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Ferrari RR, Ricardo PC, Dias FC, de Souza Araujo N, Soares DO, Zhou QS, Zhu CD, Coutinho LL, Arias MC, Batista TM. The nuclear and mitochondrial genome assemblies of Tetragonisca angustula (Apidae: Meliponini), a tiny yet remarkable pollinator in the Neotropics. BMC Genomics 2024; 25:587. [PMID: 38862915 PMCID: PMC11167848 DOI: 10.1186/s12864-024-10502-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 06/05/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND The field of bee genomics has considerably advanced in recent years, however, the most diverse group of honey producers on the planet, the stingless bees, are still largely neglected. In fact, only eleven of the ~ 600 described stingless bee species have been sequenced, and only three using a long-read (LR) sequencing technology. Here, we sequenced the nuclear and mitochondrial genomes of the most common, widespread and broadly reared stingless bee in Brazil and other neotropical countries-Tetragonisca angustula (popularly known in Brazil as jataí). RESULTS A total of 48.01 Gb of DNA data were generated, including 2.31 Gb of Pacific Bioscience HiFi reads and 45.70 Gb of Illumina short reads (SRs). Our preferred assembly comprised 683 contigs encompassing 284.49 Mb, 62.84 Mb of which (22.09%) corresponded to 445,793 repetitive elements. N50, L50 and complete BUSCOs reached 1.02 Mb, 91 contigs and 97.1%, respectively. We predicted that the genome of T. angustula comprises 17,459 protein-coding genes and 4,108 non-coding RNAs. The mitogenome consisted of 17,410 bp, and all 37 genes were found to be on the positive strand, an unusual feature among bees. A phylogenomic analysis of 26 hymenopteran species revealed that six odorant receptor orthogroups of T. angustula were found to be experiencing rapid evolution, four of them undergoing significant contractions. CONCLUSIONS Here, we provided the first nuclear and mitochondrial genome assemblies for the ecologically and economically important T. angustula, the fourth stingless bee species to be sequenced with LR technology thus far. We demonstrated that even relatively small amounts of LR data in combination with sufficient SR data can yield high-quality genome assemblies for bees.
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Affiliation(s)
- Rafael Rodrigues Ferrari
- Centro de Formação em Ciências Ambientais, Universidade Federal do Sul da Bahia, Porto Seguro, Brazil
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Paulo Cseri Ricardo
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Universidade de São Paulo, São Paulo, Brazil
| | - Felipe Cordeiro Dias
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Universidade de São Paulo, São Paulo, Brazil
| | | | - Dalliane Oliveira Soares
- Centro de Formação em Ciências Ambientais, Universidade Federal do Sul da Bahia, Porto Seguro, Brazil
| | - Qing-Song Zhou
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Chao-Dong Zhu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
- Sate Key Laboratory of Integrated Pest Management, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Luiz Lehmann Coutinho
- Departamento de Ciências Animais, Universidade de São Paulo/ESALQ, Piracicaba, Brazil
| | - Maria Cristina Arias
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Universidade de São Paulo, São Paulo, Brazil.
| | - Thiago Mafra Batista
- Centro de Formação em Ciências Ambientais, Universidade Federal do Sul da Bahia, Porto Seguro, Brazil.
