MétaCan
Menu
Back to cohort
Record W4327860875 · doi:10.1101/2023.03.14.532707

Novel kinetoplastid-specific cAMP binding proteins identified by RNAi screening for cAMP resistance in <i>T. brucei</i>

2023· preprint· en· W4327860875 on OpenAlexaff
Sabine Bachmaier, Matthew K. Gould, Eleni Polatoglou, Radoslaw Igor Omelianczyk, Ana Brennand, Maha A. Aloraini, Jane C. Munday, David Horn, Michael Boshart, Harry P. de Koning

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2023
Typepreprint
Languageen
FieldMedicine
TopicTrypanosoma species research and implications
Canadian institutionsInstitute of Infection and Immunity
FundersUniversity of GlasgowEuropean CommissionWellcome Trust
KeywordsFlagellumBiologyGene knockdownRNA interferenceTrypanosoma bruceiGeneCytokinesisGeneticsCell biologyEffectorRNACell divisionCell

Abstract

fetched live from OpenAlex

Abstract Cyclic AMP signalling in trypanosomes differs from most eukaryotes due to absence of known cAMP effectors and cAMP independence of PKA. We have previously identified four genes from a genome-wide RNAi screen for resistance to the cAMP phosphodiesterase (PDE) inhibitor NPD-001. The genes were named cAMP Response Protein (CARP) 1 through 4. Here, we report an additional six CARP candidate genes from the original sample, after deep sequencing of the RNA interference target pool retrieved after NPD-001 selection (RIT-seq). The resistance phenotypes were confirmed by targeted RNAi knockdown and highest level of resistance to NPD-001, approximately 17-fold, was seen for knockdown of CARP7 (Tb927.7.4510). CARP1 and CARP11 contain predicted cyclic AMP binding domains and bind cAMP as evidenced by capture and competition on immobilised cAMP. CARP orthologues are strongly enriched in kinetoplastid species, and CARP3 and CARP11 are unique to Trypanosoma . Localization data and/or domain architecture of all CARPs predict association with the T. brucei flagellum. This suggests a crucial role of cAMP in flagellar function, in line with the cell division phenotype caused by high cAMP and the known role of the flagellum for cytokinesis. The CARP collection is a resource for discovery of unusual cAMP pathways and flagellar biology. Importance Trypanosomes are major pathogens of humans and livestock. In addition they have been invaluable as a model system to investigate new biological systems, and not just of protozoa. Equally, they are known to have a lot of unique biology and biochemistry. One example of this is signal transduction by cyclic nucleotides. Some elements, including phosphodiesterases and the catalytic domains of its dozens of adenylate cyclase isoforms, are highly conserved, while the absence of G-proteins, a cAMP-responsive protein kinase A and other known effector types suggests a unique cAMP-dependent pathway, which as yet is mostly uncharacterised. Here, we identify a set of ten Trypanosoma brucei proteins, all localised to its flagellum, that appear to be involved in the production of cAMP, or in mediating its cellular effects. These cAMP Response Proteins (CARPs) were mostly unique to trypanosomes, suggesting a completely novel pathway. Two of the CARPs were shown to bind cAMP and were found to possess structurally conserved cyclic nucleotide binding domains.

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 score0.002
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)0.0010.001

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 head0.046
GPT teacher head0.279
Teacher spread0.233 · 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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venuebioRxiv (Cold Spring Harbor Laboratory)Same topicTrypanosoma species research and implicationsFrench-language works237,207