255 results on '"Daniel D. Heath"'
Search Results
2. Development and use of a Chinook salmon spleen stromal-like cell line to study the cellular immune response to Vibrio anguillarum
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Shawna L. Semple, Daniel D. Heath, and Brian Dixon
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Chinook salmon ,Cell line ,V. Anguillarum ,Cytokine expression ,Bacterial pathogen ,Stromal cells ,Microbiology ,QR1-502 ,Veterinary medicine ,SF600-1100 - Abstract
Despite increased interest in Chinook salmon aquaculture, there is inadequate understanding regarding the bacterial immune defenses of this species. This study describes the establishment and characterization of a continuous stromal-like cell line derived from Chinook salmon spleen, CHST, and its response to a heat-killed bacterial exposure challenge. Optimal growth of CHST was seen at 18 °C when grown in Leibovitz's L15 media supplemented with 20 % fetal bovine serum. DNA analyses confirmed that CHST did originate from Chinook salmon tissue. Vibrio anguillarum, a common pathogen of marine aquaculture and the causative agent of an acute hemorrhagic septicaemia known as vibriosis was used for exposure studies. V. anguillarum was heat-killed and CHST was challenged so that pro-inflammatory (IL-1β, IL-6 and TNFα) as well as anti-inflammatory (IL-10) cytokine transcript levels could be measured at 1, 4, 12, 24 and 96 hour (h) post-exposure. The heat-killed bacteria were observed to significantly stimulate the expression of all three pro-inflammatory cytokines at 4, 12, 24 and 96 h post-exposure with the peak in expression occurring at 12 and 24 h. Meanwhile, IL-10 was not observed to significantly increase until 96 h post-stimulation, which was also the time when the inflammatory cytokine expression was decreasing. The establishment and characterization of CHST provides a valuable model for studying the immune response of Chinook salmon stromal-like cells in response to stimuli, including those of bacterial origin.
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- 2024
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3. Host species and habitat shape fish-associated bacterial communities: phylosymbiosis between fish and their microbiome
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Javad Sadeghi, Subba Rao Chaganti, Timothy B. Johnson, and Daniel D. Heath
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Host-microbe ,Microbial communities ,Microbial ecology ,Microbiome ,Phylosymbiosis ,QR100-130 - Abstract
Abstract Background While many studies have reported that the structure of the gut and skin microbiota is driven by both species-specific and habitat-specific factors, the relative importance of host-specific versus environmental factors in wild vertebrates remains poorly understood. The aim of this study was to determine the diversity and composition of fish skin, gut, and surrounding water bacterial communities (hereafter referred to as microbiota) and assess the extent to which host habitat and phylogeny predict microbiota similarity. Skin swabs and gut samples from 334 fish belonging to 17 species were sampled in three Laurentian Great Lakes (LGLs) habitats (Detroit River, Lake Erie, Lake Ontario). We also collected and filtered water samples at the time of fish collection. We analyzed bacterial community composition using 16S metabarcoding and tested for community variation. Results We found that the water microbiota was distinct from the fish microbiota, although the skin microbiota more closely resembled the water microbiota. We also found that environmental (sample location), habitat, fish diet, and host species factors shape and promote divergence or convergence of the fish microbiota. Since host species significantly affected both gut and skin microbiota (separately from host species effects), we tested for phylosymbiosis using pairwise host species phylogenetic distance versus bacterial community dissimilarity. We found significant phylogenetic effects on bacterial community dissimilarity, consistent with phylosymbiosis for both the fish skin and gut microbiota, perhaps reflecting the longstanding co-evolutionary relationship between the host species and their microbiomes. Conclusions Analyzing the gut and skin mucus microbiota across diverse fish species in complex natural ecosystems such as the LGLs provides insights into the potential for habitat and species-specific effects on the microbiome, and ultimately the health, of the host. Video Abstract
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- 2023
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4. Interspecific allometric scaling in eDNA production among northwestern Atlantic bony fishes reflects physiological allometric scaling
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Matthew C. Yates, Taylor M. Wilcox, M. Y. Stoeckle, and Daniel D. Heath
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abundance ,allometric scaling ,allometry ,biomass ,eDNA ,fishes ,Environmental sciences ,GE1-350 ,Microbial ecology ,QR100-130 - Abstract
Abstract Relating environmental DNA (eDNA) signal strength to organism abundance requires a fundamental understanding of eDNA production. A number of studies have demonstrated that eDNA production may scale allometrically—that is, larger organisms tend to exhibit lower mass‐specific eDNA production rates, likely due to allometric scaling in key processes related to eDNA production (e.g., surface area, excretion/egestion). While most previous studies have examined intraspecific allometry, physiological rates and organism surface area also scale allometrically across species. We therefore hypothesize that eDNA production will similarly exhibit interspecific allometric scaling. To evaluate this hypothesis, we reanalyzed previously published eDNA data from Stoeckle et al. (ICES Journal of Marine Science, 78(1), 293–304, 2021) which compared metabarcoding read count to organism count and biomass data obtained from trawl surveys off the New Jersey coast. Using a Bayesian model, we empirically estimated the value of the allometric scaling coefficient (“b”) for Northwestern Atlantic bony fishes to be 0.77 (credible interval = 0.64–0.92), although our model failed to converge for Chondrichthyan species. We found that integrating allometry significantly improved correlations between organism abundance and metabarcoding read count relative to traditional metrics of abundance (density and biomass) for bony fishes. Although substantial unexplained variation remains in the relationship between read count and organism abundance, our study provides evidence that eDNA production may scale allometrically across species in some contexts. Future studies investigating the relationship between eDNA signal strength and metrics of fish abundance could potentially be improved by accounting for allometry; to this end, we developed an online tool that can facilitate the integration of allometry in eDNA/abundance relationships.
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- 2023
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5. Development and validation of targeted environmental DNA (eDNA) metabarcoding for early detection of 69 invasive fishes and aquatic invertebrates
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Yueyang Wu, Scott F. Colborne, Matthew R. Charron, and Daniel D. Heath
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CO1 ,environmental DNA ,genetic markers ,invasive species ,laboratory validation ,metabarcoding ,Environmental sciences ,GE1-350 ,Microbial ecology ,QR100-130 - Abstract
Abstract Invasive species are of concern due to their impacts on ecosystems and economies, but they pose significant control challenges. Environmental DNA (eDNA) is a powerful tool in the detection of aquatic organisms at low densities due to high detection sensitivity and relative ease of sample collection. Aquatic eDNA analyses have increased worldwide and are generally either applied to few target species (quantitative PCR), or for broad taxonomic applications (metabarcoding). Here, we describe the development and testing of a hybrid approach that utilized high‐sensitivity PCR primer sets and high‐throughput sequencing (HTS), referred to as targeted metabarcoding, to detect 69 fishes and invertebrates. We identified target species based on reports of globally important invasive species and developed two independent PCR primers for each species (CO1 and a second mtDNA region). We assessed sensitivity and eDNA interference for all 138 primers (2 per species and 69 species) using standard end‐point PCR and tested them on 10 eDNA samples spiked with various amounts of one or more of the target species DNA. The sensitivity of the 138 primer sets ranged between 1.5 × 10−5 and 2.64 ng template DNA (mean = 0.069 ng). Primers were also tested for interference effects using plankton eDNA to simulate field conditions. The inclusion of interfering plankton DNA reduced the sensitivity for most primer sets by one or more orders of magnitude (range 0–3). Overall, our targeted metabarcoding resulted in the detection of ~98% of species in the DNA spiked samples, and perhaps more importantly, the HTS read count was positively related to the quantity of spiked DNA (p
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- 2023
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6. Population differences in Chinook salmon (Oncorhynchus tshawytscha) DNA methylation: Genetic drift and environmental factors
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Clare J. Venney, Ben J. G. Sutherland, Terry D. Beacham, and Daniel D. Heath
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adaptive potential ,DNA methylation ,epigenetics ,genetic drift ,population genetics ,population variation ,Ecology ,QH540-549.5 - Abstract
Abstract Local adaptation and phenotypic differences among populations have been reported in many species, though most studies focus on either neutral or adaptive genetic differentiation. With the discovery of DNA methylation, questions have arisen about its contribution to individual variation in and among natural populations. Previous studies have identified differences in methylation among populations of organisms, although most to date have been in plants and model animal species. Here we obtained eyed eggs from eight populations of Chinook salmon (Oncorhynchus tshawytscha) and assayed DNA methylation at 23 genes involved in development, immune function, stress response, and metabolism using a gene‐targeted PCR‐based assay for next‐generation sequencing. Evidence for population differences in methylation was found at eight out of 23 gene loci after controlling for developmental timing in each individual. However, we found no correlation between freshwater environmental parameters and methylation variation among populations at those eight genes. A weak correlation was identified between pairwise DNA methylation dissimilarity among populations and pairwise FST based on 15 microsatellite loci, indicating weak effects of genetic drift or geographic distance on methylation. The weak correlation was primarily driven by two genes, GTIIBS and Nkef. However, single‐gene Mantel tests comparing methylation and pairwise FST were not significant after Bonferroni correction. Thus, population differences in DNA methylation are more likely related to unmeasured oceanic environmental conditions, local adaptation, and/or genetic drift. DNA methylation is an additional mechanism that contributes to among population variation, with potential influences on organism phenotype, adaptive potential, and population resilience.
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- 2021
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7. Spatial and temporal genetic variation in an exploited reef fish: The effects of exploitation on cohort genetic structure
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Zahra S. Taboun, Ryan P. Walter, Jennifer R. Ovenden, and Daniel D. Heath
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cohort ,fishing pressure ,genetic diversity ,selection ,spatial ,temporal ,Evolution ,QH359-425 - Abstract
Abstract Many coral reef fishes are fished, often resulting in detrimental genetic effects; however, reef fishes often show unpredictable patterns of genetic variation, which potentially mask the effects of fishing. Our goals were to characterize spatial and temporal genetic variation and determine the effects of fishing on an exploited reef fish, Plectropomus leopardus, Lacepède (the common coral trout). To determine population structure, we genotyped 417 Great Barrier Reef coral trout from four populations sampled in 2 years (1996 and 2004) at nine microsatellite loci. To test for exploitation effects, we additionally genotyped 869 individuals from a single cohort (ages 3–5) across eight different reefs, including fished and control populations. Genetic structure differed substantially in the two sampled years, with only 1 year exhibiting isolation by distance. Thus, genetic drift likely plays a role in shaping population genetic structure in this species. Although we found no loss of genetic diversity associated with exploitation, our relatedness patterns show that pulse fishing likely affects population genetics. Additionally, genetic structure in the cohort samples likely reflected spatial variation in recruitment contributing to genetic structure at the population level. Overall, we show that fishing does impact coral reef fishes, highlighting the importance of repeated widespread sampling to accurately characterize the genetic structure of reef fishes, as well as the power of analysing cohorts to avoid the impacts of recruitment‐related genetic swamping. The high temporal and spatial variability in genetic structure, combined with possible selection effects, will make conservation/management of reef fish species complex.