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Koludarov I, Velasque M, Senoner T, Timm T, Greve C, Hamadou AB, Gupta DK, Lochnit G, Heinzinger M, Vilcinskas A, Gloag R, Harpur BA, Podsiadlowski L, Rost B, Jackson TNW, Dutertre S, Stolle E, von Reumont BM. Prevalent bee venom genes evolved before the aculeate stinger and eusociality. BMC Biol 2023; 21:229. [PMID: 37867198 PMCID: PMC10591384 DOI: 10.1186/s12915-023-01656-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 06/29/2023] [Indexed: 10/24/2023] Open
Abstract
BACKGROUND Venoms, which have evolved numerous times in animals, are ideal models of convergent trait evolution. However, detailed genomic studies of toxin-encoding genes exist for only a few animal groups. The hyper-diverse hymenopteran insects are the most speciose venomous clade, but investigation of the origin of their venom genes has been largely neglected. RESULTS Utilizing a combination of genomic and proteo-transcriptomic data, we investigated the origin of 11 toxin genes in 29 published and 3 new hymenopteran genomes and compiled an up-to-date list of prevalent bee venom proteins. Observed patterns indicate that bee venom genes predominantly originate through single gene co-option with gene duplication contributing to subsequent diversification. CONCLUSIONS Most Hymenoptera venom genes are shared by all members of the clade and only melittin and the new venom protein family anthophilin1 appear unique to the bee lineage. Most venom proteins thus predate the mega-radiation of hymenopterans and the evolution of the aculeate stinger.
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Affiliation(s)
- Ivan Koludarov
- Justus Liebig University of Gießen, Institute for Insect Biotechnology, Heinrich-Buff-Ring 58, 35392, Giessen, Germany.
- Department of Informatics, Bioinformatics and Computational Biology, i12, Technical University of Munich, Boltzmannstr. 3, Garching, 85748, Munich, Germany.
| | - Mariana Velasque
- Genomics & Regulatory Systems Unit, Okinawa Institute of Science & Technology, Tancha, Okinawa, 1919, Japan
| | - Tobias Senoner
- Department of Informatics, Bioinformatics and Computational Biology, i12, Technical University of Munich, Boltzmannstr. 3, Garching, 85748, Munich, Germany
| | - Thomas Timm
- Protein Analytics, Institute of Biochemistry, Justus Liebig University, Friedrichstrasse 24, 35392, Giessen, Germany
| | - Carola Greve
- LOEWE Centre for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325, Frankfurt, Germany
| | - Alexander Ben Hamadou
- LOEWE Centre for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325, Frankfurt, Germany
| | - Deepak Kumar Gupta
- LOEWE Centre for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325, Frankfurt, Germany
| | - Günter Lochnit
- Protein Analytics, Institute of Biochemistry, Justus Liebig University, Friedrichstrasse 24, 35392, Giessen, Germany
| | - Michael Heinzinger
- Department of Informatics, Bioinformatics and Computational Biology, i12, Technical University of Munich, Boltzmannstr. 3, Garching, 85748, Munich, Germany
| | - Andreas Vilcinskas
- Justus Liebig University of Gießen, Institute for Insect Biotechnology, Heinrich-Buff-Ring 58, 35392, Giessen, Germany
- Fraunhofer Institute for Molecular Biology and Applied Ecology, Department of Bioresources, Ohlebergsweg 12, 35392, Giessen, Germany
| | - Rosalyn Gloag
- Rosalyn Gloag - School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Brock A Harpur
- Brock A. Harpur - Department of Entomology, Purdue University, 901 W. State Street, West Lafayette, IN, 47907, USA
| | - Lars Podsiadlowski
- Leibniz Institute for the Analysis of Biodiversity Change, Zoological Research Museum Alexander Koenig, Centre of Molecular Biodiversity Research, Adenauerallee 160, 53113, Bonn, Germany
| | - Burkhard Rost
- Department of Informatics, Bioinformatics and Computational Biology, i12, Technical University of Munich, Boltzmannstr. 3, Garching, 85748, Munich, Germany
| | - Timothy N W Jackson
- Australian Venom Research Unit, Department of Biochemistry and Pharmacology, University of Melbourne, Grattan Street, Parkville, Viktoria, 3010, Australia
| | | | - Eckart Stolle
- Leibniz Institute for the Analysis of Biodiversity Change, Zoological Research Museum Alexander Koenig, Centre of Molecular Biodiversity Research, Adenauerallee 160, 53113, Bonn, Germany
| | - Björn M von Reumont
- LOEWE Centre for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325, Frankfurt, Germany.
- Faculty of Biological Sciences, Group of Applied Bioinformatics, Goethe University Frankfurt, Max-Von-Laue Str. 13, 60438, Frankfurt, Germany.
