ORIGINAL RESEARCH article
Front. Microbiol.
Sec. Food Microbiology
This article is part of the Research TopicRapid Pathogen Detection in Food Supply ChainsView all articles
Nanopore-based amplicon sequencing for rapid detection and identification of Bacillus spp. in plant-based products
Provisionally accepted- 1Universita Cattolica del Sacro Cuore - Campus di Piacenza e Cremona, Piacenza, Italy
- 2Microbion Srl, Verona, Italy
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Bacillus contamination in plant-based food products is a significant concern due to heat-resistant spores that can survive heating and proliferate during storage or handling, possibly leading to foodborne illnesses. Given the potential of high-throughput DNA sequencing to enhance microbial monitoring, we used a targeted approach by combining amplification of the Bacillus tuf gene with Oxford Nanopore sequencing. The ability of the MinION-based protocol to detect and identify closely related Bacillus species was first assessed in plant-based food samples spiked with spore suspensions of five representative Bacillus strains. A DNA extraction method, relying on food enzymatic pre-processing combined with mechanical cell lysis, was implemented to maximize Bacillus spore DNA recovery, and a Droplet Digital PCR (ddPCR) assay was used to evaluate extraction efficiency. Afterwards, the approach was applied to 72 different commercial plant-based foods and supplements, to compare nanopore-based tuf profiling with already established nanopore-based 16S rRNA profiling and with culture-based analyses. ddPCR analysis showed the high efficiency of the DNA extraction procedure for Bacillus spores from spiked samples. Sequencing of the tuf gene with the MinION device was successfully used to differentiate the five different Bacillus species selected as reference strains for the artificial inoculation of food, when sequences were aligned to a custom-made BacTufDB database. Tests on commercial products confirmed the tuf gene ability (over the 16S rRNA gene) to highlight the presence of Bacillus species: Bacillus and closely related genera were detected in 35 of the tested plant-based products, 7 of which were contaminated by Bacillus cereus group. The study demonstrated that the tuf-based methodology more effectively detects Bacillus species in plant-based products, offering potential applications in food safety and quality control.
Keywords: Amplicon sequencing, Bacillus spores, ddPCR, MinION, Oxford Nanopore Technologies, Plant-based products, Rapid detection, tuf gene
Received: 08 Sep 2025; Accepted: 03 Dec 2025.
Copyright: © 2025 Bisaschi, Bellassi, Fontana, Callegari, Bourdichon, Del Casale, Fracchetti, Morelli and Patrone. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Alessandra Fontana
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