RNAP and Bacillus subtilis sigma factors without cr osstalk. (B) illustr ation for tr anslation-r epr essing ribor egulators. Tr anslation r egulation by the binding of ribosome binding site (RBS) and start codon and two single-stranded domains a ∗and b ∗. (C) Illustration for a biomolecular feedback controller. The htpG1 promoter drives the expression of CRISPR sgRNA, which in turn directs binding of dCas9 to target pBAD promoter to inhibit transcription of VioB–mCherry. (D) Muconic acid (MA) promotes the expression of the phosphoenolpyruvate metabolic node (EP module) and decreases the carbon flux into the TCA cycle via RNAi. (E) The DAPG-induced PhIF r epr essor was regulated using either the constitutive promoter (Pconst) or the TALEsp1 stabilized promoter. (F) Molecular implementation of tr anscription incoher ent-feedforw ar d-loop netw orks, in which the LacI is induced by IPTG; cI434, T7 RNAP, and sfGFP are the r epr essor, activ ator, and the output, r espectiv el y. used as DNA-binding regulators and are regarded as “gatek ee p- ers” for various

论文结果 / 观点:该图把群落互作落实到代谢物、电子或营养物交换,是理解共培养功能涌现的关键证据。

研究意义 / 边界:这张图用于支持作者的概念框架或案例归纳;实际迁移到其他系统时,仍需结合成员来源、环境条件、稳定性和功能验证。

来源:fuae026.pdf,PDF 第 8 页;图像来自 PDF 内部可匹配 Figure caption 的图像块。

Figure 4PDF 第 10 页
Figure 4 原文图

图示信息:Figure 4. Illustrations for orthogonal translation regulations based on different tools. (A) Orthogonal function evolved for the wild type ribosome and fully orthogonal ribosome (Ribo-T) system. (B) Schematic overview of [4,5-d] pyrimidine-2,4-diamine (PPDA) responsive orthogonal riboswitch. (C) Illustration of the histamine-specific corresponding ribosome s witches . Histamine binding to aptamer disrupts the secondary structure of RNA and activates the translation state. (D) Techniques to engineer tRNA including aaRS identity elements, EF-Tu binding, EF-P binding, and four loops. (E) Sc hematic ov ervie w of the orthogonal pairs of ncAA, aaRS, and tRNA. ncAAs ar e r ecognized b y orthogonal aaRSs, loaded onto orthogonal tRN As. (F) A pipeline to identify orthogonal aaRS–tRNA pairs. First, the method of calculation or experiment was used to produce a series of candidate tRNAs, and then orthogonal tRN As w er e experimentall y confirmed. Subsequentl y, the activ e homologous synthases wer e scr eened and their orthogonality to eac h other was confirmed. Orthogonal protein regulations In addition to genetic circuits based on transcription and trans- lation le v els, ther e ar e man y

论文结果 / 观点:该图支撑“群落构建后必须验证功能”的观点,强调组学、示踪、功能测定或模型不能脱离实验验证。

研究意义 / 边界:这张图用于支持作者的概念框架或案例归纳;实际迁移到其他系统时,仍需结合成员来源、环境条件、稳定性和功能验证。

来源:fuae026.pdf,PDF 第 10 页;图像来自 PDF 内部可匹配 Figure caption 的图像块。

Figure 5PDF 第 11 页
Figure 5 原文图

图示信息:Figure 5. Orthogonal regulatory strategies based on protein circuits. (A) Illustration of the CHOMP circuit. SOS activates Ras, causing it to bind RBD, r econstituting RasTEVP. TVMVP cleav a ge detac hes Casp3 and r educes its ability by membr ane-localized TEVP. (B) Sc heme of c hemicall y inducible split proteases with rapamycin based on a coiled-coils (CC) interaction module . T he complementary split fragments of the protease were fused to a domain pair, the pr oteol ytic acti vity was obtained after the ad dition of the inducer r a pamycin, and the leucine zipper was r emov ed to activ ate the lucifer ase r econstitution. (C) Sc hematic ov ervie w of the basic input of the pr otein cir cuit b y adjusting the binding str ength of the dimer. The inactiv ation operation was performed by separating the formed dimer through competitive binding, and the activation operation was performed by connecting two non-interacting monomers and recombining the fused split protein domains. (D) Schematic mechanism of multi-state biosensors . T he binding of the target and k e y allows the reconstitution of SmBiT and LgBiT for luciferase activity. (E) Illustration of the LOCKR system. The protein

