Disentangling the evolutionary history and biogeography of hill partridges (Phasianidae, Arborophila) from low coverage shotgun sequences

https://doi.org/10.1016/j.ympev.2020.106895Get rights and content

Highlights

  • A phylogenomic analysis of the galliform genus Arborophila is presented.

  • 14 of 15 Arborophila species were analyzed, six were from museum specimens.

  • Various data types extracted from mapping from low coverage shotgun sequencing.

  • Their evolution was influenced by geological and climatic events in Southeast Asia.

Abstract

The advent of the phylogenomic era has significantly improved our understanding of the evolutionary history and biogeography of Southeast Asia’s diverse avian fauna. However, the taxonomy and phylogenetic relationships of many Southeast Asian birds remain poorly resolved, especially for those with large geographic ranges, which might have experienced both ancient and recent geological and environmental changes. In this study, we examined the evolutionary history and biogeography of the hill partridges (Galliformes: Phasianidae: Arborophila spp.), currently the second most speciose galliform genus, and thought to have colonized Southeast Asia from Africa. We present a well‐resolved phylogeny of 14 Arborophila species inferred from ultra-conserved elements, exons, and mitochondrial genomes from both fresh and museum samples, which representing almost complete coverage of the genus. Our fossil-calibrated divergence time estimates and biogeographic modeling showed the ancestor of Arborophila arrived in Indochina during the early Miocene, but the initial divergence within Arborophila did not occur until ~10 Ma when global cooling intensified. Subsequent dispersal and diversification within Arborophila were driven by several tectonic and climatic events. In particular, we found evidence of rapid radiation in Indochinese Arborophila during the Pliocene global cooling and extensive dispersal and speciation of Sundaic Arborophila during the Pleistocene sea-level fluctuations. Taken together, these results suggest that the evolutionary history and biogeography of Arborophila were influenced by complex interactions among historical, geological and climatic events in Southeast Asia.

Introduction

Southeast Asia hosts extremely high species richness of terrestrial taxonomic groups (Myers et al., 2000, Sodhi et al., 2004), especially for birds (Jetz et al., 2012, Jetz et al., 2014). Studies on the origin and evolution of birds in Southeast Asia have long been a hot topic since Alfred Russel Wallace (e.g., Lohman et al., 2011, Päckert et al., 2012). Recent studies suggest that tectonic and climatic events form the major drivers for the origin and evolution of the remarkable avian components and richness in Southeast Asia (Sheldon et al., 2015). For examples, ancient tectonic events with the associated climatic changes allowed taxa originating in Laurasia (e.g., Coraciiformes and Trogonidae; Andersen et al., 2018, Oliveros et al., 2019a), the Australian landmass (e.g., Passeriformes, Psittaciformes, Columbiformes; Cibois et al., 2017, Moyle et al., 2016, Oliveros et al., 2019b, Schweizer et al., 2010) and Africa (e.g., Galliformes and Bucerotidae; Cai et al., 2018, Gonzalez et al., 2013) to disperse into Southeast Asia. And more recently, Pleistocene sea-level fluctuations caused islands in Southeast Asia to repeatedly sunder and fuse with each other and/or the mainland, which facilitated divergences among populations and closely related species across islands and mainland that are currently separated (e.g., Lohman et al., 2011, Rheindt et al., 2020, Woodruff, 2010). Although these higher-level phylogenetic and population-level phylogeographic studies have significantly improved our knowledge on the evolution of Southeast Asia’s avian fauna, few studies have undertaken species-level phylogeny of particular taxonomic groups that have experienced both ancient and recent tectonic and climatic events (but see den Tex and Leonard, 2013). The hill partridges (Arborophila) are thought to be an early colonizer into Southeast Asia from Africa and is currently speciose (Crowe et al., 2006, del Hoyo et al., 2019, Madge and McGowan, 2002), making it an ideal group to study and disentangle the effect of both ancient and recent tectonic and climatic changes on the diversification of Southeast Asian birds.

