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Messina FJ, Lish AM, Gompert Z. Disparate genetic variants associated with distinct components of cowpea resistance to the seed beetle Callosobruchus maculatus. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:2749-2766. [PMID: 34117909 DOI: 10.1007/s00122-021-03856-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 05/08/2021] [Indexed: 06/12/2023]
Abstract
Polygenic genome-wide association mapping identified two regions of the cowpea genome associated with different components of resistance to its major post-harvest pest, the seed beetle Callosobruchus maculatus. Cowpea (Vigna unguiculata) is an important grain and fodder crop in arid and semi-arid regions of Africa, Asia, and South America, where the cowpea seed beetle, Callosobruchus maculatus, is a serious post-harvest pest. Development of cultivars resistant to C. maculatus population growth in storage could increase grain yield and quality and reduce reliance on insecticides. Here, we use a MAGIC (multi-parent, advanced-generation intercross) population of cowpea consisting of 305 recombinant inbred lines (RILs) to identify genetic variants associated with resistance to seed beetles. Because inferences regarding the genetic basis of resistance may depend on the source of the pest or the assay protocol, we used two divergent geographic populations of C. maculatus and two complementary assays to measure several aspects of resistance. Using polygenic genome-wide association mapping models, we found that the cowpea RILs harbor substantial additive-genetic variation for most resistance measures. Variation in several components of resistance, including larval development time and survival, was largely explained by one or several linked loci on chromosome 5. A second region on chromosome 8 explained increased seed resistance via the induction of early-exiting larvae. Neither of these regions contained genes previously associated with resistance to insects that infest grain legumes. We found some evidence of gene-gene interactions affecting resistance, but epistasis did not contribute substantially to resistance variation in this mapping population. The combination of mostly high heritabilities and a relatively consistent and simple genetic architecture increases the feasibility of breeding for enhanced resistance to C. maculatus.
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Affiliation(s)
- Frank J Messina
- Department of Biology, Utah State University, Logan, UT, 84322, USA
| | - Alexandra M Lish
- Department of Biology, Utah State University, Logan, UT, 84322, USA
| | - Zachariah Gompert
- Department of Biology, Utah State University, Logan, UT, 84322, USA.
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Vrtílek M, Chuard PJC, Iglesias-Carrasco M, Zhang Z, Jennions MD, Head ML. The role of maternal effects on offspring performance in familiar and novel environments. Heredity (Edinb) 2021; 127:52-65. [PMID: 33824537 PMCID: PMC8249602 DOI: 10.1038/s41437-021-00431-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 03/22/2021] [Accepted: 03/22/2021] [Indexed: 02/01/2023] Open
Abstract
Maternal effects are an important evolutionary force that may either facilitate adaptation to a new environment or buffer against unfavourable conditions. The degree of variation in traits expressed by siblings from different mothers is often sensitive to environmental conditions. This could generate a Maternal-by-Environment interaction (M × E) that inflates estimates of Genotype-by-Environment effects (G × E). We aimed to test for environment-specific maternal effects (M × E) using a paternal full-sib/half-sib breeding design in the seed beetle Callosobruchus maculatus, where we split and reared offspring from the same mother on two different bean host types-original and novel. Our quantitative genetic analysis indicated that maternal effects were very small on both host types for all the measured life-history traits. There was also little evidence that maternal oviposition preference for a particular host type predicted her offspring's performance on that host. Further, additive genetic variance for most traits was relatively high on both hosts. While there was higher heritability for offspring reared in the novel host, there was no evidence for G × Es, and most cross-host genetic correlations were positive. This suggests that offspring from the same family ranked similarly for performance on both host types. Our results point to a genetic basis of host adaptation in the seed beetle, rather than maternal effects. Even so, we encourage researchers to test for potential M × Es because, due to a lack of testing, it remains unclear how often they arise.
