Keywords: decoding modules, machine learning, autophagy, comparative transcriptomics

Latest 36 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

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

2-Oxoglutarate-dependent dioxygenases contribute to cardenolide biosynthesis in Erysimum cheiranthoides (wormseed wallflower)

Authors: Younkin, G., Holland, C. K., Jander, G.

Date: 2025-04-16 · Version: 1

DOI: 10.1101/2025.04.10.648230

Model Organism: Erysimum cheiranthoides

cardenolide biosynthesis 2‑oxoglutarate‑dependent dioxygenases hydroxylation comparative transcriptomics enzyme modeling

Comparative transcriptomics uncovers plant and fungal genetic determinants of mycorrhizal compatibility

Authors: Marques-Galvez, J. E., de Freitas Pereira, M., Nehls, U., Ruytinx, J., Barry, K., Peter, M., Martin, F., Grigoriev, I. V., Veneault-Fourrey, C., Kohler, A.

Date: 2025-04-14 · Version: 1

DOI: 10.1101/2025.04.11.648352

Model Organism: Populus

ectomycorrhizal symbiosis poplar comparative transcriptomics gene regulons compatibility

High radiosensitivity in the conifer Norway spruce (Picea abies) due to lesscomprehensive mobilisation of protection and repair responses compared to the radiotolerant Arabidopsis thaliana

Authors: Bhattacharjee, P., Blagojevic, D., Lee, Y., Gillard, G. B., Gronvold, L., Hvidsten, T. R., Sandve, S. R., Lind, O. C., Salbu, B., Brede, D. A., Olsen, J. E.

Date: 2025-04-14 · Version: 3

DOI: 10.1101/2023.11.20.562501

Model Organism: Multi-species

ionising radiation radiosensitivity comparative transcriptomics DNA damage repair antioxidant response

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

Transcriptional plasticity of fast core chromosomes governs establishment of a fungal pathogen on evolutionarily distant plant lineages

Authors: Srivastava, V., Kaushik L S, S., Pullagurla, N. J., Zechmann, B., Di Pietro, A., Laha, D., Redkar, A.

Date: 2025-03-28 · Version: 1

DOI: 10.1101/2025.03.27.645276

Model Organism: Marchantia polymorpha

Fusarium oxysporum Marchantia polymorpha effector genes fast core chromosomes comparative transcriptomics

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

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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