Mombaerts, L. | bioRxiv Science

bioRxiv2020

Causal dynamical modelling predicts novel regulatory genes of FOXP3 in human regulatory T cells

Regulatory T cells (Tregs), characterized as a CD4+CD25+FOXP3+ subset of T cells, are vital to the induction of immune tolerance and the maintenance of immune homeostasis. While target genes of Treg master regulator FOXP3 have been identified, the upstream regulatory machinery of FOXP3 still remains largely unknown. Here we dynamically model causal relationships among genes from available time-series genome-scale datasets, to predict direct or indirect regulatory genes of FOXP3 in human primary Tregs. From the whole genome, we selected five top ranked candidates for further experimental validation. Following knockdown, three out of the five candidates indeed showed significant effects on the mRNA expression of FOXP3. Further experiments showed that one out of these three predicted candidates, namely nuclear receptor binding factor 2 (NRBF2), also affected FOXP3 protein expression. These results open new doors to identify potential new mechanisms of immune related diseases.

systems biology↗

bioRxiv2019

Differential effects of day-night cues and the circadian clock on the barley transcriptome

The circadian clock is a complex transcriptional network that regulates gene expression in anticipation of the day-night cycle and controls agronomic traits in plants. However, in crops, information on the effects of the internal clock and day-night cues on the transcriptome is limited. We analysed the diel and circadian leaf transcriptomes in the barley cultivar Bowman and derived introgression lines carrying mutations in EARLY FLOWERING 3 (ELF3), LUX1, and EARLY MATURITY 7 (EAM7). Mutations in ELF3 and LUX1 abolished circadian transcriptome oscillations under constant conditions, whereas eam7 maintained oscillations of {approx}30% of the circadian transcriptome. However, day-night cues fully restored transcript oscillations in all three mutants and thus compensated for a disrupted oscillator in the arrhythmic barley clock mutants elf3 and lux1. Nevertheless, elf3 but not lux1 affected the phase of the diel oscillating transcriptome and thus the integration of external cues into the clock. Using dynamical modelling, we predicted a structure of the barley circadian oscillator and interactions of its individual components with day-night cues. Our findings provide a valuable resource for exploring the function and output targets of the circadian clock and for further investigations into the diel and circadian control of the barley transcriptome.

plant biology↗