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Affiliation(s)
- Milan Vrtílek
- The Czech Academy of Sciences, Institute of Vertebrate Biology, Brno, Czech Republic.
| | - Pierre J C Chuard
- Department of Biological Sciences, Bishop's University, Sherbrooke, Canada
| | - Maider Iglesias-Carrasco
- Division of Ecology & Evolution, Research School of Biology, The Australian National University, Canberra, ACT, Australia
| | - Zhuzhi Zhang
- Division of Ecology & Evolution, Research School of Biology, The Australian National University, Canberra, ACT, Australia
| | - Michael D Jennions
- Division of Ecology & Evolution, Research School of Biology, The Australian National University, Canberra, ACT, Australia
| | - Megan L Head
- Division of Ecology & Evolution, Research School of Biology, The Australian National University, Canberra, ACT, Australia
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Springer AL, Messina FJ, Gompert Z. Measuring the effect of environmental stress on inbreeding depression alone obscures the relative importance of inbreeding-stress interactions on overall fitness in Callosobruchus maculatus. Evol Appl 2020; 13:2597-2609. [PMID: 33294011 PMCID: PMC7691458 DOI: 10.1111/eva.13060] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 04/09/2020] [Accepted: 06/26/2020] [Indexed: 11/30/2022] Open
Abstract
Environmental stress can have a profound effect on inbreeding depression. Quantifying this effect is of particular importance in threatened populations, which are often simultaneously subject to both inbreeding and environmental stress. But while the prevalence of inbreeding-stress interactions is well known, the importance and broader applicability of such interactions in conservation are not clearly understood. We used seed beetles, Callosobruchus maculatus, as a model system to quantify how environmental stressors (here host quality and temperature stress) interact with inbreeding as measured by changes in the magnitude of inbreeding depression, δ, as well as the relative importance of inbreeding-stress interactions to overall fitness. We found that while both environmental stressors caused substantial inbreeding-stress interactions as measured by change in δ, the relative importance of these interactions to overall survival was modest. This suggests that assessing inbreeding-stress interactions within the framework of δ alone may give an inaccurate representation of the relevance of interactions to population persistence. Furthermore, we found that the effect of environmental stress on fitness, but not inbreeding depression, varied strongly among populations. These results suggest that the outcomes of inbreeding-stress interactions are not easily generalized, an important consideration in conservation settings.
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Affiliation(s)
| | - Frank J. Messina
- Department of BiologyUtah State UniversityLoganUTUSA
- Ecology CenterUtah State UniversityLoganUTUSA
| | - Zachariah Gompert
- Department of BiologyUtah State UniversityLoganUTUSA
- Ecology CenterUtah State UniversityLoganUTUSA
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Messina FJ, Lish AM, Springer A, Gompert Z. Colonization of Marginal Host Plants by Seed Beetles (Coleoptera: Chrysomelidae): Effects of Geographic Source and Genetic Admixture. ENVIRONMENTAL ENTOMOLOGY 2020; 49:938-946. [PMID: 32484545 DOI: 10.1093/ee/nvaa065] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Indexed: 06/11/2023]
Abstract
The ability to adapt to a novel host plant may vary among insect populations with different genetic histories, and colonization of a marginal host may be facilitated by genetic admixture of disparate populations. We assembled populations of the seed beetle, Callosobruchus maculatus (F.), from four continents, and compared their ability to infest two hosts, lentil and pea. We also formed two cross-continent hybrids (Africa × N.A. and Africa × S.A.). In pre-selection assays, survival was only ~3% in lentil and ~40% in pea. For three replicate populations per line, colonization success on lentil was measured as cumulative exit holes after 75-175 d. On pea, we estimated the change in larval survival after five generations of selection. Females in all lines laid few eggs on lentil, and survival of F1 larvae was uniformly <5%. Subsequently, however, the lines diverged considerably in population growth. Performance on lentil was highest in the Africa × N.A. hybrid, which produced far more adults (mean > 11,000) than either parental line. At the other extreme, Asian populations on lentil appeared to have gone extinct. The Africa × N.A. line also exhibited the highest survival on pea, and again performed better than either parent line. However, no line displayed a rapid increase in survival on pea, as is sometimes observed on lentil. Our results demonstrate that geographic populations can vary substantially in their responses to the same novel resource. In addition, genetic admixtures (potentially caused by long-distance transport of infested seeds) may facilitate colonization of an initially poor host.
