Genetic breaks caused by ancient forest fragmentation: phylogeography of Staudtia kamerunensis (Myristicaceae) reveals distinct clusters in the Congo Basin
African rainforest; Congo Basin; Herbarium; Myristicaceae; Phylogeography; Population genetics; Species delimitation; Staudtia; Forestry; Molecular Biology; Genetics; Horticulture
Abstract :
[en] Documenting species and population diversity is becoming increasingly important as the destruction and degradation of natural ecosystems are leading to a worldwide biodiversity loss. Despite the rapid development of genetic tools, many species remain undocumented and little is known about the diversity of individuals and populations, especially for tropical African plants. In this study, we aim to identify putative hidden species and/or differentiated populations in the tropical African tree Staudtia kamerunensis Warb. (Myristicaceae), a widespread species characterized by a high morphological diversity and a complex taxonomical history. Historical herbarium vouchers were sampled and leaf or cambium samples were collected in the field, dried in silica gel, and subsequently genotyped at 14 microsatellite loci (SSRs), as well as sequenced for two nuclear genes (At103, Agt1) and one plastid region (psbA-trnH). These genetic data were then analyzed using Bayesian clustering, population genetics, and the construction of haplowebs to assess genetic clustering patterns, the distribution of genetic diversity, and genetic differentiation among populations. Multiple genetically differentiated clusters were observed in parapatry throughout Central Africa. Genetic diversity was high and similar among these clusters, apart from the most differentiated populations in southeast Democratic Republic of the Congo (DR Congo), which showed lower levels of genetic diversity. The genetic breaks detected between S. kamerunensis populations are likely not indicative of hidden species but rather result from ancient rainforest fragmentation during cold and dry periods in the Pliocene and/or Pleistocene. The strong genetic divergence between populations in southeast DR Congo could be the result of an ongoing speciation linked to ecological niche differentiation.
Vanden Abeele, Samuel ; Meise Botanic Garden, Meise, Belgium ; Evolutionary Biology and Ecology, Faculté des Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium ; Department of Plant Sciences, University of Cambridge, Cambridge, United Kingdom
Matvijev, Katarina ; Evolutionary Biology and Ecology, Faculté des Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium
Hardy, Olivier J. ; Evolutionary Biology and Ecology, Faculté des Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium
Assumani, Dieu-Merci ; Evolutionary Biology and Ecology, Faculté des Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium ; Faculté de Gestion des Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, Democratic Republic Congo ; Institut National pour l’Etude et la Recherche Agronomiques (INERA - Yangambi), Yangambi, Democratic Republic Congo
Angoboy Ilondea, Bhély ; Institut National pour l’Etude et la Recherche Agronomiques (INERA), Kinshasa, Democratic Republic Congo
Beeckman, Hans ; Service of Wood Biology, Royal Museum for Central Africa, Tervuren, Belgium
Bouka, Gael U. D. ; Faculté des Sciences et Techniques, Laboratoire de Biodiversité de Gestion des Écosystèmes et de L’Environnement, Université Marien NGOUABI, Brazzaville, Democratic Republic Congo
Boupoya, Clay Archange; Institut de Recherche en Ecologie Tropicale (IRET/CENAREST, Libreville, Gabon
Deklerck, Victor ; Royal Botanic Gardens, Kew, Richmond, United Kingdom
