Bryan S. McLean’s research while affiliated with University of North Carolina at Greensboro and other places

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Publications (41)


Integrating animal tracking and trait data to facilitate global ecological discoveries
  • Article
  • Full-text available

February 2025

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128 Reads

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1 Citation

Journal of Experimental Biology

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Stephanie K Adamczak

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[...]

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Understanding animal movement is at the core of ecology, evolution and conservation science. Big data approaches for animal tracking have facilitated impactful synthesis research on spatial biology and behavior in ecologically important and human-impacted regions. Similarly, databases of animal traits (e.g. body size, limb length, locomotion method, lifespan) have been used for a wide range of comparative questions, with emerging data being shared at the level of individuals and populations. Here, we argue that the proliferation of both types of publicly available data creates exciting opportunities to unlock new avenues of research, such as spatial planning and ecological forecasting. We assessed the feasibility of combining animal tracking and trait databases to develop and test hypotheses across geographic, temporal and biological allometric scales. We identified multiple research questions addressing performance and distribution constraints that could be answered by integrating trait and tracking data. For example, how do physiological (e.g. metabolic rates) and biomechanical traits (e.g. limb length, locomotion form) influence migration distances? We illustrate the potential of our framework with three case studies that effectively integrate trait and tracking data for comparative research. An important challenge ahead is the lack of taxonomic and spatial overlap in trait and tracking databases. We identify critical next steps for future integration of tracking and trait databases, with the most impactful being open and interlinked individual-level data. Coordinated efforts to combine trait and tracking databases will accelerate global ecological and evolutionary insights and inform conservation and management decisions in our changing world.

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Fig. 1. (A) (Top) Geographic points of origin for Mongolian fossil specimens in PBDB (The Paleobiology DataBase), by geologic era. (B) (second from Top) Geographic points of origin for Mongolian biological specimens in GBIF (Global Biodiversity Information Facility). (C) (third from Top) Mongolian museum specimens digitized in GBIF, by country of curation. (D) (Bottom) Mongolian occurrence records in GBIF, by decade.
Fig. 2. The impact of Mongolian collections, and solutions for realizing their potential.
Global natural history infrastructure requires international solidarity, support, and investment in local capacity

January 2025

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233 Reads

Proceedings of the National Academy of Sciences

Amid global challenges like climate change, extinctions, and disease epidemics, science and society require nuanced, international solutions that are grounded in robust, interdisciplinary perspectives and datasets that span deep time. Natural history collections, from modern biological specimens to the archaeological and fossil records, are crucial tools for understanding cultural and biological processes that shape our modern world. At the same time, natural history collections in low and middle-income countries are at-risk and underresourced, imperiling efforts to build the infrastructure and scientific capacity necessary to tackle critical challenges. The case of Mongolia exemplifies the unique challenges of preserving natural history collections in a country with limited financial resources under the thumb of scientific colonialism. Specifically, the lack of biorepository infrastructure throughout Mongolia stymies efforts to study or respond to large-scale environmental changes of the modern era. Investment in museum capacity and training to develop locally-accessible collections that characterize natural communities over time and space must be a key priority for a future where understanding climate scenarios, predicting, and responding to zoonotic disease, making informed conservation choices, or adapting to agricultural challenges, will be all but impossible without relevant and accessible collections.



Integrative species delimitation reveals an Idaho-endemic ground squirrel, Urocitellus idahoensis (Merriam 1913)

December 2024

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46 Reads

Journal of Mammalogy

The “small-eared” species group of Urocitellus ground squirrels (Sciuridae: Xerinae: Marmotini) is endemic to the Great Basin, United States, and surrounding cold desert ecosystems. Most specific and subspecific lineages in this group occupy narrow geographic ranges, and some are of significant conservation concern; despite this, current taxonomy remains largely based on karyotypic or subtle pelage and morphological characteristics. Here, we leverage 2 multilocus DNA sequence data sets and apply formal species delimitation tests alongside morphometric comparisons to demonstrate that the most widespread small-eared species (U. mollis Kennicott, 1863 sensu lato; Piute Ground Squirrel) is comprised of 2 nonsister and deeply divergent lineages. The 2 lineages are geographically separated by the east-west flowing Snake River in southern Idaho, with no sites of sympatry currently known. Based on robust support across the nuclear genome, we elevate populations previously attributed to U. mollis from north of the Snake River to species status under the name Urocitellus idahoensis (Merriam 1913) and propose the common name “Snake River Plains Ground Squirrel” for this taxon. We delimit 2 subspecies within U. idahoensis; U. i. idahoensis (Merriam 1913) in western Idaho and U. i. artemesiae (Merriam 1913) in eastern Idaho. Urocitellus idahoensis is endemic to Idaho and has a maximal range area of roughly 29,700 km2 spanning 22 counties but occurs discontinuously across this area. Our work substantially expands knowledge of ground squirrel diversity in the northern Great Basin and Columbia Plateau and highlights the difficulty in delimiting aridland mammals whose morphological attributes are highly conserved.