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3
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Heraghty SD, Jackson JM, Lozier JD. Whole genome analyses reveal weak signatures of population structure and environmentally associated local adaptation in an important North American pollinator, the bumble bee Bombus vosnesenskii. Mol Ecol 2023; 32:5479-5497. [PMID: 37702957 DOI: 10.1111/mec.17125] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 08/21/2023] [Accepted: 08/24/2023] [Indexed: 09/14/2023]
Abstract
Studies of species that experience environmental heterogeneity across their distributions have become an important tool for understanding mechanisms of adaptation and predicting responses to climate change. We examine population structure, demographic history and environmentally associated genomic variation in Bombus vosnesenskii, a common bumble bee in the western USA, using whole genome resequencing of populations distributed across a broad range of latitudes and elevations. We find that B. vosnesenskii exhibits minimal population structure and weak isolation by distance, confirming results from previous studies using other molecular marker types. Similarly, demographic analyses with Sequentially Markovian Coalescent models suggest that minimal population structure may have persisted since the last interglacial period, with genomes from different parts of the species range showing similar historical effective population size trajectories and relatively small fluctuations through time. Redundancy analysis revealed a small amount of genomic variation explained by bioclimatic variables. Environmental association analysis with latent factor mixed modelling (LFMM2) identified few outlier loci that were sparsely distributed throughout the genome and although a few putative signatures of selective sweeps were identified, none encompassed particularly large numbers of loci. Some outlier loci were in genes with known regulatory relationships, suggesting the possibility of weak selection, although compared with other species examined with similar approaches, evidence for extensive local adaptation signatures in the genome was relatively weak. Overall, results indicate B. vosnesenskii is an example of a generalist with a high degree of flexibility in its environmental requirements that may ultimately benefit the species under periods of climate change.
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Affiliation(s)
- Sam D Heraghty
- Department of Biological Sciences, The University of Alabama, Tuscaloosa, Alabama, USA
| | - Jason M Jackson
- Department of Biological Sciences, The University of Alabama, Tuscaloosa, Alabama, USA
| | - Jeffrey D Lozier
- Department of Biological Sciences, The University of Alabama, Tuscaloosa, Alabama, USA
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4
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Vertacnik KL, Herrig DK, Godfrey RK, Hill T, Geib SM, Unckless RL, Nelson DR, Linnen CR. Evolution of five environmentally responsive gene families in a pine-feeding sawfly, Neodiprion lecontei (Hymenoptera: Diprionidae). Ecol Evol 2023; 13:e10506. [PMID: 37791292 PMCID: PMC10542623 DOI: 10.1002/ece3.10506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 07/17/2023] [Accepted: 07/21/2023] [Indexed: 10/05/2023] Open
Abstract
A central goal in evolutionary biology is to determine the predictability of adaptive genetic changes. Despite many documented cases of convergent evolution at individual loci, little is known about the repeatability of gene family expansions and contractions. To address this void, we examined gene family evolution in the redheaded pine sawfly Neodiprion lecontei, a noneusocial hymenopteran and exemplar of a pine-specialized lineage evolved from angiosperm-feeding ancestors. After assembling and annotating a draft genome, we manually annotated multiple gene families with chemosensory, detoxification, or immunity functions before characterizing their genomic distributions and molecular evolution. We find evidence of recent expansions of bitter gustatory receptor, clan 3 cytochrome P450, olfactory receptor, and antimicrobial peptide subfamilies, with strong evidence of positive selection among paralogs in a clade of gustatory receptors possibly involved in the detection of bitter compounds. In contrast, these gene families had little evidence of recent contraction via pseudogenization. Overall, our results are consistent with the hypothesis that in response to novel selection pressures, gene families that mediate ecological interactions may expand and contract predictably. Testing this hypothesis will require the comparative analysis of high-quality annotation data from phylogenetically and ecologically diverse insect species and functionally diverse gene families. To this end, increasing sampling in under-sampled hymenopteran lineages and environmentally responsive gene families and standardizing manual annotation methods should be prioritized.
