Search bioRxiv⌕ Search

bioRxiv · 10.1101/270033

Towards comprehensive characterization of CRISPR-linked genes

Abstract

The CRISPR-Cas systems of bacterial and archaeal adaptive immunity consist of arrays of direct repeats separated by unique spacers and multiple CRISPR-associated (cas) genes encoding proteins that mediate the adaptation, CRISPR RNA maturation and interference stages of the CRISPR response. In addition to the relatively small set of core cas genes that are typically present in all representatives of each (sub)type of CRISPR-Cas systems and are essential for the defense function, numerous genes occur in CRISPR-cas loci only sporadically. Some of these have been shown to perform various ancillary roles in CRISPR response whereas the functional relevance of many others, if any, remains obscure. We developed a computational strategy for systematically detecting genes that are likely to be functionally linked to CRISPR-Cas systems. The approach is based on a \"CRISPRicity\" metric that measures the strength of CRISPR association for all protein-coding genes from sequenced bacterial and archaeal genomes. Uncharacterized genes with CRISPRicity values comparable to those of known cas genes are considered candidate CRISPR-ancillary genes, and we describe additional criteria to identify functionally relevant genes in the candidate set. About 80 genes that were not previously reported to be associated with CRISPR-Cas were identified as probable CRISPR-ancillary genes. A substantial majority of these genes reside in type III CRISPR-cas loci which implies exceptional functional versatility of type III systems. Numerous candidate CRISPR-ancillary genes encode integral membrane proteins suggestive of tight membrane connections of type III CRISPR-Cas whereas many other candidates are proteins implicated in various signal transduction pathways. These predictions provide ample material for improving annotation of CRISPR-cas loci and experimental characterization of previously unsuspected aspects of CRISPR-Cas functionality.\n\nSIGNIFICANCEThe CRISPR-Cas systems that mediate adaptive immunity in bacteria and archaea encompass a small set of core cas genes that are essential in a broad range of CRISPR-Cas systems. However, a much greater number of genes only sporadically co-occur with CRISPR-Cas, and for most of these, involvement in CRISPR-Cas functions has not been demonstrated. We developed a computational strategy that provides for systematic identification of CRISPR-linked proteins and prediction of their functional association with CRISPR-Cas systems. About 80 previously undetected, putative CRISPR-accessory proteins were identified. A large fraction of these proteins are predicted to be membrane-associated revealing an unknown side of CRISPR biology.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Shmakov, S. A., Makarova, K. S., Wolf, Y. I., Severinov, K. V., Koonin, E. V.. 2018-02-22. Towards comprehensive characterization of CRISPR-linked genes. https://doi.org/10.1101/270033

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Recurrent mitotic error and purifying selection shape chromosomal mosaicism across human tissues

Mosaic chromosomal alterations (mCAs) have been extensively studied in cancer and clonal hematopoiesis but less so in healthy solid tissues. Here, we characterized mCAs in 19 tissues across 25 donors (aged 42-89+ years) by analyzing >200x whole-genome sequencing data generated by the Somatic Mosaicism across Human Tissues (SMaHT) Network. Across 722 tissue samples, we identified 1,008 autosomal mCAs >1 Mb in length and ubiquitous losses of sex chromosomes. Surprisingly, the highest levels of Y chromosome loss in males (5-10% cell fraction in elderly donors) were observed in the lung, adrenal gland, and heart. These tissues also tended to experience more X loss in females, revealing a gradient of mitotic error burden across human tissues. Autosomal aneuploidies displayed distinct tissue-specific patterns indicative of negative selection against most events, except in the adrenal gland, in which low-level aneuploidy was pervasive. In contrast to the adrenal gland, testis rarely harbored aneuploidies but frequently experienced low-level copy-neutral loss of heterozygosity (CN-LOH), suggesting increased mitotic recombination in spermatogonial stem cells. Recurrent X chromosome losses within tissues of female donors exhibited allelic skews explained by a combination of genetic and epigenetic effects. Together, these results show that the chromosomal landscape of aging human tissues is shaped by genetics and recurrent mutations, most but not all of which are held in check by purifying selection.

