Keywords: decoding modules, SNP array, deep learning, Physcomitrium patens

Latest 26 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

Model Organism: Multi-species

plant phenotyping image segmentation U‑Net hyperspectral imaging deep learning

Setaphyte VERY-LONG-CHAIN FATTY ACYL DESATURASES are desaturases that impact glycerolipid and sphingolipid metabolism

Authors: Duminil, P., Herrfurth, C., Haslam, T. M., Feussner, I.

Date: 2025-08-13 · Version: 1

DOI: 10.1101/2025.08.12.669868

Model Organism: Physcomitrium patens

desaturases very‑long‑chain fatty acids sphingolipids glycerolipids Physcomitrium patens

tRNA-Based Polycistronic CRISPR/Cas9 System Boosts Efficiency of Multi-Gene Deletion in the Moss Physcomitrella.

Authors: Kozgunova, E.

Date: 2025-08-01 · Version: 1

DOI: 10.1101/2025.07.29.667574

Model Organism: Physcomitrium patens

CRISPR/Cas9 polycistronic tRNA‑gRNA array large gene deletion multiplex editing Physcomitrium patens

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

Glycosylation-dependent sorting of an Arabinogalactan protein SLEEPING BEAUTY mediates apical tip growth and osmosensing in Physcomitrium patens

Authors: Yu, C.-Y., Maharjan, M., Liu, C.-H., Teh, O.-k.

Date: 2025-07-12 · Version: 1

DOI: 10.1101/2025.07.08.663806

Model Organism: Physcomitrium patens

Arabinogalactan protein cell wall rigidification glycosylation endocytic trafficking Physcomitrium patens

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

Molecular and Phenotypic Characterization of Telomere Repeat Binding (TRBs) Proteins in Moss: Evolutionary and Functional Perspectives

Authors: Kusova, A., Hola, M., Goffova Petrova, I., Rudolf, J., Zachova, D., Skalak, J., Hejatko, J., Klodova, B., Prerovska, T., Lycka, M., Sykorova, E., Bertrand, Y. J. K., Fajkus, J., Honys, D., Prochazkova Schrumpfova, P.

Date: 2025-06-17 · Version: 1

DOI: 10.1101/2025.06.11.659030

Model Organism: Physcomitrium patens

Telomere repeat binding proteins Physcomitrium patens knockout mutants telomere maintenance transcriptome profiling

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

MAX2-dependent signaling regulates the transition from 2D to 3D growth by suppressing cytokinin accumulation in Physcomitrium patens

Authors: Luo, Y., Hata, Y., Ohtsuka, J., Komatsu, A., Kojima, M., Sakakibara, H., Kyozuka, J.

Date: 2025-05-15 · Version: 1

DOI: 10.1101/2025.05.15.654175

Model Organism: Physcomitrium patens

MAX2-dependent signaling SMXL repressors cytokinin gametophore bud formation Physcomitrium patens

A moss N-Acetyltransferase-MAPK protein controls 2D to 3D developmental transition via acetylation and phosphorylation changes

Authors: de Luxan Hernandez, C., Ammitsoe, T. J., Kanne, J. V., Stanimirovic, S., Roux, M., Weeks, Z., Schutzbier, M., Dürnberger, G., Roitinger, E., Zhang, L., Spadiut, O., Ishikawa, M., Hasebe, M., Moody, L., Dagdas, Y., Rodriguez, E., Petersen, M.

Date: 2025-05-03 · Version: 1

DOI: 10.1101/2025.05.02.650421

Model Organism: Physcomitrium patens

post-translational modifications acetylation phosphorylation 2D-to-3D transition Physcomitrium patens

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