High order expression dependencies finely resolve cryptic states and subtypes in single cell data.

Single cells are typically typed by clustering into discrete locations in reduced dimensional transcriptome space. Here we introduce Stator, a data-driven method that identifies cell (sub)types and states without relying on cells' local proximity in transcriptome space. Stator labels the same single cell multiply, not just by type and subtype, but also by state such as activation, maturity or cell cycle sub-phase, through deriving higher-order gene expression dependencies from a sparse gene-by-cell expression matrix.

A TGFβ-ECM-integrin signaling axis drives structural reconfiguration of the bile duct to promote polycystic liver disease.

The formation of multiple cysts in the liver occurs in a number of isolated monogenic diseases or multisystemic syndromes, during which bile ducts develop into fluid-filled biliary cysts. For patients with polycystic liver disease (PCLD), nonsurgical treatments are limited, and managing life-long abdominal swelling, pain, and increasing risk of cyst rupture and infection is common. We demonstrate here that loss of the primary cilium on postnatal biliary epithelial cells (via the deletion of the cilia gene ) drives ongoing pathological remodeling of the biliary tree, resulting in progressive cyst formation and growth.

Comparative immune-relevant transcriptome reveals the evolutionary basis of complex traits.

Comparing transcriptome can help us reveal the genetic and evolutionary architecture underlying complex phenotypes within and between species. Here, by analyzing 386 publicly available RNA sequencing samples using a uniform bioinformatics pipeline, we systematically compared expression profiles of 10 immune-relevant tissues across humans, mice, pigs, cattle, sheep, and chickens. In general, we demonstrated that gene expression of orthologous genes was conserved within tissues across species.

Comparative transcriptome in large-scale human and cattle populations.

Background: Cross-species comparison of transcriptomes is important for elucidating evolutionary molecular mechanisms underpinning phenotypic variation between and within species, yet to date it has been essentially limited to model organisms with relatively small sample sizes.

Results: Here, we systematically analyze and compare 10,830 and 4866 publicly available RNA-seq samples in humans and cattle, respectively, representing 20 common tissues. Focusing on 17,315 orthologous genes, we demonstrate that mean/median gene expression, inter-individual variation of expression, expression quantitative trait loci, and gene co-expression networks are generally conserved between humans and cattle.

Protective Roles of Folic Acid in the Responses of Bovine Mammary Epithelial Cells to Different Virulent Strains.

Mastitis caused by () infection is one of the most difficult diseases to treat in dairy cattle. Exploring the biological progression of mastitis via the interaction between host, pathogen, and environment is the key to an effective and sustainable improvement of animal health. Here, two strains of and a strain of MRSA (Methicillin-resistant ) isolated from cows with different inflammation phenotypes were used to challenge Mac-T cells and to investigate their effects on the global transcriptome of the cells, then to explore the potential regulatory mechanisms of folic acid on mastitis prevention.

Pig genome functional annotation enhances the biological interpretation of complex traits and human disease.

The functional annotation of livestock genomes is crucial for understanding the molecular mechanisms that underpin complex traits of economic importance, adaptive evolution and comparative genomics. Here, we provide the most comprehensive catalogue to date of regulatory elements in the pig (Sus scrofa) by integrating 223 epigenomic and transcriptomic data sets, representing 14 biologically important tissues. We systematically describe the dynamic epigenetic landscape across tissues by functionally annotating 15 different chromatin states and defining their tissue-specific regulatory activities.

Proteolytic activity of the proteasome is required for female insect reproduction.

Non-ATPase regulatory subunits (Rpns) are components of the 26S proteasome involved in polyubiquitinated substrate recognition and deubiquitination in eukaryotes. Here, we identified 15 homologues sequences of and associated genes by searching the genome and transcriptome databases of the brown planthopper, , a hemipteran rice pest. Temporospatial analysis showed that genes were significantly highly expressed in eggs and ovaries but were less-highly expressed in males.