MinION Nanopore-based detection of Clavibacter nebraskensis, the corn Goss's wilt pathogen, and bacteriomic profiling of necrotic lesions of naturally-infected leaf samples

PLoS One. 2021 Jan 22;16(1):e0245333. doi: 10.1371/journal.pone.0245333. eCollection 2021.

Abstract

The Goss's bacterial wilt pathogen, Clavibacter nebraskensis, of corn is a candidate A1 quarantine organism; and its recent re-emergence and spread in the USA and Canada is a potential biothreat to the crop. We developed and tested an amplicon-based Nanopore detection system for C. nebraskensis (Cn), targeting a purine permease gene. The sensitivity (1 pg) of this system in mock bacterial communities (MBCs) spiked with serially diluted DNA of C. nebraskensis NCPPB 2581T is comparable to that of real-time PCR. Average Nanopore reads increased exponentially from 125 (1pg) to about 6000 reads (1000 pg) after a 3-hr run-time, with 99.0% of the reads accurately assigned to C. nebraskensis. Three run-times were used to process control MBCs, Cn-spiked MBCs, diseased and healthy leaf samples. The mean Nanopore reads doubled as the run-time is increased from 3 to 6 hrs while from 6 to 12 hrs, a 20% increment was recorded in all treatments. Cn-spiked MBCs and diseased corn leaf samples averaged read counts of 5,100, 11,000 and 14,000 for the respective run-times, with 99.8% of the reads taxonomically identified as C. nebraskensis. The control MBCs and healthy leaf samples had 47 and 14 Nanopore reads, respectively. 16S rRNA bacteriomic profiles showed that Sphingomonas (22.7%) and Clavibacter (21.2%) were dominant in diseased samples while Pseudomonas had only 3.5% relative abundance. In non-symptomatic leaf samples, however, Pseudomonas (20.0%) was dominant with Clavibacter at 0.08% relative abundance. This discrepancy in Pseudomonas abundance in the samples was corroborated by qPCR using EvaGreen chemistry. Our work outlines a new useful tool for diagnosis of the Goss's bacterial wilt disease; and provides the first insight on Pseudomonas community dynamics in necrotic leaf lesions.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bacterial Proteins / genetics
  • Clavibacter / genetics*
  • Clavibacter / isolation & purification
  • DNA, Bacterial / genetics
  • Genes, Bacterial
  • High-Throughput Nucleotide Sequencing
  • Nanopore Sequencing / methods*
  • Nucleobase Transport Proteins / genetics
  • Plant Diseases / microbiology*
  • Plant Leaves / microbiology
  • RNA, Ribosomal, 16S / genetics
  • Zea mays / microbiology*

Substances

  • Bacterial Proteins
  • DNA, Bacterial
  • Nucleobase Transport Proteins
  • RNA, Ribosomal, 16S
  • purine permease

Grants and funding

This study was funded by Agriculture and Agri-Food Canada through the following projects: J-000409, Manitoba Corn Growers Association project number CRADA AGR-10755, J-22272 and J-001557.