Host-Associated Genetic Differentiation in the Face of Ongoing Gene Flow: Ecological Speciation in a Pathogenic Parasite of Freshwater Fish
Language English Country United States Media print
Document type Journal Article
Grant support
GA19-04676S
Czech Science Foundation
PubMed
40627728
PubMed Central
PMC12301072
DOI
10.1093/molbev/msaf163
PII: 8193927
Knihovny.cz E-resources
- Keywords
- differential gene expression, ecological speciation, gene flow, host-associated genetic differentiation, sympatric evolution,
- MeSH
- Cestoda * genetics MeSH
- Genetic Variation MeSH
- Host-Parasite Interactions genetics MeSH
- Polymorphism, Single Nucleotide MeSH
- Fish Diseases parasitology genetics MeSH
- Genetics, Population MeSH
- Fishes * parasitology genetics MeSH
- Selection, Genetic MeSH
- Gene Flow * MeSH
- Transcriptome MeSH
- Genetic Speciation * MeSH
- Animals MeSH
- Check Tag
- Animals MeSH
- Publication type
- Journal Article MeSH
Adaptive evolution in response to varying environments, leading to population divergence, is among the most intriguing processes of speciation. However, the extent to which these adaptive processes effectively drive population divergence amidst ongoing gene flow remains controversial. Our study addresses this by analyzing population genetic structure, gene flow, and genomic divergence between lineages of a tapeworm parasite (Ligula intestinalis) isolated from sympatric fish hosts. This parasite, which must overcome host immunological defenses for successful infection, significantly impacts host health. Utilizing genome-wide Single Nucleotide Polymorphisms (SNPs) and transcriptome data, we investigated whether host species impose distinct selection pressures on parasite populations. Genetic clustering analyses revealed clear divergence, with parasites from bream (Abramis brama) forming a distinct genetic cluster separate from those infecting roach (Rutilus rutilus), rudd (Scardinius erythrophthalmus), and bleak (Alburnus alburnus). Demographic modeling indicated isolation with continuous gene flow as the most plausible scenario for this divergence. Selection analyses identified 896 SNPs under selection, displaying low to moderate nucleotide diversity and genetic divergence compared with neutral loci. Transcriptome profiling supported these findings, revealing distinct gene expression profiles between parasite populations. Examination of selected SNPs and differentially expressed genes identified candidate genes linked to immune evasion mechanisms, potentially driving ecological speciation. This research highlights the interplay of host specificity, population demography, and disruptive selection in ecological speciation. By dissecting genomic factors, our study improves the understanding of mechanisms facilitating population divergence despite ongoing gene flow.
Faculty of Science University of South Bohemia in České Budějovice České Budějovice 37005 Czechia
Institute of Parasitology Biology Centre CAS České Budějovice 37005 Czechia
See more in PubMed
Anderson CB, Ospina O, Beerli P, Lemmon AR, Banker SE, Hassinger AB, Dye M, Kortyna ML, Lemmon EM. The population genetics of speciation by cascade reinforcement. Ecol Evol. 2023:13(2):e9773. 10.1002/ece3.9773. PubMed DOI PMC
Appelgren ASC, Saladin V, Richner H, Doligez B, McCoy KD. Gene flow and adaptive potential in a generalist ectoparasite. BMC Evol Biol. 2018:18(1):99. 10.1186/s12862-018-1205-2. PubMed DOI PMC
Auld SKJR, Tinsley MC. The evolutionary ecology of complex lifecycle parasites: linking phenomena with mechanisms. Heredity (Edinb). 2015:114(2):125–132. 10.1038/hdy.2014.84. PubMed DOI PMC
Baldwin-Brown JG, Villa SM, Waight E, Johnson KP, Bush SE, Clayton DH, Shapiro MD. Genomics of experimental adaptive radiation in the cryptic coloration of feather lice. Genome Biol Evol. 2025:17(5):evaf083. 10.1093/gbe/evaf083. PubMed DOI PMC
Bellis ES, von Münchow CS, Kronberger A, Odero CO, Kelly EA, Xia T, Huang X, Wicke S, Runo SM, DePamphilis CW, et al. Genomic signatures of host-specific selection in a parasitic plant. bioRxiv 2022.02.01.478712, June 23, 2022, preprint: not peer reviewed.
