Luke C. Campillo's research while affiliated with University of Hawaiʻi at Mānoa and other places

What is this page?


This page lists the scientific contributions of an author, who either does not have a ResearchGate profile, or has not yet added these contributions to their profile.

It was automatically created by ResearchGate to create a record of this author's body of work. We create such pages to advance our goal of creating and maintaining the most comprehensive scientific repository possible. In doing so, we process publicly available (personal) data relating to the author as a member of the scientific community.

If you're a ResearchGate member, you can follow this page to keep up with this author's work.

If you are this author, and you don't want us to display this page anymore, please let us know.

Publications (15)


Genomic and geographic diversification of a “great-speciator” ( Rhipidura rufifrons )
  • Article

September 2022

·

65 Reads

·

8 Citations

Ornithology

Lukas B Klicka

·

Luke C Campillo

·

Joseph D Manthey

·

[...]

·

The radiation of so-called “great speciators” represents a paradox among the myriad of avian radiations endemic to the southwest Pacific. In such radiations, lineages otherwise capable of dispersing across vast distances of open ocean differentiate rapidly and frequently across relatively short geographic barriers. Here, we evaluate the phylogeography of the Rufous Fantail (Rhipidura rufifrons). Although a presumed “great-speciator”, no formal investigations across its range have been performed. Moreover, delimitation of lineages within R. rufifrons, and the biogeographic implications of those relationships, remain unresolved. To investigate whether R. rufifrons represents a great speciator we identified thousands of single nucleotide polymorphisms for 89 individuals, representing 19 described taxa. Analyses recovered 7 divergent lineages and evidence of gene flow between geographically isolated populations. We also found plumage differences to be a poor proxy for evolutionary relationships. Given the relatively recent divergence dates for the clade (1.35–2.31 mya), rapid phenotypic differentiation, and evidence for multiple independent lineages within the species complex, we determine that R. rufifrons possesses the characteristics of a great speciator.

Share

Gull Plumages are, and are Not, What They Appear to Human Vision

June 2022

·

48 Reads

Annales Zoologici Fennici

Clear correlations between human and bird visual assessments of color have been documented, and are often assumed, despite fundamental differences in human and avian visual physiology and morphology. Analyses of plumage colors with avian perceptual models have shown widespread hidden inter-sexual and inter-specific color variation among passerines perceived as monochromatic to humans, highlighting the uncertainty of human vision to predict potentially relevant variation in color. Herein, we use reflectance data from 13 Larus gull species as an exemplar data set to study concordance between human vision and avian visual modeling of feather colors near, or below, the human threshold for discrimination. We found little evidence among gulls for sexual dichromatism hidden from human vision, but did find inter-specific color variation among gulls that is not seen by humans. Neither of these results were predictable a priori, and we reassert that reflectance measurements of actual feather colors, analyzed with avian relevant visual models, represent best practice when studying bird coloration.


Figure 1. Map of Philippine Archipelago, adapted from Hosner et al. (2018), with subregions of the Mindanao Pleistocene aggregate island complex (PAIC) shown (Mindanao in yellow and Visayas in blue). Approximate sampling localities are shown as black squares. Note the shallow (120 m) isobath surrounding the entire PAIC.
Figure 2. Maximum likelihood phylogeny for the 75CM dataset. Colours around clades correspond to Figure 1, with Visayan Islands in shades of blue and Mindanao in shades of yellow. Node support was drawn from 1000 rapid bootstrap replicates. Abbreviation: BS, bootstrap. Additional trees can be found in the Supporting Information (Figs S1-S3).
Figure 3. Discriminant Analysis of Principal Components (DAPC) results. The Bayesian information criterion (BIC) model selection supported three genetic clusters (inset, bottom left). Coloration of points follows Figure 1. The bar chart on the right provides a STRUCTURE-like plot of the DAPC cluster assignment for all individuals.
Pairwise estimates of F ST for the 75 and 50% coverage matrices above and below the diagonal, respectively
Genomic differentiation in an endemic Philippine genus (Aves: Sarcophanops ) owing to geographical isolation on recently disassociated islands
  • Article
  • Full-text available