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Affiliation(s)
| | | | - Amy Springer
- Department of Biology, Utah State University, Logan, UT
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Rêgo A, Chaturvedi S, Springer A, Lish AM, Barton CL, Kapheim KM, Messina FJ, Gompert Z. Combining Experimental Evolution and Genomics to Understand How Seed Beetles Adapt to a Marginal Host Plant. Genes (Basel) 2020; 11:genes11040400. [PMID: 32276323 PMCID: PMC7230198 DOI: 10.3390/genes11040400] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Revised: 04/01/2020] [Accepted: 04/01/2020] [Indexed: 12/21/2022] Open
Abstract
Genes that affect adaptive traits have been identified, but our knowledge of the genetic basis of adaptation in a more general sense (across multiple traits) remains limited. We combined population-genomic analyses of evolve-and-resequence experiments, genome-wide association mapping of performance traits, and analyses of gene expression to fill this knowledge gap and shed light on the genomics of adaptation to a marginal host (lentil) by the seed beetle Callosobruchus maculatus. Using population-genomic approaches, we detected modest parallelism in allele frequency change across replicate lines during adaptation to lentil. Mapping populations derived from each lentil-adapted line revealed a polygenic basis for two host-specific performance traits (weight and development time), which had low to modest heritabilities. We found less evidence of parallelism in genotype-phenotype associations across these lines than in allele frequency changes during the experiments. Differential gene expression caused by differences in recent evolutionary history exceeded that caused by immediate rearing host. Together, the three genomic datasets suggest that genes affecting traits other than weight and development time are likely to be the main causes of parallel evolution and that detoxification genes (especially cytochrome P450s and beta-glucosidase) could be especially important for colonization of lentil by C. maculatus.
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Affiliation(s)
- Alexandre Rêgo
- Department of Biology, Utah State University, Logan, UT 84322, USA; (A.R.); (A.S.); (A.M.L.); (C.L.B.); (K.M.K.); (F.J.M.)
- Department of Zoology, Stockholm University, 114 19 Stockholm, Sweden
| | - Samridhi Chaturvedi
- Department of Organismic & Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA;
| | - Amy Springer
- Department of Biology, Utah State University, Logan, UT 84322, USA; (A.R.); (A.S.); (A.M.L.); (C.L.B.); (K.M.K.); (F.J.M.)
| | - Alexandra M. Lish
- Department of Biology, Utah State University, Logan, UT 84322, USA; (A.R.); (A.S.); (A.M.L.); (C.L.B.); (K.M.K.); (F.J.M.)
| | - Caroline L. Barton
- Department of Biology, Utah State University, Logan, UT 84322, USA; (A.R.); (A.S.); (A.M.L.); (C.L.B.); (K.M.K.); (F.J.M.)
| | - Karen M. Kapheim
- Department of Biology, Utah State University, Logan, UT 84322, USA; (A.R.); (A.S.); (A.M.L.); (C.L.B.); (K.M.K.); (F.J.M.)
| | - Frank J. Messina
- Department of Biology, Utah State University, Logan, UT 84322, USA; (A.R.); (A.S.); (A.M.L.); (C.L.B.); (K.M.K.); (F.J.M.)
| | - Zachariah Gompert
- Department of Biology, Utah State University, Logan, UT 84322, USA; (A.R.); (A.S.); (A.M.L.); (C.L.B.); (K.M.K.); (F.J.M.)
