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使用成像细胞术对风媒花粉大小和变异性进行高通量评估。

High-throughput assessment of anemophilous pollen size and variability using imaging cytometry.

作者信息

Hornick Thomas, Harpole W Stanley, Dunker Susanne

机构信息

Department of Physiological Diversity, Helmholtz-Centre for Environmental Research (UFZ), Permoserstraße 15, 04318, Leipzig, Germany.

German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstraße 4, 04103, Leipzig, Germany.

出版信息

New Phytol. 2025 May;246(4):1875-1888. doi: 10.1111/nph.70070. Epub 2025 Mar 28.

DOI:10.1111/nph.70070
PMID:40152183
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12018789/
Abstract

Pollen grain size relates to plant community structure via pollen dispersal, plant resource allocation into regenerative processes, plant phylogeny and plant genetics (ploidy), or it can be used as a decisive trait for pollen species distinction. However, the availability of pollen size data is limited because of labor- and time-consuming methodological constraints and is classically based on fewer than 50 measured pollen grains per species, thus restricting our knowledge of the temporal and spatial variability of pollen size in response to biotic and abiotic conditions. We addressed this data gap by using imaging flow cytometry (IFC), which allows for high-throughput assessment of pollen size and measured > 500 000 single pollen from 100 anemophilous species that were sampled between 2018 and 2022. We present a workflow for high-throughput data analysis, show the agreement of IFC estimates with literature size estimates and assess pollen size variability in the context of plant phylogeny. Our approach allows us to make statistically robust measurements of pollen size that are not limited by sampling effort and sample throughput to answer broad ecological questions at large temporal and spatial scales.

摘要

花粉粒大小通过花粉传播、植物在再生过程中的资源分配、植物系统发育和植物遗传学(倍性)与植物群落结构相关,或者它可以用作区分花粉物种的决定性特征。然而,由于方法上存在耗时费力的限制,花粉大小数据的可得性有限,并且传统上每个物种测量的花粉粒少于50个,因此限制了我们对花粉大小响应生物和非生物条件的时空变异性的了解。我们通过使用成像流式细胞术(IFC)解决了这一数据缺口,该技术能够对花粉大小进行高通量评估,并测量了2018年至2022年间采集的100种风媒植物的超过50万个单粒花粉。我们展示了一个高通量数据分析工作流程,表明IFC估计值与文献中的大小估计值一致,并在植物系统发育的背景下评估了花粉大小变异性。我们的方法使我们能够对花粉大小进行统计上可靠的测量,而不受采样工作量和样本通量的限制,从而在大的时间和空间尺度上回答广泛的生态问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/f51dfd0f80cc/NPH-246-1875-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/f74c55d62c97/NPH-246-1875-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/0b55d5b19d84/NPH-246-1875-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/cdbd83c0e43e/NPH-246-1875-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/f51dfd0f80cc/NPH-246-1875-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/f74c55d62c97/NPH-246-1875-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/0b55d5b19d84/NPH-246-1875-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/cdbd83c0e43e/NPH-246-1875-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a668/12018789/f51dfd0f80cc/NPH-246-1875-g002.jpg

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本文引用的文献

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2
First automatic size measurements for the separation of dwarf birch and tree birch pollen in MIS 6 to MIS 1 records from Northern Germany.首次对德国北部MIS 6至MIS 1记录中的矮桦和乔木桦花粉分离进行自动尺寸测量。
Ecol Evol. 2024 Jun 14;14(6):e11510. doi: 10.1002/ece3.11510. eCollection 2024 Jun.
3
Deductive automated pollen classification in environmental samples via exploratory deep learning and imaging flow cytometry.
通过探索性深度学习和成像流式细胞术对环境样本中的演绎式自动花粉分类。
New Phytol. 2023 Nov;240(3):1305-1326. doi: 10.1111/nph.19186. Epub 2023 Sep 7.
4
Risk assessment of pollen allergy in urban environments.城市环境中花粉过敏的风险评估。
Sci Rep. 2022 Dec 6;12(1):21076. doi: 10.1038/s41598-022-24819-w.
5
The potential of multispectral imaging flow cytometry for environmental monitoring.多光谱成像流式细胞术在环境监测中的潜力。
Cytometry A. 2022 Sep;101(9):782-799. doi: 10.1002/cyto.a.24658. Epub 2022 Jun 7.
6
Morphological differences between anemophilous and entomophilous pollen.风媒花粉和虫媒花粉的形态差异。
Microsc Res Tech. 2022 Mar;85(3):1056-1064. doi: 10.1002/jemt.23975. Epub 2021 Nov 2.
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Ecol Lett. 2021 Apr;24(4):761-771. doi: 10.1111/ele.13695. Epub 2021 Feb 16.
8
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