December 2020

·

78 Reads

·

2 Citations

Biological Journal of the Linnean Society

Phylogeographical studies of Philippine vertebrates have demonstrated that genetic variation is broadly partitioned by Pleistocene island aggregation. Contemporary island discontinuity is expected to influence genetic differentiation but remains relatively undocumented, perhaps because the current episode of island isolation started in relatively recent times. We investigated inter- and intra-island population structure in a Philippine endemic bird genus (Sarcophanops) to determine whether genetic differentiation has evolved during the recent period of isolation. We sequenced thousands of genome-wide restriction site associated DNA (RAD) markers from throughout the Mindanao group to assess fine-scale genetic structure across islands. Specifically, we investigated patterns of gene flow and connectivity within and between taxonomic and geographical bounds. A previous assessment of mitochondrial DNA detected deep structure between Sarcophanops samarensis and a sister species, Sarcophanops steerii, but was insufficient to detect differentiation within either species. Analysis of RAD markers, however, revealed structure within S. samarensis between the islands of Samar/Leyte and Bohol. This genetic differentiation probably demonstrates an effect of recent geographical isolation (after the Last Glacial Maximum) on the genetic structure of Philippine avifauna. We suggest that the general lack of evidence for differentiation between recently isolated populations is a failure to detect subtle population structure owing to past genetic sampling constraints, rather than the absence of such structure.

Download


Model-Based Species Delimitation: Are Coalescent Species Reproductively Isolated?

November 2019

·

97 Reads

·

35 Citations

Systematic Biology

A large and growing fraction of systematists define species as independently evolving lineages that may be recognized by analyzing the population genetic history of alleles sampled from individuals belonging to those species. This has motivated the development of increasingly sophisticated statistical models rooted in the multispecies coalescent process. Specifically, these models allow for simultaneous estimation of the number of species present in a sample of individuals and the phylogenetic history of those species using only DNA sequence data from independent loci. These methods hold extraordinary promise for increasing the efficiency of species discovery, but require extensive validation to ensure that they are accurate and precise. Whether the species identified by these methods correspond to the species that would be recognized by alternative species recognition criteria (such as measurements of reproductive isolation) is currently an open question and a subject of vigorous debate. Here we perform an empirical test of these methods by making use of a classic model system in the history of speciation research, flies of the genus Drosophila. Specifically, we use the uniquely comprehensive data on reproductive isolation that is available for this system, along with DNA sequence data, to ask whether Drosophila species inferred under the multispecies coalescent model correspond to those recognized by many decades of speciation research. We found that coalescent based and reproductive isolation based methods of inferring species boundaries are concordant for 77% of the species pairs. We explore and discuss potential explanations for these discrepancies. We also found that the amount of prezygotic isolation between two species is a strong predictor of the posterior probability of species boundaries based on DNA sequence data, regardless of whether the species pairs are sympatrically or allopatrically distributed.


Figure 3) Fitted GAMs for allopatric (left) and sympatric (right) taxa. Note that the smooths are centered on zero to
Figure 4) Boxplots depicting the results of ANOVA test across different levels of pre-or postzygotic isolation.
Figure 5a) This figure compares relationships between prior (dashed) and posterior (solid) gamma distributions of í µí»©
Model-based species delimitation: are coalescent species reproductively isolated?