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Affiliation(s)
- Kim L. Vertacnik
- Department of EntomologyUniversity of KentuckyLexingtonKentuckyUSA
| | | | - R. Keating Godfrey
- McGuire Center for Lepidoptera and Biodiversity, University of FloridaGainesvilleFloridaUSA
| | - Tom Hill
- National Institute of Allergy and Infectious DiseasesBethesdaMarylandUSA
| | - Scott M. Geib
- Tropical Crop and Commodity Protection Research UnitUnited States Department of Agriculture: Agriculture Research Service Pacific Basin Agricultural Research CenterHiloHawaiiUSA
| | - Robert L. Unckless
- Department of Molecular BiosciencesUniversity of KansasLawrenceKansasUSA
| | - David R. Nelson
- Department of Microbiology, Immunology and BiochemistryUniversity of Tennessee Health Science CenterMemphisTennesseeUSA
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5
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Rahman SR, Lozier JD. Genome-wide DNA methylation patterns in bumble bee (Bombus vosnesenskii) populations from spatial-environmental range extremes. Sci Rep 2023; 13:14901. [PMID: 37689750 PMCID: PMC10492822 DOI: 10.1038/s41598-023-41896-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 09/01/2023] [Indexed: 09/11/2023] Open
Abstract
Unraveling molecular mechanisms of adaptation to complex environments is crucial to understanding tolerance of abiotic pressures and responses to climatic change. Epigenetic variation is increasingly recognized as a mechanism that can facilitate rapid responses to changing environmental cues. To investigate variation in genetic and epigenetic diversity at spatial and thermal extremes, we use whole genome and methylome sequencing to generate a high-resolution map of DNA methylation in the bumble bee Bombus vosnesenskii. We sample two populations representing spatial and environmental range extremes (a warm southern low-elevation site and a cold northern high-elevation site) previously shown to exhibit differences in thermal tolerance and determine positions in the genome that are consistently and variably methylated across samples. Bisulfite sequencing reveals methylation characteristics similar to other arthropods, with low global CpG methylation but high methylation concentrated in gene bodies and in genome regions with low nucleotide diversity. Differentially methylated sites (n = 2066) were largely hypomethylated in the northern high-elevation population but not related to local sequence differentiation. The concentration of methylated and differentially methylated sites in exons and putative promoter regions suggests a possible role in gene regulation, and this high-resolution analysis of intraspecific epigenetic variation in wild Bombus suggests that the function of methylation in niche adaptation would be worth further investigation.
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Affiliation(s)
| | - Jeffrey D Lozier
- Department of Biological Sciences, The University of Alabama, Tuscaloosa, AL, USA
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6
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Koch JBU, Sim SB, Scheffler B, Geib SM, Smith TA. Chromosome-scale genome assembly of the rusty patched bumble bee, Bombus affinis (Cresson) (Hymenoptera: Apidae), an endangered North American pollinator. G3 (BETHESDA, MD.) 2023; 13:jkad119. [PMID: 37336593 PMCID: PMC10411558 DOI: 10.1093/g3journal/jkad119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 05/08/2023] [Indexed: 06/21/2023]
Abstract
The rusty patched bumble bee, Bombus affinis, is an important pollinator in North America and a federally listed endangered species. Due to habitat loss and large declines in population size, B. affinis is facing imminent extinction unless human intervention and recovery efforts are implemented. To better understand B. affinis biology and population genetic and genomic landscapes, we sequenced and assembled the B. affinis genome from a single haploid male. Whole genome HiFi sequencing on PacBio coupled with HiC sequencing resulted in a complete and highly contiguous contig assembly that was scaffolded into a chromosomal context, resolving 18 chromosomes distributed across the 365.1 Mb assembly. All material for both HiFi and HiC sequencing was derived from a single abdominal tissue segment from the single male. These assembly results, coupled with the minimal amount of tissue destructively sampled, demonstrate methods for generating contiguous and complete genomic resources for a rare and endangered species with limited material available and highlight the importance of sample preservation. Precise methods and applications of these methods are presented for potential applications in other species with similar limitations in specimen availability and curation considerations.
