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Enregistrement W7061722584

Sediment Microbial Community Diversity and Function in Response to Legacy and Prevailing Pollutants in Southern Ontario Watersheds

2023· dissertation· en· W7061722584 sur OpenAlexaboutno aff

Notice bibliographique

RevueScholarship at UWindsor (University of Windsor) · 2023
Typedissertation
Langueen
DomaineEngineering
ThématiqueEngineering Applied Research
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMicrobial population biologyPollutantEcosystemSedimentBioindicatorNutrientMicrobial ecologyContaminationPollution
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Managing and mitigating point and non-point contamination to freshwater resources depends on reliable and sensitive monitoring of ecosystem health. Microorganisms in surface waters and sediments respond rapidly to anthropogenic disturbances, making them valuable bioindicators of human-induced landscape change. However, there lacks a baseline understanding of microbial community composition and function in industrially and agriculturally impacted regions of the Great Lakes. Without a reference state of microbial diversity and activity, future investigations seeking to integrate microorganisms into ecosystem assessments will lack context. Using genomic tools and measurements of chemical and nutrient contaminants, this thesis provides case studies of microbial community responses to persistent non-point stressors in lower Great Lakes watersheds. In the first study, Detroit River bed sediments collected over a gradient of chemical contamination were analyzed for microbial gene expression via RNA-seq metatranscriptomics. Results showed that microbial communities exploit unique anabolic and catabolic pathways to derive and store energy from industrial organic contaminants, including nitrate reduction, beta-oxidation, and gluconeogenesis, while simultaneously recruiting stress-response and gene transfer mechanisms to cope with xenobiotic pressures. These observations prove that microbial function, as measured by RNA, is sensitive to legacy-contamination in freshwater sediments. The following studies of this thesis focused on agricultural-impacted headwaters of Southern Ontario, with an emphasis on bed and suspended sediment microbial community responses to fertilizer practice. In an initial study, suspended sediment was collected and assessed for its potential as a carrier and indicator of riverine microbial taxa within Big Creek, Essex County. Results showed that time-integrated sampling using passive Phillips Tube (PT) samplers provided reliable and consistent collection of the suspended phases microbial community based on DNA-metabarcoding. However, it was observed that sampler precision was greatest during higher flow periods, and that deployment times exceeding two weeks resulted in dissolved oxygen depletion within the sampler apparatus, leading to shifts of the microbial community in-situ. These results show that passive sampling of suspended sediment can be supplementary to bed sediment microbiological investigations, so long as timeframes of collection are considered. In the next study, Big Creek and two additional sites, Nissouri Creek and the Saugeen River, were assessed for Phosphorus (P) and Nitrogen (N) impacts and bed sediment microbial community response as a function of watershed-wide fertilizer practice. Big Creek, characterized by chemical fertilizer, showed historical and current day P concentrations in exceedance of guidelines, with suspended sediment identified as the primary carrier and release vector of internal P. Nissouri Creek, characterized by a manure- chemical fertilizer mix, showed greater N concentrations, with bed sediments being vulnerable to redox-driven internal P release. The Saugeen River was confirmed as an appropriate reference system that exhibited low nutrient concentrations and low internal P-release risk. Big Creek supported a more varied microbial community, while Nissouri Creek and the Saugeen River shared more similarities, despite their overarching nutrient differences. No sets of microbial taxa were found to be reliable indicators of sediment P-release across all sites, however, several genera showed high differential abundance during a notable P-source event during spring sampling at Nissouri Creek. The final study applied microbial DNA and RNA-seq methods to bed sediments of Big Creek, Nissouri Creek, and the Saugeen River to associate function with community composition, and to strengthen evidence that metatranscriptomics can co-align with trends in anthropogenic non-point pollution stress. Results showed differences in N, P, and Sulfur (S) metabolism pathways, indicating that fertilizer practice can alter sediment microbial community biogeochemical cycling. Further, DNA and RNA-based amplicon sequencing of bed and suspended sediments, as well as surface water phase microbial communities revealed that RNA-based communities were lower in alpha diversity and represented a sub-set of the total DNA-based community across river substrates, with surface water showing a high proportion of non-active taxa inferred to be of allochthons origin. This thesis work lays a foundation for pairing microbial genomics with assessments of industrial and agricultural non-point pollution to assess bottom-up ecosystem functioning in lower Great Lakes watersheds.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,002
score de la tête « metaresearch » (Gemma)0,000
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesMéta-épidémiologie (sens strict)
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,602
Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0020,000
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0010,000
Communication savante0,0000,000
Science ouverte0,0000,001
Intégrité de la recherche0,0000,002
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,021
Tête enseignante GPT0,218
Écart entre enseignants0,198 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2023
Routes d'admission1
Résumé présentoui

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