Biology subjects

Yong, M.

Publications and source records attributed to Yong, M..

5 recordsLinked to original sources

bioRxiv2026

MxSure: a mixture model for inferring within-host substitution rates and transmission SNP thresholds

Quantifying short-term evolutionary rates of microbial genomes is essential for understanding the processes that shape within-host evolution and for establishing thresholds needed to track transmission. In studies of short-term evolutionary rates, samples are often collected from closely related clusters (e.g. longitudinally from the same host or from transmission pairs), with substantial time intervals separating genomes between clusters. Distinguishing strain replacement from persistence presents is also difficult in these studies. In addition, many public health and metagenomic bacterial strain tracking pipelines output pairwise SNP distances rather than the multiple sequence alignments required by common substitution rate estimation pipelines. This makes it hard to estimate within-host evolutionary rates in many commensal bacterial species that are difficult to culture and isolate. To address these challenges, we introduce MxSure, a tool for estimating substitution rates and transmission thresholds while accounting for strain replacement from pairwise SNP distance data, as commonly generated by transmission tracking and metagenomic analysis pipelines. We demonstrate the accuracy of MxSure through extensive simulations and by analysing species with previously estimated substitution rates from longitudinal metagenomic datasets. Using MxSure, we estimated within-host substitution rates and transmission SNP thresholds for multiple commensal bacterial species including Bifidobacterium longum and Bifidobacterium bifidum from a longitudinal study of the infant gut microbiome.

bioinformatics↗

bioRxiv2026

NGFR/Ngfr-marked basal duct progenitors drive ductal--acinar regeneration in injured salivary glands

Severe salivary gland injury can cause chronic xerostomia and persistent secretory dysfunction, yet the epithelial populations that support repair remain poorly defined. Here, we identify NGFR/Ngfr as a conserved surface marker for isolating organoid-forming epithelial stem/progenitor cells from human and mouse salivary glands and show that mouse Ngfr-lineage cells contribute to ductal-acinar regeneration after injury. Single-cell transcriptomic analysis of human salivary gland tissue identified a restricted NGFR-expressing basal duct epithelial subpopulation with progenitor-like features and early positions along inferred epithelial differentiation trajectories. Functionally, NGFR-expressing cells showed enhanced primary and secondary organoid-forming capacity, and NGFR-enriched human organoids engrafted after transplantation into injured salivary glands of immunodeficient mice. In mouse salivary glands, isolated Ngfr-expressing cells showed enriched organoid-forming activity, and Ngfr expression localized to injury-associated ductal regions after duct ligation and local inflammatory injury. Ngfr-CreERT2 lineage tracing further showed that Ngfr-lineage cells contribute to ductal and acinar compartments during post-injury regeneration. Together, these findings establish NGFR/Ngfr as a conserved surface marker for prospectively isolating basal duct epithelial stem/progenitor populations with organoid-forming activity and injury-responsive ductal-acinar regenerative potential.

cell biology↗

bioRxiv2025

Bacterial species and surface structures shape gene transfer and the transcriptional landscape during early conjugation

Conjugative plasmids drive bacterial evolution and niche adaptation, yet how their active acquisition reshapes host transcription remains poorly understood. Most studies focus on stable plasmid carriage, overlooking the dynamic transcriptional changes during conjugation itself. Here, we show that active RP4 conjugation triggers an immediate, host- and surface factor-dependent transcriptional response. This includes activation of non-SOS stress pathways, motility, exopolysaccharide production, anaerobic respiration, and metabolic adaptation. These responses do not inhibit conjugation, suggesting they serve to maintain host homeostasis. Capsule expression blocks these responses by preventing conjugation, and also inhibits RP4 activation by physically blocking donor-recipient contact. Unexpectedly, RP4 overcomes this barrier by exploiting single-cell variation in recipient capsule thickness, successfully conjugating with thin-capsulated recipients. These findings reveal a striking interplay between plasmid, host, and surface architecture in shaping the conjugation transcriptional landscape, with broad implications for plasmid dissemination and bacterial evolution.

microbiology↗

bioRxiv2025

NKG7 is a stable marker of cytotoxicity across immune contexts and within the tumor microenvironment

Cytotoxicity is a cornerstone of immune defense, critical for combating tumors and infections. This process relies on the coordinated action of granzymes and pore-forming proteins, with Granzyme B (GZMB) and Perforin (PRF1) being key markers and the most widely studied molecules pertaining to cytotoxicity. However, other human granzymes and cytotoxic components remain underexplored, despite growing evidence of their distinct, context-dependent roles. Natural Killer Cell Granule Protein 7 (NKG7) has recently emerged as a crucial cytotoxicity regulator, yet its expression patterns and function are poorly understood. Using large publicly available single-cell RNA sequencing atlases, we performed a comprehensive profiling of cytotoxicity across immune subsets and tissues. Our analysis highlights NKG7 expression as a strong marker of cytotoxicity, exhibiting a strong correlation with overall cytotoxic activity (r = 0.97) and surpassing traditional markers such as Granzyme B and Perforin in reliability. Furthermore, NKG7 expression is notably consistent across diverse immune subsets and tissues, reinforcing its versatility and robustness as a cytotoxicity marker. These findings position NKG7 as an invaluable tool for evaluating immune responses and a reliable indicator of cytotoxic functionality across biological and clinical contexts.

immunology↗

bioRxiv2022

Long-term ecological and evolutionary dynamics in the gut microbiomes of carbapenemase-producing Enterobacteriaceae colonized subjects

Long-term colonization of the gut microbiome by carbapenemase-producing Enterobacteriaceae (CPE) is a growing area of public health concern as it can lead to community transmission and rapid increase in cases of life-threatening CPE infections. Leveraging the observation that many subjects are decolonized without interventions within a year, we used longitudinal shotgun metagenomics (up to 12 timepoints) for detailed characterization of ecological and evolutionary dynamics in the gut microbiome of a cohort of CPE-colonized subjects and family members (n=46; 361 samples). Subjects who underwent decolonization exhibited a distinct ecological shift marked by recovery of microbial diversity, key commensals and anti-inflammatory pathways. In addition, colonization was marked by elevated but unstable Enterobacteriaceae abundances, which exhibited distinct strain-level dynamics for different species (Escherichia coli and Klebsiella pneumoniae). Finally, comparative analysis with whole genome sequencing data from CPE isolates (n=159) helped identify sub-strain variation in key functional genes and the presence of highly similar E. coli and K. pneumoniae strains with variable resistance profiles and plasmid sharing. These results provide an enhanced view into how colonization by multi-drug resistant bacteria associates with altered gut ecology and can enable transfer of resistance genes, even in the absence of overt infection and antibiotic usage.

genomics↗