Keywords: decoding modules, SNP array, ELF4 function, CO2-fixing enzyme, deep learning, ascorbate, QTL mapping

Latest 28 Papers

Novel substrate affinity of FaCCR1 and FaCCR1/FaOCT4 expression control the content of medium-chain esters in strawberry fruit

Authors: Roldan-Guerra, F. J., Amorim-Silva, V., Jimenez, J., Mari-Albert, A., Torreblanca, R., Ruiz del Rio, J., Botella, M. A., Granell, A., Sanchez-Sevilla, J. F., Castillejo, C., Amaya, I.

Date: 2025-10-01 · Version: 1

DOI: 10.1101/2025.09.30.679181

Model Organism: Fragaria × ananassa

volatile organic compounds medium-chain esters QTL mapping FaCCR1 FaOCT4

A century of breeding has preserved genetic variation, accumulated favorable alleles, and shaped the Rht gene portfolio in North American spring wheat

Authors: Gill, H. S., Blecha, S., Conley, E., Brault, C., Fiedler, J., Cook, J., Glover, K., Green, A., Read, A. C., Anderson, J. A.

Date: 2025-09-23 · Version: 1

DOI: 10.1101/2025.09.22.677111

Model Organism: Triticum aestivum

Hard red spring wheat genetic diversity Rht dwarfing genes SNP array KASP genotyping

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

QTL mapping of oat crown rust resistance in Australian fields and identification of a seedling resistance locus in oat line GS7

Authors: Nguyen, D., Lewis, D., Henningsen, E., Su, Z., Mago, R., Sperschneider, J., Dodds, P., Rattey, A., Yimer, B., Klos, K., Figueroa, M.

Date: 2025-08-27 · Version: 1

DOI: 10.1101/2025.08.24.671654

Model Organism: Avena sativa

crown rust Puccinia coronata QTL mapping KASP markers Pc61

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

An ancient X chromosomal region harbours three genes potentially controlling sex determination in Cannabis sativa

Authors: Toscani, M., Riera-Begue, A., Malik, A., Dowling, C., Schilling, S., Melzer, R.

Date: 2025-07-03 · Version: 1

DOI: 10.1101/2025.07.03.663031

Model Organism: Cannabis sativa

sex determination monoecy dioecy QTL mapping Cannabis sativa

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

Genetic determinants of aerial root traits that support biological nitrogen fixation in maize

Authors: Laspisa, D., Venado, R. E., Diogo, R., Ane, J.-M., Wallace, J. G.

Date: 2025-06-02 · Version: 1

DOI: 10.1101/2025.05.30.657053

Model Organism: Zea mays

biological nitrogen fixation aerial roots Zea mays QTL mapping heritability

Parallel adaptation and admixture drive the evolution of virulence in the grapevine downy mildew pathogen

Authors: DVORAK, E., DUMARTINET, T., MAZET, I. D., CHATAIGNER, A., Paineau, M., CANTU, D., MESTRE, P., FOULONGNE-ORIOL, M., DELMOTTE, F.

Date: 2025-05-23 · Version: 1

DOI: 10.1101/2025.05.18.654733

Model Organism: Plasmopara viticola

Plasmopara viticola grapevine downy mildew QTL mapping AvrRpv12 RXLR effectors

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