Author

M. Pawełkowicz

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Sep 2026

Urban Trees Harbor Phyllosphere Microbiomes Enriched in Pollution-Tolerant Taxa.

Urban vegetation can capture airborne particulate matter (PM), but less is known about how particulate pollution is associated with phyllosphere bacterial communities. This study investigated the phyllosphere microbiomes of seven tropical tree taxa growing at urban and rural/forest sites. Urban leaves accumulated more...

Mamun Mandal, Raghawendra Kumar, Anamika Roy et al. · Environmental Pollution · 0 citations

Open access Sep 2026

Genome-wide variant atlas of cucumber sex determination reveals line-specific molecular networks as a candidate resource for cucumber breeding

The first genome-wide comparison of all five cucumber lines representing sex phenotypes within a single analytical framework is provided, supporting further multi-omics dissection of hormonal, transcriptional and epigenetic components associated with cucumber floral fate and breeding-relevant sex expression.

Szymon Turek, Agata Głuchowska, Agnieszka Skarzyńska-Łyżwa et al. · BMC Genomics · 0 citations

Review Open access Jul 2026

Explainable Artificial Intelligence for Genomic Prediction in Plants: A Critical Review of Methods, Biological Insights, and Practical Challenges

Overall, XAI should be considered a framework for model interpretation, feature prioritization, and hypothesis generation rather than a replacement for experimental validation in plant genomics and breeding, and the common misconception that feature importance implies biological causality is emphasized.

Agata Głuchowska, Muhammad Hafeez Ullah Khan, M. Pawełkowicz · Applied Sciences · 1 citation