September 2019

·

87 Reads

A large and growing fraction of systematists define species as independently evolving lineages that may be recognized by analyzing the population genetic history of alleles sampled from individuals belonging to those species. This has motivated the development of increasingly sophisticated statistical models rooted in the multispecies coalescent process. Specifically, these models allow for simultaneous estimation of the number of species present in a sample of individuals and the phylogenetic history of those species using only DNA sequence data from independent loci. These methods hold extraordinary promise for increasing the efficiency of species discovery, but require extensive validation to ensure that they are accurate and precise. Whether the species identified by these methods correspond to the species that would be recognized by alternative species recognition criteria (such as measurements of reproductive isolation) is currently an open question, and a subject of vigorous debate. Here we perform an empirical test of these methods by making use of a classic model system in the history of speciation research, flies of the genus Drosophila . Specifically, we use the uniquely comprehensive data on reproductive isolation that is available for this system, along with DNA sequence data, to ask whether Drosophila species inferred under the multispecies coalescent model correspond to those recognized by many decades of speciation research. We found that coalescent based and reproductive isolation based methods of inferring species boundaries are concordant for 77% of the species pairs. We explore and discuss potential explanations for these discrepancies. We also found that the amount of prezygotic isolation between two species is a strong predictor of the posterior probability of species boundaries based on DNA sequence data, regardless of whether the species pairs are sympatrically or allopatrically distributed.


Maximum likelihood mitogenome tree, which is topologically identical to the nuclear DNA species tree from Manthey et al. (2016), showing concordance of individual gene trees at each node. Concordance between the mitogenome tree and each gene tree is shown (A) without any limit on bipartition support (BS ≥ 0%) and B) with a lower limit on support necessary to be included in the comparison (BS ≥ 50%). The black arrow shows the node that had low bootstrap support in the concatenated mitogenome tree (BS = 57%).
Mitochondrial genomes of the bird genus Piranga: rates of sequence evolution, and discordance between mitochondrial and nuclear markers

July 2019

·

78 Reads

·

11 Citations

Mitochondrial DNA Part B

Mitochondrial DNA Part B

We report the characteristics of the mitochondrial genomes of 22 individuals in the bird genus Piranga, including all currently recognized species in the genus (n = 11). Elements follow the standard avian mitogenome series, including two ribosomal RNA (rRNA) genes, 22 transfer RNA (tRNA) genes, 13 protein coding genes, and the mitochondrial control region. Excluding tRNA sequences, sequence divergence rate was lowest in rRNA genes and highest in genes encoding NADH (specifically ND1, ND2, ND3) and the control region. Gene trees assembled from 16 elements (non-tRNAs) varied greatly in topological concordance compared to the recognized species tree (based on thousands of nuclear loci), with no one gene tree precisely recovering all relationships in the genus. We also investigated patterns of concordance between the mitogenome tree and the nuclear species tree and found some discrepancies. Across non-tRNA gene trees (n = 16), the species tree topology was recovered by as few as three elements at a particular node and complete concordance (i.e. 16/16 gene trees matched the species tree topology) was recovered at only one node. We found mitochondrial gene regions that are often used in vertebrate systematics (e.g. CytB, ND2) recovered nearly the exact same topology as the nuclear species tree topology.


Genomic differentiation in an endemic Philippine genus (Aves: Sarcophanops ) due to geographic isolation on recently disassociated islands

February 2019

·

459 Reads

Phylogeographic studies of Philippine vertebrates have demonstrated that genetic variation is broadly partitioned by Pleistocene island aggregation. Contemporary island discontinuity is expected to influence genetic differentiation, but remains relatively undocumented perhaps because the current episode of island isolation started relatively recently. We investigated inter- and intra-island population structure in a Philippine endemic bird genus ( Sarcophanops ) to determine if genetic differentiation has evolved during the recent period of isolation. We sequenced thousands of genome-wide RAD markers from throughout the Mindanao group to assess fine-scale genetic structure across islands. Specifically, we investigated patterns of gene flow and connectivity within and between taxonomic and geographic bounds. A previous assessment of mitochondrial DNA detected deep structure between Sarcophanops samarensis and sister species, S. steerii , but was insufficient to detect differentiation within either species. Analysis of RAD markers, however, revealed structure within S. samarensis between the islands of Samar/Leyte and Bohol. This genetic differentiation likely demonstrates an effect of recent geographic isolation (post-LGM) on the genetic structure of Philippine avifauna. We suggest that the general lack of evidence for differentiation between recently isolated islands is a failure to detect subtle population structure due to past genetic sampling constraints, rather than the absence of such structure.


