Biology subjects

Smith, J. J.

Publications and source records attributed to Smith, J. J..

25 records · Page 2Linked to original sources

bioRxiv2019

A developmental gene regulatory network for invasive differentiation of the C. elegans anchor cell

Cellular invasion is a key part of development, immunity, and disease. Using the in vivo model of C. elegans anchor cell invasion, we characterize the gene regulatory network that promotes invasive differentiation. The anchor cell is initially specified in a stochastic cell fate decision mediated by Notch signaling. Previous research has identified four conserved transcription factors, fos-1a (Fos), egl-43 (EVI1/MEL), hlh-2 (E/Daughterless) and nhr-67 (NR2E1/TLX), that mediate anchor cell specification and/or invasive differentiation. Connections between these transcription factors and the underlying cell biology that they regulate is poorly understood. Here, using genome editing and RNA interference, we examine transcription factor interactions prior to and after anchor cell specification. During invasion we identify that egl-43, hlh-2, and nhr-67 function together in a type I coherent feed-forward loop with positive feedback. Conversely, prior to specification, these transcription factors function independent of one another to regulate LIN-12 (Notch) activity. Together, these results demonstrate that, although the same transcription factors can function in fate specification and differentiated cell behavior, a gene regulatory network can be rapidly re-wired to reinforce a post-mitotic, pro-invasive state.\n\nSUMMARY STATEMENTBasement membrane invasion by the C. elegans anchor cell is coordinated by a dynamic gene regulatory network encompassing cell cycle dependent and independent sub-circuits.

developmental biology↗

bioRxiv2019

A rectal cancer model establishes a platform to study individual responses to chemoradiation

Rectal cancer (RC) is a challenging disease to treat that requires chemotherapy, radiation, and surgery to optimize outcomes for individual patients. No accurate model of RC exists to answer fundamental research questions relevant to individual patients. We established a biorepository of 32 patient-derived RC organoid cultures (tumoroids) from patients with primary, metastatic, or recurrent disease. RC tumoroids retained molecular features of the tumors from which they were derived, and their ex vivo responses to clinically relevant chemotherapy and radiation treatment correlate well with responses noted in individual patients tumors. Upon engraftment into murine rectal mucosa, human RC tumoroids gave rise to invasive rectal cancer followed by metastasis to lung and liver. Importantly, engrafted tumors closely reflected the heterogenous sensitivity to chemotherapy observed clinically. Thus, the biology and drug sensitivity of RC clinical isolates can be efficiently interrogated using an organoid-based, in vitro platform coupled with endoluminal propagation in animals.

cancer biology↗

bioRxiv2019

Content of and interactions between repetitive elements in programmatically eliminated chromosomes of the sea lamprey (Petromyzon marinus)

The sea lamprey (Petromyzon marinus) is one of few vertebrate species that is known to reproducibly eliminate large fractions of its genome during normal embryonic development. In lamprey, elimination events are initiated at the 6th embryonic cleavage and result in the loss of [~]20% of an embryos genomic DNA from essentially all somatic cell lineages (these same sequences are retained in the germline). This germline-specific DNA is lost in the form of large fragments, including entire chromosomes, and available evidence suggests that DNA elimination acts as a permanent silencing mechanism that prevents the somatic expression of a specific subset of \"germline\" genes. However, reconstruction of eliminated regions has proven challenging due to the complexity of the lamprey karyotype (84 small pairs of somatic chromosomes and [~]100 pairs of germline chromosomes), the exceedingly high repeat content of the genome and even higher repeat content of eliminated fragments.\n\nWe applied an integrative approach aimed at further characterization of the large-scale structure of eliminated segments, including: 1) in silico identification of germline-enriched repeats; mapping the chromosomal location of specific repetitive sequences in germline metaphases, and verification of repeat specificity to eliminated chromosomes by 3D DNA/DNA-hybridization to embryonic lagging anaphases. Our integrative approach resulted in the discovery of multiple highly abundant repetitive elements that are found exclusively on the eliminated (germline-specific) chromosomes which in turn permitted the identification of 12 individual chromosomes that are programmatically eliminated during early embryogenesis. The fidelity of germline-specific repetitive elements and their distinctive patterning in elimination anaphases are taken as evidence that these sequences might contribute to the specific targeting of chromosomes for elimination and possibly in molecular interactions that mediate their decelerated poleward movement in chromosome elimination anaphases, isolation from the primary nuclei and eventual degradation.\n\nAUTHOR SUMMARYEpigenetic silencing methods provide a means of precisely restricting gene expression while maintaining the integrity of the genomic template that encodes this information, and are employed by diverse species throughout the tree of life. Programmed genome rearrangement (PGR) represents a parallel approach that maintains genome integrity across generations but alters the genomes of cells within an organism. To better resolve elimination events that take place during PGR in the sea lamprey (one of few vertebrate species known to undergo large scale PGR) we sought to identify sequences that define specific eliminated chromosomes. Using computational predictions and cytogenetic validation, we identified six new repetitive elements that are restricted to the eliminated chromosomes and permit the identification of twelve distinct eliminated chromosomes. Analysis of these repeats in meiotic testes and in embryos sampled during the process of elimination shows that these repeats localize to specific subcellular regions, and suggest a potential role of these repetitive elements in targeting chromosomes for silencing via elimination.

