Global population genetic structure and demographic trajectories of the black soldier fly, Hermetia illucens

Background The black soldier fly (Hermetia illucens) is the most promising insect candidate for nutrient-recycling through bioconversion of organic waste into biomass, thereby improving sustainability of protein supplies for animal feed and facilitating transition to a circular economy. Contrary to conventional livestock, genetic resources of farmed insects remain poorly characterised. We present the first comprehensive population genetic characterisation of H. illucens. Based on 15 novel microsatellite markers, we genotyped and analysed 2862 individuals from 150 wild and captive populations originating from 57 countries on seven subcontinents. Results We identified 16 well-distinguished genetic clusters indicating substantial global population structure. The data revealed genetic hotspots in central South America and successive northwards range expansions within the indigenous ranges of the Americas. Colonisations and naturalisations of largely unique genetic profiles occurred on all non-native continents, either preceded by demographically independent founder events from various single sources or involving admixture scenarios. A decisive primarily admixed Polynesian bridgehead population serially colonised the entire Australasian region and its secondarily admixed descendants successively mediated invasions into Africa and Europe. Conversely, captive populations from several continents traced back to a single North American origin and exhibit considerably reduced genetic diversity, although some farmed strains carry distinct genetic signatures. We highlight genetic footprints characteristic of progressing domestication due to increasing socio-economic importance of H. illucens, and ongoing introgression between domesticated strains globally traded for large-scale farming and wild populations in some regions. Conclusions We document the dynamic population genetic history of a cosmopolitan dipteran of South American origin shaped by striking geographic patterns. These reflect both ancient dispersal routes, and stochastic and heterogeneous anthropogenic introductions during the last century leading to pronounced diversification of worldwide structure of H. illucens. Upon the recent advent of its agronomic commercialisation, however, current human-mediated translocations of the black soldier fly largely involve genetically highly uniform domesticated strains, which meanwhile threaten the genetic integrity of differentiated unique local resources through introgression. Our in-depth reconstruction of the contemporary and historical demographic trajectories of H. illucens emphasises benchmarking potential for applied future research on this emerging model of the prospering insect-livestock sector.Peer reviewe

Development of gene-linked molecular markers in South African abalone (Haliotis midae) using an in silico mining approach

