Keywords: paralog processing, deep learning, comparative transcriptomics, Marchantia polymorpha

Latest 42 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

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

Modulation of the GT Family 47 clade B gene affects arabinan deposition in elaters of Marchantia polymorpha

Authors: Kang, H. S. F., Lampugnani, E. R., Tong, X., Prabhakar, P. K., Flores-Sandoval, E., Hansen, J., Jorgensen, B., Bowman, J. L., Urbanowicz, B. R., Ebert, B., Persson, S.

Date: 2025-05-03 · Version: 1

DOI: 10.1101/2025.05.02.651808

Model Organism: Marchantia polymorpha

GT47B arabinosyltransferase 1,5‑linked arabinan Marchantia polymorpha cell wall composition CoMPP

The Building Blocks of Early Land Plants: Glycosyltransferases and Cell Wall Architecture in the model liverwort Marchantia polymorpha

Authors: Kang, H. S. F., Tong, X., Mariette, A., Leong, M., Beahan, C., Flores-Sandoval, E., Pedersen, G., Rautengarten, C., Bowman, J. L., Ebert, B., Bacic, A., Doblin, M., Persson, S., Lampugnani, E. R.

Date: 2025-04-30 · Version: 1

DOI: 10.1101/2025.04.30.651426

Model Organism: Marchantia polymorpha

Marchantia polymorpha cell wall polysaccharides arabinan glycosyltransferase families comparative genomics

The MpCAFA gene encodes a ciliary protein required for spermatozoid motility in the liverwort Marchantia polymorpha

Authors: MORITA, M., Yamato, K. T.

Date: 2025-04-30 · Version: 1

DOI: 10.1101/2025.04.26.650577

Model Organism: Marchantia polymorpha

MpCAFA ciliary motility spermatozoid Marchantia polymorpha CAPS/FAP115 domains

The cytochrome P450 enzyme MpCYP78E1 inhibits meristem initiation and activity in Marchantia polymorpha

Authors: Spencer, V., Casey, C., Mosiolek, M., Jandrasits, K., Edelbacher, N., Dolan, L.

Date: 2025-04-30 · Version: 1

DOI: 10.1101/2025.04.28.651025

Model Organism: Marchantia polymorpha

Marchantia polymorpha meristem activity MpCYP78E1 RNA‑seq branching regulation

Replicated repurposing of an ancestral transcriptional complex in land plants

Authors: Kongsted, T. E., Romani, F., Airoldi, C. A., Haseloff, J., Glover, B. J.

Date: 2025-04-28 · Version: 1

DOI: 10.1101/2025.04.25.650595

Model Organism: Marchantia polymorpha

MBW transcriptional complex MYB transcription factor Marchantia polymorpha flavonoid pathway evolution oil body maturation

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

A tRNA-gRNA multiplexing system for CRISPR genome editing in Marchantia polymorpha.

Authors: Frangedakis, E., Yelina, N., Eeda, S. K., Romani, F., Fragkidis, A., Haseloff, J., Hibberd, J.

Date: 2025-04-20 · Version: 1

DOI: 10.1101/2025.04.18.649274

Model Organism: Marchantia polymorpha

CRISPR/Cas9 multiplex gRNA expression tRNA-mediated processing Marchantia polymorpha thallus transformation

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