基因组结构预测微生物群落中的代谢物动态
Karna Gowda1, Derek Ping2, Madhav Mani3
1Department of Ecology and Evolution, University of Chicago, Chicago, IL 60637, USA; Center for the Physics of Evolving Systems, University of Chicago, Chicago, IL 60637, USA.
Cell
|January 27, 2022
概括
微生物社区的新陈代谢对于地球的生态化学循环至关重要,可以从社区中存在的基因中预测. 这一发现可以从基因组数据中预测代谢物动态,并设计微生物群落.
科学领域:
- 微生物生态和进化
- 生物地质化学
- 系统生物学
背景情况:
- 微生物群落通过代谢活动驱动全球生物地化学循环.
- 社区的新陈代谢受基因表达,生态相互作用和环境因素的影响.
- 预测野生群落微生物基因组中的代谢物动态是具有挑战性的.
研究的目的:
- 通过每个成员所拥有的基因来证明微生物社区的代谢动态可预测.
- 建立基因含量与代谢物动态之间的联系.
- 通过基因组数据预测代谢物动态.
主要方法:
- 线性回归分析将基因含量映射到多种细菌群体中的代谢物动态.
- 使用单株表型预测社区代谢物动态的消费者资源建模.
- 分析的重点是脱过程.
主要成果:
- 细菌中的基因含量和代谢物动态之间存在稀疏和可概括的映射.
- 一个消费者资源模型从个别微生物表型准确地预测了社区代谢物动态.
- 代谢基因的保留影响是预测社区级代谢物动态的关键.
结论:
- 微生物群体的新陈代谢和代谢物动态可以从基因组信息中预测.
- 这种可预测性可用于诸如元基因组分析和微生物社区设计等应用.
- 这些发现有助于理解基因组进化对新陈代谢的影响.
相关概念视频
Operon Model
330
The operon model represents a fundamental mechanism of gene regulation in prokaryotes, enabling coordinated expression of genes involved in related metabolic or functional pathways. Operons consist of structural genes, a promoter, and an operator, with transcription regulated by repressors, activators, and small effector molecules.Structure and Function of OperonsAn operon is a cluster of structural genes transcribed together under the control of a single promoter. The promoter region...
330
Metabolism of Chemolithotrophs
276
Chemolithotrophs are microorganisms that obtain energy by oxidizing inorganic molecules such as hydrogen gas (H₂), ammonia (NH₃), reduced sulfur compounds (H₂S, S²⁻), and ferrous iron (Fe²⁺). Unlike heterotrophic organisms that rely on organic carbon, chemolithotrophs transfer electrons from these inorganic donors to the electron transport chain (ETC), generating a proton motive force (PMF) that drives ATP synthesis through oxidative phosphorylation.
276
Modern Molecular Taxonomy
228
Advancements in molecular biology have revolutionized the identification and characterization of bacteria, with multiple methods leveraging DNA sequencing for enhanced precision. As sequencing technologies improve and costs decline, these approaches are increasingly used in clinical, environmental, and evolutionary studies.Multilocus Sequence Typing (MLST) examines several housekeeping genes, essential chromosomal genes encoding cellular functions, to distinguish strains. Approximately...
228
Biosynthesis in Bacteria
142
Biosynthesis in bacteria is a fundamental anabolic process that generates essential macromolecules, including proteins, nucleic acids, lipids, and polysaccharides. These macromolecules are critical for cellular growth, replication, and function. The process is tightly regulated and energetically linked to catabolic pathways to ensure optimal resource utilization.Biosynthetic pathways begin with precursor metabolites such as pyruvate, acetyl-CoA, and glucose-6-phosphate derived from glycolysis,...
142
Microbial Growth Measurement: Indirect Methods
427
Estimating microbial growth is essential for understanding population dynamics and environmental adaptations. Indirect methods provide valuable insights by measuring parameters such as turbidity, metabolic activity, and biomass, enabling efficient and reproducible assessments.During exponential growth, microbial cells scatter light proportionally to their biomass, a principle used in turbidity measurements. About one million cells per milliliter produce detectable scattering, which a...
427
Amino Acid Catabolism
292
Microorganisms rely on proteins as an essential carbon and energy source, particularly in environments with limited polysaccharides or lipids. However, proteins are too large to cross the plasma membrane unaided, necessitating enzymatic degradation. Microbes secrete extracellular proteases and peptidases that hydrolyze proteins into peptides, which can then be transported across the membrane. Once inside the cell, intracellular proteases degrade these peptides into free amino acids, which...
292