Ben-Yosef M, Zaada DSY, Dudaniec RY, Pasternak Z, Jurkevitch E, Smith RJ, Causton CE, Lincango MP, Tobe SS, Mitchell JG, et al. Host-specific associations affect the microbiome of PubMed DOI
Berlocher SH, Feder JL. Sympatric speciation in phytophagous insects: moving beyond controversy? Annu Rev Entomol. 2002:47(1):773–815. 10.1146/annurev.ento.47.091201.145312. PubMed DOI
Bolger AM, Lohse M, Usadel B. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics. 2014:30(15):2114–2120. 10.1093/bioinformatics/btu170. PubMed DOI PMC
Bouzid W, Lek S, Mace M, Ben Hassine O, Etienne R, Legal L, Loot G. Genetic diversity of DOI
Bouzid W, Štefka J, Hypša V, Lek S, Scholz T, Legal L, Ben Hassine OK, Loot G. Geography and host specificity: two forces behind the genetic structure of the freshwater fish parasite PubMed DOI
Brunner FS, Eizaguirre C. Can environmental change affect host/parasite-mediated speciation? Zoology. 2016:119(4):384–394. 10.1016/j.zool.2016.04.001. PubMed DOI
Bush GL. Sympatric speciation in animals: new wine in old bottles. Trends Ecol Evol. 1994:9(8):285–288. 10.1016/0169-5347(94)90031-0. PubMed DOI
Chomczynski P, Sacchi N. Single-step method of RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction. Anal Biochem. 1987:162(1):156–159. 10.1016/0003-2697(87)90021-2. PubMed DOI
Combes C. Parasitism: the ecology and evolution of intimate interactions. Chicago: University of Chicago Press; 2001.
Cruickshank TE, Hahn MW. Reanalysis suggests that genomic islands of speciation are due to reduced diversity, not reduced gene flow. Mol Ecol. 2014:23(13):3133–3157. 10.1111/mec.12796. PubMed DOI
Danecek P, Bonfield JK, Liddle J, Marshall J, Ohan V, Pollard MO, Whitwham A, Keane T, McCarthy SA, Davies RM, et al. Twelve years of SAMtools and BCFtools. Gigascience. 2021:10(2):giab008. 10.1093/gigascience/giab008. PubMed DOI PMC
de Jong MJ, de Jong JF, Hoelzel AR, Janke A. Sambar: an R package for fast, easy and reproducible population-genetic analyses of biallelic SNP data sets. Mol Ecol Resour. 2021:21(4):1369–1379. 10.1111/1755-0998.13339. PubMed DOI
de Meeûs T, Hochberg ME, Renaud F. Maintenance of two genetic entities by habitat selection. Evol Ecol. 1995:9(2):131–138. 10.1007/BF01237752. DOI
Dobin A, Davis CA, Schlesinger F, Drenkow J, Zaleski C, Jha S, Batut P, Chaisson M, Gingeras TR. STAR: ultrafast universal RNA-seq aligner. Bioinformatics. 2013:29(1):15–21. 10.1093/bioinformatics/bts635. PubMed DOI PMC
Dubinina MN. Tapeworms (Cestoda, Ligulidae) of the fauna of the USSR. New Delhi: Amerind Publishing; 1980.