Flot, Jean-François ; Evolutionary Biology and Ecology, Faculté des Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium ; Interuniversity Institute of Bioinformatics – (IB)2, Brussels, Belgium
Gillet, Jean-François ; Université de Liège - ULiège > Département GxABT > Gestion des ressources forestières
Kamdem, Narcisse Guy; Evolutionary Biology and Ecology, Faculté des Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium ; Plant Systematics and Ecology Laboratory, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon
Lisingo, Janvier; Laboratoire d’Ecologie et Aménagement Forestier (LECAFOR), Faculté des Sciences, Université de Kisangani, Kisangani, Democratic Republic Congo
Monthe, Franck ; Nature+ Asbl/Forest Is Life, TERRA, Gembloux Agro-Bio Tech, Université de Liège, Gembloux, Belgium
Sonké, Bonaventure ; Plant Systematics and Ecology Laboratory, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon
Janssens, Steven B. ; Meise Botanic Garden, Meise, Belgium ; Department of Biology, KU Leuven, Louvain, Belgium
Genetic breaks caused by ancient forest fragmentation: phylogeography of Staudtia kamerunensis (Myristicaceae) reveals distinct clusters in the Congo Basin
H2020 - 765000 - Plant.ID - Molecular Identification of Plants
Funders :
BELSPO - Belgian Federal Science Policy Office EU - European Union F.R.S.-FNRS - Fonds de la Recherche Scientifique Fondation Philippe Wiener - Maurice Anspach FU - Fondation Universitaire
Funding text :
This study is part of the HERBAXYLAREDD and AFRIFORD projects (BR/143/A3/HERBAXYLAREDD, BR/132/A1/AFRIFORD), funded by the Belgian Belspo-BRAIN program axis 4. This study has also received funding from the European Union’s Horizon 2020 research and innovation program under the Marie Sklodowska-Curie grant agreement N° 765000, and the Fund for Scientific Research F.R.S.-FNRS (grant J.0292.17F). SVA is currently supported by a Postdoctoral Fellowship of the Wiener-Anspach Foundation. KM and OJH are supported by the Fonds de la Recherche Scientifique (F.R.S.-FNRS).We are grateful to Esra Kaymak (ULB-EBE), Wim Baert (Meise Botanic Garden), and Pieter Asselman (UGhent) for their assistance in the laboratory. We would like to thank the staff from the herbaria which kindly provided us with the herbarium material, namely Tariq Stevart and Geoffrey Fadeur at the Université Libre de Bruxelles (BRLU), David Harris at RBG Edinburgh (E), and Nina Davies and Isabel Larridon at the Royal Botanic Gardens, Kew (K). The samples collected in DR Congo by SVA were exported with a permit from the DRC ministère de l’Environnement et Développement Durable and are a part of the research agreement between Meise Botanic Garden and Université de Kisangani (UNIKIS). Voucher information, sampling locations, and GenBank accession numbers for the Staudtia kamerunensis accessions included in this study are given in Online Resource 1 of the Supporting Information. The dataset with the corresponding genotypes is available from the Zenodo repository (https://doi.org/10.5281/zenodo.7767340).
Ahossou OD, Daïnou K, Janssens SB, Triest L and Hardy OJ (2020) Species delimitation and phylogeography of African tree populations of the genus Parkia (Fabaceae). Tree Genet Genomes 16:68. 10.1007/s11295-020-01463-x
Anhuf D, Ledru MP, Behling H, Da Cruz FW, Cordeiro RC, Van der Hammen T, Karmann I et al (2006) Paleo-environmental change in Amazonian and African rainforest during the LGM. Palaeogeogr Palaeoclimatol Palaeoecol 239:510–527
Bandelt HJ, Forster P, Rohl A (1999) Median-joining networks for inferring intraspecific phylogenies. Mol Biol Evol 16:37–48
Belkhir K, Borsa P, Chikhi L, Raufaste N and Bonhomme F (2004) GENETIX 4.05, logiciel sous Windows TM pour la génétique des populations. Montpellier, France: Université de Montpellier II; 2004. https://doi.org/10.1159/000078211
