Intrauterine smoke (IUS) exposure during early childhood has been associated with a number of negative health consequences, including reduced lung function and asthma susceptibility. The biological mechanisms underlying these associations have not been established. MicroRNAs regulate the expression of numerous genes involved in lung development. Thus, investigation of the impact of IUS on miRNA expression during human lung development may elucidate the impact of IUS on post-natal respiratory outcomes. We sought to investigate the effect of IUS exposure on miRNA expression during early lung development. We hypothesized that miRNA–mRNA networks are dysregulated by IUS during human lung development and that these miRNAs may be associated with future risk of asthma and allergy. Human fetal lung samples from a prenatal tissue retrieval program were tested for differential miRNA expression with IUS exposure (measured using placental cotinine concentration). RNA was extracted and miRNA-sequencing was performed. We performed differential expression using IUS exposure, with covariate adjustment. We also considered the above model with an additional sex-by-IUS interaction term, allowing IUS effects to differ by male and female samples. Using paired gene expression profiles, we created sex-stratified miRNA–mRNA correlation networks predictive of IUS using DIABLO. We additionally evaluated whether miRNAs were associated with asthma and allergy outcomes in a cohort of childhood asthma. We profiled pseudoglandular lung miRNA in n = 298 samples, 139 (47%) of which had evidence of IUS exposure. Of 515 miRNAs, 25 were significantly associated with intrauterine smoke exposure (q-value < 0.10). The IUS associated miRNAs were correlated with well-known asthma genes (e.g., ORM1-Like Protein 3, ORDML3) and enriched in disease-relevant pathways (oxidative stress). Eleven IUS-miRNAs were also correlated with clinical measures (e.g., Immunoglobulin E andlungfunction) in children with asthma, further supporting their likely disease relevance. Lastly, we found substantial differences in IUS effects by sex, finding 95 significant IUS-miRNAs in male samples, but only four miRNAs in female samples. The miRNA–mRNA correlation networks were predictive of IUS (AUC = 0.78 in males and 0.86 in females) and suggested that IUS-miRNAs are involved in regulation of disease-relevant genes (e.g., A disintegrin and metalloproteinase domain 19 (ADAM19), LBH regulator of WNT signaling (LBH)) and sex hormone signaling (Coactivator associated methyltransferase 1(CARM1)). Our study demonstrated differential expression of miRNAs by IUS during early prenatal human lung development, which may be modified by sex. Based on their gene targets and correlation to clinical asthma and atopy outcomes, these IUS-miRNAs may be relevant for subsequent allergy and asthma risk. Our study provides insight into the impact of IUS in human fetal lung transcriptional networks and on the developmental origins of asthma and allergic disorders.

Statistical consulting has the potential to be remarkably rewarding or frustratingly fruitless. Attentive and careful execution of a statistical scoping process will yield top‐caliber research and collaborative partnerships. We provide guidelines and strategies for how to write effective statistical scopes of work (SOWs) and build this procedure into a statistical consulting workflow, using illustrative case studies along the way. Effective SOWs provide a solid foundation on which to build fruitful research partnerships, to avoid common pitfalls and to weather turbulent situations successfully.

The gastrointestinal (GI) tract is ground zero for the massive and sustained CD4 T cell depletion during acute HIV-1 infection. To date, the molecular mechanisms governing this fundamental pathogenic process remain unclear. HIV-1 infection in the GI tract is associated with chronic inflammation due to a disrupted epithelial barrier that results in microbial translocation. Here, we utilized the Lamina Propria Aggregate Culture model to demonstrate that the profound induction of Granzyme B (GZB) by bacteria in primary gut CD4 T cells ex vivo significantly contributes to HIV-1-mediated CD4 T cell death. Counterintuitively, a substantial fraction of gut GZB+ CD4 T cells harboring high levels of HIV-1 infection survive via a pathway linked to CD120b/TNFR2. Our findings underscore novel mechanisms governing the death and survival of gut CD4 T cells during HIV-1 infection that could inform strategies to counter HIV-1 pathogenesis and persistence in this critical tissue compartment.

Various states of cardiomyocyte (CM) polyploidy have been associated with cardiac injury responses, including regeneration and heart failure. However, our understanding of the comprehensive mechanisms governing CM ploidy and its relationship with heart physiology is limited. To address this issue and uncover genetic regulators, we surveyed CM ploidy across a new genetic resource known as the Hybrid Rat Diversity Panel (HRDP) and found significant variation in ploidy phenotypes across the panel. Using select rat strains with divergent displays of CM ploidy, we found that CM hyperpolyploidization (≥8 N) positively correlates with various physiological parameters, namely left ventricular dilation and reduced ejection fraction. Genome-wide association mapping identified several loci significantly associated with frequency of hyperpolyploid CMs. Investigation of genes harboring damaging protein coding variants within these loci identified enrichment of cytoarchitectural genes, of which the ACTIN-binding protein, Shroom3 , was found to be strongly and specifically expressed in CMs and harbors 7 damaging protein coding variants. CM-specific deletion of Shroom3 resulted in increased hyperpolyploidization and left ventricular dilation with reduced ejection fraction. Furthermore, functional characterization of single-nucleotide variants resulting in amino acid changes within SHROOM3 confirmed two protein coding variants that disrupted SHROOM3–ACTIN interaction and led to altered expression of genes involved in DNA replication. This study elucidates the genetic determinants of CM ploidy phenotypes and solidifies a correlative relationship between CM ploidy and left ventricular function. Importantly, CM intrinsic expression of at least one gene mapped in this study, Shroom3 , is confirmed to regulate CM hyperpolyploidization and cardiac function.

Background: An animal’s ability to discriminate between differing wavelengths of light (i.e., color vision) is mediated, in part, by a subset of photoreceptor cells that express opsins with distinct absorption spectra. In Drosophila R7 photoreceptors, expression of the rhodopsin molecules, Rh3 or Rh4, is determined by a stochastic process mediated by the transcription factor spineless . The goal of this study was to identify additional factors that regulate R7 cell fate and opsin choice using a Genome Wide Association Study (GWAS) paired with transcriptome analysis via RNA-Seq. Results: We examined Rh3 and Rh4 expression in a subset of fully-sequenced inbred strains from the Drosophila Genetic Reference Panel and performed a GWAS to identify 42 naturally-occurring polymorphisms—in proximity to 28 candidate genes—that significantly influence R7 opsin expression. Network analysis revealed multiple potential interactions between the associated candidate genes, spineless and its partners. GWAS candidates were further validated in a secondary RNAi screen which identified 12 lines that significantly reduce the proportion of Rh3 expressing R7 photoreceptors. Finally, using RNA-Seq, we demonstrated that all but four of the GWAS candidates are expressed in the pupal retina at a critical developmental time point and that five are among the 917 differentially expressed genes in sevenless mutants, which lack R7 cells. Conclusions: Collectively, these results suggest that the relatively simple, binary cell fate decision underlying R7 opsin expression is modulated by a larger, more complex network of regulatory factors. Of particular interest are a subset of candidate genes with previously characterized neuronal functions including neurogenesis, neurodegeneration, photoreceptor development, axon growth and guidance, synaptogenesis, and synaptic function.