Biology subjects

Heuckeroth, R.

Publications and source records attributed to Heuckeroth, R..

3 recordsLinked to original sources

bioRxiv2025

SWANS: A highly configurable analysis pipeline for single-cell and single-nuclei RNA-sequencing data

BackgroundSingle-cell RNA sequencing (scRNA-seq) is a powerful technique that enables the analysis of gene expression at the individual cell level. Bioinformatic tools for scRNA-seq data analysis have many different options throughout the typical scRNA-seq workflow (normalization, integration, annotation, clustering, and visualization), and the choice of method(s) and parameter(s) at each stage can impact results. ResultsHere, we introduce SWANS (v2.0), a configurable analysis pipeline that, in a single run, can employ multiple analysis methods, resolutions, and modifiable parameters. The resulting clustering arrangements, differential gene expression results, and other quantitative measurements can be dynamically visualized and compared in a Shiny interactive report to assist in choosing a single analysis schema for annotation and downstream analysis. Once a final approach is chosen, SWANS will perform differential gene expression (DGE) analysis based on experimental conditions and gene set enrichment analysis (GSEA) in addition to creating reports that display figures and interactive tables, quality control metrics, and benchmarking information. SWANS uses Snakemake as a workflow manager, Cell Ranger for alignment and gene expression quantification, Seurat for single cell data analysis, and additional single cell R packages for quality control and downstream single cell analysis. ConclusionSWANS is a tailorable pipeline that provides options for quality control, dimensionality reduction, clustering, differential gene expression analysis, gene set enrichment analysis, and trajectory analysis. Additionally, SWANS generates a series of reports that facilitate sharing large volumes of complex data in a clear and concise manner with other investigators.

bioinformatics↗

bioRxiv2025

Dietary manipulation of intestinal microbes prolongs survival in a mouse model of Hirschsprung disease

Enterocolitis is a common and potentially deadly manifestation of Hirschsprung disease (HSCR) but disease mechanisms remain poorly defined. Unexpectedly, we discovered that diet can dramatically affect the lifespan of a HSCR mouse model (Piebald lethal, sl/sl) where affected animals die from HAEC complications. In the sl/sl model, diet alters gut microbes and metabolites, leading to changes in colon epithelial gene expression and epithelial oxygen levels known to influence colitis severity. Our findings demonstrate unrecognized similarity between HAEC and other types of colitis and suggest dietary manipulation could be a valuable therapeutic strategy for people with HSCR. AbstractHirschsprung disease (HSCR) is a birth defect where enteric nervous system (ENS) is absent from distal bowel. Bowel lacking ENS fails to relax, causing partial obstruction. Affected children often have "Hirschsprung disease associated enterocolitis" (HAEC), which predisposes to sepsis. We discovered survival of Piebald lethal (sl/sl) mice, a well-established HSCR model with HAEC, is markedly altered by two distinct standard chow diets. A "Protective" diet increased fecal butyrate/isobutyrate and enhanced production of gut epithelial antimicrobial peptides in proximal colon. In contrast, "Detrimental" diet-fed sl/sl had abnormal appearing distal colon epithelium mitochondria, reduced epithelial mRNA involved in oxidative phosphorylation, and elevated epithelial oxygen that fostered growth of inflammation-associated Enterobacteriaceae. Accordingly, selective depletion of Enterobacteriaceae with sodium tungstate prolonged sl/sl survival. Our results provide the first strong evidence that diet modifies survival in a HSCR mouse model, without altering length of distal colon lacking ENS. HighlightsO_LITwo different standard mouse diets alter survival in the Piebald lethal (sl/sl) mouse model of Hirschsprung disease, without impacting extent of distal colon aganglionosis (the region lacking ENS). C_LIO_LIPiebald lethal mice fed the "Detrimental" diet had many changes in colon epithelial transcriptome including decreased mRNA for antimicrobial peptides and genes involved in oxidative phosphorylation. Detrimental diet fed sl/sl also had aberrant-appearing mitochondria in distal colon epithelium, with elevated epithelial oxygen that drives lethal Enterobacteriaceae overgrowth via aerobic respiration. C_LIO_LIElimination of Enterobacteriaceae with antibiotics or sodium tungstate improves survival of Piebald lethal fed the "Detrimental diet". C_LI Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=94 SRC="FIGDIR/small/637436v1_ufig1.gif" ALT="Figure 1"> View larger version (15K): org.highwire.dtl.DTLVardef@d95251org.highwire.dtl.DTLVardef@1ab58caorg.highwire.dtl.DTLVardef@5260b0org.highwire.dtl.DTLVardef@49ce42_HPS_FORMAT_FIGEXP M_FIG C_FIG

cell biology↗

bioRxiv2023

Bowel dysmotility and enteric neuron degeneration in lysosomal storage disease mice is prevented by gene therapy

Background and aimsChildren with neurodegenerative disease often have debilitating gastrointestinal (GI) symptoms that may be due at least in part to underappreciated involvement of neurons in the enteric nervous system (ENS), the master regulator of bowel function. MethodsWe investigated bowel motility in mouse models of CLN1 and CLN2 disease, neurodegenerative lysosomal storage disorders caused by deficiencies in palmitoyl protein thioesterase-1 (PPT1) and tripeptidyl peptidase-1 (TPP1), respectively. We then explored the integrity of ENS anatomy in immunostained bowel wholemount preparations from these mice. Lastly, we administered adeno-associated viral gene therapy to neonatal mice and determined if this would prevent these newly identified bowel phenotypes. ResultsMouse models of CLN1 and CLN2 disease both displayed slow bowel transit in vivo that worsened with age. Although the ENS appeared to develop normally, there was a progressive and profound loss of myenteric plexus neurons accompanied by changes in enteric glia in adult mice. Neonatal administration of adeno-associated virus-mediated gene therapy prevented bowel transit defects and the loss of many ENS neurons. ConclusionsWe show that two neurodegenerative lysosomal storage diseases cause profound and progressive damage to the mouse enteric nervous system and impair bowel motility. We also provide proof-of-principle evidence that gene therapy can prevent enteric nervous system disease. This study may have general therapeutic implications for many inherited neurodegenerative disorders. What you need to knowO_ST_ABSBackground and ContextC_ST_ABSMany pediatric central nervous system disorders also have debilitating gastrointestinal symptoms. For most of these diseases, it is not known if the enteric nervous system (ENS) is also affected and to what degree ENS defects contribute to GI symptoms. To date, no attempts have been made to directly treat or prevent enteric nervous system disease via gene therapy. New FindingsThe enteric nervous system is severely affected in mouse models of CLN1 and CLN2 disease, profoundly neurodegenerative lysosomal storage disorders. Bowel transit defects and most of the enteric nervous system pathology can be prevented by neonatal administration of gene therapy. LimitationsInformation about enteric nervous system disease in human children is still lacking, and methods will need to be developed to treat the human bowel. ImpactThese findings identify an underappreciated effect of neurodegenerative disease upon the bowel and demonstrate that enteric nervous system degeneration can be prevented in mice. This provides a new perspective on these childhood disorders that may be applicable to many other conditions that affect the bowel. Lay SummaryIn childrens diseases where the brain degenerates, nerve cells in the bowel also die causing gastrointestinal problems, but this can be prevented by gene therapy.

neuroscience↗