Bickford D, Lohman DJ, Sodhi NS, Ng PKL, Meier R, Winker K, Ingram KK, Das I (2007) Cryptic species as a window on diversity and conservation. Trends Ecol Evol 22:148–155
Bouka GUD, Doumenge C, Ekué MRM, Daïnou K, Florence J, Degen B, Loumeto JJ et al (2022) Khaya revisited: genetic markers and morphological analysis reveal six species in the widespread taxon K. anthotheca. Taxon 71:814–832. https://doi.org/10.1002/tax.12720
Bradshaw CJA, Sodhi NS, Brook BW (2009) Tropical turmoil: a biodiversity tragedy in progress. Front Ecol Environ 7:79–87
Cappellini E, Gilbert MTP, Geuna F, Fiorentino G, Hall A, Thomas-Oates J, Ashton PD et al (2010) A multidisciplinary study of archaeological grape seeds. Naturwissenschaften 97:205–217
CazzollaGatti R, Reich PB, Gamarra JGP, Crowther T, Hui C, Morera A, Bastin J-F et al (2022) The number of tree species on Earth. Proc Natl Acad Sci 119:1–11
Cheek M, NicLughadha E, Kirk P, Lindon H, Carretero J, Looney B, Douglas B et al (2020) New scientific discoveries: plants and fungi. Plants, People, Planet 2:371–388
Chessel D, Dufour A, Thioulouse J (2007) The ade4 Package - I: One-Table Methods. R News 7:47–52
Chybicki IJ, Burczyk J (2009) Simultaneous estimation of null alleles and inbreeding coefficients. J Heredity 100(1):106–113. 10.1093/jhered/esn088
Cornuet JM, Piry S, Luikart G, Estoup A, Solignac M (1999) New methods employing multilocus genotypes to select or exclude populations as origins of individuals. Genetics 153:1989–2000
Couvreur TLP, Dauby G, Blach-Overgaard A, Deblauwe V, Dessein S, Droissart V, Hardy OJ et al (2021) Tectonics, climate and the diversification of the tropical African terrestrial flora and fauna. Biol Rev 96:16–51
Daïnou K, Blanc-jolivet C, Degen B, Kimani P, Ndiade-bourobou D, Donkpegan ASL, Tosso F et al (2016) Revealing hidden species diversity in closely related species using nuclear SNPs, SSRs and DNA sequences – a case study in the tree genus Milicia. BMC Evol Biol 16:259
Daïnou K, Mahy G, Duminil J, Dick CW, Doucet J, Donkpégan ASL, Pluijgers M et al (2014) Speciation slowing down in widespread and long-living tree taxa: insights from the tropical timber tree genus Milicia (Moraceae). Heredity 113:74–85
Dauby G, Duminil J, Heuertz M, Koffi GK, Stévart T, Hardy OJ (2014) Congruent phylogeographical patterns of eight tree species in Atlantic Central Africa provide insights into the past dynamics of forest cover. Mol Ecol 23:2299–2312
Demenou BB, Migliore J, Heuertz M, Monthe FK, Ojeda DI, Wieringa JJ, Dauby G et al (2020) Plastome phylogeography in two African rain forest legume trees reveals that Dahomey Gap populations originate from the Cameroon volcanic line. Mol Phylogenet Evol 150:106854
De Quieroz K (2007) Species concepts and species delimitation. Syst Biol 56:879–886
Doucet JL (2003) L’alliance délicate de la gestion forestière et de la biodiversité dans les forêts du centre du Gabon. PhD thesis. Sciences agronomiques de Gembloux, Université de Liège
Doyle JJ (1995) The irrelevance of allele tree topologies for species delimitation, and a non-topological alternative. Syst Bot 20:574–588
Doyle JJ, Doyle JL (1990) Isolation of plant DNA from fresh plant tissue. Focus 12:13–15
Droissart V, Dauby G, Hardy OJ, Deblauwe V, Harris DJ, Janssens S, Mackinder BA et al (2018) Beyond trees: biogeographical regionalization of tropical Africa. J Biogeogr 45:1153–1167
Earl DA, vonHoldt BM (2012) STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the Evanno method. Conserv Genet Resour 4:359–361
