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Record W7080053015

Investigating the effects of lead fishing gear on a freshwater snail (Planorbella pilsbryi) using a multigenerational and multi-omic approach

2025· article· en· W7080053015 on OpenAlexaboutno aff

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsFishingLead (geology)SnailToxicityAquatic animalFreshwater snailLead exposureFish <Actinopterygii>
DOInot available

Abstract

fetched live from OpenAlex

Lead (Pb) angling gear is frequently lost in aquatic environments and is increasingly recognized as a concern by regulatory agencies globally. While Canada banned Pb-based gear in National Parks in the 1990s, the European Chemicals Agency is now proposing broader restrictions. Despite assumptions that Pb fishing gear can transform into dissolved Pb2+ in water, this has yet to be directly measured and assessed. The toxicity of lead salts, such as lead nitrate, has been extensively studied over the past several decades; however, it remains uncertain whether lead fishing gear poses a similar level of toxicity. Freshwater snails like Planorbella pilsbryi, sensitive indicators and key components of aquatic food webs, are ideal for assessing contaminant impacts due to their short generation times. Additionally, multigenerational exposure to contaminants is seldom considered in toxicity assessments, and the mechanisms underlying toxicity from lead fishing gear remain poorly understood. Metabolomic and lipidomic analyses provide insight into the biochemical pathways that may be disrupted in adult snails exposed to lead fishing gear. This study aimed to determine the environmental impact of lead fishing gear through the following objectives: (i) assess the multigenerational toxicity of lead fishing gear to P. pilsbryi, and compare to the toxicity of lead nitrate; (ii) identify mechanisms of lead toxicity through metabolomic and lipidomic analysis; (iii) assess the effect of temperature on the toxicity of lead fishing gear to P. pilsbryi embryos. P. pilsbryi embryos were 2x more sensitive to lead fishing gear than equivalent concentrations of lead nitrate, and the second generation of embryos following parental exposure to lead were 2x more sensitive to lead than those that came from unexposed parents. Elevated sensitivity from fishing gear compared to lead nitrate likely stems from the presence of additional metals such as cadmium, copper, and zinc leaching from the gear. Metabolomic and lipidomic analyses revealed disruptions in amino acid metabolism (e.g., tyrosine, proline, arginine, cysteine) and in pathways related to metal ion, amine, and organic acid transport. This study offers foundational insight into the risks associated with lead fishing gear and generates data that can inform potential future regulations on its use globally.

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 score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.215
Teacher spread0.194 · 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

Explore more

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