Project description:Emerging and neglected pathogens pose challenges as their biology is frequently poorly understood, and genetic tools often do not exist to manipulate them. Organism agnostic sequencing technologies offer a promising approach to understand the molecular processes underlying these diseases. Here we apply dual RNA-seq to Orientia tsutsugamushi (Ot), the obligate intracellular causative agent of the vector-borne human disease scrub typhus. Half the Ot genome is composed of repetitive DNA, and there is minimal collinearity in gene order between strains. Integrating RNA-seq, comparative genomics, proteomics, and machine learning, we investigated the transcriptional architecture of Ot, including operon structure and non-coding RNAs, and found evidence for wide-spread post-transcriptional antisense regulation. We compared the host response to two clinical isolates and identified distinct immune response networks that are up-regulated in response to each strain, leading to predictions of relative virulence which were confirmed in a mouse infection model. Thus, dual RNA-seq can reveal the biology and host-pathogen interactions of a poorly characterized and genetically intractable organism such as Ot.
Project description:Groups of samples used in Microarray and comparative genomics-based identification of genes and gene regulatory regions of the mouse immune system profiles. Keywords: other
Project description:Groups of samples used in Microarray and comparative genomics-based identification of genes and gene regulatory regions of the mouse immune system profiles.
Project description:Epigenetic modifications, particularly DNA methylation, are strongly associated with chronological age across mammalian species. This study developed cheetah-specific epigenetic clocks from methylation profiles generated from cheetah blood and liver samples tested on the HorvathMammalMethylChip40 Illumina Array. The resulting age clock used 52 CpG sites and predicted age across blood and liver samples (r = 0.97 and MAE = 0.86). When applied to a test set of blood collected from live cheetahs, the clock provided accurate predictions for adult individuals (age > 3 years) but was less precise at and around age of sexual maturity. A second clock, incorporating cheetah, lion, and tiger profiles, used 46 CpG sites and predicted age across these feline species (r = 0.94 and MAE = 1.16). Additionally, a sex clock using 67 CpG sites accurately predicted sex in all test samples. To explore the potential of methylation as a biomarker beyond age and sex, we conducted a differential methylation analysis to investigate disease-related methylation patterns in cheetahs diagnosed with hepatic sinusoidal obstruction syndrome (SOS). This analysis identified 4,377 CpG sites with significant differences between SOS-positive and SOS-negative cheetahs (adjusted p-value < 0.05). These findings advance the development of epigenetic clocks for precise age and sex prediction in cheetahs and related species and establish a foundation for leveraging methylation biomarkers to investigate diseases in wildlife conservation efforts.
Project description:We previously identified Tbc1d23 as a candidate novel regulator of innate immunity using comparative genomics RNAi screens in C. elegans and mouse macrophages. Using mice with an engineered knockout mutation in Tbc1d23 and macrophages engineered to overexpress Tbc1d23, we now show that Tbc1d23 is a general but not universal inhibitor of the innate immune response, inhibiting multiple Toll-like receptor (TLR) and Dectin signaling pathways but not NOD signaling pathways. Tbc1d23 likely acts downstream of the TLR signaling adaptors MyD88 and Trif and upstream of the transcription factor XBP1. Importantly, like XBP1, Tbc1d23 affects the maintenance but not initiation of inflammatory cytokine production induced by lipopolysaccharide (LPS). The identification of a novel temporal regulator of innate immunity signaling validates the comparative genomics approach for innate immunity gene discovery.
Project description:We previously identified Tbc1d23 as a candidate novel regulator of innate immunity using comparative genomics RNAi screens in C. elegans and mouse macrophages. Using mice with an engineered knockout mutation in Tbc1d23 and macrophages engineered to overexpress Tbc1d23, we now show that Tbc1d23 is a general but not universal inhibitor of the innate immune response, inhibiting multiple Toll-like receptor (TLR) and Dectin signaling pathways but not NOD signaling pathways. Tbc1d23 likely acts downstream of the TLR signaling adaptors MyD88 and Trif and upstream of the transcription factor XBP1. Importantly, like XBP1, Tbc1d23 affects the maintenance but not initiation of inflammatory cytokine production induced by lipopolysaccharide (LPS). The identification of a novel temporal regulator of innate immunity signaling validates the comparative genomics approach for innate immunity gene discovery. Total of 24 samples; Tbc1d23-overexpressing line and control line; 0, 1, 3, and 5 hour LPS treatment; 3 biological replicates per group