Genomic differentiation in an endemic Philippine genus (Aves: Sarcophanops ) due to geographic isolation on recently disassociated islands

February 2019

·

22 Reads

Phylogeographic studies of Philippine vertebrates have demonstrated that genetic variation is broadly partitioned by Pleistocene island aggregation. Contemporary island discontinuity is expected to influence genetic differentiation, but remains relatively undocumented perhaps because the current episode of island isolation started relatively recently. We investigated inter- and intra-island population structure in a Philippine endemic bird genus ( Sarcophanops ) to determine if genetic differentiation has evolved during the recent period of isolation. We sequenced thousands of genome-wide RAD markers from throughout the Mindanao group to assess fine-scale genetic structure across islands. Specifically, we investigated patterns of gene flow and connectivity within and between taxonomic and geographic bounds. A previous assessment of mitochondrial DNA detected deep structure between Sarcophanops samarensis and sister species, S. steerii , but was insufficient to detect differentiation within either species. Analysis of RAD markers, however, revealed structure within S. samarensis between the islands of Samar/Leyte and Bohol. This genetic differentiation likely demonstrates an effect of recent geographic isolation (post-LGM) on the genetic structure of Philippine avifauna. We suggest that the general lack of evidence for differentiation between recently isolated islands is a failure to detect subtle population structure due to past genetic sampling constraints, rather than the absence of such structure.


Map of the Philippine archipelago with highlighted sub-regions of the Mindanao Island Group. Sampling localities are marked by black squares
Species delimitation example of Dicaeum hypoleucum. This complex includes three geographic clades (Zamboanga, Samar/Leyte/Bohol/Dinagat/E. Mindanao, and the Luzon group outside of Mindanao), each corresponding to a distinct genetic cluster identified by the bGMYC model (black boxes identify each clade on the probability matrix) and distinctive plumage differences
Species delimitation of nine Philippine bird lineages. The three criteria used to evaluate species limits are (1) geographic clades, (2) genetic clusters identified with the bGMYC model, and (3) groups identified by fixed differences in plumage/morphology. Congruence between these three criteria is strong evidence for species recognition in Otus, Ceyx melanurus, C. argentatus, Sarcophanops, and Orthotomus
Species delimitation of nine Philippine bird lineages. The three criteria used to evaluate species limits are (1) geographic clades, (2) genetic clusters identified with the bGMYC model, and (3) phenotypic groups identified by fixed differences in plumage/morphology. Congruence between these three criteria is considered strong evidence for additional species recognition within Rhipidura, Ptilocichla, Sterrhoptilus, Irena, Ficedula, and Aethopyga
An integrative species delimitation approach reveals fine-scale endemism and substantial unrecognized avian diversity in the Philippine Archipelago

