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利用希尔伯特-黄变换分解生物光伏电流密度分布,揭示生物钟对蓝细菌产电的影响。

Decomposing biophotovoltaic current density profiles using the Hilbert-Huang transform reveals influences of circadian clock on cyanobacteria exoelectrogenesis.

机构信息

Department of Chemical Engineering and Biotechnology, University of Cambridge, Phillipa Fawcett Drive, Cambridge, CB3 0AS, UK.

Cambridge Center for Advanced Research and Education in Singapore (CARES), 1 Create Way, #05-05 CREATE Tower, Singapore, 138602, Singapore.

出版信息

Sci Rep. 2022 Jun 29;12(1):10962. doi: 10.1038/s41598-022-15111-y.

Abstract

Electrons from cyanobacteria photosynthetic and respiratory systems are implicated in current generated in biophotovoltaic (BPV) devices. However, the pathway that electrons follow to electrodes remains largely unknown, limiting progress of applied research. Here we use Hilbert-Huang Transforms to decompose Synechococcus elongatus sp. PCC7942 BPV current density profiles into physically meaningful oscillatory components, and compute their instantaneous frequencies. We develop hypotheses for the genesis of the oscillations via repeat experiments with iron-depleted and 20% CO[Formula: see text] enriched biofilms. The oscillations exhibit rhythms that are consistent with the state of the art cyanobacteria circadian model, and putative exoelectrogenic pathways. In particular, we observe oscillations consistent with: rhythmic D1:1 (photosystem II core) expression; circadian-controlled glycogen accumulation; circadian phase shifts under modified intracellular %ATP; and circadian period shortening in the absence of the iron-sulphur protein LdpA. We suggest that the extracted oscillations may be used to reverse-identify proteins and/or metabolites responsible for cyanobacteria exoelectrogenesis.

摘要

来自蓝藻光合作用和呼吸作用系统的电子被认为与生物光伏(BPV)设备中产生的电流有关。然而,电子到达电极的途径在很大程度上仍然未知,这限制了应用研究的进展。在这里,我们使用希尔伯特-黄变换将聚球藻 sp. PCC7942 BPV 电流密度曲线分解为具有物理意义的振荡分量,并计算它们的瞬时频率。我们通过重复进行缺铁和 20% CO[Formula: see text]富培养生物膜的实验,提出了关于这些振荡产生的假说。这些振荡表现出与最先进的蓝细菌生物钟模型和推测的放电子途径一致的节律。特别是,我们观察到与以下内容一致的振荡:有节奏的 D1:1(光合作用系统 II 核心)表达;生物钟控制的糖原积累;在修改后的细胞内%ATP 下的生物钟相位移动;以及在缺乏铁硫蛋白 LdpA 的情况下生物钟周期缩短。我们认为,提取的振荡可用于反向鉴定负责蓝细菌放电子的蛋白质和/或代谢物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/591c/9243294/dcc1af74b6e9/41598_2022_15111_Fig1_HTML.jpg

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