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Record W4413030776 · doi:10.1101/2025.08.05.668714

Characterization of bacterial fucokinase/GDP-fucose pyrophosphorylase (FKP) enzymes supports the evolution of interdomain communication and modularity in the FKP family

2025· preprint· en· W4413030776 on OpenAlexaff
Nicholas T. Smith, Autumn J. Hodgins, Marie E. Boddington, Chantelle J. Capicciotti, George C. diCenzo, Graeme W. Howe

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2025
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicSignaling Pathways in Disease
Canadian institutionsQueen's University
Fundersnot available
KeywordsModularity (biology)Characterization (materials science)Computer scienceArtificial intelligenceBiologyPhysicsOpticsEvolutionary biology

Abstract

fetched live from OpenAlex

ABSTRACT L-fucokinase (FUK) and GDP-fucose pyrophosphorylase (GFPP) salvage free L-fucose and synthesize the valuable nucleotide-sugar GDP-L-fucose (GDP-Fuc). Some organisms express these enzymes as one bifunctional polypeptide called L-fucokinase/GDP-fucose pyrophosphorylase (FKP), which has attracted attention for use in the chemoenzymatic synthesis of GDP-Fuc. Despite the documented use of the FKP from Bacteroides fragilis ( Bf FKP ) , the evolutionary origins of these enzymes and their relationships to monofunctional FUKs and GFPPs are poorly understood. We hypothesized that biochemical characterization of these proteins coupled with an evolutionary analysis would uncover the natural diversity of FKPs, facilitating the discovery of new biocatalysts. Phylogenetic and sequence similarity network (SSN) analyses distinguished FKPs from FUKs and GFPPs, suggesting that FKPs originate from one ancestral fusion event between these domains. To evaluate how environmental factors might select for functional diversity within the FKP family, we recombinantly expressed and purified a putative FKP from the thermophilic bacterium Thermophagus xiamenensis ( Tx FKP). This enzyme exhibited in vitro kinase and pyrophosphorylase activities and demonstrated subtle kinetic differences compared to Bf FKP. While alanine scanning mutational analysis of the Tx FKP FUK and GFPP domains supported the role of conserved residues that Tx FKP uses to coordinate substrate binding and catalysis, other mutations in the Tx FKP GFPP domain influenced kinase activity differentially for the substrates L-fucose and D-arabinose, showing an unprecedented role for the GFPP domain in FUK substrate specificity. Finally, thermal shift profiles of Tx FKP and Bf FKP were biphasic and provided new insights into how these enzymes have evolved to respond to different sugar substrates.

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 score0.001
Threshold uncertainty score0.002

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 head0.007
GPT teacher head0.213
Teacher spread0.205 · 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
Published2025
Admission routes1
Has abstractyes

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