Duffy MA, Brassil CE, Hall SR, Tessier AJ, Cáceres CE, Conner JK. Parasite-mediated disruptive selection in a natural PubMed DOI PMC
Ebert D, Fields PD. Host–parasite co-evolution and its genomic signature. Nat Rev Genet. 2020:21(12):754–768. 10.1038/s41576-020-0269-1. PubMed DOI
Excoffier L, Marchi N, Marques DA, Matthey-Doret R, Gouy A, Sousa VC. Fastsimcoal2: demographic inference under complex evolutionary scenarios. Bioinformatics. 2021:37(24):4882–4885. 10.1093/bioinformatics/btab468. PubMed DOI PMC
Fariello MI, Boitard S, Naya H, SanCristobal M, Servin B. Detecting signatures of selection through haplotype differentiation among hierarchically structured populations. Genetics. 2013:193(3):929–941. 10.1534/genetics.112.147231. PubMed DOI PMC
Feder JL, Egan SP, Nosil P. The genomics of speciation-with-gene-flow. Trends Genet. 2012:28(7):342–350. 10.1016/j.tig.2012.03.009. PubMed DOI
Foll M, Gaggiotti O. A genome-scan method to identify selected loci appropriate for both dominant and codominant markers: a Bayesian perspective. Genetics. 2008:180(2):977–993. 10.1534/genetics.108.092221. PubMed DOI PMC
Fournier E, Giraud T. Sympatric genetic differentiation of a generalist pathogenic fungus, PubMed DOI
Funk DJ, Filchak KE, Feder JL. Herbivorous insects: model systems for the comparative study of speciation ecology. Genetica. 2002:116:251–267. 10.1023/A:1021236510453. PubMed DOI
Giraud T, Gladieux P, Gavrilets S. Linking the emergence of fungal plant diseases with ecological speciation. Trends Ecol Evol. 2010:25(7):387–395. 10.1016/j.tree.2010.03.006. PubMed DOI PMC
Gotz S, Garcia-Gomez JM, Terol J, Williams TD, Nagaraj SH, Nueda MJ, Robles M, Talon M, Dopazo J, Conesa A. High-throughput functional annotation and data mining with the Blast2GO suite. Nucleic Acids Res. 2008:36(10):3420–3435. 10.1093/nar/gkn176. PubMed DOI PMC
Halimi M, Colagar AH, Youssefi MR. Immune response in spirlins ( PubMed DOI
Hébert FO, Grambauer S, Barber I, Landry CR, Aubin-Horth N. Transcriptome sequences spanning key developmental states as a resource for the study of the cestode PubMed DOI PMC
Henrich T, Benesh DP, Kalbe M. Hybridization between two cestode species and its consequences for intermediate host range. Parasit Vectors. 2013:6(1):33. 10.1186/1756-3305-6-33. PubMed DOI PMC
Henrich T, Kalbe M. The role of prezygotic isolation mechanisms in the divergence of two parasite species. BMC Evol Biol. 2016:16(1):245. 10.1186/s12862-016-0799-5. PubMed DOI PMC
Hildreth MB, Pappas PW, Oaks JA. Effect of tunicamycin on the uptake and incorporation of galactose in PubMed DOI
Hoole D, Carter V, Dufour S. PubMed DOI
Howard DJ, Berlocher SH. Endless forms: species and speciation. Oxford: Oxford University Press; 1998.
Hughes SH. Reverse transcription of retroviruses and LTR retrotransposons. Microbiol Spectr. 2015:3(2):1051–1077. 10.1128/microbiolspec.MDNA3-0027-2014. PubMed DOI PMC
Hume JB, Recknagel H, Bean CW, Adams CE, Mable BK. RADseq and mate choice assays reveal unidirectional gene flow among three lamprey ecotypes despite weak assortative mating: insights into the formation and stability of multiple ecotypes in sympatry. Mol Ecol. 2018:27(22):4572–4590. 10.1111/mec.14881. PubMed DOI
Jombart T. Adegenet: an R package for the multivariate analysis of genetic markers. Bioinformatics. 2008:24(11):1403–1405. 10.1093/bioinformatics/btn129. PubMed DOI
Kautt AF, Kratochwil CF, Nater A, Machado-Schiaffino G, Olave M, Henning F, Torres-Dowdall J, Härer A, Hulsey CD, Franchini P, et al. Contrasting signatures of genomic divergence during sympatric speciation. Nature. 2020:588(7836):106–111. 10.1038/s41586-020-2845-0. PubMed DOI PMC
Langmead B, Salzberg SL. Fast gapped-read alignment with Bowtie 2. Nat Methods. 2012:9(4):357–359. 10.1038/nmeth.1923. PubMed DOI PMC
Le Gac M, Giraud T. What is sympatric speciation in parasites? Trends Parasitol. 2004:20(5):207–208. 10.1016/j.pt.2004.02.003. PubMed DOI
