Keywords: paralog processing, comparative transcriptomics, deep learning, phylogenetic analysis

Latest 40 Papers

Phenotypic scoring of Canola Blackleg severity using machine learning image analysis

Authors: Hu, Q., Anderson, S. N., Gardner, S., Ernst, T. W., Koscielny, C. B., Bahia, N. S., Johnson, C. G., Jarvis, A. C., Hynek, J., Coles, N., Falak, I., Charne, D. R., Ruidiaz, M. E., Linares, J. N., Mazis, A., Stanton, D. J.

Date: 2025-07-22 · Version: 1

DOI: 10.1101/2025.07.17.665372

Model Organism: Multi-species

blackleg disease canola (Brassica spp.)deep learning image-based phenotyping disease severity scoring

RegenPGC View: Semantic Segmentation of Perennial Groundcover Cropping Systems to Restore American Croplands

Authors: Meyering, B., Schlautman, B.

Date: 2025-07-06 · Version: 1

DOI: 10.1101/2025.07.03.663038

Model Organism: General

perennial groundcovers cover cropping deep learning convolutional neural network image‑based phenotyping

Evolutionary origin and functional diversification of plant GBF1-type ARF guanine-nucleotide exchange factors

Authors: Singh, M. K., Lauster, T., Huhn, K., Richter, S., Kientz, M., Neher, R. A., Juergens, G.

Date: 2025-06-06 · Version: 1

DOI: 10.1101/2025.06.03.657657

Model Organism: Arabidopsis thaliana

GBF1-type ARF‑GEF phylogenetic analysis ortho‑synteny polar recycling yeast two‑hybrid

Unraveling the cis-regulatory code controlling abscisic acid-dependent gene expression in Arabidopsis using deep learning

Authors: Opdebeeck, H., Smet, D., Thierens, S., Minne, M., De Beukelaer, H., Zuallaert, J., Van Bel, M., Van Montagu, M., Degroeve, S., De Rybel, B., Vandepoele, K.

Date: 2025-06-06 · Version: 1

DOI: 10.1101/2025.06.03.657584

Model Organism: Arabidopsis thaliana

Abscisic acid Arabidopsis thaliana deep learning promoter motifs ABF binding sites

Deciphering the Sequence Basis and Application of Transcriptional Initiation Regulation in Plant Genomes Through Deep Learning

Authors: Gao, P., Lian, L., Feng, W., Ma, Y., Lin, J., Qin, L., Hao, S., Zhao, H., Liu, X., Yuan, J., Lin, Z., Li, X., Guan, Y., Wang, X.

Date: 2025-04-24 · Version: 1

DOI: 10.1101/2025.04.22.649999

Model Organism: Glycine max

transcription start site promoter motifs deep learning soybean domestication plant gene regulation

2-Oxoglutarate-dependent dioxygenases contribute to cardenolide biosynthesis in Erysimum cheiranthoides (wormseed wallflower)

Authors: Younkin, G., Holland, C. K., Jander, G.

Date: 2025-04-16 · Version: 1

DOI: 10.1101/2025.04.10.648230

Model Organism: Erysimum cheiranthoides

cardenolide biosynthesis 2‑oxoglutarate‑dependent dioxygenases hydroxylation comparative transcriptomics enzyme modeling

Rapid population flux in bacterial spot xanthomonads during a transition in dominance between two genotypes in consecutive tomato production seasons and identification of a new species Xanthomonas oklahomensis sp. nov.

Authors: Johnson, B., Subedi, A., Damicone, J., Goss, E., Jones, J. B., Jibrin, M. O.

Date: 2025-04-16 · Version: 1

DOI: 10.1101/2025.04.13.648550

Model Organism: Solanum lycopersicum

bacterial spot Xanthomonas euvesicatoria population shift phylogenetic analysis copper resistance

The auxin gatekeepers: Evolution and diversification of the YUCCA family

Authors: Vijayanathan, M., Faryad, A., Abeywickrama, T. D., Christensen, J. M., Neilson, E. H.

Date: 2025-04-14 · Version: 1

DOI: 10.1101/2025.04.11.648386

Model Organism: Multi-species

YUCCA gene family indole-3-acetic acid phylogenetic analysis gene family diversification auxin biosynthesis

Comparative transcriptomics uncovers plant and fungal genetic determinants of mycorrhizal compatibility

Authors: Marques-Galvez, J. E., de Freitas Pereira, M., Nehls, U., Ruytinx, J., Barry, K., Peter, M., Martin, F., Grigoriev, I. V., Veneault-Fourrey, C., Kohler, A.

Date: 2025-04-14 · Version: 1

DOI: 10.1101/2025.04.11.648352

Model Organism: Populus

ectomycorrhizal symbiosis poplar comparative transcriptomics gene regulons compatibility

High radiosensitivity in the conifer Norway spruce (Picea abies) due to lesscomprehensive mobilisation of protection and repair responses compared to the radiotolerant Arabidopsis thaliana

Authors: Bhattacharjee, P., Blagojevic, D., Lee, Y., Gillard, G. B., Gronvold, L., Hvidsten, T. R., Sandve, S. R., Lind, O. C., Salbu, B., Brede, D. A., Olsen, J. E.

Date: 2025-04-14 · Version: 3

DOI: 10.1101/2023.11.20.562501

Model Organism: Multi-species

ionising radiation radiosensitivity comparative transcriptomics DNA damage repair antioxidant response

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