Mapping lignification dynamics with a combination of chemistry, data segmentation and ratiometric analysis
Morel, O.; Lion, C.; Neutelings, G.; Stefanov, J.; Baldacci, F.; Simon, C.; Gierlinger, N.; Biot, C.; Hawkins, S.; Spriet, C.
Show abstract
This article describes a new methodology for detailed mapping of the lignification capacity of plant cell walls that we have called "REPRISAL" for REPorter Ratiometrics Integrating Segmentation for Analyzing Lignification. REPRISAL consists of the combination of three separate approaches. In the first approach, H*, G* and S* monolignol chemical reporters, corresponding to p-coumaryl alcohol, coniferyl alcohol and sinapyl alcohol, are used to label the growing lignin polymer in a fluorescent triple labelling strategy based on the sequential use of 3 main bioorthogonal chemical reactions. In the second step, an automatic parametric and/or artificial intelligence (AI) segmentation algorithm is developed that assigns fluorescent image pixels to 3 distinct cell wall zones corresponding to cell corners (CC), compound middle lamella (CML) and secondary cell walls (SCW). The last step corresponds to the exploitation of a ratiometric approach enabling statistical analyses of differences in monolignol reporter distribution (ratiometric method 1) and proportions (ratiometric method 2) within the different cell wall zones. In order to demonstrate the potential of REPRISAL for investigating lignin formation we firstly describe its use to map developmentally-related changes in the lignification capacity of WT Arabidopsis interfascicular fiber cells. We then show how it can be used to reveal subtle phenotypical differences in lignification by analyzing the Arabidopsis prx64 peroxidase mutant and provide further evidence for the implication of the AtPRX64 protein in floral stem lignification. Finally, we demonstrate the general applicability of REPRISAL by using it to map lignification capacity in poplar, flax and maize.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Multi-omics analysis of xylem sap uncovers dynamic modulation of poplar defenses by ammonium and nitrate 95%
- Early detection of late blight in potato by whole-plant redox imaging 94%
- Potato virus X -delivered CRISPR activation programs lead to strong endogenous gene induction and transient metabolic reprogramming in Nicotiana benthamiana. 94%
Similar papers in this journal
- A versatile high throughput screening platform for plant metabolic engineering highlights the major role of ABI3 in lipid metabolism regulation 95%
- A bench-top dark-root device built with LEGO bricks enables a non-invasive plant root development analysis in soil conditions mirroring nature 95%
- Functional characterisation of banana (Musa spp.) 2-oxoglutarate-dependent dioxygenases involved in flavonoid biosynthesis 94%
Similar papers in this journal
- A High-throughput Screening Method to Identify Proteins Involved in Unfolded Protein Response Signaling in Plants 93%
- Two-fold Red Excess (TREx): A simple and novel digital color index that enables non-invasive real-time health assessment of green-leaved as well as anthocyanin-rich crops 92%
- Colour-analyzer: A new dual colour model-based imaging tool to quantify plant disease 92%
Similar papers in this journal
Similar papers in this journal
- Biomass formation and sugar release efficiency of Populus modified by altered expression of a NAC transcription factor 94%
- Identification of Gene Targets for the Sprouting Inhibitor CIPC 93%
- Genetic regulation of anthocyanin biosynthesis in Cornus species: The roles of R2R3-MYB transcription factors 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.