genomics↗

A Chromosome Scale Genome Assembly for the Australian blue mussel Mytilus planulatus

Mussels belonging to the genus Mytilus are among the world's most ecologically and economically important bivalve molluscs. Although the genus most likely originated in the Northern Hemisphere, the evolutionary history of Southern Hemisphere lineages, including the timing and number of colonisation events leading to the extant Australian populations, remains debated. Limited genomic resources have hindered the reconstruction of these evolutionary histories. In Australia, distinguishing native Mytilus planulatus from invasive Mytilus galloprovincialis is critical for biosecurity and conservation, but previous molecular approaches lacked sufficient resolution to resolve species boundaries and hybridisation patterns. Here, we present the first chromosome-scale reference genome for M. planulatus. The assembly consists of 14 chromosomes and over 51,000 annotated protein-coding genes per haplotype. Comparative analysis revealed extensive structural variation and widespread hemizygosity despite a largely conserved chromosomal organisation relative to M. galloprovincialis. Population analyses using SNPs and gene presence-absence variation in resequenced individuals confirmed previously inferred patterns of population structure and establish this reference genome as a valuable resource for future studies of genome evolution, adaptation and population genomics in Mytilus.

genomics↗

An Isogenic iPSC Model of LMNA p.R482W Recapitulates Adipocyte Dysfunction in Familial Partial Lipodystrophy Type 2

Familial partial lipodystrophy type 2 (FPLD2) is a rare autosomal dominant disorder caused by pathogenic variants in LMNA, most commonly p.R482W, and is characterized by selective loss of subcutaneous adipose tissue, severe insulin resistance, and dyslipidemia. The cellular mechanisms underlying adipocyte dysfunction in FPLD2 remain incompletely understood, in part because existing in vitro models rely on patient-derived, non-isogenic cell lines or require non- physiologic transgene overexpression to achieve adipogenic differentiation. Here, we describe a CRISPR/Cas9-edited isogenic iPSC model of FPLD2 in which the heterozygous LMNA c.1444C>T (p.R482W) variant was introduced into a healthy donor-derived iPSC line. Using a transgene-free mesenchymal progenitor differentiation protocol, we generated LMNAp.R482W and isogenic control adipocytes and characterized their transcriptomic and functional phenotypes. Bulk RNA- sequencing demonstrated strong concordance in adipogenesis gene expression between genotypes during differentiation (Pearson {rho} = 0.968), yet LMNAp.R482W adipocytes exhibited significant downregulation of key adipogenic, lipid-handling, and extracellular matrix genes compared to isogenic controls. Functionally, LMNAp.R482W adipocytes showed markedly impaired glucose uptake under both basal and insulin-stimulated conditions, consistent with severe insulin resistance. Seahorse extracellular flux analysis revealed a globally quiescent metabolic state with significantly reduced oxygen consumption rate (126.5 vs. 261.5 pmol/min, p < 0.0001) and extracellular acidification rate (27.6 vs. 46.7 mpH/min, p < 0.0001). To validate these findings in human tissue, gene set enrichment analysis results from the iPSC model were compared to single-nucleus RNA-sequencing data from subcutaneous white adipose tissue biopsies of individuals with FPLD2 carrying the LMNA p.R482W variant. Across 37 mutually significant pathways, 59.5% were concordant between the iPSC model and human adipose tissue, including the pathways most central to FPLD2 pathophysiology: adipogenesis, fatty acid metabolism, oxidative phosphorylation, and inflammatory response. These findings establish this isogenic iPSC system as a faithful cellular model of FPLD2 adipocyte biology and a platform for functional characterization of LMNA variants of uncertain significance.

genomics↗