Le Pennec G, Retel C, Kowallik V, Becks L, Feulner PGD. Demographic fluctuations and selection during host–parasite coevolution interactively increase genetic diversity. Mol Ecol. 2024:33(10):e16939. 10.1111/mec.16939. PubMed DOI
Liao Y, Smyth GK, Shi W. featureCounts: an efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics. 2014:30(7):923–930. 10.1093/bioinformatics/btt656. PubMed DOI
Loot G, Aulagnier S, Lek S, Thomas F, Guégan J-F. Experimental demonstration of a behavioural modification in a cyprinid fish, DOI
Lotterhos KE, Whitlock MC. The relative power of genome scans to detect local adaptation depends on sampling design and statistical method. Mol Ecol. 2015:24(5):1031–1046. 10.1111/mec.13100. PubMed DOI
Luu K, Bazin E, Blum MGB. pcadapt: an R package to perform genome scans for selection based on principal component analysis. Mol Ecol Resour. 2017:17(1):67–77. 10.1111/1755-0998.12592. PubMed DOI
Malenke JR, Johnson KP, Clayton DH. Host specialization differentiates cryptic species of feather-feeding lice. Evolution. 2009:63(6):1427–1438. 10.1111/j.1558-5646.2009.00642.x. PubMed DOI
Malinsky M, Trucchi E, Lawson DJ, Falush D. RADpainter and fineRADstructure: population inference from RADseq data. Mol Biol Evol. 2018:35(5):1284–1290. 10.1093/molbev/msy023. PubMed DOI PMC
Marques DA, Lucek K, Sousa VC, Excoffier L, Seehausen O. Admixture between old lineages facilitated contemporary ecological speciation in Lake Constance stickleback. Nat Commun. 2019a:10(1):4240. 10.1038/s41467-019-12182-w. PubMed DOI PMC
Marques DA, Meier JI, Seehausen O. A combinatorial view on speciation and adaptive radiation. Trends Ecol Evol. 2019b:34(6):531–544. 10.1016/j.tree.2019.02.008. PubMed DOI
Mathieu-Bégné E, Blanchet S, Mitta G, Le Potier C, Loot G, Rey O. Transcriptomic adjustments in a freshwater ectoparasite reveal the role of molecular plasticity for parasite host shift. Genes (Basel). 2022:13(3):525. 10.3390/genes13030525. PubMed DOI PMC
McCoy KD. Sympatric speciation in parasites—what is sympatry? Trends Parasitol. 2003:19(9):400–404. 10.1016/S1471-4922(03)00194-6. PubMed DOI PMC
Momigliano P, Harcourt R, Robbins WD, Jaiteh V, Mahardika GN, Sembiring A, Stow A. Genetic structure and signatures of selection in grey reef sharks ( PubMed DOI PMC
Morand S. Wormy world: comparative tests of theoretical hypotheses on parasite species richness. In: Poulin R, Morand S, Skorping A, editors. Evolutionary biology of host–parasite relationships: theory meets reality. Amsterdam: Elsevier; 2000.
Mussmann SM, Douglas MR, Chafin TK, Douglas ME. BA3-SNPs: contemporary migration reconfigured in BayesAss for next-generation sequence data. Methods Ecol Evol. 2019:10(10):1808–1813. 10.1111/2041-210X.13252. DOI
Mussmann SM, Douglas MR, Chafin TK, Douglas ME. AdmixPipe: population analyses in admixture for non-model organisms. BMC Bioinformatics. 2020:21(1):337. 10.1186/s12859-020-03701-4. PubMed DOI PMC
Nazarizadeh M, Nováková M, Drábková M, Catchen J, Olson PD, Štefka J. Highly resolved genome assembly and comparative transcriptome profiling reveal genes related to developmental stages of tapeworm PubMed DOI PMC
Nazarizadeh M, Nováková M, Loot G, Gabagambi NP, Fatemizadeh F, Osano O, Presswell B, Poulin R, Vitál Z, Scholz T, et al. Historical dispersal and host-switching formed the evolutionary history of a globally distributed multi-host parasite—the PubMed DOI
Nazarizadeh M, Peterka J, Kubečka J, Vašek M, Jůza T, de Moraes KR, Čech M, Holubová M, Souza AT, Blabolil P, et al. Different hosts in different lakes: prevalence and population genetic structure of plerocercoids of PubMed DOI
Nikolakis ZL, Carlton EJ, Pollock DD, Castoe TA. A genomic can of worms for schistosome host-specificity. Trends Parasitol. 2022:38(7):496–497. 10.1016/j.pt.2022.04.005. PubMed DOI PMC
Nosil P. Ecological speciation. Oxford: Oxford University Press; 2012.