genetics↗

bioRxiv2018

A Chromosome-Scale Assembly of the Enormous (32 Gb) Axolotl Genome

The axolotl (Ambystoma mexicanum) provides critical models for studying regeneration, evolution and development. However, its large genome (~32 gigabases) presents a formidable barrier to genetic analyses. Recent efforts have yielded genome assemblies consisting of thousands of unordered scaffolds that resolve gene structures, but do not yet permit large scale analyses of genome structure and function. We adapted an established mapping approach to leverage dense SNP typing information and for the first time assemble the axolotl genome into 14 chromosomes. Moreover, we used fluorescence in situ hybridization to verify the structure of these 14 scaffolds and assign each to its corresponding physical chromosome. This new assembly covers 27.3 gigabases and encompasses 94% of annotated gene models on chromosomal scaffolds. We show the assemblys utility by resolving genome-wide orthologies between the axolotl and other vertebrates, identifying the footprints of historical introgression events that occurred during the development of axolotl genetic stocks, and precisely mapping several phenotypes including a large deletion underlying the cardiac mutant. This chromosome-scale assembly will greatly facilitate studies of the axolotl in biological research.

genomics↗

bioRxiv2018

Miniscule differences between the sex chromosomes in the giant genome of a salamander, Ambystoma mexicanum

In the Mexican axolotl (Ambystoma mexicanum) sex is known to be determined by a single Mendelian factor, yet the sex chromosomes of this model salamander do not exhibit morphological differentiation that is typical of many vertebrate taxa that possess a single sex-determining locus. Differentiated sex chromosomes are thought to evolve rapidly in the context of a Mendelian sex-determining gene and, therefore, undifferentiated chromosomes provide an exceptional opportunity to reconstruct early events in sex chromosome evolution. Whole chromosome sequencing, whole genome resequencing (48 individuals from a backcross of axolotl and tiger salamander) and in situ hybridization were used to identify a homomorphic chromosome that carries an A. mexicanum sex determining factor and identify sequences that are present only on the W chromosome. Altogether, these sequences cover ~300 kb, or roughly 1/100,000th of the ~32 Gb genome. Notably, these W-specific sequences also contain a recently duplicated copy of the ATRX gene: a known component of mammalian sex-determining pathways. This gene (designated ATRW) is one of the few functional (non-repetitive) genes in the chromosomal segment and maps to the tip of chromosome 9 near the marker E24C3, which was previously found to be linked to the sex-determining locus. These analyses provide highly predictive markers for diagnosing sex in A. mexicanum and identify ATRW as a strong candidate for the primary sex determining locus or alternately a strong candidate for a recently acquired, sexually antagonistic gene.\n\nAUTHOR SUMMARYSex chromosomes are thought to follow fairly stereotypical evolutionary trajectories that result in differentiation of sex-specific chromosomes. In the salamander A. mexicanum (the axolotl), sex is determined by a single Mendelian locus, yet the sex chromosomes are essentially undifferentiated, suggesting that these sex chromosomes have recently acquired a sex locus and are in the early stages of differentiating. Although Mendelian sex determination was first reported for the axolotl more than 70 years ago, no sex-specific sequences have been identified for this important model species. Here, we apply new technologies and approaches to identify and validate a tiny region of female-specific DNA within the gigantic genome of the axolotl (1/100,000th of the genome). This region contains a limited number of genes, including a duplicate copy of the ATRX gene which, has been previously shown to contribute to mammalian sex determination. Our analyses suggest that this gene, which we refer to as ATRW, evolved from a recent duplication and presents a strong candidate for the primary sex determining factor of the axolotl, or alternately a recently evolved sexually antagonistic gene.