论文结果 / 观点:该图支撑正文关于合成菌群设计、构建、验证或应用边界的核心论证。

研究意义 / 边界:这张图用于支持作者的概念框架或案例归纳;实际迁移到其他系统时,仍需结合成员来源、环境条件、稳定性和功能验证。

来源:fuae026.pdf,PDF 第 11 页;图像来自 PDF 内部可匹配 Figure caption 的图像块。

Figure 7PDF 第 14 页
Figure 7 原文图

图示信息:Figure 7. Illustrations of the assembling of microbial ecosystems for bio-computing. (A) Diagram of the fragrance-programmable analog-to-digital converter with Boolean expression logic, including sampling-and-quantization module, gas-to-liquid transducer, and the digitizer module with signal amplifier. (B) Dia gr am of 7-str ain AND–XOR biocomputing circuit with thr ee inputs and four orthogonal c hannels , i.e . anhydr otetr acycline HCl (aTc), cuminic acid (Cuma), N-(3-Oxohexanoyl)-L-homoserine lactone (3OC6), and p-coumaroyl-HSL (pC). (C) Schematic diagram of the 7-strain digital display with four signal inputs, i.e. IPTG, N-(3-hydr oxytetr adecanoyl)-l-homoserine lactone (3OHC14), aTc, and 3OC6. (D) Sc hematic dia gr am of a QS-based perceptron network among two E. coli strains that based on the sending and receiving 3OC6 and 3OHC14 QS molecules. (Fig. 9 d). Ther efor e, differ ent micr obial ecosystems will provide us with important selections and strategies to face the major chal- lenges of environmental safety. As stated abo ve , the r a pid de v elopment of biotec hnology in synthetic biology has expanded the engineering ability of micro- bial ecosystems, which can effectiv

论文结果 / 观点:该图支撑正文关于合成菌群设计、构建、验证或应用边界的核心论证。

研究意义 / 边界:这张图用于支持作者的概念框架或案例归纳;实际迁移到其他系统时,仍需结合成员来源、环境条件、稳定性和功能验证。

来源:fuae026.pdf,PDF 第 14 页;图像来自 PDF 内部可匹配 Figure caption 的图像块。

Figure 10PDF 第 19 页
Figure 10 原文图

图示信息:Figure 10. Micr obial inter actions design for differ ent synthetic micr obial consortia. (A) Inter action design of E. coli –S. cerevisiae consortium for production of oxygenated taxanes through the utilization of xylose and acetate. (B) Interaction design of the L. lactis C α-C β-Kp community in different pH conditions . T he pH-r esponse pr omoter dynamicall y r ealizes its switc hes fr om inactiv ation to activ ation with pH r eduction. (C) Inter action topology of a r oc k-pa per-scissors consortium. Eac h E. coli str ain could kill or be killed b y one of the other tw o strains b y producing its o wn to xin-antito xin pair and the toxin, such as the colicin E3, E, and V, against the next str ain. (D) Inter action dia gr am of thr ee- and four-strain consortia composed of different L. lactis strains. For example, ther e ar e commensalism r elationships among CmA, CmB, and CmBn, as well as the complex interaction consisting of the two commensalism strains (CmA and CmBn), a predation strain (PrB), and a cooperation strain (CoAg). some other r esearc hers . For example , r ecentl y, Hu et al. pr oposed that the behavior of microbial ecosystems can be predicted by mastering only t

