Biology subjects

Minne, M.

Publications and source records attributed to Minne, M..

3 recordsLinked to original sources

bioRxiv2025

Conserved transcriptional reprogramming in nematode infected root cells

Plant-parasitic nematodes are responsible for important annual losses in crop productivity worldwide1,2. Although the formation of feeding organs within the roots is essential for successful sedentary parasitism3, the molecular mechanisms underlying their development are poorly understood. This is partly because these organs originate from a limited number of root cells4-7, making difficult to capture the transcriptional reprogramming that occurs during the early stages of the infection. Here, we first developed a comparative host-pathogen framework to study the nematode infection process in Arabidopsis and rice. Using a cross-species single-cell transcriptomics approach, we identified a unique molecular signature in infected root cells and show that the cellular reprogramming during these early stages is highly conserved across both host-pathogen interactions. This transcriptional cell reprogramming is associated with stemness acquisition related to de novo organogenesis process. By cell-type specific gene regulatory network analysis, we identified AtATHB2/OsHOX28 as an evolutionary conserved and key regulator of the nematode infection process. Loss-of-function of this regulator in both species results in nematode resistance without affecting root growth. This discovery opens up new avenues for the development of sustainable nematode control strategies that could be translated across crop species.

plant biology↗

bioRxiv2025

Unraveling the cis-regulatory code controlling abscisic acid-dependent gene expression in Arabidopsis using deep learning

Abscisic acid (ABA) is a key regulator of abiotic stress responses in plants. Understanding the regulation of ABA-dependent gene expression is key to uncovering how plants adapt to environmental stress and how their resilience can be improved. We explored gene expression regulation by ABA in Arabidopsis thaliana through the training of an interpretable deep learning model predicting ABA responsiveness in the root from proximal promoter sequences. Implementing state-of-the-art augmentation strategies to boost performance, our convolutional neural network-based model was able to confidently predict ABA responsiveness. We demonstrate that it learned actual motifs in the promoter sequences and confirm that ABRE-binding factor (ABF) binding sites play a key role in regulating ABA-dependent gene expression. However, also other motifs contributing to ABA-mediated gene expression regulation were identified. Our model outperforms a model trained to predict ABF binding, indicating it successfully learned the cis-regulatory code beyond the canonical ABF binding sites. Furthermore, the importance of motif clustering for regulating gene expression levels in response to ABA was unveiled by our model. Lastly, we identified genomic regions-beyond the proximal promoter-both with and without ABF binding sites, predicted by our model to drive ABA responsiveness. These genomic regions were used to generate reporter lines for experimental validation and were shown to drive the response to ABA in planta. This confirms that our model successfully inferred the regulatory code controlling ABA-dependent gene expression.

plant biology↗

bioRxiv2022

bHLH heterodimer complex variations shape meristems in Arabidopsis thaliana by affecting target gene specificity

The main regions of cell proliferation in plants are the root and shoot apical meristems during primary growth and the vascular cambia as lateral meristems during secondary thickening. A number of unique regulators have been described in each of these meristems, suggesting that these different meristems might have independently evolved dedicated transcriptional networks to balance cell proliferation. Here, we show that the basic Helix Loop Helix (bHLH) transcription factor complexes formed by TARGET OF MONOPTEROS5 (TMO5), LONESOME HIGHWAY (LHW) and their close homologs are broadly expressed throughout plant development and operate as general regulators of cell proliferation in all meristems. Yet, genetic and expression analyses indicate that these complexes have specific functions in distinct meristems mediated by heterodimer complex variations between members of the TMO5 and LHW subclades. We determine that this is primarily due to their expression domains limiting the possible combinations of heterodimer complexes within a certain meristem, and to a certain extent to the absence of some members in a given meristem. We further demonstrate target gene specificity for heterodimer complexes, suggesting that spatial differences in transcriptional responses through heterodimer diversification allow a common bHLH heterodimer complex module to contribute to the control of cell proliferation in multiple meristems.

developmental biology↗