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- 2021
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8. Using environmental DNA metabarcoding to map invasive and native invertebrates in two Great Lakes tributaries
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Justin G. Mychek‐Londer, Katherine D. Balasingham, and Daniel D. Heath
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anthropogenic impacts ,detection methods ,ecological management ,endangered species ,invasive species ,river ecology ,Environmental sciences ,GE1-350 ,Microbial ecology ,QR100-130 - Abstract
Abstract Background Aquatic invasive species (AIS) threaten ecosystems and native species. Methods To determine spatial distributions of at‐risk native taxa and AIS in two biologically diverse Laurentian Great Lakes tributaries, we extracted environmental DNA (eDNA) from water samples and used a universal PCR primer set targeting the CO1 gene for metabarcoding of selected taxa. We sampled 43 sites for eDNA in each of the Grand and Sydenham rivers in southwestern Ontario. Results We assigned sequences to 49 taxa at the species level and four mollusks to genus level. Detected AIS included two oligochaete worms (Branchiura sowerbyi, Potamothrix moldaviensis), a freshwater jellyfish (Craspedacusta sowerbyi), a calanoid copepod (Skistodiaptomus pallidus), and a bivalve dreissenid mussel (Dreissena rostriformis bugensis). All but D. r. bugensis were previously unreported in these tributaries. Detected native mollusks included one globally endangered species the rayed bean (Villosa fabalis), one provincially listed threatened species the maple leaf mussel (Quadrula quadrula), and several other at‐risk and unique mollusk species of special interest in Ontario, Canada, and the United States (e.g., Sphaerium fabale, Pyganodon grandis). At several sampling sites in each river, AIS eDNA overlapped with or was near to sites with detections of at‐risk native mollusks. Most AIS and some native taxa demonstrated clustered detection patterns within each river. However, in some cases, independent detections of individual species occurred at individual sites within each river that were relatively far apart. Our findings should be interpreted with some caution due to the limitations of the aquatic “universal” primer set and the availability of comprehensive reference sequence databases. Conclusion Results from eDNA metabarcoding in our study helped reveal invertebrate AIS and at‐risk species distributions and will help direct approaches for conserving biodiversity in each of these Great Lakes tributaries.
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- 2020
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9. Pathway to Increase Standards and Competency of eDNA Surveys (PISCeS)—Advancing collaboration and standardization efforts in the field of eDNA
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Tzitziki Loeza‐Quintana, Cathryn L. Abbott, Daniel D. Heath, Louis Bernatchez, and Robert H. Hanner
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eDNA detections validation ,eDNA practices standardization ,metabarcoding ,methodological advances ,single‐species detection ,Environmental sciences ,GE1-350 ,Microbial ecology ,QR100-130 - Abstract
Abstract This special issue features eleven articles presented at the Pathway to Increase Standards and Competency of eDNA Surveys (PISCeS) conference in October 2018. The prominent theme in this special issue is methodological developments to enhance species and community characterization using eDNA, covering tree main scientific trends: validation of eDNA detections, methodological innovations in eDNA research, and standardization of eDNA practices. Articles in this special issue cover advances on single‐species detection and metabarcoding, and examine eDNA methods standardization. Strong collaboration among academics, regulators, and industry present in the eDNA community is evidenced by the research presented here.
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- 2020
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10. Monitoring the silver carp invasion in Africa: a case study using environmental DNA (eDNA) in dangerous watersheds
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Steven Crookes, Tej Heer, Rowshyra A. Castañeda, Nicholas E. Mandrak, Daniel D. Heath, Olaf L. F. Weyl, Hugh J. MacIsaac, and Llewellyn C. Foxcroft
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Biology (General) ,QH301-705.5 - Abstract
Biodiverse habitats are increasingly subject to an intensification of anthropogenic stressors that may severely diminish species richness. Invasive species pose a dominant threat to biodiversity and biosecurity, particularly in biodiversity hotspots like Kruger National Park, South Africa. The invasive silver carp, Hypophthalmichthys molitrix, was introduced into the Olifants River and may experience range spread owing to favorable environmental conditions. Intensive monitoring protocols are necessary to effectively manage invasions of species like silver carp. Unfortunately, tropical and sub-tropical aquatic systems are difficult to monitor using conventional methods (e.g., netting, electrofishing and snorkeling) owing to a range of factors including the presence of dangerous megafauna. Conservation of such systems may be advanced by the adoption of novel methods, including environmental DNA (eDNA) detection. Here, we explore the utility of environmental DNA (eDNA) to conduct safe, reliable and repeatable surveys in dangerous watersheds using silver carp as a case study. We conducted eDNA surveys at 12 sites in two neighbouring watersheds, and determined that the species has expanded its range within the Olifants River and to the south in the Sabie River. Expansion in the former is consistent with the presence of suitable spawning conditions. We discuss the implications of this survey for biodiversity monitoring in similar aquatic systems in the tropics and advocate an integrative approach to biomonitoring in these ecosystems.
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- 2020
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11. Loci associated with variation in gene expression and growth in juvenile salmon are influenced by the presence of a growth hormone transgene
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Erin Kathleen McClelland, Michelle T. T. Chan, Xiang Lin, Dionne Sakhrani, Felicia Vincelli, Jin-Hyoung Kim, Daniel D. Heath, and Robert H. Devlin
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Transgenic fish ,Coho salmon ,Growth hormone ,Body size ,Genome-wide association study ,Genotyping-by-sequencing ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Growth regulation is a complex process influenced by genetic and environmental factors. We examined differences between growth hormone (GH) transgenic (T) and non-transgenic (NT) coho salmon to elucidate whether the same loci were involved in controlling body size and gene expression phenotypes, and to assess whether physiological transformations occurring from GH transgenesis were under the influence of alternative pathways. The following genomic techniques were used to explore differences between size classes within and between transgenotypes (T vs. NT): RNA-Seq/Differentially Expressed Gene (DEG) analysis, quantitative PCR (qPCR) and OpenArray analysis, Genotyping-by-Sequencing, and Genome-Wide Association Study (GWAS). Results DEGs identified in comparisons between the large and small tails of the size distributions of T and NT salmon (NTLarge, NTSmall, TLarge and TSmall) spanned a broad range of biological processes, indicating wide-spread influence of the transgene on gene expression. Overexpression of growth hormone led to differences in regulatory loci between transgenotypes and size classes. Expression levels were significantly greater in T fish at 16 of 31 loci and in NT fish for 10 loci. Eleven genes exhibited different mRNA levels when the interaction of size and transgenotype was considered (IGF1, IGFBP1, GH, C3–4, FAS, FAD6, GLUT1, G6PASE1, GOGAT, MID1IP1). In the GWAS, 649 unique SNPs were significantly associated with at least one study trait, with most SNPs associated with one of the following traits: C3_4, ELA1, GLK, IGF1, IGFBP1, IGFII, or LEPTIN. Only 1 phenotype-associated SNP was found in common between T and NT fish, and there were no SNPs in common between transgenotypes when size was considered. Conclusions Multiple regulatory loci affecting gene expression were shared between fast-growing and slow-growing fish within T or NT groups, but no such regulatory loci were found to be shared between NT and T groups. These data reveal how GH overexpression affects the regulatory responses of the genome resulting in differences in growth, physiological pathways, and gene expression in T fish compared with the wild type. Understanding the complexity of regulatory gene interactions to generate phenotypes has importance in multiple fields ranging from applications in selective breeding to quantifying influences on evolutionary processes.
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- 2020
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12. Averting an Outbreak of SARS-CoV-2 in a University Residence Hall through Wastewater Surveillance
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Ryland Corchis-Scott, Qiudi Geng, Rajesh Seth, Rajan Ray, Mohsan Beg, Nihar Biswas, Lynn Charron, Kenneth D. Drouillard, Ramsey D’Souza, Daniel D. Heath, Chris Houser, Felicia Lawal, James McGinlay, Sherri Lynne Menard, Lisa A. Porter, Diane Rawlings, Matthew L. Scholl, K. W. Michael Siu, Yufeng Tong, Christopher G. Weisener, Steven W. Wilhelm, and R. Michael L. McKay
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COVID-19 ,RT-qPCR ,SARS-CoV-2 ,wastewater ,Microbiology ,QR1-502 - Abstract
ABSTRACT A wastewater surveillance program targeting a university residence hall was implemented during the spring semester 2021 as a proactive measure to avoid an outbreak of COVID-19 on campus. Over a period of 7 weeks from early February through late March 2021, wastewater originating from the residence hall was collected as grab samples 3 times per week. During this time, there was no detection of SARS-CoV-2 by reverse transcriptase quantitative PCR (RT-qPCR) in the residence hall wastewater stream. Aiming to obtain a sample more representative of the residence hall community, a decision was made to use passive samplers beginning in late March onwards. Adopting a Moore swab approach, SARS-CoV-2 was detected in wastewater samples just 2 days after passive samplers were deployed. These samples also tested positive for the B.1.1.7 (Alpha) variant of concern (VOC) using RT-qPCR. The positive result triggered a public health case-finding response, including a mobile testing unit deployed to the residence hall the following day, with testing of nearly 200 students and staff, which identified two laboratory-confirmed cases of Alpha variant COVID-19. These individuals were relocated to a separate quarantine facility, averting an outbreak on campus. Aggregating wastewater and clinical data, the campus wastewater surveillance program has yielded the first estimates of fecal shedding rates of the Alpha VOC of SARS-CoV-2 in individuals from a nonclinical setting. IMPORTANCE Among early adopters of wastewater monitoring for SARS-CoV-2 have been colleges and universities throughout North America, many of whom are using this approach to monitor congregate living facilities for early evidence of COVID-19 infection as an integral component of campus screening programs. Yet, while there have been numerous examples where wastewater monitoring on a university campus has detected evidence for infection among community members, there are few examples where this monitoring triggered a public health response that may have averted an actual outbreak. This report details a wastewater-testing program targeting a residence hall on a university campus during spring 2021, when there was mounting concern globally over the emergence of SARS-CoV-2 variants of concern, reported to be more transmissible than the wild-type Wuhan strain. In this communication, we present a clear example of how wastewater monitoring resulted in actionable responses by university administration and public health, which averted an outbreak of COVID-19 on a university campus.
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- 2021
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13. Transcriptional Basis of Copper-Induced Olfactory Impairment in the Sea Lamprey, a Primitive Invasive Fish
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Jenna Jones, Kyle Wellband, Barbara Zielinski, and Daniel D. Heath
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copper ,olfaction ,Petromyzon marinus ,brain transcriptome ,sea lamprey ,Genetics ,QH426-470 - Abstract
Olfaction mediates behaviors necessary for survival and reproduction in fishes. Anthropogenic inputs of contaminants into aquatic environments, specifically copper, are known to disrupt a broad range of olfactory-mediated behaviors and can cause long-lasting damage even at low concentrations that have profound impacts on the biology of aquatic organisms. The sea lamprey (Petromyzon marinus) is a primitive fish species invasive to the North American Great Lakes that relies on olfaction to navigate during natal homing and in mate choice during reproduction. To investigate effects of copper on sea lamprey olfaction and the potential for maintenance of olfactory function during copper exposure, we exposed juvenile sea lamprey to environmentally ecologically relevant copper concentrations (0, 5, 10 and 30 µg/L) for 24 hr and characterized gene transcription response in olfactory tissue (i.e., peripheral olfactory organ and olfactory bulb) and forebrain using whole transcriptome sequencing. Copper exposure induced a pattern of positive dose-dependent transcriptional response. Expression changes primarily reflected up-regulation of genes involved in apoptosis and wound healing. Unlike higher vertebrates, genes specifically related to the olfactory senses of the sea lamprey, e.g., olfactory receptors, exhibited little transcriptional response to copper exposure, suggesting the mechanism of copper-induced olfactory impairment is through necrosis of the olfactory bulb and not copper-selective inhibition of olfactory receptors. Fully two-thirds of the differentially expressed genes at higher doses of copper have no known function and thus represent important candidates for further study of the responses to copper-induced olfactory injury. Our results shed light on the evolution of vertebrate olfactory repair mechanisms and have important implications for the conservation and management of both invasive and native populations of lamprey.