The hill partridges are a genus of small, rotund galliforms. They are currently distributed in the forests of the Sundaic region (Borneo, Sumatra, Java, and the Malay Peninsula), Indochina, the Himalayas, Hengduan Mountains, South China and Taiwan island (Johnsgard, 1988, Madge and McGowan, 2002; Fig. 1). Previous studies showed that Arborophila and other Sundaic partridges (i.e., Caloperdix, Rollulus, and Melanoperdix) are phylogenetically closer to the African partridge genus Xenoperdix (Crowe et al., 2006, Hosner et al., 2016b, Wang et al., 2017b). These cross-continent relationships were thought to have originated from dispersal events between Africa and Asia during the late Oligocene (Sheldon et al., 2015, Wang et al., 2017b). Arborophila is the second largest genus within the order Galliformes after the African francolin genus Pternistis (del Hoyo et al., 2019). It contains 1519 species after excluding members of the recently revived genus Tropicoperdix (Chen et al., 2015a, Gill and Donsker, 2019). Different taxonomic treatments on two species complex, A. orientalis–sumatrana–campbelli–rolli and A. cambodiana–diversa, lead to the varied recognition of species-level taxonomic changes (Davison, 1982, del Hoyo et al., 2019, Gill and Donsker, 2019, Madge and McGowan, 2002). However, setting aside these taxonomic uncertainties surrounding the two species complex, the phylogeny of the 15 taxonomically uncontroversial species has so far been poorly investigated. Earlier hypotheses on the interspecific relationships within Arborophila have been mainly based on plumage similarities (Cheng, 1978, Davison, 1982, Johnsgard, 1988), which were subsequently weakened by more recent molecular phylogenies (Wang et al., 2013; Fig. S1). Until now, fewer than ten Arborophila species have been available for molecular phylogenetic analyses, and the hypothesized relationships have varied among different studies (e.g., Chen et al., 2015a, Wang et al., 2013, Yan et al., 2017). The low species coverage and inconsistent phylogenetic relationships of existing studies have thus hindered our understanding of the evolutionary history of Arborophila and the potential roles of geological shifts and climate fluctuations in the diversification and biogeography of this speciose genus.

Hill partridges are cryptic undergrowth dwellers of tropical and subtropical forest, with sedentary habits (Madge and McGowan, 2002). The populations of many hill partridge species are in decline due to the on-going habitat loss and five species are listed as threatened species by the International Union for Conservation of Nature (IUCN, 2019). It is thus challenging to obtain fresh samples. Natural history museum collections are valuable repositories for evolutionary and phylogenetic studies and next-generation DNA sequencing (NGS) provides feasible ways to obtain orthologous loci from museum specimens (Bi et al., 2013). Sequence capture and low coverage shotgun sequencing are two commonly used NGS methods for phylogenetic questions from museum specimens (e.g., Chen et al., 2018, McCormack et al., 2016), and low coverage shotgun sequencing can yield comparable amounts of different types of orthologous loci (e.g., UCEs, exons, mitochondrial genomes) (Chen et al., 2018).

In this study, we examined the molecular phylogeny for 14 of 15 taxonomically uncontroversial Arborophila species based on genome-wide genetic markers including ultraconserved elements (UCEs), exons, and mitochondrial genomes. After determining the phylogenetic relationships, we conducted molecular dating and ancestral area reconstruction to infer the evolutionary and biogeographic histories of Arborophila. Through these efforts, our results clearly showed that the evolution of Arborophila was affected by a series of both ancient and recent, global and regional tectonic and climatic events.