Orientia, Rickettsia, and the microbiome in rodent attached chiggers in North Carolina, USA

December 2024

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48 Reads

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1 Citation

Chiggers are larval mites that pose a significant health risk globally via the spread of scrub typhus. However, fundamental studies into the bacterial microbiome in North America have never been considered. In this investigation, chiggers were collected in the wild from two locally common rodent host species (i.e., Sigmodon hispidus and Peromyscus leucopus) in three different ecoregions of North Carolina (NC), United States to investigate the composition of their bacterial communities, including potential pathogens. DNA was extracted from the chiggers, and the V3-V4 regions of the bacterial 16S rRNA gene were sequenced using next-generation sequencing (NGS). Alpha diversity metrics revealed significant differences in bacterial diversity among different collection counties. Beta diversity metrics also revealed that bacterial communities across counties were significantly different, suggesting changes in the microbiome as the environment changed. Specifically, we saw that the two western NC collection counties had similar bacterial composition as did the two eastern collection counties. In addition, we found that the chigger microbiome bacterial diversity and composition differed between rodent host species. The 16S rRNA sequence reads were assigned to 64 phyla, 106 orders, 199 families, and 359 genera. The major bacterial phylum was Actinobacteria. The most abundant species were in the genera Corynebacterium, Propionibacterium, class ZB2, and Methylobacterium. Sequences derived from potential pathogens within the genera Orientia and Rickettsia were also detected. Our findings provide the first insights into the ecology of chigger microbiomes in the US. Further research is required to determine if the potential pathogens found detected in chiggers are a threat to humans and wildlife.


Linear discriminant (LD) analysis plots of 26 species for eight craniodental traits (right) and nine gastrointestinal traits (left). Species are plotted according to their scores on the first two discriminant axes for each analysis.
Nonmetric multidimensional scaling (NMDS) plots of 22 small mammal communities used in this study and their constituent species. The same ordination is plotted with (A) sites colored by broad latitudinal bin and species unlabeled; (B) species colored by clade.
Separate general linear regressions of (A) community mean total gastrointestinal (GI) tract length and (B) functional dispersion of GI tract length versus latitude for 22 Appalachian small mammal communities.
Effect plots from the environmental regressions of community gastrointestinal (GI) tract metrics. Top: community mean GI tract length versus temperature seasonality (left) and precipitation seasonality (right). Bottom: functional dispersion of GI tract length versus temperature seasonality (left) and precipitation seasonality (right). All regressions are for 22 total communities.
Gastrointestinal morphology is an effective functional dietary proxy that predicts small mammal community structure

October 2024

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71 Reads

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1 Citation

The availability and quality of food resources can alter the intensity of competition and predation pressure within communities. Understanding species capacity to respond to global change‐driven shifts in resource distribution is therefore crucial for biodiversity conservation. Small mammal communities are often structured by competition for food resources, but understanding and monitoring these processes are currently hindered by lack of functional dietary trait information in these hard‐to‐sample systems. In this study, we collected a comprehensive suite of gastrointestinal (GI) measurements from 26 small mammal species (including some never reported), compared them with more traditional craniodental traits in predicting dietary guild, and used them in a novel way to understand how diet structures 22 small mammal communities across the Appalachian Mountains of eastern North America. As predicted, we found GI traits to be effective dietary trait proxies; they were equally or more accurate than craniodental proportions in predicting the dietary guild of individual species. Furthermore, at the community level, we found that both the mean and functional dispersion of GI length were positively correlated with latitude and measures of temperature seasonality. Our results indicate that small mammal communities in more seasonal environments are filtered to include species with longer GI tracts (on average) as well as those that can partition food resources more finely, as expected based on the lower productivity of these regions. Conversely, communities in less seasonal environments display functional redundancy from the addition of species with short to intermediate GI lengths. Proportions of the GI tract represent novel dietary traits that can illuminate community assembly processes across regional environmental gradients and in the face of changing timing and availability of resources.


