Keywords: paralog processing, CO2-fixing enzyme, deep learning, comparative transcriptomics, computer vision

Latest 24 Papers

Botanic Spectrum Analyser: A Deep Learning GUI for Plant Image Segmentation in Hyperspectral and RGB Phenotyping

Authors: Walsh, J. J., Gorgu, L., Cavel, E., Poulain, V., Gutierrez, L., Mangina, E., Negrao, S.

Date: 2025-09-17 · Version: 1

DOI: 10.1101/2025.09.14.676080

plant phenotyping image segmentation U‑Net hyperspectral imaging deep learning

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

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

Evaporative cooling signals for wound healing in plants

Authors: Balem, J. M., Tan, C., Dias, N. C. F., Arnold, M. L., Tran, S., Severns, P. M., Teixeira, P. J. P. L., Li, C., Yang, L.

Date: 2025-05-28 · Version: 1

DOI: 10.1101/2025.05.23.655667

Model Organism: Arabidopsis thaliana

wound healing Arabidopsis thaliana cold-responsive genes CBF transcription factors computer vision

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

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

Transcriptional plasticity of fast core chromosomes governs establishment of a fungal pathogen on evolutionarily distant plant lineages

Authors: Srivastava, V., Kaushik L S, S., Pullagurla, N. J., Zechmann, B., Di Pietro, A., Laha, D., Redkar, A.

Date: 2025-03-28 · Version: 1

DOI: 10.1101/2025.03.27.645276

Model Organism: Marchantia polymorpha

Fusarium oxysporum Marchantia polymorpha effector genes fast core chromosomes comparative transcriptomics

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