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Affiliation(s)
- Jonathan Berenguer Uhuad Koch
- Pollinating Insect Research Unit, Agricultural Research Service, U.S. Department of Agriculture, Logan, UT 84341, USA
| | - Sheina B Sim
- Tropical Pest Genetics and Molecular Biology Research Unit, U.S. Pacific Basin Agricultural Research Center, Agricultural Research Service, U.S. Department of Agriculture, Hilo, HI 96720, USA
| | - Brian Scheffler
- Genomics and Bioinformatics Research Unit, Jamie Whitten Delta States Research Center, Agricultural Research Service, U.S. Department of Agriculture, Stoneville, MS 38776, USA
| | - Scott M Geib
- Tropical Pest Genetics and Molecular Biology Research Unit, U.S. Pacific Basin Agricultural Research Center, Agricultural Research Service, U.S. Department of Agriculture, Hilo, HI 96720, USA
| | - Tamara A Smith
- Minnesota/Wisconsin Ecological Services Field Office, U.S. Fish and Wildlife Service, Bloomington, MN 55425, USA
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7
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Karin BR, Arellano S, Wang L, Walzer K, Pomerantz A, Vasquez JM, Chatla K, Sudmant PH, Bach BH, Smith LL, McGuire JA. Highly-multiplexed and efficient long-amplicon PacBio and Nanopore sequencing of hundreds of full mitochondrial genomes. BMC Genomics 2023; 24:229. [PMID: 37131128 PMCID: PMC10155392 DOI: 10.1186/s12864-023-09277-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 03/24/2023] [Indexed: 05/04/2023] Open
Abstract
BACKGROUND Mitochondrial genome sequences have become critical to the study of biodiversity. Genome skimming and other short-read based methods are the most common approaches, but they are not well-suited to scale up to multiplexing hundreds of samples. Here, we report on a new approach to sequence hundreds to thousands of complete mitochondrial genomes in parallel using long-amplicon sequencing. We amplified the mitochondrial genome of 677 specimens in two partially overlapping amplicons and implemented an asymmetric PCR-based indexing approach to multiplex 1,159 long amplicons together on a single PacBio SMRT Sequel II cell. We also tested this method on Oxford Nanopore Technologies (ONT) MinION R9.4 to assess if this method could be applied to other long-read technologies. We implemented several optimizations that make this method significantly more efficient than alternative mitochondrial genome sequencing methods. RESULTS With the PacBio sequencing data we recovered at least one of the two fragments for 96% of samples (~ 80-90%) with mean coverage ~ 1,500x. The ONT data recovered less than 50% of input fragments likely due to low throughput and the design of the Barcoded Universal Primers which were optimized for PacBio sequencing. We compared a single mitochondrial gene alignment to half and full mitochondrial genomes and found, as expected, increased tree support with longer alignments, though whole mitochondrial genomes were not significantly better than half mitochondrial genomes. CONCLUSIONS This method can effectively capture thousands of long amplicons in a single run and be used to build more robust phylogenies quickly and effectively. We provide several recommendations for future users depending on the evolutionary scale of their system. A natural extension of this method is to collect multi-locus datasets consisting of mitochondrial genomes and several long nuclear loci at once.
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Affiliation(s)
- Benjamin R Karin
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA.