October 2018

·

1,069 Reads

·

18 Citations

Conservation Genetics

The Philippine archipelago is recognized as a biodiversity hotspot because of its high levels of endemism and numerous threatened species. Avian lineages in the Philippines feature morphologically distinct allopatric taxa, which have been variably treated either as species or subspecies depending on species concepts and recognition criteria. To understand how alternative species limits would alter diversity metrics and patterns of endemism in the Philippines, we selected 19 focal lineages of birds, each containing multiple described taxa within the Mindanao Island Group. We delimited species in an integrative, lineage-based framework using three operational criteria: species must (1) form well-supported, geographically circumscribed clades, (2) be monophyletic with significant genetic differentiation identified by a coalescent model, and (3) feature fixed differences in phenotypic characters. Our criteria identified 40 species from the original 19 focal lineages, a 50–74% increase over recent comprehensive taxonomic treatments. Genetic criteria in isolation identified an additional 10 populations that could be cryptic species in need of further study. We identified fine-scale endemism within the Mindanao Island Group, with multiple unrecognized avian endemics restricted to Samar/Leyte, Bohol Island, and the Zamboanga Peninsula. Genetic and phenotypic information support the hypothesis that polytypic bird species in the Philippines tend to be composed of evolutionarily distinct, range-restricted, allopatric replacements rather than widespread and variable “superspecies”. We conclude that lack of species recognition has resulted in underestimates of species diversity and overlooked fine-scale endemism in the Philippines. Recognizing this diversity would alter conservation priorities, shifting efforts to protect microendemics on smaller islands and finer scale endemic areas within larger islands.


Citations (10)


... Under the 'taxon cycle' framework-the idea that speciation on islands proceeds through phases of range expansion and contraction (Wilson, 1961) -a great speciator has undergone the first two phases of a cycle: an initial expansion followed by a reduction in dispersive behaviour that promotes population differentiation and subspeciation. This pattern can be seen in multiple south-west Pacific birds, including kingfishers (Andersen et al., 2018;DeRaad et al., 2023;O'Connell et al., 2019), corvids (Pepke et al., 2019) and passerines (Estandía, Sendell-Price, Oatley, et al., 2023;Klicka et al., 2023;Pedersen et al., 2018). ...

Reference:

Islands promote diversification within the silvereye clade: a phylogenomic analysis of a great speciator
Genomic and geographic diversification of a “great-speciator” ( Rhipidura rufifrons )
  • Citing Article
  • September 2022

Ornithology

... Thus, geographical isolation is an important factor in genetic differentiation (Duncan et al., 2015;Gao et al., 2021). The effects of geographic isolation on genetic structure have been reported in several species, such as Sarcophanops (Campillo et al., 2020), Orestias ascotanensis (Cruz-Jofré et al., 2016), Weigela coraeensis (Yamada and Maki, 2012), L. capensis, and L. europaeus (Ben Slimen et al., 2008). In this study, phylogenetic trees based on SNP and mtDNA markers (Figures 2A, 3A) showed that Tolai hares were divided into two main clusters (L. ...

Genomic differentiation in an endemic Philippine genus (Aves: Sarcophanops ) owing to geographical isolation on recently disassociated islands

Biological Journal of the Linnean Society

... However, substantial Wallacean and Linnaean shortfalls remain among the vertebrate faunas, and the deep Indigenous knowledge that persists widely today is a key tool to reduce these (e.g. Alabai et al., 2019;DeCicco et al., 2019DeCicco et al., , 2020Jenkins et al., 2008;Lavery et al., 2021;Lavery, Alabai, et al., 2020;Lavery, Posala, et al., 2020;Pollard et al., 2015). People from southern Vangunu continue to hold intimate knowledge of a native species of giant rat known by the Indigenous language name vika. ...

New distributional records of the Blue-faced Parrotfinch (Erythrura trichroa) in the Solomon Islands
  • Citing Article
  • July 2020

The Wilson Journal of Ornithology

... These differences might be due to the different data types, dataset sizes and sampling strategies involved. For example, the phylogenetic tree topologies obtained from the complete mitogenome are not identical to those resulting from individual mitochondrial genes in some avian taxa (Campillo et al. 2019). In addition, the phylogenetic relationships recovered from nuclear segment datasets are inconsistent with those recovered from mitogenomes in some aves (Li et al. 2016a;Campillo et al. 2019). ...

