Keywords: decoding modules, transcriptome analysis, SNP array, deep learning, hormone profiling, autophagy

Latest 37 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

ATG8i Autophagy activation is mediated by cytosolic Ca2+ under osmotic stress in Arabidopsis thaliana

Authors: Castillo-Olamendi, L., Gutierrez-Martinez, J., Jimenez-Nopala, G., Galindo, A., Barrera-Ortiz, S., Rosas-Santiago, P., Cordoba, E., Leon, P., Porta, H.

Date: 2025-07-02 · Version: 1

DOI: 10.1101/2025.07.02.662772

Model Organism: General

autophagy osmotic stress Ca²⁺ signaling ATG8i ER‑phagy

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

Physiological characterization in a somaclonal mutant for fruit shape derived from persimmon 'Hiratanenashi'

Authors: Horiuchi, A., Matsuzaki, R., Onoue, N., Ushijima, K., Kubo, Y., Akagi, T., Minamikawa, M. F.

Date: 2025-05-19 · Version: 1

DOI: 10.1101/2025.05.19.654774

Model Organism: Diospyros kaki

fruit shape persimmon (Diospyros kaki)elliptic Fourier descriptor transcriptome analysis WOX13

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 autophagy-related genes AtATG5 and AtATG7 influence reserve mobilisation and responses to ABA during seed germination in Arabidopsis thaliana

Authors: Contreras, E., Sanchez-Vicente, I., Pastor-Mora, E., Aylon-Rodriguez, M., Gonzalez-Ceballos, M., Delgado-Gutierrez, M. A., Lorenzo, O., Vicente-Carbajosa, J., Iglesias-Fernandez, R.

Date: 2025-04-21 · Version: 2

DOI: 10.1101/2024.05.15.593177

Model Organism: Arabidopsis thaliana

autophagy Arabidopsis thaliana ABA signaling ATG5/ATG7 ABI5

Root hair lifespan is antagonistically controlled by autophagy and programmed cell death

Authors: Feng, Q., Zhu, S., Wang, X., Liu, Y., Zhao, J., Dagdas, Y., Nowack, M. K.

Date: 2025-03-19 · Version: 1

DOI: 10.1101/2025.03.18.643910

Model Organism: Arabidopsis thaliana

root hair longevity autophagy ATG2 ATG5 ATG7 NAC transcription factors programmed cell death

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

Cell-type specific autophagy in root hair forming cells is essential for salt stress tolerance in Arabidopsis thaliana

Authors: Zhao, J., Loefke, C., Yeung, K. C., Chen, Y., Dagdas, Y.

Date: 2025-03-18 · Version: 1

DOI: 10.1101/2025.03.18.643786

Model Organism: Arabidopsis thaliana

autophagy trichoblast Arabidopsis thaliana salt stress cell-type-specific regulation

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