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- 2019
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14. Mimicking Transgenerational Signals of Future Stress: Thermal Tolerance of Juvenile Chinook Salmon Is More Sensitive to Elevated Rearing Temperature Than Exogenously Increased Egg Cortisol
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Theresa R. Warriner, Christina A. D. Semeniuk, Trevor E. Pitcher, Daniel D. Heath, and Oliver P. Love
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maternal stress ,prenatal stress ,thermal stress ,climate change ,CTMax ,plasma cortisol ,Evolution ,QH359-425 ,Ecology ,QH540-549.5 - Abstract
Elevated temperatures resulting from climate change are expected to disproportionately affect ectotherms given their biological function has a direct link to environmental temperature. Thus, as climate change leads to rapid increases in water temperatures in rivers, aquatic ectotherms, such as fish may be highly impacted. Organisms can respond to these stressors through flexible and rapid phenotypic change induced via developmental and/or transgenerational plasticity. In oviparous species, gravid females may translate environmental stress across generations via increased exposure of eggs to maternally derived glucocorticoids (i.e., maternal stress), which has been shown to result in diverse phenotypic effects in offspring. Recent studies suggest these phenotypic changes from maternal glucocorticoids may elicit predictive adaptive responses, where offspring exposed to maternal stress may be better prepared for the stressful environment they will encounter (i.e., environmental match hypothesis). We applied the environmental match hypothesis to examine whether a prenatal exogenous increase in egg cortisol may prepare Chinook salmon offspring (Oncorhynchus tshawytscha) to cope with thermal challenges after being reared in chronically elevated temperatures. Specifically, we exposed eggs to aqueous bath of cortisol-dosed (1,000 ng/mL) or control (0 ng/ml) solutions, and then raised both treatments at current (+0°C—contemporary ambient river temperature) or elevated (+3°C—projected future river temperature) thermal regimes. We quantified thermal performance in fish 7–9 month post fertilization using two methods: via critical thermal maximum (CTMax), and energetic responses (in plasma cortisol, glucose, and lactate) to environmentally relevant, but challenging thermal spikes over 3 days. Overall, we found that exposure to elevated rearing temperatures had a large impact on thermal tolerance, where elevated-temperature reared offspring had significantly higher CTMax. In comparison, egg cortisol treatment had little to no clear effects on CTMax and blood energetic response. Our study demonstrates the importance of elevated water temperatures as an inducer of offspring phenotypes (via early developmental cues), and highlights the significance of examining offspring performance in environments with ecologically relevant stressors.
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- 2020
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15. Detecting Native Freshwater Fishes Using Novel Non-invasive Methods
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Rowshyra A. Castañeda, Alexander Van Nynatten, Steven Crookes, Bruce R. Ellender, Daniel D. Heath, Hugh J. MacIsaac, Nicholas E. Mandrak, and Olaf L. F. Weyl
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underwater cameras ,snorkel surveys ,eDNA ,streams ,endangered fishes ,South Africa ,Environmental sciences ,GE1-350 - Abstract
Improving the ability to detect and quantify rare freshwater fishes in remote locations is of growing conservation concern, as the distributions of many native fishes are contracting to such locations where there are reduced anthropogenic and invasive species pressures. However, conventional sampling methods, e.g., backpack electrofishing and seines, tend to be heavy and bulky, thereby making them difficult to transport into remote areas with no road access. These conventional sampling methods also require physical handling of fishes, which may cause stress, harm, and mortality–all undesirable side effects for rare fishes. Thus, visual observation methods, such as underwater camera and snorkel surveys, and environmental DNA (eDNA), that are easily transportable and do not require physical handling of fishes, are being more frequently used in freshwater ecosystems. However, there have been few studies on the relative effectiveness of these three methods for detecting and quantifying freshwater fishes. In this study, the species-specific detection probabilities between the three methods, and abundance estimates derived from the visual observation methods were compared, and their utility for sampling rare fishes in remote locations in South Africa was evaluated. Underwater cameras and snorkel surveys detected slightly different species within a fish community. For the redfins, the detection probability using underwater cameras (0.96, SD = 0.03) was highest, followed by snorkel surveys (0.93, SD = 0.05), and eDNA (0.70, SD = 0.21). The visual observation methods were positively correlated with pool length, while eDNA was negatively correlated with turbidity. For Cape Kurper, the detection probability using underwater cameras (0.75, SD = 0.15) was highest, followed by snorkel surveys (0.68, SD = 0.16), and eDNA (0.64, SD = 0.19); all three methods were negatively affected by water turbidity. It is recommended that decisions on which sampling method to use in remote locations should depend on whether the study requires population- or community-level information, spatial scale required, and resource availability, as each method has its own strengths and weaknesses. Generally, eDNA is the most expensive method and requires specialized facilities and equipment, while underwater cameras require video analyses that are more time consuming to analyze than snorkel surveys.
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- 2020
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16. Neutral genetic variation in adult Chinook salmon (Oncorhynchus tshawytscha) affects brain-to-body trade-off and brain laterality
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Mallory L. Wiper, Sarah J. Lehnert, Daniel D. Heath, and Dennis M. Higgs
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somatic trade-off ,energy trade-off hypothesis ,laterality ,brain lateralization ,inbreeding ,heterozygosity ,Science - Abstract
Low levels of heterozygosity can have detrimental effects on life history and growth characteristics of organisms but more subtle effects such as those on trade-offs of expensive tissues and morphological laterality, especially of the brain, have not been explicitly tested. The objective of the current study was to investigate how estimated differences in heterozygosity may potentially affect brain-to-body trade-offs and to explore how these heterozygosity differences may affect differential brain growth, focusing on directional asymmetry in adult Chinook salmon (Oncorhynchus tshawytscha) using the laterality and absolute laterality indices. Level of inbreeding was estimated as mean microsatellite heterozygosity resulting in four ‘inbreeding level groups’ (Very High, High, Medium, Low). A higher inbreeding level corresponded with a decreased brain-to-body ratio, thus a decrease in investment in brain tissue, and also showed a decrease in the laterality index for the cerebellum, where the left hemisphere was larger than the right across all groups. These results begin to show the role that differences in heterozygosity may play in differential tissue investment and in morphological laterality, and may be useful in two ways. Firstly, the results may be valuable for restocking programmes that wish to emphasize brain or body growth when crossing adults to generate individuals for release, as we show that genetic variation does affect these trade-offs. Secondly, this study is one of the first examinations to test the hypothesized relationship between genetic variation and laterality, finding that in Chinook salmon there is potential for an effect of inbreeding on lateralized morphology, but not in the expected direction.
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- 2017
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17. Biogeochemical Characterization of Metal Behavior from Novel Mussel Shell Bioreactor Sludge Residues
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Sara C. Butler, James Pope, Subba Rao Chaganti, Daniel D. Heath, and Christopher G. Weisener
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acid mine drainage ,bioremediation ,microbiology ,mussel shells ,mesocosm ,contaminate waste storage ,Geology ,QE1-996.5 - Abstract
Acid mine drainage (AMD) remediation commonly produces byproducts which must be stored or utilized to reduce the risk of further contamination. A mussel shell bioreactor has been implemented at a coal mine in New Zealand, which is an effective remediation option, although an accumulated sludge layer decreased efficiency which was then removed and requires storage. To understand associated risks related to storage or use of the AMD sludge material, a laboratory mesocosm study investigated the physio-chemical and biological influence in two conditions: anoxic storage (burial deep within a waste rock dump) or exposure to oxic environments (use of sludge on the surface of the mine). Solid phase characterization by Scanning Electron Microscopy (SEM) and selective extraction was completed to compare two environmental conditions (oxic and anoxic) under biologically active and abiotic systems (achieved by gamma irradiation). Changes in microbial community structure were monitored using 16s rDNA amplification and next-generation sequencing. The results indicate that microbes in an oxic environment increase the formation of oxyhydroxides and acidic conditions increase metal mobility. In an oxic and circumneutral environment, the AMD sludge may be repurposed to act as an oxygen barrier for mine tailings or soil amendment. Anoxic conditions would likely promote the biomineralization of sulfide minerals in the AMD sludge by sulfate reducing bacteria (SRB), which were abundant in the system. The anoxic conditions reduced the risk of trace metals (Zn) associated with oxides, but increased Fe associated with organic material. In summary, fewer risks are associated with anoxic burial but repurposing in an oxic condition may be appropriate under favorable conditions.
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- 2019
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18. Development and validation of targeted environmental <scp>DNA</scp> ( <scp>eDNA</scp> ) metabarcoding for early detection of 69 invasive fishes and aquatic invertebrates
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Yueyang Wu, Scott F. Colborne, Matthew R. Charron, and Daniel D. Heath
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Ecology ,Genetics ,Ecology, Evolution, Behavior and Systematics - Published
- 2022
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19. The effects of host quantitative genetic architecture on the gut microbiota composition of Chinook salmon (Oncorhynchus tshawytscha)
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Mubarak Ziab, Subba Rao Chaganti, and Daniel D. Heath
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Genetics ,Genetics (clinical) - Published
- 2023
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20. Interspecific allometric scaling in <scp>eDNA</scp> production among northwestern Atlantic bony fishes reflects physiological allometric scaling
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Matthew C. Yates, Taylor M. Wilcox, M. Y. Stoeckle, and Daniel D. Heath
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Ecology ,Genetics ,Ecology, Evolution, Behavior and Systematics - Published
- 2022
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21. Conservation implications of revised genetic structure resulting from new population discovery: the threatened eastern sand darter ( Ammocrypta pellucida ) in Canada
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Daniel D. Heath, Clare J. Venney, Ryan P. Walter, and Nicholas E. Mandrak
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0106 biological sciences ,Range (biology) ,Population ,Population genetics ,Ammocrypta ,Aquatic Science ,Biology ,DNA, Mitochondrial ,010603 evolutionary biology ,01 natural sciences ,Darter ,03 medical and health sciences ,Animals ,14. Life underwater ,education ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology ,Ontario ,0303 health sciences ,education.field_of_study ,Habitat fragmentation ,Ecology ,Genetic Variation ,biology.organism_classification ,Genetics, Population ,Perches ,Threatened species ,Genetic structure ,Microsatellite Repeats - Abstract
Human activity can put non-game fishes at higher risk of extinction because of inappropriate management action. Eastern sand darter (Ammocrypta pellucida), a small benthic fish classified as threatened across much of its northern range, inhabits increasingly fragmented sandy habitats and, as a non-game fish, may be easily overlooked in conservation efforts. In this study, the authors use genotype data from nine microsatellite loci and cytochrome oxidase I (COI) sequencing data across its northern native range to re-assess genetic structure and to characterize a newly discovered, geographically disjunct population. Previous microsatellite marker analyses had identified seven distinct population genetic clusters across the region sampled; the analysis of this study showed that the newly discovered population (West Lake, Ontario) exhibits a divergent structure. COI haplotype analysis suggests that a single haplotype recolonized the Great Lakes and surrounding water bodies after the Wisconsinan glacial period, and subsequent fluctuation in water levels and habitat fragmentation resulted in divergence of genetic clusters. Although the novel West Lake population has a common ancestral source with other populations in the broader region, its divergent genetic signature merits its consideration as a separate conservation unit. The analyses of this study highlight the potential conservation implications of the discovery of new populations, particularly those of at-risk species, even within a region that has been genetically well characterized.
