Elucidating Escherichia Coli O157:H7 Colonization and Internalization in Cucumbers Using an Inverted Fluorescence Microscope and Hyperspectral Microscopy.

Abstract

Contamination of fresh cucumbers ( Cucumis sativus L.) with Escherichia coli O157:H7 can impact the health of consumers. Despite this, the pertinent mechanisms underlying E. coli O157:H7 colonization and internalization remain poorly documented. Herein we aimed to elucidate these mechanisms in cucumbers using an inverted fluorescence microscope and hyperspectral microscopy. We observed that E. coli O157:H7 primarily colonized around the stomata on cucumber epidermis without invading the internal tissues of intact cucumbers. Once the bacterial cells had infiltrated into the internal tissues, they colonized the cucumber placenta and vascular bundles (xylem vessels, in particular), and also migrated along the xylem vessels. Moreover, the movement rate of E. coli O157:H7 from the stalk to the flower bud was faster than that from the flower bud to the stalk. We then used hyperspectral microscope imaging to categorize the infiltrated and uninfiltrated areas with high accuracy using the spectral angle mapper (SAM) classification method, which confirmed the results obtained upon using the inverted fluorescence microscope. We believe that our results are pivotal for developing science-based food safety practices, interventions for controlling E. coli O157:H7 internalization, and new methods for detecting E. coli O157:H7-plant interactions.

Plant phenotyping relevance

キュウリ組織への細菌侵入状態を、蛍光顕微鏡とハイパースペクトル画像解析で分類・検証しており、感染植物の状態取得手法が主要な貢献に含まれる。

Code and data availability

The article describes hyperspectral microscopy imaging of E. coli O157:H7 in cucumbers and SAM classification, but contains no data availability statement, no public dataset or image deposit, and no author code release. Analysis was done in commercial software (ENVI, SPSS, Origin, Image-Pro Plus) with no shared scripts

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