Thesis (MSc (Genetics))--University of Stellenbosch, 2010.ENGLISH ABSTRACT: The South African abalone, Haliotis midae, is the only endemic species of commercial value. Aquaculture remains the only avenue for expanding the industry, since the closure of the fishery. The current focus is on implementing a molecular breeding programme; thus the development of molecular markers for linkage mapping and QTL analysis is a priority. Various markers, mainly anonymous, have been developed for H. midae; however emphasis is being placed on the development of gene-linked type I molecular markers. The present study investigates and demonstrates the use of public sequence collections to develop type I markers for a species with limited genomic resources, via three strategies: Surveying anonymous H. midae microsatellite markers’ flanking regions to find homology to gene sequences in public databases, cross-species marker transfer of anonymous markers from H. rubra and H. discus hannai demonstrating putative gene associations and lastly EST marker mining (SNP and microsatellites) from various Haliotids and testing transfer to the target species. Approximately 17% of H. midae anonymous markers showed significant similarity to genes. The current study also reports higher cross-species transferability from both H. rubra and H. discus hannai to H. midae (39% and 20.5%, respectively) than previously demonstrated and 15 EST-microsatellites and 16 EST-SNPs were successfully mined. Furthermore, the non-random distribution of microsatellites and high nucleotide diversity in the H. midae genome was confirmed. This is a low cost and time effective method for marker development and presents a continuous and dynamic resource that could be used for future marker development and characterisation as sequence information in public databases grow exponentially.AFRIKAANSE OPSOMMING: Die Suid-Afrikaanse perlemoen, Haliotis midae, is die enigste van vyf inheemse spesies van kommersiële waarde. Na die noodgedwonge sluiting van die vissery, is akwakultuur die mees praktiese oplossing om die perlemoen industrie uit te brei. Die huidige fokus is gerig op die implementering van ‘n molekulêre teel-program en dus is die ontwikkeling van molekulêre merkers vir genetiese kartering en kwantitatiewe kenmerk lokus analise, van uiterste belang. Tipe II merkers is voorheen vir die perlemoen ontwikkel, maar huidige tendense lê klem op die ontwikkeling van geen-gekoppelde tipe I merkers. Die huidige studie ondersoek die gebruik van publieke databasisse vir die ontwikkeling van tipe I molekulêre merkers vir ‘n spesie met beperkte genomiese bronne. Drie strategieë is geïmplementeer: Eerstens is ‘n opname gemaak van die homologie van perlemoen tipe II merker-vleuelende volgordes met geen volgordes in databasisse. Verder is die oordraagbaarheid van tipe II merkers vanaf H. rubra en H. discus hannai wat assosiasie met gene toon ondersoek. Laastens is ‘n Uitgedrukte Volgorde Merk (UVM) (Expressed Sequence Tag, EST) merker-ontginnings metode vanaf verskeie Haliotis spesies en toetsing van oordraagbaarheid na die teiken spesie uitgevoer. Ongeveer 17% van die tipe II H. midae merkers het geniese assosiasie getoon. ‘n Hoër tussen-spesie oordraagbaarheid vanaf beide H. rubra en H. discus hannai na H. midae (39% en 20.5%, onderskeidelik) word gerapporteer in vergelyking met vorige studies en 15 UVM-mikrosatelliete en 16 UVM-enkel nukleotied polimorfismes (single nucleotide polimorphism, SNP) is ontwikkel. Verder bevestig die studie die nie-lukrake verspreiding van mikrosatelliete en hoë nukleotied diversiteit in die perlemoen genoom. Die gebruik van publieke databasise vir die ontwikkeling en karakterisering van tipe I molekulêre merkers is tyd- en koste-besparend en bied ‘n volgehoue en dinamiese bron vir toekomstige gebruik

Signatures of selection in natural and cultured Abalone (Haliotis midae) : a population genomics study