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- 2021
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22. The impact of outbreeding on the immune function and disease status of eight hybrid Chinook salmon crosses after Vibrio anguillarum challenge
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Shawna L. Semple, George Heath, Daniel D. Heath, Carina T. Filice, and Brian Dixon
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0106 biological sciences ,0303 health sciences ,Chinook wind ,Vibrio anguillarum ,Disease status ,biology ,Outbreeding depression ,Zoology ,Aquatic Science ,biology.organism_classification ,010603 evolutionary biology ,01 natural sciences ,03 medical and health sciences ,Immune system ,030304 developmental biology - Published
- 2021
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23. Population differences in Chinook salmon (Oncorhynchus tshawytscha) DNA methylation: Genetic drift and environmental factors
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Daniel D. Heath, Ben J. G. Sutherland, Terry D. Beacham, and Clare J. Venney
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0106 biological sciences ,Population ,Population genetics ,population variation ,Biology ,010603 evolutionary biology ,01 natural sciences ,03 medical and health sciences ,Genetic drift ,adaptive potential ,Epigenetics ,education ,Ecology, Evolution, Behavior and Systematics ,QH540-549.5 ,030304 developmental biology ,Nature and Landscape Conservation ,Local adaptation ,Original Research ,Genetics ,0303 health sciences ,education.field_of_study ,DNA methylation ,Ecology ,epigenetics ,population genetics ,Methylation ,Microsatellite ,genetic drift - Abstract
Local adaptation and phenotypic differences among populations have been reported in many species, though most studies focus on either neutral or adaptive genetic differentiation. With the discovery of DNA methylation, questions have arisen about its contribution to individual variation in and among natural populations. Previous studies have identified differences in methylation among populations of organisms, although most to date have been in plants and model animal species. Here we obtained eyed eggs from eight populations of Chinook salmon (Oncorhynchus tshawytscha) and assayed DNA methylation at 23 genes involved in development, immune function, stress response, and metabolism using a gene‐targeted PCR‐based assay for next‐generation sequencing. Evidence for population differences in methylation was found at eight out of 23 gene loci after controlling for developmental timing in each individual. However, we found no correlation between freshwater environmental parameters and methylation variation among populations at those eight genes. A weak correlation was identified between pairwise DNA methylation dissimilarity among populations and pairwise F ST based on 15 microsatellite loci, indicating weak effects of genetic drift or geographic distance on methylation. The weak correlation was primarily driven by two genes, GTIIBS and Nkef. However, single‐gene Mantel tests comparing methylation and pairwise F ST were not significant after Bonferroni correction. Thus, population differences in DNA methylation are more likely related to unmeasured oceanic environmental conditions, local adaptation, and/or genetic drift. DNA methylation is an additional mechanism that contributes to among population variation, with potential influences on organism phenotype, adaptive potential, and population resilience., DNA methylation presents a novel evolutionary mechanism for differences among populations due to its ability to respond to environmental change and its transmission among generations. We show population‐level differences in Chinook salmon DNA methylation and attempt to relate these differences to freshwater environmental context and genetic drift.
- Published
- 2021
24. Spatial and temporal genetic variation in an exploited reef fish: The effects of exploitation on cohort genetic structure
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Daniel D. Heath, Jennifer R. Ovenden, Zahra S Taboun, and Ryan P. Walter
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0106 biological sciences ,0301 basic medicine ,Evolution ,Coral reef fish ,temporal ,selection ,Population genetics ,010603 evolutionary biology ,01 natural sciences ,03 medical and health sciences ,Genetic drift ,Genetic variation ,QH359-425 ,Genetics ,14. Life underwater ,fishing pressure ,Ecology, Evolution, Behavior and Systematics ,geography ,Genetic diversity ,geography.geographical_feature_category ,biology ,Ecology ,fungi ,technology, industry, and agriculture ,Original Articles ,cohort ,genetic diversity ,Coral reef ,biology.organism_classification ,spatial ,030104 developmental biology ,Genetic structure ,Original Article ,General Agricultural and Biological Sciences ,geographic locations ,Coral trout - Abstract
Many coral reef fishes are fished, often resulting in detrimental genetic effects; however, reef fishes often show unpredictable patterns of genetic variation, which potentially mask the effects of fishing. Our goals were to characterize spatial and temporal genetic variation and determine the effects of fishing on an exploited reef fish, Plectropomus leopardus, Lacepède (the common coral trout). To determine population structure, we genotyped 417 Great Barrier Reef coral trout from four populations sampled in 2 years (1996 and 2004) at nine microsatellite loci. To test for exploitation effects, we additionally genotyped 869 individuals from a single cohort (ages 3–5) across eight different reefs, including fished and control populations. Genetic structure differed substantially in the two sampled years, with only 1 year exhibiting isolation by distance. Thus, genetic drift likely plays a role in shaping population genetic structure in this species. Although we found no loss of genetic diversity associated with exploitation, our relatedness patterns show that pulse fishing likely affects population genetics. Additionally, genetic structure in the cohort samples likely reflected spatial variation in recruitment contributing to genetic structure at the population level. Overall, we show that fishing does impact coral reef fishes, highlighting the importance of repeated widespread sampling to accurately characterize the genetic structure of reef fishes, as well as the power of analysing cohorts to avoid the impacts of recruitment‐related genetic swamping. The high temporal and spatial variability in genetic structure, combined with possible selection effects, will make conservation/management of reef fish species complex.
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- 2021
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25. Host Species and Habitat Shape Fish- associated Bacterial Communities: Phylosymbiosis between Fish and their Microbiome
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Javad Sadeghi, Subba Rao Chaganti, Timothy B. Johnson, and Daniel D. Heath
- Abstract
BackgroundWhile many studies have reported that the structure of the gut and skin microbiome is driven by both species-specific and habitat-specific factors, the relative importance of host-specific versus environmental factors in wild vertebrates remains poorly understood. The aim of this study was to determine the diversity and composition of fish skin, gut, and surrounding water bacterial communities (BCs) and assess the extent to which host habitat and phylogeny predict BC similarity. Skin swabs and gut samples from 334 fish belonging to 17 species were sampled in three Laurentian Great Lakes (LGLs) habitats (Detroit River, Lake Erie, Lake Ontario). We also collected and filtered water samples at the time of fish collection. We analyzed BC composition using 16S metabarcoding and tested for community variation. ResultsWe found that the water BC was distinct from the fish microbiome BCs, although the skin BC more closely resembled the water BC. We also found that environmental (sample location), habitat, fish diet and host species factors shape and promote divergence or convergence of the fish BCs. Since host species significantly affected both gut and skin BC (separately from host species effects), we tested for phylosymbiosis using pairwise host species phylogenetic distance versus BC dissimilarity. We found significant phylogenetic effects on BC dissimilarity, consistent with phylosymbiosis for both the fish skin and gut BCs, perhaps reflecting the longstanding co-evolutionary relationship between the host species and their microbiomes. ConclusionsAnalyzing the gut content and skin mucus BCs across diverse fish species in complex natural ecosystems such as the LGLs provides insights into the potential for habitat and species-specific effects on the microbiome, and ultimately the health, of the host.
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- 2022
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26. Habitat connectivity, gene flow, and population genetic structure in a Neotropical understory insectivore, the Rufous-and-white Wren
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Brendan A Graham, Daniel D Heath, Paulo C Pulgarin, Ryan P Walter, Melissa Mark, and Daniel J Mennill
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Animal Science and Zoology ,Ecology, Evolution, Behavior and Systematics - Abstract
Among tropical organisms, heightened habitat specialization, limited natal dispersal, and strong philopatry suggest that many species may experience reduced rates of gene flow. Diverse forms of barriers, including geographic, ecological, and behavioral barriers, further promote genetic divergence among tropical bird populations. Here, we extend our comprehension of gene flow in tropical birds by examining population genetic structure in a widespread insectivorous songbird of the Neotropics, the Rufous-and-white Wren (Thryophilus rufalbus). We explore the effects of geographic distance and habitat connectivity on genetic structure using 10 microsatellite loci, and nuclear and mitochondrial sequence data. We report high levels of genetic divergence and population structure with reduced contemporary gene flow between populations over a 500-km transect in Nicaragua and Costa Rica. Mitochondrial DNA and nuclear sequence data indicate that 2 distinct mtDNA genetic groups came into contact in northwestern Costa Rica; molecular dating suggests that the genetic patterns arose as a result of Pleistocene glaciations. Geographic distance and habitat connectivity predicted genetic structure but explained a relatively low proportion of the observed contemporary genetic variation. Patterns were similar for both males and females. Our research demonstrates the deep genetic divergence in tropical birds, and that genetic differentiation can occur over a relatively short distance. For tropical birds, strong limits to gene flow likely arise as a result of limited dispersal from natal populations.
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- 2022
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27. Acute thermal stress elicits interactions between gene expression and alternative splicing in a fish of conservation concern
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Matt J Thorstensen, Andy J Turko, Daniel D Heath, Ken M Jeffries, and Trevor E Pitcher
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Alternative Splicing ,Physiology ,Insect Science ,Cyprinidae ,Temperature ,Animals ,Animal Science and Zoology ,RNA Splicing Factors ,Aquatic Science ,Transcriptome ,Molecular Biology ,Ecology, Evolution, Behavior and Systematics - Abstract
Transcriptomics provides a mechanistic understanding of an organism’s response to environmental challenges such as increasing temperatures, which can provide key insights into the threats posed by thermal challenges associated with urbanization and climate change. Differential gene expression and alternative splicing are two elements of the transcriptomic stress response that may work in tandem, but relatively few studies have investigated these interactions in fishes of conservation concern. We studied the imperilled redside dace (Clinostomus elongatus) as thermal stress is hypothesised to be an important cause of population declines. We tested the hypothesis that gene expression-splicing interactions contribute to the thermal stress response. Wild fish exposed to acute thermal stress were compared with both handling controls and fish sampled directly from a river. Liver tissue was sampled to study the transcriptomic stress response. Thermally stressed fish showed a prominent transcriptional response (estimated with mRNA transcript abundance) related to transcription regulation and responses to unfolded proteins, and prominent alternatively spliced genes related to gene expression regulation and metabolism. One splicing factor, prpf38b, was upregulated in the thermally stressed group compared to the other treatments. This splicing factor may have a role in the Jun/AP-1 cellular stress response, a pathway with wide-ranging and context-dependent effects. Given large gene interaction networks and the context-dependent nature of transcriptional responses, our results highlight the importance of understanding interactions between gene expression and splicing for understanding transcriptomic responses to thermal stress. Our results also reveal transcriptional pathways that can inform conservation breeding, translocation, and reintroduction programs for redside dace and other imperilled species by identifying appropriate source populations.SUMMARY STATEMENTGene expression and alternative splicing interact in response to thermal stress in an imperilled fish, with implications for conservation and mechanisms of thermal tolerance in vertebrate ectotherms.
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- 2022
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28. NGS-μsat: bioinformatics framework supporting high throughput microsatellite genotyping from next generation sequencing platforms
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Daniel D. Heath, Clare J. Venney, Ryan P. Walter, Denis Roy, and Sarah J. Lehnert
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0106 biological sciences ,0301 basic medicine ,business.industry ,Locus (genetics) ,Computational biology ,Biology ,010603 evolutionary biology ,01 natural sciences ,DNA sequencing ,03 medical and health sciences ,030104 developmental biology ,Software ,Workflow ,DNA profiling ,Genetics ,Microsatellite ,business ,Throughput (business) ,Genotyping ,Ecology, Evolution, Behavior and Systematics - Abstract
Although genetic techniques are moving toward collecting massive amounts of genome-wide data through genome-scans, microsatellite markers (µsats) still provide a simple and cost-effective method for key applications such as parentage analyses, pedigree tracking, assessing likelihoods of disease conditions and DNA fingerprinting, among others. Newer laboratory protocols using high throughput sequencing platforms can now generate µsat data more efficiently than ever before. Yet, there is a dearth of easy to use, interactive software reliably converting raw sequencing data into individual-based multi-locus µsat genotypes suitable for typical downstream analyses. We describe the development and application of NGS-µsat, an R-based software workflow capable of converting raw µsat sequence data produced using next-generation sequencing platforms into multi-locus genotypes. Because the algorithm identifies repeat motifs, it does not rely on identifying and removing extraneous sequence fragments from sequenced reads to score loci. Accordingly, the software scores ‘true’ µsat repeats and provides an accurate, and clean picture of locus information without the typical assessment ambiguity based on fragment lengths. In comparative analyses, results show that NGS-µsat leads to cleaner, more reliable genotypes that are more repeatable than those made by scoring the same data using other software based on fragment lengths. This increased reliability/reproducibility of generated data may expand the use of high throughput sequencing-based techniques to routine DNA profiling, DNA fingerprinting and parentage/pedigree analyses and revitalise the application of µsats more broadly.
