弯曲木槿形状和内部结构的同时分析:X射线显微成像和半自动定量。

IF 2.7 3区 生物学 Q2 PLANT SCIENCES Journal of Plant Research Pub Date : 2024-01-01 Epub Date: 2023-10-09 DOI:10.1007/s10265-023-01498-w
Miyuki T Nakata, Masahiro Takahara, Toshihiro Yamada, Taku Demura
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引用次数: 0

摘要

在锦葵科中,叶片的动态太阳跟踪是由叶片叶柄连接处的增厚区域pulvinus的变形驱动的。虽然内部结构被认为在这一过程中发挥着至关重要的作用,但由于技术限制,实验验证一直具有挑战性。为了解决这一差距,我们开发了一种半自动化的工作流程,它集成了数据分析和图像处理,使用X射线显微成像同时分析锦葵科植物的形状和内部结构。首先,我们发现红麻(Hibiscus cannabinus L.)是锦葵科一种具有弯曲叶的植物,它表现出太阳跟踪叶片运动的特性,并将其选为模型系统。我们采用基于碘的扩散增强计算机断层扫描来观察红麻叶的内部结构。对普尔维尼形状的分析揭示了普尔维尼形态的变化,但使用极性多项式回归实现了对中心线的合理预测。在垂直于中心线切片时,我们观察到沿着近轴-远轴和近轴-背轴的不同灰度值梯度,这对基于阈值的组织分割提出了挑战。该工作流程成功生成了三个修改后的三维图像,并导出了定量参数。使用这些定量参数,我们进行了网络分析,发现了大小归一化的皮层横截面积和曲率之间的联系。多项式最小绝对收缩和选择算子(LASSO)回归揭示了在所有三个测试样本中,尺寸归一化皮层横截面积与曲率之间的关系。这一工作流程能够同时分析形状和内部结构,显著提高锦葵科叶pulvinus特征的再现性。
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Simultaneous analysis of shape and internal structure of a curved Hibiscus cannabinus pulvinus: X-ray microtomography and semi-automated quantification.

In the Malvaceae family, dynamic solar tracking by leaves is actuated by the deformation of the pulvinus, a thickened region at the leaf blade-petiole junction. While the internal structure is believed to play a crucial role in this process, experimental verification has been challenging due to technical limitations. To address this gap, we developed a semi-automated workflow, which integrates data analysis and image processing to simultaneously analyze the shape and internal structure of a Malvaceae pulvinus using X-ray microtomography. Firstly, we found that kenaf (Hibiscus cannabinus L.), a Malvaceae species with curved pulvini, exhibited solar-tracking leaf movement and selected it as a model system. We employed diffusible iodine-based contrast-enhanced computed tomography to visualize the internal structure of the kenaf pulvinus. Analysis of the pulvini's shape revealed variations in pulvinus morphology, yet plausible prediction of the centerline was accomplished using polar polynomial regression. Upon slicing the pulvini perpendicular to the centerline, we observed distinct gray value gradients along the proximo-distal and adaxial-abaxial axes, challenging threshold-based tissue segmentation. This workflow successfully generated three modified 3D images and derived quantitative parameters. Using these quantitative parameters, we conducted network analysis and found the linkage between the size-normalized cortex cross-sectional area and curvature. Polynomial least absolute shrinkage and selection operator (LASSO) regression revealed the relationship between the size-normalized cortex cross-sectional area and curvature commonly in all three tested samples. This workflow enables simultaneous analysis of the shape and internal structure, significantly improving the reproducibility of Malvaceae leaf pulvinus characterization.

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来源期刊
Journal of Plant Research
Journal of Plant Research 生物-植物科学
CiteScore
5.40
自引率
3.60%
发文量
59
审稿时长
1 months
期刊介绍: The Journal of Plant Research is an international publication that gathers and disseminates fundamental knowledge in all areas of plant sciences. Coverage extends to every corner of the field, including such topics as evolutionary biology, phylogeography, phylogeny, taxonomy, genetics, ecology, morphology, physiology, developmental biology, cell biology, molecular biology, biochemistry, biophysics, bioinformatics, and systems biology. The journal presents full-length research articles that describe original and fundamental findings of significance that contribute to understanding of plants, as well as shorter communications reporting significant new findings, technical notes on new methodology, and invited review articles.
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