Nosil P, Funk DJ, Ortiz-Barrientos D. Divergent selection and heterogeneous genomic divergence. Mol Ecol. 2009:18(3):375–402. 10.1111/j.1365-294X.2008.03946.x. PubMed DOI
Olson EJ, Oaks JA, Osmundson GD, Hildreth MB. Ultrastructural and lectin-histochemical differences between the scolex/strobila and bladder teguments of the PubMed DOI
Olson PD, Littlewood DTJ, Griffiths D, Kennedy CR, Arme C. Evidence for the co-existence of separate strains or species of PubMed DOI
Orr MR, Smith TB. Ecology and speciation. Trends Ecol Evol. 1998:13(12):502–506. 10.1016/S0169-5347(98)01511-0. PubMed DOI
Ottová E, Šimková A, Martin JF, Goüy de Bellocq J, Gelnar M, Allienne JF, Morand S. Evolution and trans-species polymorphism of MHC class IIβ genes in cyprinid fish. Fish Shellfish Immunol. 2005:18(3):199–222. 10.1016/j.fsi.2004.07.004. PubMed DOI
Peterson BK, Weber JN, Kay EH, Fisher HS, Hoekstra HE. Double Digest RADseq: an inexpensive method for de novo SNP discovery and genotyping in model and non-model species. PLoS One. 2012:7(5):e37135. 10.1371/journal.pone.0037135. PubMed DOI PMC
Pfeifer B, Wittelsbürger U, Ramos-Onsins SE, Lercher MJ. PopGenome: an efficient Swiss army knife for population genomic analyses in R. Mol Biol Evol. 2014:31(7):1929–1936. 10.1093/molbev/msu136. PubMed DOI PMC
Pfennig KS. Reinforcement as an initiator of population divergence and speciation. Curr Zool. 2016:62(2):145–154. 10.1093/cz/zow033. PubMed DOI PMC
Pickrell J, Pritchard J. Inference of population splits and mixtures from genome-wide allele frequency data. Nat Preced. 2012:8:e1002967. 10.1371/journal.pgen.1002967. PubMed DOI PMC
Poulin R. Evolutionary ecology of parasites. Princeton: Princeton University Press; 2011.
Rahmatallah Y, Zybailov B, Emmert-Streib F, Glazko G. GSAR: bioconductor package for gene set analysis in R. BMC Bioinformatics. 2017:18(1):61. 10.1186/s12859-017-1482-6. PubMed DOI PMC
Räsänen K, Hendry AP. Disentangling interactions between adaptive divergence and gene flow when ecology drives diversification. Ecol Lett. 2008:11(6):624–636. 10.1111/j.1461-0248.2008.01176.x. PubMed DOI
Riesch R, Muschick M, Lindtke D, Villoutreix R, Comeault AA, Farkas TE, Lucek K, Hellen E, Soria-Carrasco V, Dennis SR, et al. Transitions between phases of genomic differentiation during stick-insect speciation. Nat Ecol Evol. 2017:1(4):0082. 10.1038/s41559-017-0082. PubMed DOI
Robinson JT, Thorvaldsdóttir H, Winckler W, Guttman M, Lander ES, Getz G, Mesirov JP. Integrative genomics viewer. Nat Biotechnol. 2011:29(1):24–26. 10.1038/nbt.1754. PubMed DOI PMC
Robinson MD, McCarthy DJ, Smyth GK. Edger: a bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2010:26(1):139–140. 10.1093/bioinformatics/btp616. PubMed DOI PMC
Rochette NC, Rivera-Colón AG, Catchen JM. Stacks 2: analytical methods for paired-end sequencing improve RADseq-based population genomics. Mol Ecol. 2019:28(21):4737–4754. 10.1111/mec.15253. PubMed DOI
Rodríguez-Contreras D, Skelly PJ, Landa A, Shoemaker CB, Laclette JP. Molecular and functional characterization and tissue localization of two glucose transporter homologues (TGTP1 and TGTP2) from the tapeworm PubMed DOI