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- 2021
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29. Rearing conditions differentially affect behavioural phenotypes of male 'jack' and 'hooknose' Chinook salmon and their sisters in both fresh and salt water
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Kathleen D.W. Church, John W. Heath, Daniel D. Heath, Christina A.D. Semeniuk, Lida Nguyen-Dang, and Kevyn Janisse
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0106 biological sciences ,0303 health sciences ,Chinook wind ,business.industry ,Zoology ,Aquatic Science ,Biology ,Affect (psychology) ,010603 evolutionary biology ,01 natural sciences ,Phenotype ,03 medical and health sciences ,Aquaculture ,Salt water ,business ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology - Abstract
Alternative reproductive tactics are widespread in fishes. In Pacific salmon, males either become a competitive hooknose, or a sneaker jack, which is undesirable in aquaculture when overabundant. Juveniles often experience accelerated growth prior to becoming jacks, potentially caused by increased competitiveness. We tested the behaviour of hatchery-reared Chinook salmon (Oncorhynchus tshawytscha) in fresh water and after 1 year in salt water. We also tested the effects of freshwater rearing density (100, 50, or 35 fish per 200 L), food ration (high or low), sire (jack or hooknose) for jacks, hooknoses, and females with and without confirmed jack siblings. Sisters of jacks were further identified to test whether females closely related to jacks also showed behavioural differences. Overall, jacks did not behave as predicted; rearing conditions were the strongest determinant of behaviour, and jack sisters behaved differently than jacks and other females. Our study underscores the complexities of jack behaviour, and of females closely related to jacks, at all development stages and supports the use of behavioural screenings to regulate jacking rates in hatcheries by identifying jack sisters.
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- 2021
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30. Spatial and environmental effects on Coho Salmon life history trait variation
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Daniel D. Heath, J. Mark Shrimpton, and Kimberly M F Tuor
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0106 biological sciences ,endocrine system ,Gonad ,Range (biology) ,trade‐offs ,Population ,adaptation ,migration ,010603 evolutionary biology ,01 natural sciences ,Latitude ,Life history theory ,03 medical and health sciences ,Tributary ,medicine ,14. Life underwater ,reproductive investment ,education ,Ecology, Evolution, Behavior and Systematics ,Original Research ,030304 developmental biology ,Nature and Landscape Conservation ,0303 health sciences ,education.field_of_study ,geography ,geography.geographical_feature_category ,Ecology ,biology ,biology.organism_classification ,Fecundity ,medicine.anatomical_structure ,Oncorhynchus ,environment - Abstract
Adult size, egg size, fecundity, and mass of gonads are affected by trade‐offs between reproductive investment and environmental conditions shaping the evolution of life history traits among populations for widely distributed species. Coho salmon Oncorhynchus kisutch have a large geographic distribution, and different environmental conditions are experienced by populations throughout their range. We examined the effect of environmental variables on female size, egg size, fecundity, and reproductive investment of populations of Coho Salmon from across British Columbia using an information theoretic approach. Female size increased with latitude and decreased with migration distance from the ocean to spawning locations. Egg size was lowest for intermediate intragravel temperature during incubation, decreased with migration distance, but increased in rivers below lakes. Fecundity increased with latitude, warmer temperature during the spawning period, and river size, but decreased in rivers below lakes compared with rivers with tributary sources. Relative gonad size increased with latitude and decreased with migration distance. Latitude of spawning grounds, migratory distance, and temperatures experienced by a population, but also hydrologic features—river size and headwater source—are influential in shaping patterns of reproductive investment, particularly egg size. Although, relative gonad size varied with latitude and migration distance, how gonadal mass was partitioned gives insight into the trade‐off between egg size and fecundity. The lack of an effect of latitude on egg size suggests that local optima for egg size related to intragravel temperature may drive the variation in fecundity observed among years., We examined the effect of environmental variables on female size, egg size, fecundity, and reproductive investment for populations of Coho Salmon from across British Columbia. Our work is novel because we combined location variables (latitude and migration distance) with environmental variables (water temperature, river size, headwater source, and years of hatchery supplementation). We found that latitude of spawning grounds, migratory distance, and temperatures experienced by a population, but also hydrologic features—river size and headwater source—are influential in shaping patterns of reproductive investment, particularly egg size.
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- 2020
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31. Detecting a spreading non-indigenous species using multiple methodologies
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Hugh J. MacIsaac, Daniel D. Heath, Mattias L. Johansson, Charles W. Ramcharan, and Sharon Y. Lavigne
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0106 biological sciences ,Geography ,Ecology ,010604 marine biology & hydrobiology ,Early detection ,010501 environmental sciences ,Aquatic Science ,01 natural sciences ,Indigenous ,0105 earth and related environmental sciences ,Water Science and Technology - Abstract
Johansson ML, Lavigne SY, Ramcharan CW, Heath DD, MacIsaac HJ. Detecting a spreading non-indigenous species using multiple methodologies. Lake Reserv Manage. XX:XX–XX. Non-indigenous species (NIS) ...
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- 2020
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32. Rearing environment affects the genetic architecture and plasticity of DNA methylation in Chinook salmon
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Daniel D. Heath, Clare J. Venney, and Kyle W. Wellband
- Subjects
0106 biological sciences ,0301 basic medicine ,Genetics ,Phenotypic plasticity ,Bisulfite sequencing ,Maternal effect ,Methylation ,DNA Methylation ,Biology ,010603 evolutionary biology ,01 natural sciences ,Article ,Genetic architecture ,03 medical and health sciences ,030104 developmental biology ,Salmon ,Genetic variation ,DNA methylation ,North Carolina ,Animals ,Gene ,Genetics (clinical) - Abstract
Genetic architecture and phenotypic plasticity are important considerations when studying trait variation within and among populations. Since environmental change can induce shifts in the genetic architecture and plasticity of traits, it is important to consider both genetic and environmental sources of phenotypic variation. While there is overwhelming evidence for environmental effects on phenotype, the underlying mechanisms are less clear. Variation in DNA methylation is a potential mechanism mediating environmental effects on phenotype due to its sensitivity to environmental stimuli, transgenerational inheritance, and influences on transcription. To characterize the effect of environment on methylation, we created two 6 × 6 (North Carolina II) Chinook salmon breeding crosses and reared the offspring in two environments: uniform hatchery tanks and seminatural stream channels. We sampled the fish twice during development, at the alevin (larval) and fry (juvenile) stages. We measured DNA methylation at 13 genes using a PCR-based bisulfite sequencing protocol. The genetic architecture of DNA methylation differed between rearing environments, with greater additive and nonadditive genetic variance in hatchery fish and greater maternal effects in seminatural channel fish, though gene-specific variation was evident. We observed plasticity in methylation across all assayed genes, as well as gene-specific effects at two genes in alevin and six genes in fry, indicating developmental stage-specific effects of rearing environment on methylation. Characterizing genetic and environmental influences on methylation is critical for future studies on DNA methylation as a potential mechanism for acclimation and adaptation.
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- 2020
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33. Using environmental DNA metabarcoding to map invasive and native invertebrates in two Great Lakes tributaries
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Daniel D. Heath, Justin G. Mychek-Londer, and Katherine D. Balasingham
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lcsh:GE1-350 ,geography ,geography.geographical_feature_category ,River ecosystem ,river ecology ,Ecology ,Endangered species ,endangered species ,Biology ,Invasive species ,anthropogenic impacts ,lcsh:Microbial ecology ,invasive species ,Tributary ,Genetics ,lcsh:QR100-130 ,Environmental DNA ,detection methods ,ecological management ,Ecology, Evolution, Behavior and Systematics ,lcsh:Environmental sciences ,Invertebrate - Abstract
Background Aquatic invasive species (AIS) threaten ecosystems and native species. Methods To determine spatial distributions of at‐risk native taxa and AIS in two biologically diverse Laurentian Great Lakes tributaries, we extracted environmental DNA (eDNA) from water samples and used a universal PCR primer set targeting the CO1 gene for metabarcoding of selected taxa. We sampled 43 sites for eDNA in each of the Grand and Sydenham rivers in southwestern Ontario. Results We assigned sequences to 49 taxa at the species level and four mollusks to genus level. Detected AIS included two oligochaete worms (Branchiura sowerbyi, Potamothrix moldaviensis), a freshwater jellyfish (Craspedacusta sowerbyi), a calanoid copepod (Skistodiaptomus pallidus), and a bivalve dreissenid mussel (Dreissena rostriformis bugensis). All but D. r. bugensis were previously unreported in these tributaries. Detected native mollusks included one globally endangered species the rayed bean (Villosa fabalis), one provincially listed threatened species the maple leaf mussel (Quadrula quadrula), and several other at‐risk and unique mollusk species of special interest in Ontario, Canada, and the United States (e.g., Sphaerium fabale, Pyganodon grandis). At several sampling sites in each river, AIS eDNA overlapped with or was near to sites with detections of at‐risk native mollusks. Most AIS and some native taxa demonstrated clustered detection patterns within each river. However, in some cases, independent detections of individual species occurred at individual sites within each river that were relatively far apart. Our findings should be interpreted with some caution due to the limitations of the aquatic “universal” primer set and the availability of comprehensive reference sequence databases. Conclusion Results from eDNA metabarcoding in our study helped reveal invertebrate AIS and at‐risk species distributions and will help direct approaches for conserving biodiversity in each of these Great Lakes tributaries.
- Published
- 2020
34. Determining diets for fishes (Actinopterygii) from a small interior British Columbia, Canada stream: a comparison of morphological and molecular approaches
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Marla D. Schwarzfeld, Dezene P. W. Huber, Adam D.C. O’Dell, J. Mark Shrimpton, Daniel J. Erasmus, Daniel D. Heath, and Anne-Marie Flores
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0106 biological sciences ,0301 basic medicine ,biology ,Physiology ,Salmoniformes ,Scorpaeniformes ,Zoology ,biology.organism_classification ,Cottidae ,010603 evolutionary biology ,01 natural sciences ,Predation ,03 medical and health sciences ,030104 developmental biology ,Structural Biology ,Insect Science ,Sculpin ,Rainbow trout ,Molecular Biology ,Cottus asper ,Ecology, Evolution, Behavior and Systematics ,Salmonidae - Abstract
Analysis of food webs is important for defining functional components of ecosystems, but dietary data are often difficult to obtain and coarsely characterised. We compared three methods of rainbow trout (Oncorhynchus mykiss (Walbaum); Salmoniformes: Salmonidae) and prickly sculpin (Cottus asper Richardson; Scorpaeniformes: Cottidae) gut content analysis: traditional morphological taxonomy of prey items, genetic sequencing of individual prey items, and next-generation sequencing of homogenised gut contents. Prey analysis of invertebrates by morphological identification allowed order-level classifications and produced ecologically important count and mass data. Sequencing individual specimens provided greater taxonomic resolution, while next-generation sequencing of stomach contents revealed more prey diversity in the diets of both fish species as it was possible to detect prey that were degraded beyond visual recognition. Both fish species exhibited generalist feeding characteristics; however, terrestrial Insecta were a large diet component for rainbow trout. This study demonstrates an efficient approach for prey analysis using molecular techniques that complement traditional taxonomy.