Integrating animal tracking and trait data to facilitate global ecological discoveries

May 2024

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164 Reads

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1 Citation

Understanding animal movement is at the core of ecology, evolution, and conservation science. Big data approaches for animal tracking have facilitated impactful synthesis research on spatial biology and behavior in ecologically important and human-impacted regions. Similarly, databases of animal traits (e.g., body size, limb length, locomotion method, lifespan) have been used for a wide range of comparative questions, with emerging data being shared at the levels of individuals and populations. Here, we argue that the proliferation of both types of publicly available data creates exciting opportunities to unlock new avenues of research, such as spatial planning and ecological forecasting, across a diverse range of species. We assessed the feasibility of combining animal tracking and trait databases to develop and test hypotheses across geographic, temporal, and biological allometric scales. We identified multiple research questions addressing performance and distribution constraints that could be answered by integrating trait and tracking data. For example, how do physiological (e.g., metabolic rates) and biomechanical traits (e.g., limb length, locomotion form) influence migration distances? How does habitat type influence movement metrics such as speed and energetic cost? We illustrate the potential of our framework with three case studies that effectively integrate trait and tracking data for comparative research. An important challenge ahead is the lack of taxonomic and spatial overlap in trait and tracking databases. We identify critical next steps for future integration of tracking and trait databases, with the most impactful being open and interlinked individual-level data. Coordinated efforts to combine trait and tracking databases will accelerate global ecological and evolutionary insights and inform conservation and management decisions in our changing world.


(A) Spatial distribution of embryo count records used in this study, colored according to major phylogenetic clade. (B) General linear regressions illustrating relationships between litter size and latitude for all species studied and arranged by clade. The litter size is used as the response variable.
Phylogenetic tree of mammal species included in this study. Colors at tips indicate species average litter sizes, calculated from the data assembled in this study. Litter size displayed weak but statistically significant phylogenetic signal (Blomberg's K = 0.33, p < 0.01).
Differences between average embryo counts calculated for species in this study versus those contained in three published community‐curated trait databases. For each comparison (this study versus Ernest 2003, PanTHERIA or COMBINE), differences for all species were converted to percentages and plotted as histograms.
Interactive effects of four long‐term climate variables on litter size from linear mixed models. Variables include: Hargreave's reference evapotranspiration index (EVAP), continentality (CONT), mean annual precipitation (MAP), and relative humidity (RH). Shading s represent 95% confidence intervals. Hargreave's evapotranspiration index represents an integrative proxy of temperature and solar radiation.
Differences in litter size allometries (i.e. litter size ~ body size) among the 39 species in our taxon set. (a) Model predictions of litter size with respect to individual body size for the entire data set, from the top‐ranked linear mixed model. Each regression line and set of points corresponds to a species. (b) Forest plot of random slope estimates from the same top‐ranked linear model, grouped by broad taxonomic clade. Species are colored by clade in both (a) and (b), as indicated by the y‐axis in panel (b). ‘OW‘ = Old World, ‘NW‘ = New World.
New insight into drivers of mammalian litter size from individual‐level traits

October 2023

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62 Reads

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4 Citations

The digitization and open availability of life history traits measured directly from individuals provide a key means of linking organismal function to environmental and ecological contexts at fine resolution. These linkages play a critical role in understanding trait‐mediated response to global change, with particular need to resolve them for taxa that are secretive and hard to monitor, like most mammals. In this study, we use digitized museum specimen and census data to document how climate and body size each shape a key life history trait – litter size – in 39 small mammals across North America. We employ mixed models to test associations between litter size, climate and body size, with a focus on joint estimation of inter‐ and intraspecific trends. Among species, no single climate predictor explained a large amount of litter size variation. Instead, interactions between temperature‐related (continentality, solar irradiation) and moisture‐related (annual precipitation, relative humidity) indices, along with body size, exert a stronger influence on litter size. We observed maximal litter sizes for species inhabiting seasonal or xeric regions under conditions of increased moisture availability, or conversely, mesic or aseasonal regions under conditions of reduced moisture availability. These patterns are consistent with primary productivity as a mechanistic driver of litter size. At the intraspecific level, litter size responds to continentality and temperature‐related indices experienced by populations, but is most strongly shaped by body size of individual females. We also find evidence of phylogenetic covariation in these intraspecific trends. Our study demonstrates how life history traits assembled from individual‐level biodiversity records improve precision and granularity of ecological studies, help to parse among‐ and within‐species trends, and foster improved understanding of tradeoffs between energetic supply and demand (e.g. reproduction) in wild mammals.


