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Record W7056967363

Great Lakes Lake Trout Thiamine Status and Influencing Factors in Lake Ontario

2024· dissertation· en· W7056967363 on OpenAlexaboutno aff

Bibliographic record

VenueSUNY Digital Repository Support (State University of New York System) · 2024
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsAlewifeTroutThiaminePopulationStockingSalvelinus
DOInot available

Abstract

fetched live from OpenAlex

Chapter 1:
\nThough stocking lake trout (Salvelinus namaycush) in the Great Lakes has found success in establishing some self-sustaining populations, a return of consistent natural recruitment of lake trout in Lakes Michigan, Erie and Ontario remains unachieved. A major impediment has been thiamine deficiency complex (TDC). Insufficient maternal deposition of thiamine (vitamin B1) into eggs during development is a major consequence of TDC and leads to mass mortality of fry prior to their first feeding. Monitoring of egg thiamine concentrations is a critical indicator for TDC impacts on lake trout populations. Since 2001, the USGS Great Lakes Science Center in cooperation with partner agencies has monitored egg thiamine concentrations in lake trout eggs throughout the Great Lakes region. Our analysis of the resulting dataset reinforces prior findings connecting the presence of alewife (Alosa pseudoharengus) in the diet with reduced egg thiamine concentrations. Relationships between total length of egg producing females and total egg thiamine concentrations of lake trout eggs in Lake Ontario suggest that a shift in diet from a round goby (Neogobius melanostomus) dominated diet, to an alewife dominated diet, results in lower total egg thiamine concentrations among larger lake trout. Long-term trends in lake trout egg thiamine concentrations are closely linked to changes in prey base composition. Following the crash of the alewife population in Lake Huron, lake trout egg thiamine concentrations increased considerably. Similarly, reductions in site specific alewife abundance preceded lake trout egg thiamine increases in Lake Michigan and may have helped to facilitate a recent trend of increasing natural recruitment. The introduction of alewife to Lake Champlain in 2004 lead to large declines in lake trout egg thiamine concentrations in the lake, but also appears to have facilitated natural recruitment of the same lake trout population. Egg thiamine concentration from Cayuga Lake lake trout increased following the 2013 introduction of round goby, presumably offering lake trout an alternative to alewife as prey, however, lake trout egg thiamine concentrations in Cayuga Lake have returned to pre-introduction concentrations.
\nChapter 2:
\nThe specific mechanism behind the induction of TDC by a diet rich in alewife is yet to be fully explained. The thiamine degrading enzyme thiaminase I is present in the visceral organs of alewife and represents the leading hypothesized cause of TDC. However, oxidative stress in the form of lipid peroxidation and the consumption of thiamine through its role as an antioxidant is thought to be the mechanism behind thiamine deficiency in Atlantic Salmon (Salmo salar) in Northern Europe. In this chapter we explored relationships among lake trout egg thiamine concentrations, belly flap fatty acid compositions and concentrations of the primary lipid peroxidation disrupting antioxidant, α-tocopherol (vitamin E), in lake trout livers and eggs. α-tocopherol concentrations in lake trout eggs appeared to be driven by diet and have a negative relationship with length in both Lake Ontario and Lake Superior. Egg and liver α-tocopherol concentrations did not appear to have a direct impact on egg thiamine concentrations. Integrating recent findings on the roles of docosahexaenoic acid (DHA) and eicosapentaenoic acid (EPA) in cellular antioxidant defense activation into a calculation of peroxidation potential, led to an improved negative relationship between belly flap unsaturation index and lake trout egg thiamine concentrations, potentially implicating lipid peroxidation as a source of thiamine consumption.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.610
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0050.000

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 head0.010
GPT teacher head0.203
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 teacher head, not a consensus.

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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