- Museum of Vertebrate Zoology, University of California, Berkeley, CA, USA.
| | - Selene Arellano
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
| | - Laura Wang
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
| | - Kayla Walzer
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
| | - Aaron Pomerantz
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
| | - Juan Manuel Vasquez
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
| | - Kamalakar Chatla
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
| | - Peter H Sudmant
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
- Center for Computational Biology, University of California, Berkeley, CA, USA
| | - Bryan H Bach
- Museum of Vertebrate Zoology, University of California, Berkeley, CA, USA
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA, USA
- Innovative Genomics Institute, University of California, Berkeley, CA, USA
| | - Lydia L Smith
- Museum of Vertebrate Zoology, University of California, Berkeley, CA, USA
| | - Jimmy A McGuire
- Department of Integrative Biology, Valley Life Sciences Building, University of California, Berkeley, CA, 94708, USA
- Museum of Vertebrate Zoology, University of California, Berkeley, CA, USA
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8
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Lozier JD, Strange JP, Heraghty SD. Whole genome demographic models indicate divergent effective population size histories shape contemporary genetic diversity gradients in a montane bumble bee. Ecol Evol 2023; 13:e9778. [PMID: 36744081 PMCID: PMC9889631 DOI: 10.1002/ece3.9778] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 01/05/2023] [Accepted: 01/12/2023] [Indexed: 02/04/2023] Open
Abstract
Understanding historical range shifts and population size variation provides an important context for interpreting contemporary genetic diversity. Methods to predict changes in species distributions and model changes in effective population size (N e) using whole genomes make it feasible to examine how temporal dynamics influence diversity across populations. We investigate N e variation and climate-associated range shifts to examine the origins of a previously observed latitudinal heterozygosity gradient in the bumble bee Bombus vancouverensis Cresson (Hymenoptera: Apidae: Bombus Latreille) in western North America. We analyze whole genomes from a latitude-elevation cline using sequentially Markovian coalescent models of N e through time to test whether relatively low diversity in southern high-elevation populations is a result of long-term differences in N e. We use Maxent models of the species range over the last 130,000 years to evaluate range shifts and stability. N e fluctuates with climate across populations, but more genetically diverse northern populations have maintained greater N e over the late Pleistocene and experienced larger expansions with climatically favorable time periods. Northern populations also experienced larger bottlenecks during the last glacial period, which matched the loss of range area near these sites; however, bottlenecks were not sufficient to erode diversity maintained during periods of large N e. A genome sampled from an island population indicated a severe postglacial bottleneck, indicating that large recent postglacial declines are detectable if they have occurred. Genetic diversity was not related to niche stability or glacial-period bottleneck size. Instead, spatial expansions and increased connectivity during favorable climates likely maintain diversity in the north while restriction to high elevations maintains relatively low diversity despite greater stability in southern regions. Results suggest genetic diversity gradients reflect long-term differences in N e dynamics and also emphasize the unique effects of isolation on insular habitats for bumble bees. Patterns are discussed in the context of conservation under climate change.
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Affiliation(s)
- Jeffrey D. Lozier
- Department of Biological SciencesThe University of AlabamaTuscaloosaAlabamaUSA
| | - James P. Strange
- Department of EntomologyThe Ohio State UniversityColumbusOhioUSA
| | - Sam D. Heraghty
- Department of Biological SciencesThe University of AlabamaTuscaloosaAlabamaUSA
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9
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Zhao X, Liu Y. Current Knowledge on Bee Innate Immunity Based on Genomics and Transcriptomics. Int J Mol Sci 2022; 23:ijms232214278. [PMID: 36430757 PMCID: PMC9692672 DOI: 10.3390/ijms232214278] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/28/2022] [Accepted: 11/14/2022] [Indexed: 11/19/2022] Open
Abstract
As important pollinators, bees play a critical role in maintaining the balance of the ecosystem and improving the yield and quality of crops. However, in recent years, the bee population has significantly declined due to various pathogens and environmental stressors including viruses, bacteria, parasites, and increased pesticide application. The above threats trigger or suppress the innate immunity of bees, their only immune defense system, which is essential to maintaining individual health and that of the colony. In addition, bees can be divided into solitary and eusocial bees based on their life traits, and eusocial bees possess special social immunities, such as grooming behavior, which cooperate with innate immunity to maintain the health of the colony. The omics approach gives us an opportunity to recognize the distinctive innate immunity of bees. In this regard, we summarize innate bee immunity from a genomic and transcriptomic perspective. The genetic characteristics of innate immunity were revealed by the multiple genomes of bees with different kinds of sociality, including honeybees, bumblebees, wasps, leaf-cutter bees, and so on. Further substantial transcriptomic data of different tissues from diverse bees directly present the activation or suppression of immune genes under the infestation of pathogens or toxicity of pesticides.