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- 2020
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35. Loci associated with variation in gene expression and growth in juvenile salmon are influenced by the presence of a growth hormone transgene
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Jin-Hyoung Kim, Robert H. Devlin, Dionne Sakhrani, Xiang Lin, Daniel D. Heath, Michelle Chan, Felicia Vincelli, and Erin K. McClelland
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0106 biological sciences ,Fish Proteins ,Genome-wide association study ,lcsh:QH426-470 ,Transgene ,lcsh:Biotechnology ,Quantitative Trait Loci ,Single-nucleotide polymorphism ,Biology ,Breeding ,01 natural sciences ,Polymorphism, Single Nucleotide ,Animals, Genetically Modified ,03 medical and health sciences ,Salmon ,Coho salmon ,lcsh:TP248.13-248.65 ,Gene expression ,Genetics ,Animals ,IGFBP1 ,Gene ,Growth hormone ,030304 developmental biology ,Regulator gene ,0303 health sciences ,Sequence Analysis, RNA ,Gene Expression Profiling ,Transgenic fish ,Gene Expression Regulation, Developmental ,Sequence Analysis, DNA ,Body size ,Phenotype ,lcsh:Genetics ,Genotyping-by-sequencing ,010606 plant biology & botany ,Biotechnology ,Research Article ,SNPs - Abstract
Background Growth regulation is a complex process influenced by genetic and environmental factors. We examined differences between growth hormone (GH) transgenic (T) and non-transgenic (NT) coho salmon to elucidate whether the same loci were involved in controlling body size and gene expression phenotypes, and to assess whether physiological transformations occurring from GH transgenesis were under the influence of alternative pathways. The following genomic techniques were used to explore differences between size classes within and between transgenotypes (T vs. NT): RNA-Seq/Differentially Expressed Gene (DEG) analysis, quantitative PCR (qPCR) and OpenArray analysis, Genotyping-by-Sequencing, and Genome-Wide Association Study (GWAS). Results DEGs identified in comparisons between the large and small tails of the size distributions of T and NT salmon (NTLarge, NTSmall, TLarge and TSmall) spanned a broad range of biological processes, indicating wide-spread influence of the transgene on gene expression. Overexpression of growth hormone led to differences in regulatory loci between transgenotypes and size classes. Expression levels were significantly greater in T fish at 16 of 31 loci and in NT fish for 10 loci. Eleven genes exhibited different mRNA levels when the interaction of size and transgenotype was considered (IGF1, IGFBP1, GH, C3–4, FAS, FAD6, GLUT1, G6PASE1, GOGAT, MID1IP1). In the GWAS, 649 unique SNPs were significantly associated with at least one study trait, with most SNPs associated with one of the following traits: C3_4, ELA1, GLK, IGF1, IGFBP1, IGFII, or LEPTIN. Only 1 phenotype-associated SNP was found in common between T and NT fish, and there were no SNPs in common between transgenotypes when size was considered. Conclusions Multiple regulatory loci affecting gene expression were shared between fast-growing and slow-growing fish within T or NT groups, but no such regulatory loci were found to be shared between NT and T groups. These data reveal how GH overexpression affects the regulatory responses of the genome resulting in differences in growth, physiological pathways, and gene expression in T fish compared with the wild type. Understanding the complexity of regulatory gene interactions to generate phenotypes has importance in multiple fields ranging from applications in selective breeding to quantifying influences on evolutionary processes.
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- 2020
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36. Variation in the diversity of bacterial communities and potential sources of fecal contamination of beaches in the Huron to Erie corridor
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Subba Rao Chaganti, Claire Plouff, Mohammad Madani, Abdolrazagh Hashemi Shahraki, Adrian A. Vasquez, Rajesh Seth, Daniel D. Heath, and Jeffrey L. Ram
- Subjects
Environmental Engineering ,Bacteria ,Ecological Modeling ,Pollution ,Bathing Beaches ,Feces ,Sand ,RNA, Ribosomal, 16S ,Escherichia coli ,Humans ,Water Microbiology ,Waste Management and Disposal ,Water Science and Technology ,Civil and Structural Engineering ,Environmental Monitoring - Abstract
Understanding the diversity of bacteria and E.coli levels at beaches is important for managing health risks. This study compared temporal changes of the bacterial communities of Belle Isle Beach (Detroit, MI) and Sand Point Beach (Windsor, ONT), both located near the Lake St. Clair origin of the Detroit River. Water samples collected 4 days/week for 12 weeks in summer, were subjected to 16S rRNA analysis of amplicon sequencing and E. coli enumeration. Bacterial communities changed over time, as determined by cluster dendrogram analysis, exhibiting different communities in July and August than in June and different communities at the two beaches. After June, alpha diversity decreased and relative abundance of Enterobacter (Gammaproteobacteria) increased at Sand Point; whereas, Belle Isle maintained its alpha diversity and dominance by Betaproteobacteria and Actinobacteria. Contamination at both beaches is dominated by birds (23% to 50% of samples), while only ∼10% had evidence of human-associated bacteria. High E. coli at both beaches was often associated with precipitation. Nearshore sampling counts were higher than waist-deep sampling counts. Despite the dynamic changes in bacterial communities between the two beaches, this analysis based on 16S rRNA amplicon sequencing is able to provide information about bacterial types associated with high E. coli levels and to use bacterial sequences to more precisely determine sources and health relevance of contaminants.
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- 2022
37. Averting an Outbreak of SARS-CoV-2 in a University Residence Hall through Wastewater Surveillance
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Rajan Ray, Christopher G. Weisener, Ryland Corchis-Scott, Nihar Biswas, Ramsey D'Souza, Yufeng Tong, Matthew L Scholl, Kenneth D Drouillard, Daniel D. Heath, James McGinlay, Sherri Lynne Menard, Felicia Lawal, Diane Rawlings, Steven W. Wilhelm, Lisa A. Porter, Chris Houser, Mohsan Beg, Qiudi Geng, K. W. Michael Siu, Lynn Charron, R. Michael L. McKay, and Rajesh Seth
- Subjects
Microbiology (medical) ,medicine.medical_specialty ,Wastewater-Based Epidemiological Monitoring ,Universities ,Physiology ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,education ,010501 environmental sciences ,01 natural sciences ,Microbiology ,Unit (housing) ,law.invention ,Disease Outbreaks ,03 medical and health sciences ,law ,Environmental health ,Quarantine ,Genetics ,medicine ,Humans ,Mass Screening ,wastewater ,Mass screening ,0105 earth and related environmental sciences ,Ontario ,0303 health sciences ,General Immunology and Microbiology ,Ecology ,030306 microbiology ,SARS-CoV-2 ,Public health ,RT-qPCR ,Outbreak ,COVID-19 ,Cell Biology ,6. Clean water ,QR1-502 ,3. Good health ,Infectious Diseases ,Geography ,Wastewater ,Public Health ,Residence hall ,Research Article - Abstract
A wastewater surveillance program targeting a university residence hall was implemented during the spring semester 2021 as a proactive measure to avoid an outbreak of COVID-19 on campus. Over a period of 7 weeks from early February through late March 2021, wastewater originating from the residence hall was collected as grab samples 3 times per week. During this time, there was no detection of SARS-CoV-2 by reverse transcriptase quantitative PCR (RT-qPCR) in the residence hall wastewater stream. Aiming to obtain a sample more representative of the residence hall community, a decision was made to use passive samplers beginning in late March onwards. Adopting a Moore swab approach, SARS-CoV-2 was detected in wastewater samples just 2 days after passive samplers were deployed. These samples also tested positive for the B.1.1.7 (Alpha) variant of concern (VOC) using RT-qPCR. The positive result triggered a public health case-finding response, including a mobile testing unit deployed to the residence hall the following day, with testing of nearly 200 students and staff, which identified two laboratory-confirmed cases of Alpha variant COVID-19. These individuals were relocated to a separate quarantine facility, averting an outbreak on campus. Aggregating wastewater and clinical data, the campus wastewater surveillance program has yielded the first estimates of fecal shedding rates of the Alpha VOC of SARS-CoV-2 in individuals from a nonclinical setting. IMPORTANCE Among early adopters of wastewater monitoring for SARS-CoV-2 have been colleges and universities throughout North America, many of whom are using this approach to monitor congregate living facilities for early evidence of COVID-19 infection as an integral component of campus screening programs. Yet, while there have been numerous examples where wastewater monitoring on a university campus has detected evidence for infection among community members, there are few examples where this monitoring triggered a public health response that may have averted an actual outbreak. This report details a wastewater-testing program targeting a residence hall on a university campus during spring 2021, when there was mounting concern globally over the emergence of SARS-CoV-2 variants of concern, reported to be more transmissible than the wild-type Wuhan strain. In this communication, we present a clear example of how wastewater monitoring resulted in actionable responses by university administration and public health, which averted an outbreak of COVID-19 on a university campus.
- Published
- 2021
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38. Spatio-temporal dynamics of bacterial communities in the shoreline of Laurentian great Lake Erie and Lake St. Clair’s large freshwater ecosystems
- Author
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Daniel D. Heath, Abdolrazagh Hashemi Shahraki, and Subba Rao Chaganti
- Subjects
0106 biological sciences ,Microbiology (medical) ,Biogeochemical cycle ,Biology ,01 natural sciences ,Microbiology ,Freshwater ecosystem ,03 medical and health sciences ,Spatio-Temporal Analysis ,Freshwater ,RNA, Ribosomal, 16S ,medicine ,Ecosystem ,14. Life underwater ,Relative species abundance ,030304 developmental biology ,Lake Erie ,0303 health sciences ,Bacteria ,Ecology ,Spatial variation ,010604 marine biology & hydrobiology ,Microbiota ,Lake ecosystem ,Sampling (statistics) ,Lake St. Clair ,15. Life on land ,Seasonality ,medicine.disease ,QR1-502 ,6. Clean water ,Temporal variation ,Lakes ,13. Climate action ,16S rRNA metabarcoding ,Spatial variability ,Seasons ,Bacterial community ,Environmental Monitoring ,Research Article - Abstract
Background Long-term trends in freshwater bacterial community composition (BCC) and dynamics are not yet well characterized, particularly in large lake ecosystems. We addressed this gap by temporally (15 months) and spatially (6 sampling locations) characterizing BCC variation in lakes Erie and St. Clair; two connected ecosystems in the Laurentian Great Lakes. Results We found a spatial variation of the BCC between the two lakes and among the sampling locations (significant changes in the relative abundance of 16% of the identified OTUs at the sampling location level). We observed five distinct temporal clusters (UPGMA broad-scale temporal variation) corresponding to seasonal variation over the 15 months of sampling. Temporal variation among months was high, with significant variation in the relative abundance of 69% of the OTUs. We identified significant differences in taxonomic composition between summer months of 2016 and 2017, with a corresponding significant reduction in the diversity of BCC in summer 2017. Conclusions As bacteria play a key role in biogeochemical cycling, and hence in healthy ecosystem function our study defines the scope for temporal and spatial variation in large lake ecosystems. Our data also show that freshwater BCC could serve as an effective proxy and monitoring tool to access large lake health.
