Keywords: paralog processing, transcriptome reprogramming, machine learning, CRISPR, SWI3

Latest 16 Papers

Phylogenetic Analysis and Machine Learning Identify Signatures of Selection and Predict Deleterious Mutations in Common Bean

Authors: Cordoba-Novoa, H. A., Buckler, E. S., Romay, C., Berthel, A., Johnson, L., Balasubramanian, P., Hoyos Villegas, V.

Date: 2025-05-06 · Version: 1

DOI: 10.1101/2025.05.05.652309

Model Organism: Phaseolus vulgaris

deleterious mutations genetic load common bean MAGIC population machine learning

S2-PepAnalyst: A Web Tool for Predicting Plant Small Signalling Peptides

Authors: Vomo Donfack, K. L., Abaach, M., Luna, A. M., Ginot, G., Doblas, V. G., Morilla, I.

Date: 2025-05-06 · Version: 2

DOI: 10.1101/2024.08.02.606319

Model Organism: General

small signalling peptides machine learning protein language models geometric-topological analysis reinforcement learning

SnRK1.1 Coordinates Organ-Specific Growth-Defense Programs via Transcriptomic Rewiring in Arabidopsis thaliana

Authors: Kalachova, T., Muller, K., Lacek, J., Pree, S., Antonova, A., Bondarenko, O., Burketova, L., Retzer, K., Weckwerth, W.

Date: 2025-04-29 · Version: 1

DOI: 10.1101/2025.04.25.650715

Model Organism: Arabidopsis thaliana

SnRK1 KIN10 transcriptome reprogramming plant immunity tissue-specific signaling

Populus VariantDB v3.2 facilitates CRISPR and Functional Genomics Research

Authors: Zhou, R., Seth, S. R., Reeves, J., Burns, A. H., Hsieh, C., Horn, T., Xue, L.-J., Tsai, C.-J.

Date: 2025-04-22 · Version: 1

DOI: 10.1101/2025.04.20.649720

Model Organism: Populus

CRISPR guide RNA design sequence polymorphism Populus VariantDB heterozygous genomes

High Density Phenotypic Map of Natural Variation for Intermediate Phenotypes Associated with Stalk Lodging Resistance in Maize

Authors: Kunduru, B., Bokros, N. T., Tabaracci, K., Kumar, R., Brar, M. S., Stubbs, C. J., Oduntan, Y., DeKold, J., Bishop, R. H., Woomer, J., Verges, V. L., McDonald, A., McMahan, C. S., DeBolt, S., Robertson, D. J., Sekhon, R.

Date: 2025-04-06 · Version: 1

DOI: 10.1101/2025.04.03.647088

Model Organism: Zea mays

stalk lodging resistance maize phenomics genetic architecture intermediate phenotypes machine learning

Sunflower yield modeling with XAI: Historical weather impacts and forecasting

Authors: Majumder, S., Mason, C.

Date: 2025-02-28 · Version: 1

DOI: 10.1101/2025.02.27.640573

Model Organism: Helianthus annuus

explainable AI sunflower yield climate variability machine learning Shared Socioeconomic Pathways

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