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Record W4403315866 · doi:10.1101/2024.10.09.617485

Evidence of opportunistic blood feeding in the parasitic nematode <i>Heligmosomoides bakeri</i>

2024· preprint· en· W4403315866 on OpenAlexaff
Edina K. Szabo, James D. Wasmuth, Aralia Leon‐Coria, Kaylee D. Rich, Holly Liu, Constance A. M. Finney

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldAgricultural and Biological Sciences
TopicNematode management and characterization studies
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsNematodeHeligmosomoides polygyrusBiologyEcology

Abstract

fetched live from OpenAlex

ABSTRACT Haem, which binds iron and oxygen, is essential for parasitic nematode growth. Nematodes lack endogenous haem synthesis pathways and acquire haem from their environment or intracellular symbionts. Genes involved in haem degradation and detoxification have been identified in parasitic nematodes who are either specialised blood feeders (haematophages) or reside in the blood stream. Targeting these genes, so limiting parasite growth and promoting parasite death, provides a new therapeutic avenue against blood feeding parasitic nematodes. Heligmosomoides bakeri , a model intestinal parasitic nematode, has not been considered a blood feeder. Adults live in the intestinal lumen and graze on host tissue. However, the earlier larval stages enter the intestinal tissue, where they grow and moult multiple times, an oxygen demanding process. We have shown that, in vivo , likely through nematode-induced damage, many tissue-dwelling H. bakeri are in close vicinity of red blood cells. During this time, infection induces host anemia. Further, tissue-dwelling H. bakeri that have fed on blood have an increased expression of collagen genes compared to those parasites that had not fed on blood. In vitro , this translates to a growth advantage. Our findings suggest blood feeding is more widespread among nematodes than currently described. We argue that biochemical adaptations previously considered to be limited to blood-feeders are found in other nematodes. Moreover, H. bakeri can serve as a model for studying blood-feeding mechanisms and developing anthelminthic strategies to them.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

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)0.0020.000

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 head0.043
GPT teacher head0.239
Teacher spread0.196 · 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 designObservational
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
Published2024
Admission routes1
Has abstractyes

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