- Published
- 2021
39. Recreational water monitoring: Nanofluidic qRT‐PCR chip for assessing beach water safety
- Author
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Abdolrazagh Hashemi Shahraki, Daniel D. Heath, and Subba Rao Chaganti
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0303 health sciences ,Ecology ,030306 microbiology ,business.industry ,010501 environmental sciences ,Water safety ,Biology ,01 natural sciences ,Biotechnology ,03 medical and health sciences ,Genetics ,Source tracking ,business ,Recreation ,Ecology, Evolution, Behavior and Systematics ,0105 earth and related environmental sciences - Published
- 2019
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40. Testing the expression of circadian clock genes in the tissues of Chinook salmon, Oncorhynchus tshawytscha
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Phillip Karpowicz, Daniel D. Heath, Maryam Thraya, and Maha Hammoud
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Physiology ,Circadian clock ,Marine Biology ,030209 endocrinology & metabolism ,Endogeny ,Biology ,peripheral clocks ,03 medical and health sciences ,0302 clinical medicine ,Transcription (biology) ,Physiology (medical) ,clock genes ,14. Life underwater ,rhythms ,feeding entrainment ,Gene ,Biochemistry, Biophysics, and Structural Biology ,Life Sciences ,Biodiversity ,biology.organism_classification ,Cell biology ,CLOCK ,ARNTL ,Real-time polymerase chain reaction ,Oncorhynchus ,Chinook salmon ,030217 neurology & neurosurgery - Abstract
Animals have an endogenous circadian clock that temporally regulates 24 hour (h) oscillations in behavior and physiology. This highly conserved mechanism consists of two positive regulators, Bmal and Clock, and two negative regulators, Cry and Per, that run with a 24-h cycle that synchronizes itself with environmental changes in light, food, and temperature. We examined the circadian clock in Chinook salmon (Oncorhynchus tshawytscha), a non-model organism in which the function of the clock has not been studied. Recent studies indicate that clock genes in Chinook salmon play a role in its evolution of local adaptation, possibly by influencing migration timing. We designed real-time quantitative PCR (RT-qPCR) assays to quantify the transcription of components of the clock system, and validated these for PCR efficiency and specificity in detecting Chinook target genes. Chinook salmon tissue samples were collected in 3-h intervals, over the course of 24 h, from five different organs. Our data indicate that the circadian clock functions differently in each of these tissues. In the liver, positive and negative regulators exhibit anti-phasic peaking in the evening and morning, respectively. However, in the heart, these same regulators peak and trough with a different timing, indicating that the liver and heart are not synchronous. The digestive tract displays yet another difference: simultaneous phases in the expression of positive and negative clock regulators, and we do not observe significant rhythms in clock gene expression in the retina. Our data show that there is a functional clock in Chinook salmon tissues, but that this clock behaves in a tissue-specific manner, regardless of the whole animal being exposed to the same environmental cues. These results highlight the adaptive role of the clock in Chinook salmon and that it may have different positive and negative effects depending on tissue function.
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- 2019
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41. Inter-population differences in farmed Chinook salmon product quantity and quality
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Oliver P. Love, C.M.E. Lajoie, John W. Heath, Daniel D. Heath, and Trevor E. Pitcher
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animal diseases ,Outbreeding depression ,Fish farming ,Population ,Wild ,Marine Biology ,Broodstock ,Aquatic Science ,03 medical and health sciences ,Animal science ,Aquaculture ,Salmo ,education ,Biology ,Outbreeding ,Biochemistry, Biophysics, and Structural Biology ,030304 developmental biology ,0303 health sciences ,education.field_of_study ,biology ,business.industry ,Flesh ,Farmed ,Life Sciences ,food and beverages ,Biodiversity ,04 agricultural and veterinary sciences ,biology.organism_classification ,Quality ,Multiple populations ,040102 fisheries ,0401 agriculture, forestry, and fisheries ,Oncorhynchus ,business - Abstract
In British Columbia, Atlantic salmon (Salmo salar) are the top finfish aquaculture export of the province, although native Chinook salmon (Oncorhynchus tshawytscha) are also farmed locally. Few commercial facilities rear Chinook salmon, limiting the availability and development of their broodstocks, potentially reducing the ability to improve product quantity and quality. Due to the potential for inbreeding in these stocks, a need to determine whether product quantity and quality can be improved through outbreeding with wild populations exists. In this study, we examined the effects of outbreeding on farmed salmon by comparing product quantity and quality metrics in six experimental populations of outbred (wild × farmed) Chinook salmon and one farmed (control) population. Specifically, we measured fillet yield, slaughter yield, lipid content and flesh colour score in three-year old market-sized salmon immediately post-slaughter. We found significant differences across populations for slaughter yield, fillet yield and flesh colour score but found no differences across populations in lipid content. For flesh colour score, slaughter and fillet yield, the control farmed population performed similarly to the highest performing outbred populations. These results suggest that outbreeding inbred farmed populations with wild populations can maintain high product quality while adding new genes to a population.
- Published
- 2019
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42. Variation in juvenile Chinook salmon (Oncorhynchus tshawytscha) transcription profiles among and within eight population crosses from British Columbia, Canada
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Shelby D. Toews, Daniel D. Heath, Brian Dixon, and Kyle W. Wellband
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0106 biological sciences ,0301 basic medicine ,Candidate gene ,Transcription, Genetic ,Population ,Population genetics ,Marine Biology ,010603 evolutionary biology ,01 natural sciences ,03 medical and health sciences ,Genetic drift ,Salmon ,Genetic variation ,Genetics ,Animals ,education ,Biology ,Biochemistry, Biophysics, and Structural Biology ,Ecology, Evolution, Behavior and Systematics ,Local adaptation ,education.field_of_study ,British Columbia ,biology ,Life Sciences ,Genetic Variation ,Biodiversity ,Heritability ,biology.organism_classification ,Adaptation, Physiological ,Genetics, Population ,Phenotype ,030104 developmental biology ,Evolutionary biology ,Oncorhynchus - Abstract
Phenotypic differences among populations within a species have been reported for a variety of traits, ranging from life history to physiology to gene transcription. Population-level phenotypic variation has been attributed to genetic differences resulting from genetic drift and/or local adaptation as well as environmental differences resulting from plasticity. We studied population- and family-level variation in gene transcription for 22 fitness-related genes, comprising immune, growth, metabolic, and stress processes in Chinook salmon (Oncorhynchus tshawytscha). We created hybrid Chinook salmon families from eight populations and treated them with an immune stimulus, a handling stress challenge, and held some as a no-treatment control group. Population effects, sire effects, and narrow-sense heritability (h2 ) were calculated for each candidate gene within each treatment group. We expected population to have a significant effect on gene transcription for many of our genes; however, we found a population effect for transcription at only one immune gene at rest. The limited number of significant population effects on gene transcription, combined with significant additive genetic variance within each population does not support the expectation of past strong selection pressures acting on heritable transcription profiles among populations. Instead, our results indicate that Chinook salmon likely adapt to their local environment through transcriptional plasticity rather than fixed differences. The expectation for fixed population-level differences in gene transcription at fitness-related genes, reflecting accepted models of local adaptation is high; however, comparisons among multiple populations using half-sibling breeding designs are rare. Our work fills an important gap in our growing understanding of the process of among and within-population divergence.
- Published
- 2019
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43. Averting an outbreak of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in a university residence hall through wastewater surveillance
- Author
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Rajan Ray, Yufeng Tong, Daniel D. Heath, Lisa A. Porter, Sherri Lynne Menard, Chris Houser, Steven W. Wilhelm, Ramsey D'Souza, Ken G. Drouillard, Mohsan Beg, Nihar Biswas, Qiudi Geng, Felicia Lawal, Christopher G. Weisener, Ryland Corchis-Scott, James McGinlay, Diane Rawlings, R. Michael L. McKay, Lynn Charron, Matthew L Scholl, Rajesh Seth, and K. W. Michael Siu
- Subjects
Geography ,Wastewater ,Coronavirus disease 2019 (COVID-19) ,law ,Environmental health ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,education ,Quarantine ,Case finding ,Outbreak ,No detection ,law.invention ,Residence hall - Abstract
A wastewater surveillance program targeting a university residence hall was implemented during the spring semester 2021 as a proactive measure to avoid an outbreak of COVID-19 on campus. Over a period of 7 weeks from early February through late March 2021, wastewater originating from the residence hall was collected as grab samples 3 times per week. During this time, there was no detection of SARS-CoV-2 by RT-qPCR in the residence hall wastewater stream. Aiming to obtain a sample more representative of the residence hall community, a decision was made to use passive samplers beginning in late March onwards. Adopting a Moore Swab approach, SARS-CoV-2 was detected in wastewater samples on just two days after passive samplers were activated. These samples were also positive for the B.1.1.7 (Alpha) Variant of Concern (VOC) by RT-qPCR. The positive result triggered a public health case finding response including a mobile testing unit deployed to the residence hall the following day with testing of nearly 200 students and staff, which identified two laboratory-confirmed cases of B.1.1.7 variant COVID-19. These individuals were re-located to a separate quarantine facility averting an outbreak on campus. Aggregating wastewater and clinical data, the campus wastewater surveillance program has yielded the first estimates of fecal shedding rates of the B.1.1.7 VOC of SARS-CoV-2 in individuals from a non-clinical setting.
- Published
- 2021
- Full Text
- View/download PDF
44. Examining Probiotic Therapy on Triploid Chinook Salmon ( Oncorhynchus tshawytscha ): A Behavioural Genomics Approach
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Chelsea Frank, Theresea Warriner, Daniel D. Heath, Brendyn St. Louis, and Christina A.D. Semeniuk
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Chinook wind ,Probiotic therapy ,biology ,Genetics ,Zoology ,Oncorhynchus ,Genomics ,biology.organism_classification ,Molecular Biology ,Biochemistry ,Biotechnology - Published
- 2021
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- View/download PDF
45. Female and male song exhibit both parallel and divergent patterns of cultural evolution: A long-term study of song structure and diversity in tropical wrens
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Daniel J. Mennill, Brendan A. Graham, and Daniel D. Heath
- Subjects
0106 biological sciences ,0301 basic medicine ,media_common.quotation_subject ,Biology ,010603 evolutionary biology ,01 natural sciences ,03 medical and health sciences ,030104 developmental biology ,Long term learning ,Evolutionary biology ,Animal Science and Zoology ,sense organs ,Sociocultural evolution ,Ecology, Evolution, Behavior and Systematics ,Diversity (politics) ,media_common - Abstract
Animal culture changes over time through processes that include drift, immigration, selection, and innovation. Cultural change has been particularly well-studied for animal vocalizations, especially for the vocalizations of male animals in the temperate zone. Here we examine the cultural change in the vocalizations of tropical Rufous-and-white Wrens (Thryophilus rufalbus), quantifying temporal variation in song structure, song type diversity, and population-level distribution of song types in both males and females. We use data from 10 microsatellite loci to quantify patterns of immigration and neutral genetic differentiation over time, to investigate whether cultural diversity changes with rates of immigration. Based on 11 yr of data, we show that the spectro-temporal features of several widely-used persistent song types maintain a relatively high level of consistency for both males and females, whereas the distribution and frequency of particular song types change over time for both sexes. Males and females exhibit comparable levels of cultural diversity (i.e. the diversity of song types across the population), although females exhibit greater rates of cultural change over time. We found that female changes in cultural diversity increased when immigration is high, whereas male cultural diversity did not change with immigration. Our study is the first long-term study to explore cultural evolution for both male and female birds and suggests that cultural patterns exhibit notable differences between the sexes.