evolutionary biology↗

bioRxiv2018

A genome-wide assessment of the ancestral neural crest gene regulatory network

The neural crest is an embryonic cell population that contributes to key vertebrate-specific features including the craniofacial skeleton and peripheral nervous system. Here we examine the transcriptional profiles and chromatin accessibility of neural crest cells in the basal sea lamprey, in order to gain insight into the ancestral state of the neural crest gene regulatory network (GRN) at the dawn of vertebrates. Transcriptome analyses reveal clusters of co-regulated genes during neural crest specification and migration that show high conservation across vertebrates for dynamic programmes like Wnt modulation during the epithelial to mesenchymal transition, but also reveal novel transcription factors and cell-adhesion molecules not previously implicated in neural crest migration. ATAC-seq analysis refines the location of known cis-regulatory elements at the Hox-2 locus and uncovers novel cis-regulatory elements for Tfap2B and SoxE1. Moreover, cross-species deployment of lamprey elements in zebrafish reveals that the lamprey SoxE1 enhancer activity is deeply conserved, mediating homologous expression in jawed vertebrates. Together, our data provide new insight into the core elements of the GRN that are conserved to the base of the vertebrates, as well as expose elements that are unique to lampreys.

developmental biology↗

bioRxiv2016

Combining inferred regulatory and reconstructed metabolic networks enhances phenotype prediction in yeast

Gene regulatory and metabolic network models have been used successfully in many organisms, but inherent differences between them make networks difficult to integrate. Probabilistic Regulation Of Metabolism (PROM) provides a partial solution, but it does not incorporate network inference and underperforms in eukaryotes. We present an Integrated Deduced REgulation And Metabolism (IDREAM) method that combines statistically inferred Environment and Gene Regulatory Influence Network (EGRIN) models with the PROM framework to create enhanced metabolic-regulatory network models. We used IDREAM to predict phenotypes and genetic interactions between transcription factors and genes encoding metabolic activities in the eukaryote, Saccharomyces cerevisiae. IDREAM models contain many fewer interactions than PROM and yet produce significantly more accurate growth predictions. IDREAM consistently outperformed PROM using any of three popular yeast metabolic models and across three experimental growth conditions. Importantly, IDREAMs enhanced accuracy makes it possible to identify subtle synthetic growth defects. With experimental validation, these novel genetic interactions involving the pyruvate dehydrogenase complex suggested a new role for fatty acid-responsive factor Oaf1 in regulating acetyl-CoA production in glucose grown cells.\n\nAuthor SummaryThe integration of gene regulatory and metabolic network models is an important goal in computational biology, in order to develop methods that can identify the underlying mechanistic links in biological networks and advance metabolic engineering techniques. In this paper, we develop a framework called Integrated Deduced REgulation And Metabolism (IDREAM) that can improve our ability to predict phenotypes of microorganisms, and particularly it can address the challenges in evaluating phenotypic consequence of perturbing transcriptional regulation of metabolism in a eukaryotic cell. We compare the predictive performance of an IDREAM S. cerevisiae model with a PROM model using a TRN available from the YEASTRACT database. IDREAM outperforms PROM using any of three popular yeast metabolic models and across three experimental growth conditions, making it possible to identify subtle synthetic growth defects, and a new role for Oaf1 in the regulation of acetyl-CoA biosynthesis.

systems biology↗