论文结果 / 观点:该图支撑正文关于合成菌群设计、构建、验证或应用边界的核心论证。

研究意义 / 边界:这张图用于支持作者的概念框架或案例归纳;实际迁移到其他系统时,仍需结合成员来源、环境条件、稳定性和功能验证。

来源:fuae026.pdf,PDF 第 19 页;图像来自 PDF 内部可匹配 Figure caption 的图像块。

机制 / 方法 / 框架拆解

  • cross-talk框架:把信号串扰、启动子串扰和组合串扰视为自然群落中普遍存在的信息通道,可用于实现密度依赖、物种比例调控和生态稳定。
  • 正交调控框架:通过互不干扰的代谢物传感器、转录因子/RNAP、核糖开关、tRNA-aaRS、蛋白酶线路等实现多输入、多输出控制。
  • cDBTL流程:Design模块定义功能、底盘和互作;Build模块搭建系统;Test模块测量表型与群落指标;Learn模块用模型分析和全局优化产生下一轮知识。
  • 底盘选择机制:根据生理耐受、代谢能力、遗传工具可用性和目标应用选择 E. coli、L. lactis、S. cerevisiae、非模式菌或光合微生物等底盘。
  • 互作设计机制:可设计合作、共生、捕食、竞争、rock-paper-scissors、pH响应切换、QS密度控制、交叉喂养和空间隔离等拓扑。
  • 测试指标体系:除产量外,还要测 resilience、recovery rate、ecological amplitude、diversity、productivity、functional flexibility 和社区稳定态。
  • 建模学习体系:GEMs/FBA/COBRA、COMETS、OptCom、SteadyCom、FLYCOP、GLV、individual-based和consumer-resource模型分别支撑代谢、空间、稳定性和动态预测。
  • 全局优化机制:局部优化单菌线路不一定等于群落最优,因此需要同时优化组成比例、启动时间、空间分布、底物供给和外部环境。
  • 生物安全机制:文本提到可用 toxin-antitoxin、环境响应调控、必需氨基酸或非天然氨基酸依赖、基因突变抑制等方式控制系统。

应用场景与不适用边界

适合参考的场景

  • 多输入逻辑门、模拟-数字转换器、数字显示和QS感知机等 bio-computing。
  • 天然产物、短链脂肪酸、生物燃料、commodity chemicals 等 bio-manufacturing。
  • 工程益生菌、乳酸菌合成生态系统、光合活材料和伤口愈合等 bio-therapy。
  • 塑料、菲、AAA工业废水、POME等污染物的 bio-remediation。
  • 利用QS或正交通道进行菌群比例、密度阈值和动态代谢通量控制。
  • 非模式肠道微生物、Bacteroides等未来底盘的基因组编辑与医学应用。
  • 构建QS-based communication network (QSCN) 与数据驱动方法,用于复杂群落通信解析。

局限与谨慎点

  • cross-talk 机制和影响因素尚未被充分解析,已表征元件相对自然QS系统仍只是“tip of the iceberg”。
  • 如何在给定环境下定量串扰强度,以及如何把串扰线路引入并评价特定功能,仍是工具箱发展的障碍。
  • 过去许多基因线路在单菌中优化,群落层面的全局目标可能与单菌局部最优冲突。
  • cDBTL执行需要同时处理底盘、互作、模型、实验和安全性,实验拟合某些线路与底盘细胞仍困难。
  • bio-computing、生物制造、生物治疗和生物修复多数仍处 emerging 或 preliminary 阶段。
  • 临床应用受到底盘功能稳定性、遗传稳定性、生物控制、体内稳态变化和类似分子干扰限制。
  • 生物修复领域许多微生物生态系统仍基于简单 cocktail composition,缺少互作驱动的设计和优化。
  • 非模式微生物尤其肠道微生物的QS系统和基因编辑仍研究不足。

来源、声明与可核验证据

经费 / 利益冲突:Acknowledgements 显示本研究由 China Postdoctoral Science Foundation (2023M732599)、National Natural Science Foundation of China (32300022)、National Key Research and Development Program of China (2019YFA0905600, 2020YFA0907900) 和 Funds for Creative Research Groups of China (21621004) 支持。Conflict of interest: The authors declare no conflicts of interest.

生成日期:2026-07-03

PDF 中支持本解读的原文短句

Microbes compete and cooperate with each other via a variety of chemicals and circuits.
Cross-talk circuits should be considered as valuable toolkits in synthetic biology.
Orthogonal regulations are often utilized in developing multiple intercellular communication channels
we propose a more comprehensive DBTL (cDBTL) procedure
function specification, chassis selection, interactions design, system build, performance test, modeling analysis, and global optimization
the assembling of microbial ecosystems is not a simple combination of strains
consortia-based applications in various fields are just emerging
The authors declare no conflicts of interest.

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