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- 2021
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46. Diel Dynamics of Freshwater Bacterial Communities at Beaches in Lake Erie and Lake St. Clair, Windsor, Ontario
- Author
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Subba Rao Chaganti, Daniel D. Heath, and Abdolrazagh Hashemi Shahraki
- Subjects
0301 basic medicine ,Biogeochemical cycle ,Time Factors ,030106 microbiology ,Population Dynamics ,Soil Science ,Water safety ,Bathing Beaches ,Actinobacteria ,03 medical and health sciences ,Microbial ecology ,RNA, Ribosomal, 16S ,Proteobacteria ,Escherichia coli ,Humans ,Health risk ,Relative species abundance ,Diel vertical migration ,Ecology, Evolution, Behavior and Systematics ,Ontario ,Ecology ,biology ,Microbiota ,High-Throughput Nucleotide Sequencing ,Biodiversity ,biology.organism_classification ,6. Clean water ,Lakes ,030104 developmental biology ,Seasons ,Water Microbiology ,Environmental Monitoring - Abstract
Bacteria play a key role in freshwater biogeochemical cycling as well as water safety, but short-term trends in freshwater bacterial community composition and dynamics are not yet well characterized. We sampled four public beaches in southern Ontario, Canada; in June, July, and August (2016) over a 24-h (diel) cycle at 2-h intervals. Using high-throughput sequencing of 16S rRNA gene, we found substantial bi-hourly and day/night variation in the bacterial communities with considerable fluctuation in the relative abundance of Actinobacteria and Proteobacteria phyla. Moreover, relative abundance of Enterobacteriaceae (associated with potential health risk) was significantly high at night in some dial cycles. Diversity was significantly high at night across most of the diel sampling events. qPCR assays showed a substantial bi-hourly variation of Escherichia coli levels with a significant high level of E. coli at night hours in comparison with day hours and the lowest levels at noon and during the afternoon hours. Taken together, these findings highlighted a considerable short-term temporal variation of bacterial communities which helps better understanding of freshwater bacterial dynamics and their ecology. E. coli monitoring showed that multiple samples in different hours will provide more accurate picture of freshwater safety and human health risk. Graphical abstract.
- Published
- 2020
47. Extracellular dsRNA induces a type I interferon response mediated via class A scavenger receptors in a novel Chinook salmon derived spleen cell line
- Author
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Daniel D. Heath, Nguyen T.K. Vo, Brian Dixon, M. Li, Sarah J. Poynter, Shawna L. Semple, and Stephanie J. DeWitte-Orr
- Subjects
Fish Proteins ,0301 basic medicine ,Immunology ,Fisheries ,Gene Expression ,dsRNA ,Marine Biology ,Biology ,Antiviral Agents ,Cell Line ,03 medical and health sciences ,Immune system ,Salmon ,Interferon ,medicine ,Extracellular ,Animals ,14. Life underwater ,Scavenger receptor ,Receptor ,Interferon-stimulated genes ,Biochemistry, Biophysics, and Structural Biology ,RNA, Double-Stranded ,Innate immunity ,Ploidies ,Innate immune system ,Scavenger Receptors, Class A ,Life Sciences ,Biodiversity ,04 agricultural and veterinary sciences ,Immunity, Innate ,polycytidylic acid [polyinosinic] ,Cell biology ,030104 developmental biology ,Cell culture ,Interferon Type I ,040102 fisheries ,RNA, Viral ,0401 agriculture, forestry, and fisheries ,Chinook salmon ,Cell line ,Spleen ,Fetal bovine serum ,Developmental Biology ,medicine.drug - Abstract
Despite increased global interest in Chinook salmon aquaculture, little is known of their viral immune defenses. This study describes the establishment and characterization of a continuous cell line derived from Chinook salmon spleen, CHSS, and its use in innate immune studies. Optimal growth was seen at 14–18 °C when grown in Leibovitz's L-15 media with 20% fetal bovine serum. DNA analyses confirmed that CHSS was Chinook salmon and genetically different from the only other available Chinook salmon cell line, CHSE-214. Unlike CHSE-214, CHSS could bind extracellular dsRNA, resulting in the rapid and robust expression of antiviral genes. Receptor/ligand blocking assays confirmed that class A scavenger receptors (SR-A) facilitated dsRNA binding and subsequent gene expression. Although both cell lines expressed three SR-A genes: SCARA3, SCARA4, and SCARA5, only CHSS appeared to have functional cell-surface SR-As for dsRNA. Collectively, CHSS is an excellent cell model to study dsRNA-mediated innate immunity in Chinook salmon.
- Published
- 2018
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48. Molecular Insights Into the Ctenophore Genus Beroe in Europe: New Species, Spreading Invaders
- Author
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Tamara A. Shiganova, Hugh J. MacIsaac, Halldis Ringvold, Mattias L. Johansson, Daniel D. Heath, and Alexandra N. Stupnikova
- Subjects
cytochrome oxidase (COI) ,0106 biological sciences ,Zoology ,Marine Biology ,Introduced species ,010603 evolutionary biology ,01 natural sciences ,DNA barcoding ,invasive species ,Species Specificity ,Sensu ,Genus ,Genetics ,Beroe ovata ,gelatinous zooplankton ,Animals ,Internal transcribed spacer ,Biology ,Molecular Biology ,Biochemistry, Biophysics, and Structural Biology ,Genetics (clinical) ,biology ,Ctenophora ,010604 marine biology & hydrobiology ,Life Sciences ,Biodiversity ,biology.organism_classification ,Europe ,Phylogeography ,Zoogeography ,Introduced Species ,internal transcribed spacer (ITS) ,Biotechnology - Abstract
The genus Beroe Browne, 1756 (Ctenophora, Beroidae) occurs worldwide, with 25 currently-described species. Because the genus is poorly studied, the definitive number of species is uncertain. Recently, a possible new Beroe species was suggested based on internal transcribed spacer 1 (ITS1) sequences from samples collected in Svalbard, Norway. Another species, Beroe ovata, was introduced to Europe from North America, initially in the Black Sea and subsequently (and possibly secondarily) into the Mediterranean and Baltic Seas. In areas where ctenophores have been introduced, they have often had significant detrimental ecological effects. The potential for other cryptic and/or undescribed Beroe species and history of spread of some species in the genus give reason for additional study. When alive, morphological hallmarks may be challenging to spot and photograph owing to the animals' transparency and near-constant motion. We sampled and analyzed 109 putative Beroe specimens from Europe, using morphological and molecular approaches. DNA analyses were conducted using cytochrome oxidase 1 and internal transcribed spacer sequences and, together with published sequences from GenBank, phylogenetic relationships of the genus were explored. Our study suggests the presence of at least 5 genetic lineages of Beroe in Europe, of which 3 could be assigned to known species: Beroe gracilis Künne 1939; Beroe cucumis Fabricius, 1780; and Beroe ovata sensu Mayer, 1912. The other 2 lineages (here provisionally named Beroe "norvegica" and Beroe "anatoliensis") did not clearly coincide with any known species and might therefore reflect new species, but confirmation of this requires further study.
- Published
- 2018
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- View/download PDF
49. Parallel evolutionary forces influence the evolution of male and female songs in a tropical songbird
- Author
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Ryan P. Walter, Melissa M. Mark, Daniel J. Mennill, Daniel D. Heath, and Brendan A. Graham
- Subjects
Male ,0106 biological sciences ,0301 basic medicine ,Population ,Marine Biology ,Biology ,geographic variation ,behavioral disciplines and activities ,010603 evolutionary biology ,01 natural sciences ,cultural drift ,Songbirds ,03 medical and health sciences ,Sex Factors ,Genetic drift ,Geographical distance ,otorhinolaryngologic diseases ,Animals ,education ,Biochemistry, Biophysics, and Structural Biology ,Ecology, Evolution, Behavior and Systematics ,Tropical Climate ,education.field_of_study ,Life Sciences ,Central America ,Biodiversity ,biology.organism_classification ,Biological Evolution ,Attraction ,Songbird ,Genetic divergence ,030104 developmental biology ,Genetic distance ,Evolutionary biology ,female song ,Female ,genetic drift ,sense organs ,acoustic adaptation ,Vocalization, Animal ,Adaptation ,Animal Distribution ,psychological phenomena and processes - Abstract
Given the important role that animal vocalizations play in mate attraction and resource defence, acoustic signals are expected to play a significant role in speciation. Most studies, however, have focused on the acoustic traits of male animals living in the temperate zone. In contrast to temperate environments, in the tropics, it is commonplace for both sexes to produce complex acoustic signals. Therefore, tropical birds offer the opportunity to compare the sexes and provide a more comprehensive understanding of the evolution of animal signals. In this study, we quantified patterns of acoustic variation in Rufous-and-white Wrens (Thryophilus rufalbus) from five populations in Central America. We quantified similarities and differences between male and female songs by comparing the role that acoustic adaptation, cultural isolation and neutral genetic divergence have played in shaping acoustic divergence. We found that males and females showed considerable acoustic variation across populations, although females exhibited greater population divergence than males. Redundancy analysis and partial-redundancy analysis revealed significant relationships between acoustic variation and ecological variables, genetic distance, and geographic distance. Both ambient background noise and geographic distance explained a high proportion of variance for both males and females, suggesting that both acoustic adaptation and cultural isolation influence song. Overall, our results indicate that parallel evolutionary forces act on male and female acoustic signals and highlight the important role that cultural drift and selection play in the evolution of both male and female songs.
- Published
- 2018
- Full Text
- View/download PDF
50. Immigrant song: males and females learn songs after dispersal in a tropical bird
- Author
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Daniel J. Mennill, Brendan A. Graham, Daniel D. Heath, and Ryan P. Walter
- Subjects
0106 biological sciences ,0301 basic medicine ,media_common.quotation_subject ,Immigration ,Population ,Marine Biology ,010603 evolutionary biology ,01 natural sciences ,03 medical and health sciences ,Thryophilus rufalbus ,otorhinolaryngologic diseases ,dispersal ,education ,Biology ,Biochemistry, Biophysics, and Structural Biology ,Ecology, Evolution, Behavior and Systematics ,media_common ,education.field_of_study ,biology ,Rufous-and-white Wren ,Life Sciences ,Biodiversity ,biology.organism_classification ,030104 developmental biology ,Variation (linguistics) ,nervous system ,song learning ,Thryothorus rufalbus ,behavior and behavior mechanisms ,population characteristics ,Biological dispersal ,Animal Science and Zoology ,psychological phenomena and processes ,geographic locations ,immigration ,Demography - Abstract
A fundamental hypothesis about vocal learning is that young animals learn vocalizations in their natal areas and, following postnatal dispersal, they may introduce new types of vocalizations into their breeding areas. We tested this hypothesis in a tropical bird, the Rufous-and-white Wren (Thryophilus rufalbus), a species in which both sexes produce learned songs. We collected blood samples and acoustic recordings from 146 adult wrens from 3 populations in northwestern Costa Rica. We genotyped individuals at 10 polymorphic microsatellite loci and identified first-generation migrants using partial Bayesian genotype assignment. We quantified acoustic variation by comparing fine-scale acoustic structure, song sharing, and repertoire novelty between residents and first-generation migrants. We found significant population-level differences in acoustic structure of songs among the 3 populations. Of the 146 individuals genotyped, 9 individuals were identified as first-generation migrants. In contrast to our predictions, however, we found that these first-generation migrants did not exhibit differences in the acoustic structure of their songs from resident individuals in their breeding population, either for males or females. We conclude that song learning in first-generation migrants must be behaviorally influenced by birds in their breeding populations, following postnatal dispersal. We observed population-level acoustic differences among the 3 study sites, which implies sustained divergent selection pressures at each site, possibly reflecting acoustic adaptation to different environments or social pressure to sing local songs. Understanding and quantifying patterns of cultural evolution at multiple scales provides insight into how behavioral barriers, such as acoustic signals, contribute to population differentiation and even speciation.
- Published
- 2018
- Full Text
- View/download PDF
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