Ewédjè EEBK, Jansen S, Koffi GK, Staquet A, Piñeiro R, Essaba RA, Obiang NLE et al (2020) Species delimitation in the African tree genus Lophira (Ochnaceae) reveals cryptic genetic variation. Conserv Genet 21:501–514
Flot J-F, Couloux A, Tillier S (2010) Haplowebs as a graphical tool for delimiting species: a revival of Doyle’s ‘field for recombination’ approach and its application to the coral genus Pocillopora in Clipperton. BMC Evol Biol 10:372
Flot JF (2010) SeqPHASE: A web tool for interconverting phase input/output files and fasta sequence alignments. Mol Ecol Resour 10:162–166
Fouilloy R (1974) Myristicaceae. Flore du Cameroun. Volume 18. Muséum National d’Histoire Naturelle, Paris, pp 89–105
Gilbert G and Troupin G (1951) Flore du Congo Belge et du Ruanda-Urundi: Myristicaceae. vol. 2. Institut national pour l'étude agronomique du Congo belge. Bruxelles, Belgium
Hardy OJ, Born C, Budde K, Daïnou K, Dauby G, Duminil J, Ewédjé EEBK et al (2013) Comparative phylogeography of African rain forest trees: a review of genetic signatures of vegetation history in the Guineo-Congolian region. CR Geosci 345:284–296
Hardy OJ, Charbonnel N, Fréville H, Heuertz M (2003) Microsatellite allele sizes: a simple test to assess their significance on genetic differentiation. Genetics 163:1467–1482
Hardy OJ, Vekemans X (2002) SPAGeDi: a versatile computer program to analyse spatial genetic structure at the individual or population levels. Mol Ecol Notes 2:618–620
Helmstetter AJ, Amoussou BEN, Bethune K, Kamdem NG, GlèlèKakaï R, Sonké B, Couvreur TLP (2020a) Phylogenomic approaches reveal how climate shapes patterns of genetic diversity in an African rain forest tree species. Mol Ecol 29:3560–3573
Helmstetter AJ, Béthune K, Kamdem NG, Sonké B, Couvreur TLP (2020b) Individualistic evolutionary responses of Central African rain forest plants to Pleistocene climatic fluctuations. Proc Natl Acad Sci USA 117:32509–32518
Heuertz M, Duminil J, Dauby G, Savolainen V and Hardy OJ (2014) Comparative phylogeography in rainforest trees from lower Guinea, Africa. PLoS One 9:e84307. 10.1371/journal.pone.0084307
Hoban S, Bruford MW, Funk WC, Galbusera P, Griffith MP, Grueber CE, Heuertz M et al (2021) Global commitments to conserving and monitoring genetic diversity are now necessary and feasible. Bioscience 71:964–976
Hohenlohe PA, Funk WC, Rajora OP (2021) Population genomics for wildlife conservation and management. Mol Ecol 30:62–82
Holbrook KM, Smith TB (2000) Seed dispersal and movement patterns in two species of Ceratogymna hornbills in a West African tropical lowland forest. Oecologia 125:249–257
Ikabanga DU, Stévart T, Koffi KG, Monthé FK, Nzigoudoubindou EC, Dauby G, Souza A et al (2017) Combining morphology and population genetic analysis uncover species delimitation in the widespread African tree genus Santiria (Burseraceae). Phytotaxa 321:166–180
Janssens S, Geuten K, Yuan Y-M, Song Y, Küpfer P, Smets E (2006) Phylogenetics of Impatiens and Hydrocera (Balsaminaceae) using chloroplast atpB-rbcL spacer sequences. Syst Bot 31:171–180
Jombart T (2008) adegenet: a R package for multivariate analysis of genetic markers. Bioinformatics 24:1403–1405
Katoh K, Misawa K, Kuma K, Miyata T (2002) MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res 30:3059–3066
Kearse M, Moir R, Wilson A, Stones-Havas S, Cheung M, Sturrock S, Buxton S et al (2012) Geneious Basic: an integrated and extendable desktop software platform for the organization and analysis of sequence data. Bioinformatics 28:1647–1649
Kopelman NM, Mayzel J, Jakobsson M, Rosenberg NA, Mayrose I (2015) Clumpak: a program for identifying clustering modes and packaging population structure inferences across K. Mol Ecol Resour 15:1179–1191
