Keywords: decoding modules, SNP array, deep learning, jasmonic acid

Latest 20 Papers

Pioneer bark beetle attacks induce multifaceted localized defense responses in Norway spruce

Authors: Ramires, M. J., Netherer, S., Schebeck, M., Hummel, K., Schlosser, S., Razzazi-Fazeli, E., Ertl, R., Ahmad, M., Espinosa-Ruiz, A., Carrera, E., Arc, E., Martinez-Godoy, M. A., Banos, J., Caballero, T., Ledermann, T., van Loo, M., Trujillo-Moya, C.

Date: 2025-08-07 · Version: 1

DOI: 10.1101/2025.08.06.668443

Model Organism: Picea abies

Norway spruce bark beetle defense multi-omics jasmonic acid phenolic compounds

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

Systematic measurements of dose-dependent responses for combinatorial treatments of SA and JA led to the development of transcriptomic biomarkers

Authors: Tomita, A., Maeda, T., Mori-Moriyama, N., Nomura, Y., Kurita, Y., Kashima, M., Betsuyaku, S., Nagano, A. J.

Date: 2025-06-01 · Version: 1

DOI: 10.1101/2025.05.29.656841

Model Organism: Arabidopsis thaliana

salicylic acid jasmonic acid hormone crosstalk transcriptomic biomarkers Arabidopsis thaliana

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

The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset

Authors: Wang, Z., Zenkl, R., Greche, L., De Solan, B., Bernigaud Samatan, L., Ouahid, S., Visioni, A., Robles-Zazueta, C. A., Pinto, F., Perez-Olivera, I., Reynolds, M. P., Zhu, C., Liu, S., D'argaignon, M.-P., Lopez-Lozano, R., Weiss, M., Marzougui, A., Roth, L., Dandrifosse, S., Carlier, A., Dumont, B., Mercatoris, B., Fernandez, J., Chapman, S., Najafian, K., Stavness, I., Wang, H., Guo, W., Virlet, N., Hawkesford, M., Chen, Z., David, E., Gillet, J., Irfan, K., Comar, A., Hund, A.

Date: 2025-03-19 · Version: 1

DOI: 10.1101/2025.03.18.642594

Model Organism: Triticum aestivum

wheat semantic segmentation computer vision deep learning phenotyping

Fiber Bragg grating based sensing system for non-destructive root phenotyping using ResNet prediction

Authors: Binder, S., Hossain, K., Bucksch, A., Fok, M.

Date: 2025-02-28 · Version: 2

DOI: 10.1101/2024.09.17.613457

Model Organism: Zea mays

root architecture fiber Bragg grating real-time phenotyping deep learning Zea mays

Identification of QTLs linked to partial resistance to foot and root rot caused by Fusarium avenaceum and Fusarium oxysporum in faba bean (Vicia faba)

Authors: Webb, A., Thomas, J. E., Davis, H., McAdam, S., Angra, D., O'Sullivan, D. M., Gostkiewicz, K., Capozzi, M., Wood, T. A.

Date: 2025-02-25 · Version: 1

DOI: 10.1101/2025.02.21.639454

Model Organism: Vicia faba

Vicia faba Fusarium foot and root rot QTL mapping SNP array disease resistance

Non-invasive imaging of salicylic and jasmonic acid activities in planta

Authors: Balakireva, A. V., Karataeva, T. A., Karampelias, M., Mitiouchkina, T. Y., Machacek, J., Shakhova, E. S., Perfilov, M. M., Belozerova, O. A., Palkina, K. A., Drazna, N., Vondrakova, Z., Fleiss, A., Fakhranurova, L. I., Markina, N. M., Morozov, V. V., Bugaeva, E. N., Delnova, G. M., Choob, V. V., Yampolsky, I. V., Petrasek, J., Mishin, A. S., Sarkisyan, K. S.

Date: 2025-02-17 · Version: 1

DOI: 10.1101/2025.02.17.636591

Model Organism: Multi-species

jasmonic acid salicylic acid autoluminescent reporter plant immunity Arabidopsis thaliana

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