Section snippets

Sampling, sequencing and read filtering

We obtained sequence data for 14 taxonomically uncontroversial Arborophila species except for A. davidi which has a very restricted geographical distribution (Madge and McGowan, 2002; Fig. 1). Sequence data of two species (A. rufipectus and A. rufogularis) were obtained from GenBank (Table 1). We used sequence data from the 250 base pairs (bp) paired-end library from the whole genome project of A. rufipectus (Zhou et al., 2019). Sequence data of A. rufogularis was generated by sequence capture

Recovery of UCEs, exons, and mitochondrial genomes

We successfully obtained a large number of UCE loci from low coverage shotgun sequencing reads originating from both wild and museum specimens (Table 1). The recovery of UCE loci (mean 4,454) and nucleotides (mean 2,332,376) from RCA of the six fresh samples were very similar to the yield from sequence capture of UCEs (e.g., Hosner et al., 2016b, Hosner et al., 2017). For the six museum-derived species samples, mapping outperformed RCA in both the loci and nucleotides recovered (Table S3),

Discussion

We successfully obtained highly supported phylogenetic relationships among 14 of the 15 taxonomically uncontroversial Arborophila species except for A. davidi (Fig. 2). A. davidi has a very small distribution in southern Vietnam and adjacent eastern Cambodia (Nguyen et al., 2014), it has been thought to be closely related to another Indochinese species A. brunneopectus (Madge and McGowan, 2002; Fig. 1). Recent checklists of birds of the world have treated the A.

Conclusion

In conclusion, drawing on the most comprehensive and robust phylogeny of Arborophila and related Sundaic partridges, we found that the evolution of these Southeast Asian partridges was affected by a series of tectonic and climatic events after the arrival of their ancestors from Africa. Consistent with the patterns observed in global avian diversification, the diversification of Arborophila accelerated during periods of global cooling (Claramunt and Cracraft, 2015), especially in the late

Data accessibility

Sequence read files were uploaded to NCBI GenBank accessible through NCBI Project number PRJNA597194. The mitochondrial genomes from the 12 newly sequenced Arborophila species were submitted to NCBI GenBank, MN868238 to MN868249. Mitochondrial, UCE and exon sequences for Arborophila species were also deposited in Mendeley Data, as well as sequence alignments and tree files, DOI: https://doi.org//10.17632/sy4y7y5xns.2.

Funding

This work was supported by the National Natural Science Foundation of China (31601839), the National Key Program of Research and Development, Ministry of Science and Technology (2016YFC0503200), and the Fundamental Research Funds for the Central Universities (2017NT09).

CRediT authorship contribution statement

De Chen: Conceptualization, Resources, Formal analysis, Writing - review & editing. Yang Liu: Conceptualization, Resources, Formal analysis, Writing - review & editing. Geoffrey Davison: Conceptualization, Resources, Writing - review & editing. Ding Li Yong: Resources, Writing - review & editing. Shenghan Gao: Formal analysis, Writing - review & editing. Junhua Hu: Formal analysis, Writing - review & editing. Shou-Hsien Li: Conceptualization, Writing - review & editing. Zhengwang Zhang:

Acknowledgments

We thank the Lee Kong Chian Natural History Museum (Kelvin Lim) and the Natural History Museum at Tring (Mark Adams) for their help with the collection and provision of museum samples. We are grateful to Liang Xu to grant us his artworks of hill partridges in Fig. 3. We also thank editors and two anonymous reviewers whose feedback helped to improve the manuscript substantially.

References (76)

  • Y. Shi

    Characteristics of late quaternary monsoonal glaciation on the tibetan plateau and in east Asia

    Quat. Int.

    (2002)
  • N.S. Sodhi et al.

    Southeast Asian biodiversity: an impending disaster

    Trends Ecol. Evol.

    (2004)
  • N. Wang et al.

    Historical relationships of three enigmatic phasianid genera (Aves: Galliformes) inferred using phylogenomic and mitogenomic data

    Mol. Phylogenet. Evol.

    (2017)
  • Y. Yu et al.

    RASP (reconstruct ancestral state in phylogenies): a tool for historical biogeography

    Mol. Phylogenet. Evol.