Laikre L, Hoban S, Bruford MW, Segelbacher G, Allendorf FW, Gajardo G, Rodríguez AG et al (2020) Post-2020 goals overlook genetic diversity. Science 367:1083–1085. https://doi.org/10.1126/science.abb2748
Ley AC, Dauby G, Köhler J, Wypior C, Röser M, Hardy OJ (2014) Comparative phylogeography of eight herbs and lianas (Marantaceae) in central African rainforests. Front Genet 5:1–14
Li M, Wunder J, Bissoli G, Scarponi E, Gazzani S, Barbaro E, Saedler H, Varotto C (2008) Development of COS genes as universally amplifiable markers for phylogenetic reconstructions of closely related plant species. Cladistics 24:727–745
Lischer HEL, Excoffier L (2012) PGDSpider: an automated data conversion tool for connecting population genetics and genomics programs. Bioinformatics 28:298–299
Lissambou B-J, Couvreur TLP, Atteke C, Stévart T, Piñeiro R, Dauby G, Monthe FK et al (2019) Species delimitation in the genus Greenwayodendron based on morphological and genetic markers reveals new species. Taxon 68:442–454
Maley J (1996) The African rain forest main characteristics of changes in vegetation and climate from the Upper Cretaceous to the Quaternary. Proceed Royal Soc Edinburgh Sect B Biol Sci 104:31–73
Matvijev K, Dellicour S, Kaymak E and Hardy OJ (2022) Spatially explicit phylogeographical reconstruction sheds light on the history of the forest cover in the Congo Basin. J Biogeograph 49:2256–2268. 10.1111/jbi.14507
Migliore J, Kaymak E, Mariac C, Couvreur TLP, Lissambou BJ, Piñeiro R, Hardy OJ (2019) Pre-Pleistocene origin of phylogeographical breaks in African rain forest trees: new insights from Greenwayodendron (Annonaceae) phylogenomics. J Biogeogr 46:212–223
Monthe FK, Duminil J, Kasongo Yakusu E, Beeckman H, Bourland N, Doucet JL, Sosef MSM and Hardy OJ (2018) The African timber tree Entandrophragma congoense (Pierre ex De Wild.) A.Chev. is morphologically and genetically distinct from Entandrophragma angolense (Welw.) C.DC. Tree Genet Genomes 14:66. 10.1007/s11295-018-1277-6
Nielsen R, Tarpy DR, Reeve HK (2003) Estimating effective paternity number in social insects and the effective number of alleles in a population. Mol Ecol 12:3157–3164
Parmentier I, Duminil J, Kuzmina M, Philippe M, Thomas DW, Kenfack D, Chuyong GB et al (2013) How effective are DNA barcodes in the identification of African rainforest trees? PLoS ONE 8:e54921
Piñeiro R, Dauby G, Kaymak E, Hardy OJ (2017) Pleistocene population expansions of shade-tolerant trees indicate fragmentation of the African rainforest during the Ice Ages. Proceed Royal Soc b: Biol Sci 284:20171800
Piñeiro R, Hardy OJ, Tovar C, Gopalakrishnan S, Garrett F (2021) Contrasting genetic signal of recolonization after rainforest fragmentation in African trees with different dispersal abilities. Proc Natl Acad Sci 118:1–9
Piry S, Luikart G, Cornuet J-M (1999) Computer note. BOTTLENECK: a computer program for detecting recent reductions in the effective size using allele frequency data. J Hered 90:502–503
Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945–959
Puechmaille SJ (2016) The program STRUCTURE does not reliably recover the correct population structure when sampling is uneven: subsampling and new estimators alleviate the problem. Mol Ecol Resour 16:608–627
QGIS.org. 2021. QGIS Geographic Information System. Open Source Geospatial Foundation. http://qgis.osgeo.org
RStudio Team (2019) RStudio: integrated development for R. RStudio, PBC, Boston, MA. http://www.rstudio.com/
Sang T, Crawford DJ, Stuessy TF (1997) Chloroplast DNA phylogeny, reticulate evolution, and biogeography of Paeonia (Paeoniaceae). Am J Bot 84:1120–1136
Scheffers BR, De Meester L, Bridge TCL, Hoffmann AA, Pandolfi JM, Corlett RT, Butchart SHM et al (2016) The broad footprint of climate change from genes to biomes to people. Science 354. 10.1126/science.aaf7671