Fig. 1.-Stable isotope signatures (δ 15 N and δ 13 C) of Peromyscus maniculatus liver tissue, binned by season.
Fig. 3.-Boxplots of Peromyscus maniculatus scaled gastrointestinal tract length by month. Each boxplot reflects the median (center line), first and third quartile (box edges), and ±1.58 time the interquartile range (whiskers).
Fig. 4.-Boxplots of the ratio of large intestine: small intestine length (top) and wet mass (bottom), binned by season.
Fig. 5.-Top-ranking polynomial regressions of scaled length (top) and wet mass (bottom) of four gastrointestinal tract sections. regressions were evaluated for each section (stomach, small and large intestines, and cecum) and the total scaled gastrointestinal length. Each regression was scaled by the mean value of each section.
Seasonal and sex-specific changes in the gastrointestinal tracts of Peromyscus maniculatus

September 2023

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34 Reads

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3 Citations

Journal of Mammalogy

Functional traits are phenotypic characteristics that contribute to fitness of individuals in dynamic and changing environments. In mammals, both categorical and continuous (e.g., quantitative) functional traits have been extensively utilized as proxies for diet, locomotion, and other aspects of species ecology, but there has been less focus on form and function of soft tissues. This is particularly true for the digestive system, which varies in size and complexity across Class Mammalia and plays a major role in the energetics of species. To guide more effective utilization of gastrointestinal (GI) morphology as a functional proxy in small mammal ecology, we examined how GI tracts (lengths and masses of four GI sections) varied within a population of deer mice (Peromyscus maniculatus) in the Southern Appalachian Mountains of North Carolina, United States. We collected samples of adult P. maniculatus monthly for 1 year and measured GI tracts to quantify variation with respect to seasonality and trophic level, providing insight into plasticity in this soft tissue trait over time. We found that season had a significant effect on the total length and wet mass of the GI tract, with January mice having the longest GI tracts and lengths being shortest in the summer. The relative shortening of the GI tract in summer corresponded with a partial trophic increase detected by stable isotope signatures. GI length and wet mass also were affected by reproduction, but males and females responded in sex-specific ways to demands of reproduction, with reproductively active males having shorter and lighter GI tracts than nonreproductively active males. Our study provides proof-of-concept for understanding population-level plasticity in a rarely collected soft tissue trait, which may also be complementary to standard craniodental measurements as a functional dietary proxy to understand mammalian ecology and community assembly.


Sex‐specific breeding phenologies in the North American deer mouse (Peromyscus maniculatus)

December 2022

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52 Reads

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3 Citations

Effects of global climate change on population persistence are often mediated by life‐history traits of individuals, especially the timing of somatic growth, reproductive development, and reproduction itself. These traits can vary among age groups and between the sexes, a result of differential life‐history tactics and levels of lifetime reproductive investment. Unfortunately, the trait data necessary for revealing sex‐specific breeding behaviors and use of breeding cues over reasonably large geographic areas remain sparse for most taxa. In this study, we assembled and analyzed a new reproductive trait base for the North American deer mouse (Peromyscus maniculatus) from digitized natural history specimens and field censuses. We used the data to reconstruct sex‐specific breeding phenologies and their drivers within and among North American ecoregions. Male and female phenologies varied across the geographic range of this species, with discordance in timing and intensity being highest in regions of lower seasonality (and longer breeding seasons). Reliance on environmental variables as breeding cues also appeared to vary in a sex‐specific manner, being most similar for photoperiod and least similar for temperature (positive male response and negative female response); in addition, model validation indicated that phenological models generalized better for males than for females. Finally, our individual‐level trait data also show that male reproductive investment (quantified as relative testis size) varies across the vastly different abiotic and social (i.e., female breeding) contexts studied here. By harmonizing across a broad set of digital data resources, we demonstrate the potential to uncover drivers of phenological variation within species and inform global change predictions at multiple scales of biological organization.


Citations (33)


... In the absence or delay of antibiotic therapy, the disease can progress to respiratory distress, pneumo nitis, meningitis, systemic vascular collapse, shock, multiorgan failure, and death (3)(4)(5). Non-travel related cases of scrub typhus, as well as serologic and molecular detection of Orientia DNA in the United Arab Emirates, several African countries, Peru, Chile, and the United States, signify the disease as an emerging global health threat (6)(7)(8)(9)(10)(11)(12)(13). ...

Reference:

Orientia tsutsugamushi alters the intranuclear balance of cullin-1 and c-MYC to inhibit apoptosis
Orientia, Rickettsia, and the microbiome in rodent attached chiggers in North Carolina, USA

... The digestive tract of animals has fascinated comparative anatomists for centuries (Mitchell, 1901, Mitchell, 1903-6, Mitchell, 1916, Stevens and Hume, 1995, Langer, 2017, Smith et al., 2017, Chapman and McLean, 2024, possibly because these complex organs presents marked differences between species that otherwise appear relatively similar in morphology. Such differences have since been linked to ecological niches, most prominently diet. ...