Thesis (PhD)--Stellenbosch University, 2013.ENGLISH ABSTRACT: The South African abalone, Haliotis midae, commonly known as perlemoen, is an economically important gastropod mollusc. Historically, this species maintained a lucrative fisheries sector; however with increasingly lower landings there has now been a shift to aquaculture. Efforts to conserve natural populations and to improve abalone aquaculture production are thus running in parallel. Previous studies reported significant disparities in parental contributions in aquaculture populations that could explain the rapid divergence of commercial stocks from wild populations. Furthermore, subtle, but significant, population differentiation has also been reported for wild populations on the west-, south-, and east coast of the South African coastline. This study therefore aimed to investigate the evolutionary forces, in particularly selection, facilitating population divergence in wild and cultured H. midae populations using a population genomics approach. By using both microsatellite- and single nucleotide polymorphism (SNP) markers it was found that approximately 10% to 27% of the H. midae genome may be influenced by selection. When incorporating these loci into analyses of population differentiation (e.g. AMOVA, factorial correspondence analysis and estimates of genetic distance) there was a marked increase in genetic divergence between wild and cultured populations (especially when using microsatellite loci) and amongst populations from different geographic regions (particularly supported by the SNP loci). The differences in population clustering as highlighted by microsatellite- and SNP markers can most likely be attributed to the genomic distribution of the respective loci: The SNP markers were developed from EST sequences and therefore mostly represents protein structural variation; whereas the microsatellite markers, found to be putatively under selection, were mainly located in regulatory motifs. The results of this study therefore confirmed previous observations of divergence amongst wild- and cultured populations, but more importantly demonstrated that selection is an important factor driving this divergence. In wild populations selection probably facilitates adaptation to local environmental conditions, whilst amongst aquaculture population adaptation to captivity, husbandry practices and artificial selection may be important determinants. There is evidence for population bottlenecks in wild- and cultured populations; nonetheless long-term effective population sizes seem to be large. Amongst the wild populations, however, short-term population sizes appear to be small most likely due to differential spawning rates amongst reproductively active animals leading to temporal fluctuation in genetic diversity. The results indicate that contact between wild and cultured abalone should be minimised to prevent any adverse effects due to outbreeding depression. With regards to conservation, an emphasis on maintaining adaptive diversity of the wild stocks might be warranted. Continued genetic monitoring is advisable for both wild and cultured abalone populations as to optimally manage the abalone resource for both conservation and commercial viability and sustainability.AFRIKAANSE OPSOMMING: Die Suid-Afrikaanse perlemoen, Haliotis midae, is 'n ekonomies belangrike buikpotige weekdier. Histories het hierdie spesie 'n winsgewende vissery gehandhaaf, maar met steeds dalende vangste is daar nou 'n verskuiwing na akwakultuur. Pogings om natuurlike populasies te bewaar en perlemoen te verbeter vir verhoogde akwakultuur produksie loop dus in parallel. Vorige studies het bevind dat beduidende verskille in ouerlike bydraes tot die nageslag, in akwakultuur populasies, kan verduidelik hoekom die populasies so vinnig divergeer van die wilde voorouers. Verder, is subtiele, maar betekenisvolle genetiese differensiasie tussen wilde populasies aan die wes-, suid-en ooskus van die land gevind. Hierdie studie is dus daarop gemik om ondersoek in te stel na die mate waartoe verskeie evolusionêre prosesse, in besonder seleksie, die populasie divergensie in beide wilde en gekweekte H. midae teweegbring deur gebruik te maak van ‘n populasie genomika benadering. Deur gebruik te maak van beide mikrosatelliet- en enkel nukleotied polimorfisme (ENP) merkers is dit bevind dat ongeveer 10% tot 27% van die H. midae genoom moontlik beïnvloed word deur seleksie. Met die gebruik van loki onder seleksie tydens die ontleding van populasie differensiasie (bv. AMOVA, faktoriaal korrespondensie analise en genetiese afstand ramings) was daar 'n merkbare toename in genetiese divergensie tussen wilde- en gekweekte populasies (veral wanneer mikrosatelliet loki gebruik is) en onder die populasies vanuit verskillende geografiese gebiede (veral ondersteun deur die ENP loki). Die verskille in die populasie groeperings soos uitgelig deur die mikrosatelliet- en ENP-merkers kan waarskynlik toegeskryf word aan die genomiese verspreiding van die onderskeie loki: Die ENP-merkers is ontwikkel vanaf uitgedrukte volgorde merker (UVM) volgordes en daarom verteenwoordig dit meestal proteïen strukturele veranderinge, terwyl mikrosatelliet merkers eerder in regulatoriese motiewe geleë is. Die resultate van hierdie studie steun dus vorige waarnemings, maar meer belangrik, het dit getoon dat seleksie ‘n betekenisvolle faktor in populasie divergensie in beide wilde en gekweekte populasies is. In wilde populasies fasiliteer seleksie waarskynlik die aanpassing tot plaaslike omgewingstoestande terwyl seleksie onder die gekweekte populasies teweeggebring kan word as gevolg van aanpassing tot aanhouding, boerdery praktyke en kunsmatige seleksie. Daar is bewyse vir populasie bottelnekke in wilde- en gekweekte populasies; tog blyk langtermyn effektiewe populasiegroottes om redelik groot te wees. Onder die wilde populasies is egter gevind dat kort-termyn populasiegroottes klein kan wees, waarskynlik as gevolg van differensiële broeikoerse onder reproduktiewe diere. Dit het tot gevolg dat daar beduidende fluktuasies is in temporale genetiese diversiteit. Die resultate dui daarop dat kontak tussen wilde en gekweekte perlemoen tot 'n minimum beperk moet word om enige nadelige effekte weens uitteling depressie te voorkom. Verder, met betrekking tot bewaring, is ‘n klem op die handhawing van aangepaste genetiese diversitiet dalk geregverdig. Voortgesette genetiese monitering word aanbeveel vir beide wilde- en gekweekte perlemoen populasies ter wille van die optimale bestuur van die perlemoen hulpbron vir beide bewaring en kommersiële lewensvatbaarheid en volhoubaarheid.International Foundation for ScienceNational Research Foundation of South AfricaStellenbosch Universit

