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野生分离株显示出三种分生孢子梗结构表型。

Wild Isolates of Reveal Three Conidiophore Architectural Phenotypes.

作者信息

Krach Emily K, Wu Yue, Skaro Michael, Mao Leidong, Arnold Jonathan

机构信息

Genetics Department, University of Georgia, Athens, GA 30602, USA.

Institute of Bioinformatics, University of Georgia, Athens, GA 30602, USA.

出版信息

Microorganisms. 2020 Nov 9;8(11):1760. doi: 10.3390/microorganisms8111760.

Abstract

The vegetative life cycle in the model filamentous fungus, relies on the development of conidiophores to produce new spores. Environmental, temporal, and genetic components of conidiophore development have been well characterized; however, little is known about their morphological variation. We explored conidiophore architectural variation in a natural population using a wild population collection of 21 strains from Louisiana, United States of America (USA). Our work reveals three novel architectural phenotypes, Wild Type, Bulky, and Wrap, and shows their maintenance throughout the duration of conidiophore development. Furthermore, we present a novel image-classifier using a convolutional neural network specifically developed to assign conidiophore architectural phenotypes in a high-throughput manner. To estimate an inheritance model for this discrete complex trait, crosses between strains of each phenotype were conducted, and conidiophores of subsequent progeny were characterized using the trained classifier. Our model suggests that conidiophore architecture is controlled by at least two genes and has a heritability of 0.23. Additionally, we quantified the number of conidia produced by each conidiophore type and their dispersion distance, suggesting that conidiophore architectural phenotype may impact colonization capacity.

摘要

在模式丝状真菌中,营养生命周期依赖于分生孢子梗的发育来产生新的孢子。分生孢子梗发育的环境、时间和遗传成分已得到充分表征;然而,关于它们的形态变异却知之甚少。我们利用从美国路易斯安那州采集的21个菌株的野生种群,探索了自然种群中分生孢子梗结构的变异。我们的研究揭示了三种新的结构表型,即野生型、粗壮型和包裹型,并表明它们在分生孢子梗发育的整个过程中得以维持。此外,我们提出了一种新的图像分类器,它使用专门开发的卷积神经网络以高通量方式对分生孢子梗结构表型进行分类。为了估计这种离散复杂性状的遗传模型,我们对每种表型的菌株进行了杂交,并使用经过训练的分类器对后代的分生孢子梗进行了表征。我们的模型表明,分生孢子梗结构受至少两个基因控制,遗传力为0.23。此外,我们对每种分生孢子梗类型产生的分生孢子数量及其扩散距离进行了量化,这表明分生孢子梗结构表型可能会影响定殖能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6475/7695285/63995d91bfd7/microorganisms-08-01760-g0A1.jpg

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