bioRxiv Science⌕ Search

Biology subjects

McKay, R.

Publications and source records attributed to McKay, R..

3 recordsLinked to original sources

Selection of DNA aptamers targeting PirAB toxin for potential biosensing applications in acute hepatopancreatic necrosis disease (AHPND)

The timely detection of AHPND is one of the key factors to avoid the great economic losses that this disease entails for aquaculture. The use of aptamers as detection tools allows us to develop a method focused on the specific needs of the producer, such as simple and easy to use, ability to carry out a safe and rapid response field detection. Vibrio parahaemolyticus is currently known as the main causal agent of AHPND in shrimp cultures, however, it is not limited to this species as a transfer of virulence factors has been observed, including the genes encoding the PirAB binary toxin. The concern that this transfer implies has led us to focus our interest on the PirAB binary toxin as a ligand for the development of aptamers capable of identifying it in the field in early stages and avoiding advanced stages of the disease, giving the producer the ability to take preventive actions and reduce the risk of losses. In the present work we have optimized the SELEX (systematic evolution of ligands by exponential enrichment) aptamer development methodology to rapidly develop candidates capable of detecting both the PirAB complex and its subunits separately, obtaining candidates with a dissociation constant (Kd) of 65 to 700 nM for the PirB subunit and 1 to 3 uM for the PirAB complex. These aptamers provide the first step toward the development of a rapid detection method targeting the causative toxin of AHPND and aid in a new user-friendly approach to early disease detection.

molecular biology↗

Single-cell analysis of human trophoblast stem cell specification reveals activation of fetal cytotrophoblast expression programs including coronavirus associated host factors and human endogenous retroviruses

The human placenta is increasingly a focus of research related to early child development and the impact of maternal hyperimmune states. Primary human trophoblast stem cells (hTSC) and human pluripotent stem cells (hPSC) differentiated to hTSC can potentially model placental processes in vitro. Yet, it remains controversial how the differentiation of human pluripotent stem cells to trophectoderm relates to in vivo development and the factors required for this differentiation. Here, we demonstrate that the primed pluripotent state retains potency to generate trophoblast stem cells by activating EGF and WNT and inhibiting TGFb, HDAC and ROCK signaling without exogenous BMP4 (named TS). We map this specification by temporal single cell RNAseq compared to activating BMP4 or activating BMP4 and inhibiting WNT. TS conditions generate a stable proliferating cell type that is highly similar to six-week placental cytotrophoblasts with activation of endogenous retroviral genes and without amnion expression. Multiple primed iPSC and ES lines differentiate to iPS-derived-TSCs that can be passaged for at least 30 passages and differentiate to pure populations of multinucleated syncytiotrophoblasts and extravillous trophoblast cells. Our findings establish that primed iPS cell specification to hTSC with TS conditions involves induction of TMSB4X, BMP5/7, GATA3 and TFAP2A without transitioning through a naive state. Collectively, our results suggest that the primed state is on a continuum of potency and can differentiate to trophoblast stem cells via multiple paths. Significance StatementIn the present study, we map the specification of primed induced pluripotent stem cells to trophoblast stem cells (TSC). Primed iPS-derived-TSC share transcriptional, morphological and functional characteristics with human ex vivo cytotrophoblasts including capacity of self-renewal and the ability to differentiate to pure extravillous and syncytiotrophoblasts. iPS-derived TSC display a uniquely active transcriptional network of human endogenous retroviruses similar to in vivo trophoblast. In addition, the fast conversion of primed iPSC to TSC allows for modeling placental diseases from large pluripotent stem cell cohorts which are traditionally banked at the primed state. Collectively, our results suggest that the primed state is on a continuum of potency which can differentiate to trophoblast stem cells via multiple paths.

developmental biology↗

PatternMarkers and Genome-Wide CoGAPS Analysis in Parallel Sets (GWCoGAPS) for data-driven detection of novel biomarkers via whole transcriptome Non-negative matrix factorization (NMF)

SummaryNon-negative Matrix Factorization (NMF) algorithms associate gene expression with biological processes (e.g., time-course dynamics or disease subtypes). Compared with univariate associations, the relative weights of NMF solutions can obscure biomarkers. Therefore, we developed a novel PatternMarkers statistic to extract genes for biological validation and enhanced visualization of NMF results. Finding novel and unbiased gene markers with PatternMarkers requires whole-genome data. However, NMF algorithms typically do not converge for the tens of thousands of genes in genome-wide profiling. Therefore, we also developed Genome-Wide CoGAPS Analysis in Parallel Sets (GWCoGAPS), the first robust whole genome Bayesian NMF using the sparse, MCMC algorithm, CoGAPS. This software contains analytic and visualization tools including a Shiny web application, patternMatcher, which are generalized for any NMF. Using these tools, we find granular brain-region and cell-type specific signatures with corresponding biomarkers in GTex data, illustrating GWCoGAPS and patternMarkers ascertainment of data-driven biomarkers from whole-genome data.\n\nAvailabilityPatternMarkers & GWCoGAPS are in the CoGAPS Bioconductor package (3.5) under the GPL license.\n\nContactgsteinobrien@jhmi.edu; ccolantu@jhmi.edu; ejfertig@jhmi.edu

bioinformatics↗