Bioinformatic survey of haliotis midae microsatellites reveals a non-random distribution of repeat motifs

Please help us populate SUNScholar with the post print version of this article. It can be e-mailed to: [email protected]

Evaluation of de novo assembly technique in the South African abalone Haliotis midae transcriptome: A comparison from Illumina and 454 systems

Next generation sequencing platforms have recently been used to rapidly characterize transcriptome sequences from a number of non-model organisms. The present study compares two of the most frequently used platforms, the Roche 454-pyrosequencing and the Illumina sequencing-by-synthesis (SBS), on the same RNA sample obtained from an intertidal gastropod mollusc species, Haliotis midae. All the sequencing reads were deposited in the Short Read Archive (SRA) database are retrievable under the accession number [SRR071314 (Illumina Genome Analyzer II)] and [SRR1737738, SRR1737737, SRR1737735, SRR1737734 (454 GS FLX)] in the SRA database of NCBI. Three transcriptomes, composed of either pure 454 or Illumina reads or a mixture of read types (Hybrid), were assembled using CLC Genomics Workbench software. Illumina assemblies performed the best de novo transcriptome characterization in terms of contig length, whereas the 454 assemblies tended to improve the complete assembly of gene transcripts. Both the Hybrid and Illumina assemblies produced longer contigs covering more of the transcriptome than 454 assemblies. However, the addition of 454 significantly increased the number of genes annotated

Genetic association analysis of candidate loci under selection with size in the South African abalone

The abalone, Haliotis midae, is an important aquaculture species in South Africa and the largest generator of revenue for the mariculture sector. Despite domestication of this species still being in the initial stages, significant differentiation has been observed between wild and cultured populations. The genetic consequences of founder effects have been well documented in many aquaculture species; however, the effects of selection remain under-investigated. Previous studies in this species identified several loci thought to be under divergent selection between wild and cultured populations. The aim of this study was therefore to investigate the influence of artificial selection on genetic variation by determining whether these candidate loci are associated with larger size (primary production trait) in a commercial F1 population. Thirteen microsatellite markers, putatively identified as being under directional selection, were chosen for association analysis. Various statistical tests were used to detect significant genotype-phenotype associations within a family-bias corrected population cohort and two family cohorts. Two loci demonstrated significant evidence for association with size, with both loci possessing alleles that correlated significantly with either increased or decreased size. As size is currently the only trait actively selected for in terms of production, the current results suggest that natural selection for adaptation to the novel aquaculture environment is the predominant selective force shaping genetic variation during the initial stages of domestication in abalone. Furthermore, whilst it is currently unclear as to whether these loci represent causative variants for size traits, they may be useful in future molecular-assisted breeding programmes for H. midae

Population genetic analysis for the identification of loci associated to abalone domestication in South Africa.

Please help populate SUNScholar with the full text of SU research output. Also - should you need this item urgently, please snd us the details and we will try to get hold of the full text as quick possible. E-mail to [email protected]. Thank you.AgriwetenskappeGenetik

Detection of molecular signatures of selection at microsatellite loci in the South African abalone (<I>Haliotis midae</I>) using a population genomic approach

Please help populate SUNScholar with the full text of SU research output. Also - should you need this item urgently, please send us the details and we will try to get hold of the full text as quick possible. E-mail to [email protected]. Thank you.Journal Articles (subsidised)AgriwetenskappeGenetik