Gastrointestinal morphology is an effective functional dietary proxy that predicts small mammal community structure

... It is worth noting, however, that the interplay between sociality and life history traits extends beyond reproduction and survival, influencing factors like dispersal patterns [104] not taken into account in the present study. To understand this complexity, future work must consider species-specific adaptations and ecological contexts and their dispersal/migration abilities, employing a combination of field observations, experimental manipulations [105] and modelling approaches based on big data [106]. ...

Integrating animal tracking and trait data to facilitate global ecological discoveries

... For example, intraspecific studies have provided insight into macro-scale spatiotemporal patterns of variation in body size (Hantak et al., 2021) and breeding phenology McLean and Guralnick, 2021). Likewise, interspecific studies have discovered the drivers of litter size (Weller et al., 2024), lifespan (Healy et al., 2014), urban tolerance (Neate-Clegg et al., 2023) and rates of contemporary change (Zimova et al., 2023), and underscored the importance of continuous multivariate trait data at large scales . Some meta-analyses have linked traits including physiological parameters with behavioral states and activity levels (Wu and Seebacher, 2022;Mathot et al., 2019;Arnold et al., 2021), but movement data are often lacking from these macroecological studies. ...

New insight into drivers of mammalian litter size from individual‐level traits

... Vanilla spray yielded the lowest probability of ant presence with or without the application of ant spray, showcasing that this bait could be used at sites where chemical use is prohibited. We suggest further studying the attractiveness of vanilla spray to trap small mammals but note that recent studies have used diluted vanilla spray with high success rates (Chapman and McLean 2023). However, if a trapping study is targeting a specific species, it is important to consider food preferences when determining bait type (Harkins, Keinath, and Ben-David 2019). ...

Seasonal and sex-specific changes in the gastrointestinal tracts of Peromyscus maniculatus

Journal of Mammalogy

... These and other studies (e.g. [27,28]) demonstrate how the analysis of individual phenological variation can reveal the relative contribution of plasticity to long-term phenological trends [20,[29][30][31]. ...

Sex‐specific breeding phenologies in the North American deer mouse (Peromyscus maniculatus)

... databases of databases, e.g. Soria et al., 2021;Balk et al., 2022;Myhrvold et al., 2015). For example, COMBINE (a COalesced Mammal dataBase of INtrinsic and Extrinsic traits; Soria et al., 2021) contains information on 54 traits for 6234 extant and recently extinct mammal species, including information on morphology, reproduction, diet, life habit, phenology, behavior and home range. ...

A solution to the challenges of interdisciplinary aggregation and use of specimen-level trait data

iScience

... The five sciurid species that occur in our region include the pygmy squirrel (Sciurillus pusillus), which is often placed in its own tribe or subfamily in recognition of its wide phenotypic and genetic divergence from other squirrels (Mercer and Roth, 2003;Vivo and Carmignotto, 2015;Abreu et al., 2022). The remaining four species in our region belong to a monophyletic, predominantly Neotropical radiation of tree squirrels (Sciurinae: Sciurini) that has usually been partitioned among two or more genera based on morphological characters that are now known to be homoplastic (e.g., mammary counts and numbers of premolars; Abreu et al., 2020b). ...

Old specimens for old branches: Assessing effects of sample age in resolving a rapid Neotropical radiation of squirrels
  • Citing Article
  • July 2022

Molecular Phylogenetics and Evolution

... We estimated diel activity for mammal species that had > 70 total events in multiple HLU levels, pooled across time periods or in both time periods, pooled across HLU levels using the 'activity' package in R (Rowcliffe et al. 2014). We excluded multiple species of rats and mice (hereafter rodents) from the analysis, as they can be difficult to identify at the species level using camera traps (Kays et al. 2022b). ...

Which mammals can be identified from camera traps and crowdsourced photographs?

Journal of Mammalogy

... Recently, Hoisington-Lopez et al. (2012) elevated subspecies within U. brunneus, thereby recognizing a sixth species (U. endemicus). These sister taxa are minimally diverged genetically (Hoisington-Lopez et al. 2012;McLean et al. 2016McLean et al. , 2022 but exhibit other differences (Yensen 1991;Hoisington-Lopez et al. 2012). For the purposes of this study, we combine individuals assignable to the brunneus and endemicus lineages under U. brunneus given our limited sampling of morphological and genetic characters for either lineage and thus inability to further test Hoisington-Lopez et al.'s (2012) taxonomic hypothesis. ...

SNP-based Phylogenomic Inference in Holarctic Ground Squirrels (Urocitellus)
  • Citing Article
  • January 2022

Molecular Phylogenetics and Evolution