- Correspondence:
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Messina FJ, Lish AM, Gompert Z. Components of Cowpea Resistance to the Seed Beetle Callosobruchus maculatus (Coleoptera: Chrysomelidae: Bruchinae). JOURNAL OF ECONOMIC ENTOMOLOGY 2019; 112:2418-2424. [PMID: 31081895 DOI: 10.1093/jee/toz117] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Indexed: 06/09/2023]
Abstract
Cowpea, Vigna unguiculata (L.) Walp., serves as a major source of dietary protein in many tropical and subtropical regions around the world. To identify loci associated with agronomically desirable traits, eight elite cowpea cultivars were systematically inter-crossed for eight generations to yield 305 recombinant inbred lines. Here, we investigated whether these founder parents also possess resistance to the seed beetle Callosobruchus maculatus (F.), a highly destructive post-harvest pest. We estimated larval survival in seeds, egg-to-adult development time, adult mass at emergence, and seed acceptance for oviposition. Survival varied significantly among cowpea cultivars, but the pattern was complicated by an unexpected source of mortality; on three cultivars, mature larvae in a substantial fraction of seeds (20-36%) exited seeds prematurely, and consequently failed to molt into viable adults. Even if such seeds were eliminated from the analysis, survival in the remaining seeds varied from 49 to 92% across the eight parents. Development time and body mass also differed among hosts, with particularly slow larval development on three closely related cultivars. Egg-laying females readily accepted all cultivars except one with a moderately rugose seed coat. Overall, suitability ranks of the eight cultivars depended on beetle trait; a cultivar that received the most eggs (IT82E-18) also conferred low survival. However, one cultivar (IT93K-503-1) was a relatively poor host for all traits. Given the magnitude of variation among parental cultivars, future assays of genotyped recombinant progeny can identify genomic regions and candidate genes associated with resistance to seed beetles.
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Savković U, Đorđević M, Stojković B. Potential for Acanthoscelides obtectus to Adapt to New Hosts Seen in Laboratory Selection Experiments. INSECTS 2019; 10:insects10060153. [PMID: 31146407 PMCID: PMC6627625 DOI: 10.3390/insects10060153] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 05/24/2019] [Accepted: 05/27/2019] [Indexed: 11/16/2022]
Abstract
Effective pest management strategies for a targeted pest species must rely on accurate, reliable and reproducible estimates of population dynamics. Importance of such approaches is even more conspicuous when assessing pest’s potential to utilize other stored products. Using an experimental evolution approach, we have focused our attention on a common bean pest, the seed beetle (Acanthoscelides obtectus). We looked into the potential to invade and sustain population growth on two suboptimal host plants (chickpeas and mung beans). Such an approach simulates steps of the host-shift process in storages. By analyzing population dynamics during initial encountering with a new host plant, we detected a population drop for both novel hosts. However, transgenerational development in a novel environment resulted in a constant population growth in chickpeas, but not in mung bean populations. Reversal of chickpea selected populations to original host plant has led to a severe decrease in population parameters due to low viability of immatures, while the opposite trend was detected in mung bean populations. This paper highlights the importance of good practice in estimating population dynamics for economically important species. With special emphasis on storage pest species, we discuss how this approach can be useful for estimating invading potential of pest insects.
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Affiliation(s)
- Uroš Savković
- Department of Evolutionary Biology, Institute for Biological Research "Siniša Stanković", University of Belgrade, Bulevar despota Stefana 142, 11060 Belgrade, Serbia.
| | - Mirko Đorđević
- Department of Evolutionary Biology, Institute for Biological Research "Siniša Stanković", University of Belgrade, Bulevar despota Stefana 142, 11060 Belgrade, Serbia.
| | - Biljana Stojković
- Department of Evolutionary Biology, Institute for Biological Research "Siniša Stanković", University of Belgrade, Bulevar despota Stefana 142, 11060 Belgrade, Serbia.
- Institute of Zoology, Faculty of Biology, University of Belgrade, Studentski trg 16, 11000 Belgrade, Serbia.
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Rêgo A, Messina FJ, Gompert Z. Dynamics of genomic change during evolutionary rescue in the seed beetle
Callosobruchus maculatus. Mol Ecol 2019; 28:2136-2154. [DOI: 10.1111/mec.15085] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Revised: 03/18/2019] [Accepted: 03/18/2019] [Indexed: 12/21/2022]
Affiliation(s)
- Alexandre Rêgo
- Department of Biology Utah State University Logan Utah
- Ecology Center Utah State University Logan Utah
| | - Frank J. Messina
- Department of Biology Utah State University Logan Utah
- Ecology Center Utah State University Logan Utah
| | - Zachariah Gompert
- Department of Biology Utah State University Logan Utah
- Ecology Center Utah State University Logan Utah
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