Cross-species prediction of histone modifications in plants via deep learning
Our findings demonstrate that phylogenetically informed model training significantly improves cross-species epigenomic prediction, offering a scalable computational strategy for functional annotation in non-model and agriculturally important plants.
Authors
- Haoyu Chao (ORCID: https://orcid.org/0000-0002-5475-0443)
- Yilin Li (ORCID: https://orcid.org/0000-0002-3268-1969)
- Quan Han
- Chen Liang
- Zhonghao Ruan
- Ming Chen
- Tongxuan Lv
- Dijun Chen
Institutions
- China Pharmaceutical University (CN)
- Zhejiang University (CN)
- Nanjing University (CN)
Publication Details
- Journal
- Genome biology
- Published
- 2026-01-09
- DOI
- https://doi.org/10.1186/s13059-025-03929-4
- Primary Topic
- Plant Molecular Biology Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00