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Affiliation(s)
- Xiaomeng Zhao
- College of Engineering, Hebei Normal University, Shijiazhuang 050024, China
| | - Yanjie Liu
- Key Laboratory for Insect-Pollinator Biology of the Ministry of Agriculture and Rural Affairs, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing 100093, China
- Correspondence:
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10
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Nakajima Y, Ogura A. Genomics and effective trait candidates of edible insects. FOOD BIOSCI 2022. [DOI: 10.1016/j.fbio.2022.101793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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11
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Christmas MJ, Jones JC, Olsson A, Wallerman O, Bunikis I, Kierczak M, Whitley KM, Sullivan I, Geib JC, Miller-Struttmann NE, Webster MT. A genomic and morphometric analysis of alpine bumblebees: Ongoing reductions in tongue length but no clear genetic component. Mol Ecol 2021; 31:1111-1127. [PMID: 34837435 DOI: 10.1111/mec.16291] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 11/16/2021] [Accepted: 11/22/2021] [Indexed: 11/29/2022]
Abstract
Over the last six decades, populations of the bumblebees Bombus sylvicola and Bombus balteatus in Colorado have experienced decreases in tongue length, a trait important for plant-pollinator mutualisms. It has been hypothesized that this observation reflects selection resulting from shifts in floral composition under climate change. Here we used morphometrics and population genomics to determine whether morphological change is ongoing, investigate the genetic basis of morphological variation, and analyse population structure in these populations. We generated a genome assembly of B. balteatus. We then analysed whole-genome sequencing data and morphometric measurements of 580 samples of both species from seven high-altitude localities. Out of 281 samples originally identified as B. sylvicola, 67 formed a separate genetic cluster comprising a newly-discovered cryptic species ("incognitus"). However, an absence of genetic structure within species suggests that gene flow is common between mountains. We found a significant decrease in tongue length between bees collected between 2012-2014 and in 2017, indicating that morphological shifts are ongoing. We did not discover any genetic associations with tongue length, but a SNP related to production of a proteolytic digestive enzyme was implicated in body size variation. We identified evidence of covariance between kinship and both tongue length and body size, which is suggestive of a genetic component of these traits, although it is possible that shared environmental effects between colonies are responsible. Our results provide evidence for ongoing modification of a morphological trait important for pollination and indicate that this trait probably has a complex genetic and environmental basis.
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Affiliation(s)
- Matthew J Christmas
- Department of Medical Biochemistry and Microbiology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Julia C Jones
- Department of Medical Biochemistry and Microbiology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden.,School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Anna Olsson
- Department of Medical Biochemistry and Microbiology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Ola Wallerman
- Department of Medical Biochemistry and Microbiology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Ignas Bunikis
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Marcin Kierczak
- Department of Cell and Molecular Biology, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Kaitlyn M Whitley
- Department of Biology, Appalachian State University, Boone, North Carolina, USA.,U.S. Department of Agriculture, Agriculture Research Service, Charleston, South Carolina, USA
| | - Isabel Sullivan
- Department of Biology, Appalachian State University, Boone, North Carolina, USA.,Marine Estuarine Environmental Sciences, University of Maryland, College Park, Maryland, USA
| | - Jennifer C Geib
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | | | - Matthew T Webster
- Department of Medical Biochemistry and Microbiology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
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Walsh AT, Triant DA, Le Tourneau JJ, Shamimuzzaman M, Elsik CG. Hymenoptera Genome Database: new genomes and annotation datasets for improved go enrichment and orthologue analyses. Nucleic Acids Res 2021; 50:D1032-D1039. [PMID: 34747465 PMCID: PMC8728238 DOI: 10.1093/nar/gkab1018] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/06/2021] [Accepted: 10/12/2021] [Indexed: 01/02/2023] Open
Abstract
We report an update of the Hymenoptera Genome Database (HGD; http://HymenopteraGenome.org), a genomic database of hymenopteran insect species. The number of species represented in HGD has nearly tripled, with fifty-eight hymenopteran species, including twenty bees, twenty-three ants, eleven wasps and four sawflies. With a reorganized website, HGD continues to provide the HymenopteraMine genomic data mining warehouse and JBrowse/Apollo genome browsers integrated with BLAST. We have computed Gene Ontology (GO) annotations for all species, greatly enhancing the GO annotation data gathered from UniProt with more than a ten-fold increase in the number of GO-annotated genes. We have also generated orthology datasets that encompass all HGD species and provide orthologue clusters for fourteen taxonomic groups. The new GO annotation and orthology data are available for searching in HymenopteraMine, and as bulk file downloads.
