A reference transcriptome for walnut anthracnose pathogen, Ophiognomonia leptostyla, guides the discovery of candidate virulence genes.

CAZy Candidate effector De novo transcriptome assembly Juglans regia (cv. Chandler) K-means clustering Ophiognomonia leptostyla RNA-seq

Journal

Fungal genetics and biology : FG & B
ISSN: 1096-0937
Titre abrégé: Fungal Genet Biol
Pays: United States
ID NLM: 9607601

Informations de publication

Date de publication:
Dec 2023
Historique:
received: 12 04 2023
revised: 13 08 2023
accepted: 28 08 2023
pubmed: 2 9 2023
medline: 2 9 2023
entrez: 1 9 2023
Statut: ppublish

Résumé

Despite the economic losses due to the walnut anthracnose, Ophiognomonia leptostyla is an orphan fungus with respect to genomic resources. In the present study, the transcriptome of O. leptostyla was assembled for the first time. RNA sequencing was conducted for the fungal mycelia grown in a liquid media, and the inoculated leaf samples of walnut with the fungal conidia sampled at 48, 96 and 144 h post inoculation (hpi). The completeness, correctness, and contiguity of the de novo transcriptome assemblies generated with Trinity, Oases, SOAPdenovo-Trans and Bridger were compared to identify a single superior reference assembly. In most of the assessment criteria including N50, Transrate score, number of ORFs with known description in gene bank, the percentage of reads mapped back to the transcript (RMBT), BUSCO score, Swiss-Prot coverage bin and RESM-EVAL score, the Bridger assembly was the superior and thus used as a reference for profiling the O. leptostyla transcriptome in liquid media vs. during walnut infection. The k-means clustering of transcripts resulted in four distinct transcription patterns across the three sampling time points. Most of the detected CAZy transcripts had elevated transcription at 96 hpi that is hypothetically concurrent with the start of intracellular growth. The in-silico analysis revealed 103 candidate effectors of which six were members of Necrosis and Ethylene Inducing Like Protein (NLP) gene family belonging to three distinct k-means clusters. This study provided a complex and temporal pattern of the CAZys and candidate effectors transcription during six days post O. leptostyla inoculation on walnut leaves, introducing a list of candidate virulence genes for validation in future studies.

Identifiants

pubmed: 37657751
pii: S1087-1845(23)00059-2
doi: 10.1016/j.fgb.2023.103828
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

103828

Informations de copyright

Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Auteurs

Fatemeh Khelghatibana (F)

Department of Plant Pathology, Iranian Research Institute of Plant Protection, Agricultural Research, Education and Extension Organization (AREEO), Tehran, Iran. Electronic address: khelghati50@gmail.com.

Mohammad Javan-Nikkhah (M)

Department of Plant Protection, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran.

Naser Safaie (N)

Department of Plant Pathology, Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran.

Ahmad Sobhani (A)

Agricultural Biotechnology Research Institute of Iran - Isfahan Branch, Agricultural Research, Education and Extension Organization (AREEO), Isfahan, Iran.

Somayeh Shams (S)

Department of Plant Production and Genetic Engineering, Faculty of Agriculture, University of Lorestan, Khorramabad, Iran.

Ehsan Sari (E)

Department of Microbiology and Plant Pathology, University of California, Riverside, CA, USA. Electronic address: ehsan.sari@ucr.edu.

Classifications MeSH