Rundle HD, Nosil P. Ecological speciation. Ecol Lett. 2005:8(3):336–352. 10.1111/j.1461-0248.2004.00715.x. DOI
Santacruz A, Ornelas-García CP, Pérez-Ponce de León G. Incipient genetic divergence or cryptic speciation? DOI
Schluter D. Ecological causes of adaptive radiation. Am Nat. 1996:148:S40–S64. 10.1086/285901. DOI
Šimková A, Civáňová Křížová K, Voříšková K, Vetešník L, Bystrý V, Demko M. Transcriptome profile analyses of head kidney in roach ( PubMed DOI PMC
Šimková A, Gettová L, Civáňová K, Seifertová M, Janáč M, Vetešník L. Diversity of MHC IIB genes and parasitism in hybrids of evolutionarily divergent cyprinoid species indicate heterosis advantage. Sci Rep. 2021:11(1):16860. 10.1038/s41598-021-96205-x. PubMed DOI PMC
Simmonds SE, Fritts-Penniman AL, Cheng SH, Mahardika GN, Barber PH. Genomic signatures of host-associated divergence and adaptation in a coral-eating snail, PubMed DOI PMC
Skoracka A, Kuczyński L, Szydło W, Rector B. The wheat curl mite DOI
Sorenson MD, Sefc KM, Payne RB. Speciation by host switch in brood parasitic indigobirds. Nature. 2003:424(6951):928–931. 10.1038/nature01863. PubMed DOI
Sousa V, Hey J. Understanding the origin of species with genome-scale data: modelling gene flow. Nat Rev Genet. 2013:14(6):404–414. 10.1038/nrg3446. PubMed DOI PMC
Štefka J, Hypša V, Scholz T. Interplay of host specificity and biogeography in the population structure of a cosmopolitan endoparasite: microsatellite study of PubMed DOI
Stelinski LL, Liburd OE. Behavioral evidence for host fidelity among populations of the parasitic wasp, PubMed DOI
Tavares MM, Ferro M, Leal BSS, Palma-Silva C. Speciation with gene flow between two Neotropical sympatric species ( PubMed DOI PMC
Teske PR, Sandoval-Castillo J, Golla TR, Emami-Khoyi A, Tine M, Von Der Heyden S, Beheregaray LB. Thermal selection as a driver of marine ecological speciation. Proc Biol Sci. 2019:286(1896):20182023. 10.1098/rspb.2018.2023. PubMed DOI PMC
Tsumura Y, Uchiyama K, Moriguchi Y, Ueno S, Ihara-Ujino T. Genome scanning for detecting adaptive genes along environmental gradients in the Japanese conifer, PubMed DOI PMC
Villacis-Perez E, Snoeck S, Kurlovs AH, Clark RM, Breeuwer JAJ, Van Leeuwen T. Adaptive divergence and post-zygotic barriers to gene flow between sympatric populations of a herbivorous mite. Commun Biol. 2021:4(1):853. 10.1038/s42003-021-02380-y. PubMed DOI PMC
Williams MA, Hoole D. Immunolabelling of fish host molecules on the tegumental surface of PubMed DOI PMC
Wilson GA, Rannala B. Bayesian inference of recent migration rates using multilocus genotypes. Genetics. 2003:163(3):1177–1191. 10.1093/genetics/163.3.1177. PubMed DOI PMC
Wu T, Hu E, Xu S, Chen M, Guo P, Dai Z, Feng T, Zhou L, Tang W, Zhan L, et al. clusterProfiler 4.0: a universal enrichment tool for interpreting omics data. Innovation (Cambridge (MA)). 2021:2:100141. 10.1016/j.xinn.2021.100141. PubMed DOI PMC
Yanagisawa M, Kojima H, Kawakami Y, Iriko H, Nakamura T, Nakamura K, Uchida A, Murata Y, Tamai Y. A monoclonal antibody against a glycolipid SEGLx from PubMed DOI
Zhokhov AE, Pugacheva MN. Distribution and occurrence of DOI