MétaCan
Menu
← Back to cohort
Record W2985270845 · doi:10.1101/837344

Identification of the Clostridial cellulose synthase and characterization of the cognate glycosyl hydrolase, CcsZ

2019· preprint· en· W2985270845 on OpenAlexafffund
William T. Scott, Brian Lowrance, Alexander C. Anderson, Joel T. Weadge

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2019
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBacterial biofilms and quorum sensing
Canadian institutionsWilfrid Laurier University
FundersNational Research Council CanadaCanadian Institutes of Health ResearchNatural Sciences and Engineering Research Council of CanadaWestern Economic Diversification CanadaWilfrid Laurier UniversityUniversity of SaskatchewanCanadian Light Source
KeywordsClostridiaGlycoside hydrolaseBiochemistryBacteriaGlycosylBiofilmMicrobiologyBiologyClostridiumHydrolaseCellulaseCelluloseChemistryEnzymeGenetics

Abstract

fetched live from OpenAlex

Abstract Biofilms are community structures of bacteria enmeshed in a self-produced matrix of exopolysaccharides. The biofilm matrix serves numerous roles, including resilience and persistence, making biofilms a subject of research interest among persistent clinical pathogens of global health importance. Our current understanding of the underlying biochemical pathways responsible for biosynthesis of these exopolysaccharides is largely limited to Gram-negative bacteria. Clostridia are a class of Gram-positive, anaerobic and spore-forming bacteria, and include the important human pathogens Clostridium perfringens, Clostridium botulinum, and Clostridioides difficile , among numerous others. Clostridia have been reported to form biofilms composed of cellulose, although the specific loci which encode the cellulose synthase have not been identified. Here, we report the discovery of a gene cluster, which we named ccsABZCD , among selected bacteria within class Clostridia that appears to encode a synthase complex responsible for polymerization, modification, and export of an O-acetylated cellulose exopolysaccharide. To test this hypothesis, we subcloned the putative glycoside hydrolase CcsZ and solved the X-ray crystal structure of both apo- and product-bound CcsZ. Our results demonstrate that CcsZ is in fact an endo -acting cellulase belonging to glycoside hydrolase family 5 (GH-5). This is in contrast to the Gram-negative cellulose synthase, which instead encodes BcsZ, a structurally distinct GH-8. We further show CcsZ is capable of hydrolysis of the soluble mock substrate carboxymethylcellulose (CMC) with a pH optimum of 4.5. The data we present here serves as an entry point to an understanding of biofilm formation among class Clostridia and allowed us to predict a model for Clostridial cellulose synthesis. Author summary Biofilms are communities of microorganisms that enmesh themselves in a protective matrix of elf-produced polysaccharide materials. Biofilms have demonstrated roles in both virulence and persistence among bacterial pathogens of global health importance. The class Clostridia are a polyphyletic grouping of primarily Gram-positive, anaerobic and spore-forming bacteria which contain the important and well-studied human pathogens Clostridioides difficile, Clostridium botulinum, and Clostridium perfringens, among others. Bacteria belonging to class Clostridia have been anecdotally reported to form biofilms made of cellulose, although the molecular mechanisms governing their production has not before been described. In this work, we identify a gene cluster, which we name ccsABZHI , for the C lostridial c ellulose s ynthase, which bears remarkable similarity to molecular machinery required for the production of cellulose biofilms in other Gram-negative bacteria. We further biochemically characterize one of these enzymes, CcsZ, a predicted endoglucanase which we predicted from our model should cleave cellulose exopolysaccharides. We show that CcsZ is in fact capable of this activity and belongs to a broader family of glycoside hydrolases with unexpected taxonomic diversity. Our work represents an entry point towards an understanding of the molecular mechanisms governing cellulose biofilm formation in Gram-positive bacteria.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.189
Teacher spread0.184 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2019
Admission routes2
Has abstractyes

Explore more

Same venuebioRxiv (Cold Spring Harbor Laboratory)→Same topicBacterial biofilms and quorum sensing→French-language works237,207→