Keywords: paralog processing, machine learning, multi-omics, salt stress

Latest 28 Papers

Transcriptomics uncovers molecular mechanisms underlying salt-inhibited root growth in Festuca rubra

Authors: Lan, B., Ru, D., Du, F. K., Yin, K.

Date: 2025-07-26 · Version: 1

DOI: 10.1101/2025.07.22.665687

Model Organism: Festuca rubra

salt stress root growth inhibition Festuca rubra transcriptomics hormone signaling

Evaluation of Conditional Treatment Effect of Salt Stress on Tomato Sugar Content Using Causal Machine Learning: A Pilot Study

Authors: Goto, I., Abiko, S., Sugiura, S., Furudate, A., Suzuki, A., Hayashi, A., Suzuki, D., Kikuchi, K.

Date: 2025-07-23 · Version: 1

DOI: 10.1101/2025.07.18.665484

Model Organism: Solanum lycopersicum

salt stress tomato (Solanum lycopersicum)°Brix causal inference environmental heterogeneity

Virus-induced upregulation of mitochondrial metabolism modulates cytosolic redox balance and defense responses

Authors: Hou, L.-Y., Wu, C.-H., Lin, N.-S.

Date: 2025-07-06 · Version: 1

DOI: 10.1101/2025.07.05.663277

Model Organism: Nicotiana benthamiana

metabolic reprogramming Bamboo mosaic virus mitochondrial metabolism redox balance multi-omics

Integrating Load-Cell Lysimetry and Machine Learning for Prediction of Daily Plant Transpiration

Authors: Friedman, S., Averbuch, N., Nevo, T., Moshelion, M.

Date: 2025-06-30 · Version: 2

DOI: 10.1101/2024.11.24.625038

Model Organism: Multi-species

daily transpiration machine learning gravimetric load cells Random Forest XGBoost

Multi-Omics Analysis of Heat Stress-Induced Memory in Arabidopsis

Authors: Thirumlaikumar, V. P. P., Yu, L., Arora, D., Mubeen, U., Wisniewski, A., Walther, D., Giavalisco, P., Alseekh, S., DL Nelson, A., Skirycz, A., Balazadeh, S.

Date: 2025-06-23 · Version: 1

DOI: 10.1101/2025.06.19.660594

Model Organism: Arabidopsis thaliana

heat stress acquired thermotolerance heat stress memory multi-omics Arabidopsis thaliana

Exogenous Hormone Treatments Reveal Species-Specific Regulation of Individual Components of Root Architecture and Salt Ion Accumulation in Cultivated and Wild Tomatoes

Authors: Rahmati-Ishka, M., Craft, E., Pineros, M., Julkowska, M. M.

Date: 2025-06-20 · Version: 1

DOI: 10.1101/2025.06.17.660158

Model Organism: Solanum lycopersicum

hormonal signaling root architecture salt stress Na/K ratio tomato

Endophytes induce systemic spatial reprogramming of metabolism in poplar roots under drought

Authors: Aufrecht, J. A., Velickovic, D., Tournay, R., Couvillion, S. P., Balasubramanian, V. K., Winkler, T., Herrera, D., Stanley, R., Doty, S., Ahkami, A. H.

Date: 2025-06-06 · Version: 1

DOI: 10.1101/2025.06.02.657501

Model Organism: General

beneficial endophytes drought stress root metabolome chemical imaging machine learning

Multiplexed profiling of transcriptional regulators in plant cells

Authors: Alamos, S., Waldburger, L., Dee, A., Owens, L., Rattan, R., Ong, S., Shih, P.

Date: 2025-05-14 · Version: 1

DOI: 10.1101/2025.05.12.653590

Model Organism: General

transcriptional regulation high-throughput plant assay protein‑coding library machine learning synthetic protein engineering

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

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