Non-invasive assessment and visualization of Phytophthora cactorum infection in strawberry crowns using quantitative magnetic resonance imaging
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Published:2024-01-25
Issue:1
Volume:14
Page:
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ISSN:2045-2322
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Container-title:Scientific Reports
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language:en
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Short-container-title:Sci Rep
Author:
Tuomainen Teemu Valtteri,Toljamo Anna,Kokko Harri,Nissi Mikko Johannes
Abstract
AbstractPhytophthora cactorum is an oomycete species that causes enormous losses on horticultural crops, including strawberries. The purpose of this work was to investigate the alterations caused by P. cactorum inoculation in hydroponically grown strawberry plantlets (Fragaria × ananassa Duch.) using quantitative magnetic resonance imaging (qMRI). It was observed that with MRI, spatial and temporal progression of the infection could be observed in the crown using quantitative MR parameters, namely relaxation time maps. Relaxation times are numeric subject-specific properties that describe the MR signal behavior in an examined anatomical region. Elevated $$T_{2}$$
T
2
relaxation time values were observed inside the infected plant crowns with respect to the healthy references. The $$T_{2}$$
T
2
and $$T_{2}^{*}$$
T
2
∗
values of healthy plants were small in the crown region and further diminished during the development of the plant. Furthermore, elevated $$T_{1}$$
T
1
relaxation time values were seen in regions where P. cactorum progression was observed in corresponding plant dissection photographs. Quantitative susceptibility maps (QSM) were calculated to estimate the local magnetic field inhomogeneities. The QSM suggests magnetic susceptibility differences near the center of the pith. This study provides novel non-invasive information on the structure and development of strawberry plants and the effects caused by the P. cactorum infection.
Funder
Niemi-säätiö
Suomen Kulttuurirahasto
Jenny ja Antti Wihurin Rahasto
European Agricultural Fund for Rural Development
North Savo ELY Centre
Academy of Finland
Publisher
Springer Science and Business Media LLC
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