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Record W7000485601

An Exploration of the Intestinal Bacteria of Two Anadromous Arctic Salmonids

2019· dissertation· en· W7000485601 on OpenAlexaboutno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2019
Typedissertation
Languageen
FieldImmunology and Microbiology
TopicAquaculture disease management and microbiota
Canadian institutionsnot available
Fundersnot available
KeywordsFish migrationBrackish waterArcticArctic charSalvelinusFreshwater fishMicrobiomeSympatric speciationLocal adaptationGasterosteus
DOInot available

Abstract

fetched live from OpenAlex

In teleost fish, the microbiome plays a variety of roles in host physiology and adaptability to different environments. Anadromous fish (migrating to sea after maturation and returning to freshwater to spawn) are reported to experience turnover of their bacterial communities when transitioning between marine and freshwater environments. Microbiomes of Arctic salmonids are poorly studied, and cold-water environments may support colonization by different microbes. Additionally, anadromous Arctic salmonids perform seasonal migrations, escaping super-cooled seawater in winter. Therefore, it is of interest to determine if these fish experience repeated seasonal recolonizations. This thesis attempts to further understanding of Arctic salmonid microbiomes in two investigations. In the first investigation, anadromous Arctic char (Salvelinus alpinus) from the Kitikmeot region, Nunavut, were sampled and bacterial communities from the intestine characterized using 16S rRNA gene fragment analysis. Bacterial communities were compared across seasonal habitats within the char’s migration route. Communities showed differences between brackish and freshwater habitats, and between different temporal stages of freshwater residence. Brackish communities were broadly consistent with taxa seen in other anadromous salmonids, but were rich in psychrophiles at the genus level, including a putative symbiote, Photobacterium iliopiscarium occurring in >90% of fish from brackish waters. Freshwater communities were more variable and less consistent taxonomically with other salmonids, possibly reflecting char’s winter fasting behaviour. These results suggest that climate change could affect relationships between Arctic char and their symbiotes. In the second investigation, intestinal communities of lake whitefish (Coregonus clupeaformis) were compared to char, with which they were sympatric and behaving anadromously. Lake whitefish appeared to experience similar community shifts with salinity, but community composition was significantly different from char, and at freshwater sites appeared to be more affected by geography. Lake whitefish communities were generally more diverse than in char and appeared to be more represented by groups known to contain opportunistic pathogens. Additionally, community diversity was more affected by feeding than in char. Together, the results suggested that lake whitefish in this environment, which is at their northern limit, exercise less selection on their intestinal communities than char, and this could reflect their on-going evolutionary adaptation to high Arctic microbes.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
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 head0.008
GPT teacher head0.205
Teacher spread0.197 · 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
Published2019
Admission routes1
Has abstractyes

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