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Affiliation(s)
- Amy T Walsh
- Division of Animal Sciences, University of Missouri, Columbia, MO 65211, USA
| | - Deborah A Triant
- Division of Animal Sciences, University of Missouri, Columbia, MO 65211, USA
| | | | - Md Shamimuzzaman
- Division of Animal Sciences, University of Missouri, Columbia, MO 65211, USA
| | - Christine G Elsik
- Division of Animal Sciences, University of Missouri, Columbia, MO 65211, USA.,Division of Plant Science & Technology, University of Missouri, Columbia, MO 65211, USA.,MU Institute for Data Science & Informatics, University of Missouri, Columbia, MO 65211, USA
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13
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Rahman SR, Terranova T, Tian L, Hines HM. Developmental Transcriptomics Reveals a Gene Network Driving Mimetic Color Variation in a Bumble Bee. Genome Biol Evol 2021; 13:6244266. [PMID: 33881508 PMCID: PMC8220310 DOI: 10.1093/gbe/evab080] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/10/2021] [Indexed: 11/24/2022] Open
Abstract
A major goal of evolutionary genetics and evo-devo is to understand how changes in genotype manifest as changes in phenotype. Bumble bees display remarkable color pattern diversity while converging onto numerous regional Müllerian mimicry patterns, thus enabling exploration of the genetic mechanisms underlying convergent phenotypic evolution. In western North America, multiple bumble bee species converge onto local mimicry patterns through parallel shifts of midabdominal segments from red to black. It was previously demonstrated that a Hox gene, Abd-B, is the key regulator of the phenotypic switch in one of these species, Bombus melanopygus, however, the mechanism by which Abd-B regulates color differentiation remains unclear. Using tissue/stage-specific transcriptomic analysis followed by qRT–PCR validation, this study reveals a suite of genes potentially involved downstream of Abd-B during color pattern differentiation. The data support differential genes expression of not only the first switch gene Abd-B, but also an intermediate developmental gene nubbin, and a whole suite of downstream melanin and redox genes that together reinforce the observed eumelanin (black)-pheomelanin (red) ratios. These include potential genes involved in the production of insect pheomelanins, a pigment until recently not thought to occur in insects and thus lacking known regulatory enzymes. The results enhance understanding of pigmentation gene networks involved in bumble bee color pattern development and diversification, while providing insights into how upstream regulators such as Hox genes interact with downstream morphogenic players to facilitate this adaptive phenotypic radiation.
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Affiliation(s)
- Sarthok Rasique Rahman
- Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA.,Department of Biological Sciences, The University of Alabama, Tuscaloosa, Alabama, USA
| | - Tatiana Terranova
- Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Li Tian
- Department of Entomology, China Agricultural University, Beijing, China
| | - Heather M Hines
- Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA.,Department of Entomology, The Pennsylvania State University, University Park, Pennsylvania, USA
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