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Updated: Jul 13, 2026

Purification of High Molecular Weight Genomic DNA from Powdery Mildew for Long-Read Sequencing
Published on: March 31, 2017
Sequence-based comparative secretome analysis reveals conserved core effectors and host lineage-specific divergence
Noman Ali1, Nan Wu1, Mahinur S Akkaya1
1School of Bioengineering, Dalian University of Technology, Dalian, China.
Abstract:
Powdery mildew fungi are obligate biotrophs that parasitize living plant tissues and deploy secreted proteins to support host colonization. We compared predicted secretomes from 26 powdery mildew isolates representing five genera (Blumeria, Erysiphe, Golovinomyces, Parauncinula, and Podosphaera) and encompassing monocot- and dicot-associated lineages. A standardized prediction and filtering workflow identified 7,545 secretome candidates from 219,897 proteins, which were then analyzed by orthogroup clustering, N-terminal motif screening, subcellular localization prediction, functional annotation, and homology searches against reported powdery mildew effectors. OrthoFinder assigned candidates to 1,399 orthogroups, revealing a conserved shared component across genera together with extensive genus- and isolate-specific diversification. Candidates were biased toward short mature proteins and were dominated by low-to-moderate cysteine ratios; higher cysteine content coincided with an increased proportion of proteins predicted to localize to the apoplast. N-terminal Y/F/WxC motifs were frequent in Blumeria secretomes and showed genus-specific positional preferences in mature sequences. At least one database-supported annotation was obtained for 4,148 candidates, with common categories including Egh16-like virulence factors, proteases, glycoside hydrolases, and ribonuclease-related annotations. Homology mapping of 75 known powdery mildew effectors identified conserved, high-abundance orthogroup-linked modules spanning multiple genera and Blumeria-restricted expansion modules. Proteome-wide searches further supported EqCmu and EqPdt as broadly conserved non-canonical (signal peptide-lacking) effectors with strong sequence and structural conservation across powdery mildew isolates.
Insights
Powdery mildew fungi use secreted proteins for host colonization. This study analyzed secretomes across five genera, revealing conserved and diverse protein families, including novel effectors like EqCmu and EqPdt, crucial for plant-pathogen interactions.
Area of Science:
- Plant Pathology
- Mycology
- Proteomics
Background:
- Powdery mildew fungi are obligate biotrophs relying on secreted proteins for plant tissue colonization.
- Understanding these secreted proteins is key to deciphering host-pathogen interactions and developing disease management strategies.
Purpose of the Study:
- To comprehensively compare predicted secretomes from diverse powdery mildew genera.
- To identify conserved and lineage-specific secreted proteins, including potential effector molecules.
- To characterize the functional and structural properties of these secreted proteins.
Main Methods:
- Standardized secretome prediction and filtering workflow across 26 isolates from five genera.
- Orthogroup clustering, N-terminal motif screening, subcellular localization prediction, and functional annotation.
- Homology searches against known powdery mildew effectors and proteome-wide searches for conserved non-canonical effectors.
Main Results:
- Identified 7,545 secretome candidates assigned to 1,399 orthogroups, showing conserved and diversified components across genera.
- Secretome candidates were generally short, with cysteine content correlating with apoplast localization.
- Discovered conserved effector modules and identified EqCmu and EqPdt as broadly conserved non-canonical effectors with high sequence and structural conservation.
Conclusions:
- The powdery mildew secretome exhibits both conserved core components and extensive genus- and isolate-specific diversification.
- Specific N-terminal motifs and protein features are associated with different genera and subcellular localizations.
- Identification of conserved non-canonical effectors provides new targets for understanding and controlling powdery mildew diseases.
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