nano and micro scales. Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Data availability The WallTrack code is accessible through the FARE laboratory GitLab repository at: https://gitlab.com/farelab/teamyr/publications/refahi_et_al_4d. Data will be made available on request. Acknowledgments The authors thank Anouck Habrant for her help in confocal imaging and Grégoire Malandain, Solmaz Hossein Khani, Khadidja Ould Amer, and Ali Faraj for their comments on the manuscript. This work was supported by Agence Nationale de la Recherche (ANR)
Open resource ↗https://gitlab.com/farelab/teamyr/publications/refahi_et_al_4d · refahi_et_al_4d · pdf-raw-page:11 lines:1-66Unverified paper record
Plant cell wall enzymatic deconstruction: Bridging the gap between micro and nano scales.
Bioresource technology · 5 Oct 2024 · 10.1016/j.biortech.2024.131551
Abstract
Understanding lignocellulosic biomass resistance to enzymatic deconstruction is crucial for its sustainable conversion into bioproducts. Despite scientific advances, quantitative morphological analysis of plant deconstruction at cell and tissue scales remains under-explored. In this study, an original pipeline is devised, involving four-dimensional (space + time) fluorescence confocal imaging, and a novel computational tool, to track and quantify deconstruction at cell and tissue scales. By applying this pipeline to poplar wood, dynamics of cellular parameters was computed and cellulose conversion during enzymatic deconstruction was measured. Results showed that enzymatic deconstruction predominantly impacts cell wall volume rather than surface area. Additionally, a negative correlation was observed between pre-hydrolysis compactness measures and volumetric cell wall deconstruction rate, whose strength was modulated by enzymatic activity. Results also revealed a strong positive correlation between average volumetric cell wall deconstruction rate and cellulose conversion rate. These findings link key deconstruction parameters across nano and micro scales.
Plant phenotyping relevance
植物細胞・組織の分解状態を定量する4次元蛍光共焦点イメージングと計算ツールが研究の中心であり、植物状態の形態的変化を抽出する方法を開発している。
abstractIn this study, an original pipeline is devised, involving four-dimensional (space + time) fluorescence confocal imaging, and a novel computational tool, to track and quantify deconstruction at cell and tissue scales.
abstractquantitative morphological analysis of plant deconstruction at cell and tissue scales remains under-explored.
Code and data availability
The paper's WallTrack computational pipeline (used to track and quantify 4D confocal imaging of poplar cell wall deconstruction) is publicly available on the authors' FARE laboratory GitLab repository. The underlying imaging/phenotype data are not publicly deposited; the authors state data will be made available on.
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