Shapiro AC, Grantham HS, Aguilar-Amuchastegui N, Murray NJ, Gond V, Bonfils D, Rickenbach O (2021) Forest condition in the Congo Basin for the assessment of ecosystem conservation status. Ecol Ind 122:107268
Slatkin M (1995) Slatkin 1995 microsatellite interpretation using Rst. Genetics 139:457–462
Sosef MSM, Dauby G, Blach-Overgaard A, van der Burgt X, Catarino L, Damen T, Deblauwe V et al (2017) Exploring the floristic diversity of tropical Africa. BMC Biol 15:1–23
Spöri Y, Flot JF (2020) HaplowebMaker and CoMa: two web tools to delimit species using haplowebs and conspecificity matrices. Methods Ecol Evol 11:1434–1438
Stange M, Barrett RDH, Hendry AP (2021) The importance of genomic variation for biodiversity, ecosystems and people. Nat Rev Genet 22:89–105
Steeves R (2011) Anintrageneric and intraspecific study of morphological and genetic variation in the Neotropical Compsoneura and Virola (Myristicaceae). PhD thesis. The University of Guelph, Ontario
Stegemann S, Keuthe M, Greiner S, Bock R (2012) Horizontal transfer of chloroplast genomes between plant species. Proc Natl Acad Sci USA 109:2434–2438
Stephens M, Smith NJ, Donnelly P (2001) A new statistical method for haplotype reconstruction from population data. Am J Hum Genet 68:978–989
Struck TH, Feder JL, Bendiksby M, Birkeland S, Cerca J, Gusarov VI, Kistenich S et al (2018) Finding evolutionary processes hidden in cryptic species. Trends Ecol Evol 33:153–163
Tate JA, Simpson BB (2003) Paraphyly of Tarasa (Malvaceae) and diverse origins of the polyploid species. Syst Bot 28:723–737
Thomas DW, Kenfack D, Chuyong GB, Moses SN, Losos EC, Condit RS and Songwe NC (2003) Tree species of Southwestern Cameroon: tree distribution maps, diameter tables, and species documentation of the 50-hectare Korup Forest Dynamics Plot. Thomas DW, Kenfack D, Chuyong GB, Moses SN, Losos EC, Condit RS, Songwe NC (eds) Center for Tropical Forest Science, Smithsonian Tropical Research Institute, Washington, D.C.
Vanden Abeele S, Hardy OJ and Janssens SB (2018) Isolation of microsatellite loci in the African tree species Staudtia kamerunensis (Myristicaceae) using high-throughput sequencing. Mole Biol Rep 45:1539–1544. https://doi.org/10.1007/s11033-018-4239-z
Vanden Abeele S, Janssens SB, Piñeiro R, Hardy OJ (2021) Evidence of past forest fragmentation in the Congo Basin from the phylogeography of a shade-tolerant tree with limited seed dispersal: Scorodophloeus zenkeri (Fabaceae, Detarioideae). BMC Ecology and Evolution 21:50
Vermoesen C (1923) Manuel des Essences forestières du Congo Belge
Wang J (2017) The computer program structure for assigning individuals to populations: easy to use but easier to misuse. Mol Ecol Resour 17:981–990
Warburg O (1897) Monographie der Myristicaceen. Nova Acta Academiae Caesareae Leopoldino-Carolinae Germanicae Naturae Curiosorum 68:1–680
Warburg O (1904) Myristicaceae africanae. In: Engler A (ed) Botanische Jahrbücher für Systematik, Pflanzengeschichte und Pflanzengeographie, 381–386. Schweizerbart, Stuttgart
Weir BS, Cockerham CC (1984) Estimating F-statitics for the analysis of population structure. Evolution 38:1358–1370
White F (1979) The Guineo-Congolian region and its relationships to other phytochoria. Bullet Du Jardin Botanique Natl De Belgique / Bullet Van De Nationale Plantentuin Van België 49:11–55
White F (1983) The vegetation of Africa. Natural Resources Research XX, UNESCO, Paris
Willi Y, Kristensen TN, Sgrò CM, Weeks AR, Ørsted M, Hoffmann AA (2022) Conservation genetics as a management tool: the five best-supported paradigms to assist the management of threatened species. Proc Natl Acad Sci 119:e2105076119