Mitochondrial genomes of the bird genus Piranga: rates of sequence evolution, and discordance between mitochondrial and nuclear markers
Mitochondrial DNA Part B

Mitochondrial DNA Part B

... By these criteria, nuttalli and hudsonia would retain subspecies status within P. hudsonia (according to the priority rule of the Codex). On the other hand, nuttalli and hudsonia lineages show 1) geographic unities; 2) reciprocal monophyly and coalescent-based species delimitation (see, e.g., Rannala and Yang 2003;Fujita et al. 2012 for discussion of these criteria for discrimination a species); and 3) clear phenotype differences-3 criteria of a species rank, suggested by Hosner et al. (2018). In species delimitation practice, genetic and genomic data should be used together with phenotypic and any other traits in the context of integrative taxonomy (Dayrat 2005;Padial et al. 2010;Sangster 2018). ...

An integrative species delimitation approach reveals fine-scale endemism and substantial unrecognized avian diversity in the Philippine Archipelago

Conservation Genetics

... We generated a 396 taxon dataset by combining the 182 new assemblies (including the two crocodilian outgroups) generated as described above with 214 assemblies from several different sources (Hosner et al., 2015;Manthey et al., 2016;Moyle et al., 2016;Campillo et al., 2018;Oliveros et al., 2019a,b). We used PHY-LUCE (Faircloth, 2015) for the remaining data preparation steps following our standard protocols. ...

Genomic data resolve gene tree discordance in spiderhunters (Nectariniidae, Arachnothera )
  • Citing Article
  • December 2017

Molecular Phylogenetics and Evolution

... Gill et al., 2023). Although many phylogenomic studies of birds have used UCE data, most of those studies have focused on relationships within specific avian orders or families (e.g., Hosner et al., 2016;Manthey et al., 2016;Persons et al., 2016;Hosner et al., 2017;Oliveros et al., 2019a,b;Leite et al., 2021;Smith et al., 2022). Thus, efforts to define reliable clades have largely relied on non-UCE data (e.g., Hackett et al., 2008;Jarvis et al., 2014;Prum et al., 2015;Kuhl et al., 2021), making this novel UCE dataset largely independent of the studies used to define reliable clades. ...

Comparison of Target-Capture and Restriction-Site Associated DNA Sequencing for Phylogenomics: A Test in Cardinalid Tanagers (Aves, Genus: Piranga )
  • Citing Article
  • January 2016

Systematic Biology

... Contemporary biotas on Earth show influences of past climatic changes, particularly from glacial cycles over the past 2.5 million years (Hewitt, 2000;Lovette, 2005). Climate oscillations shape genetic diversity and provide isolation necessary for speciation (Hosner, Liu, Peterson, & Moyle, 2015;Klicka, Campillo, Manthey, & Qu, 2015;Lim, Zou, & Sheldon, 2015;Quan, Qu, & Lei, 2015;Reddy & Nyári, 2015). Impacts of climatic oscillations are variable, depending on many factors, including latitude, elevation, topography and the particular ecological requirements of species (Burbrink et al., 2016;Lovette, 2005;Qiao et al., 2016;Stewart, Lister, Barnes, & Dalén, 2010). ...

Comparative phylogeography and niche modeling for three species complexes of SE China (Paradoxornis spp., Pycnonotus spp., Spizixos spp.)
  • Citing Article
  • October 2015

Current Zoology

... Tropical birds occupy diverse habitats and often exhibit strong philopatry and niche specialization compared with their temperate counterparts (Russell et al. 2004). Both philopatry and habitat specialization are thought to promote genetic divergence and reduce gene flow between populations and are understood to be important aspects of speciation for birds (Arguedas and Parker 2000, Salisbury et al. 2012, Smith et al. 2014, Peterson et al. 2015, Khimoun et al. 2016. It is widely understood that avian diversity peaks near the equator, but recent research, using the ecological species concept, suggests that avian diversity is severely underestimated (estimates using molecular tools suggest that the number of bird species may be two to two-and-a-half times greater than currently recognized; Barrowclough et al. 2016). ...

Avian evolution and speciation in the Southeast Asian tropics
  • Citing Article
  • October 2015

Current Zoology