    (2015)
  • Z. An et al.

    Evolution of asian monsoons and phased uplift of the himalaya-tibetan plateau since late miocene times

    Nature

    (2001)
  • M.J. Andersen et al.

    A phylogeny of kingfishers reveals an Indomalayan origin and elevated rates of diversification on oceanic islands

    J. Biogeogr.

    (2018)
  • K. Bi et al.

    Unlocking the vault: next-generation museum population genomics

    Mol. Ecol.

    (2013)
  • BirdLife International and Handbook of the Birds of the World

    Bird species distribution maps of the world

    Version

    (2018)
  • A.M. Bolger et al.

    Trimmomatic: a flexible trimmer for Illumina sequence data

    Bioinformatics

    (2014)
  • T. Cai et al.

    What makes the Sino-Himalayan mountains the major diversity hotspots for pheasants?

    J. Biogeogr.

    (2018)
  • J. Che et al.

    Spiny frogs (Paini) illuminate the history of the Himalayan region and Southeast Asia

    Proc. Natl. Acad. Sci.

    (2010)
  • D. Chen et al.

    Revival of the genus Tropicoperdix Blyth 1859 (Phasianidae, Aves) using multilocus sequence data

    Zool. J. Linn. Soc.

    (2015)
  • Cheng, T.H., 1978. Fauna Sinica: Aves. Galliformes. Vol, 4. Science Press (in Chinese), Academia Sinica,...
  • J. Chifman et al.

    Quartet inference from SNP data under the coalescent model

    Bioinformatics

    (2014)
  • S. Claramunt et al.

    A new time tree reveals Earth history’s imprint on the evolution of modern birds

    Sci. Adv.

    (2015)
  • T.M. Crowe et al.

    Phylogenetics, biogeography and classification of, and character evolution in, gamebirds (Aves: Galliformes): effects of character exclusion, data partitioning and missing data

    Cladistics

    (2006)
  • D. Darriba et al.

    Prediction of missing sequences and branch lengths in phylogenomic data

    Bioinformatics

    (2016)
  • G.W.H. Davison

    Systematics within the genus Arborophila Hodgson

    Federal Museum J.

    (1982)
  • M. de Bruyn et al.

    Borneo and indochina are major evolutionary hotspots for southeast Asian biodiversity

    Syst. Biol.

    (2014)
  • del Hoyo, J., Elliott, A., Sargatal, J., Christie, D.A., Kirwan, G., 2019. Handbook of the Birds of the World Alive....
  • K. Delhey et al.

    Reconciling ecogeographical rules: rainfall and temperature predict global colour variation in the largest bird radiation

    Ecol. Lett.

    (2019)
  • B.C. Faircloth

    PHYLUCE is a software package for the analysis of conserved genomic loci

    Bioinformatics

    (2016)
  • B.C. Faircloth et al.

    Ultraconserved Elements Anchor Thousands of Genetic Markers Spanning Multiple Evolutionary Timescales

    Syst. Biol.

    (2012)
  • Gill, F., Donsker, D., 2019. IOC World Bird List (v9.1). doi :...
  • M.G. Grabherr et al.

    Full-length transcriptome assembly from RNA-Seq data without a reference genome

    Nat. Biotechnol.

    (2011)
  • P.A. Hosner et al.

    Avoiding Missing Data Biases in Phylogenomic Inference: An Empirical Study in the Landfowl (Aves: Galliformes)

    Mol. Biol. Evol.

    (2016)
  • P.A. Hosner et al.

    How do seemingly non-vagile clades accomplish trans-marine dispersal? Trait and dispersal evolution in the landfowl (Aves: Galliformes)

    Proc. Royal Society B: Biological Sci.

    (2017)
  • IUCN, 2019. The IUCN Red List of Threatened Species. Version 2019-1. http://www.iucnredlist.org. Downloaded on 21 March...
  • View full text