Biodiversity seen through the perspective of insects: 10 simple rules on methodological choices and experimental design for genomic studies
Status PubMed-not-MEDLINE Jazyk angličtina Země Spojené státy americké Médium electronic-ecollection
Typ dokumentu časopisecké články
PubMed
31106048
PubMed Central
PMC6499058
DOI
10.7717/peerj.6727
PII: 6727
Knihovny.cz E-zdroje
- Klíčová slova
- Evolution, High-throughput sequencing, Insect genomics, Museomics, Taxonomic impediment,
- Publikační typ
- časopisecké články MeSH
Massively parallel DNA sequencing opens up opportunities for bridging multiple temporal and spatial dimensions in biodiversity research, thanks to its efficiency to recover millions of nucleotide polymorphisms. Here, we identify the current status, discuss the main challenges, and look into future perspectives on biodiversity genomics focusing on insects, which arguably constitute the most diverse and ecologically important group among all animals. We suggest 10 simple rules that provide a succinct step-by-step guide and best-practices to anyone interested in biodiversity research through the study of insect genomics. To this end, we review relevant literature on biodiversity and evolutionary research in the field of entomology. Our compilation is targeted at researchers and students who may not yet be specialists in entomology or molecular biology. We foresee that the genomic revolution and its application to the study of non-model insect lineages will represent a major leap to our understanding of insect diversity.
Biodiversity Unit University of Turku Turku Finland
Department of Bioinformatics and Genetics Swedish Museum of Natural History Stockholm Sweden
Department of Biological and Environmental Sciences University of Gothenburg Gothenburg Sweden
Department of Biology Lund University Lund Sweden
Department of Eukaryotic Microbiology University of Duisburg Essen Essen Germany
Department of Zoology Stockholm University Stockholm Sweden
Gothenburg Global Biodiversity Centre Gothenburg Sweden
Institute of Entomology Biology Centre CAS České Budějovice Czech Republic
Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
Royal Botanical Garden Kew Richmond Surrey UK
Section for Evolutionary Genomics Department of Biology University of Copenhagen Copenhagen Denmark
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Agosti D, Majer JD, Alonso LE, Schultz TR. Ants. Standard methods for measuring and monitoring biodiversity. Washington, D.C.: Smithsonian Institution Press; 2000.
Alberdi A, Aizpurua O, Gilbert MTP, Bohmann K. Scrutinizing key steps for reliable metabarcoding of environmental samples. Methods in Ecology and Evolution. 2018;9(1):134–147. doi: 10.1111/2041-210X.12849. DOI
Andermann T, Cano Á, Zizka A, Bacon C, Antonelli A. SECAPR—a bioinformatics pipeline for the rapid and user-friendly processing of Illumina sequences, from raw reads to alignments. PeerJ. 2018;6:e5175. doi: 10.7717/peerj.5175. PubMed DOI PMC
Andrews KR, Good JM, Miller MR, Luikart G, Hohenlohe PA. Harnessing the power of RADseq for ecological and evolutionary genomics. Nature Reviews Genetics. 2016;17(2):81–92. doi: 10.1038/nrg.2015.28. PubMed DOI PMC
Antonelli A, Perrigo A. The science and ethics of extinction. Nature Ecology & Evolution. 2018;2(4):581. doi: 10.1038/s41559-018-0500-z. PubMed DOI
Audisio P. Insect taxonomy, biodiversity research and the new taxonomic impediments. Fragmenta Entomologica. 2017;49(2):121–124. doi: 10.4081/fe.2017.252. DOI
Barnosky AD, Matzke N, Tomiya S, Wogan GOU, Swartz B, Quental TB, Marshall C, McGuire JL, Lindsey EL, Maguire KC, Mersey B, Ferrer EA. Has the Earth’s sixth mass extinction already arrived? Nature. 2011;471(7336):51–57. doi: 10.1038/nature09678. PubMed DOI
Basset Y, Barrios H, Segar S, Srygley RB, Aiello A, Warren AD, Delgado F, Coronado J, Lezcano J, ARizala S, Rivera M, Perez F, Bobadilla R, Lopez Y, Ramirez JA. The butterflies of Barro Colorado Island, Panama: local extinction since the 1930s. PLOS ONE. 2015;10(8):e0136623. doi: 10.1371/journal.pone.0136623. PubMed DOI PMC
Basset Y, Novotny V, Miller SE, Kitching RL. Methodological advances and limitations in canopy entomology. In: Basset Y, Novotny V, Miller SE, Kitching RL, editors. Arthropods of Tropical Forests: Spatio-Temporal Dynamics and Resource Use in the Canopy. Cambridge: Cambridge University Press; 2003. pp. 7–16.
Behura SK. Insect phylogenomics. Insect Molecular Biology. 2015;24(4):403–411. doi: 10.1111/imb.12174. PubMed DOI PMC
Blaimer BB, Lloyd MW, Guillory WX, Brady SG. Sequence capture and phylogenetic utility of genomic ultraconserved elements obtained from pinned insect specimens. PLOS ONE. 2016;11(8):e0161531. doi: 10.1371/journal.pone.0161531. PubMed DOI PMC
Borkent A, Brown BV. How to inventory tropical flies (Diptera)—one of the megadiverse orders of insects. Zootaxa. 2015;3949(3):301–322. doi: 10.11646/zootaxa.3949.3.1. PubMed DOI
Boyer F, Mercier C, Bonin A, Le Bras Y, Taberlet P, Coissac E. OBITOOLS: a UNIX-inspired software package for DNA metabarcoding. Molecular Ecology Resources. 2016;16(1):176–182. doi: 10.1111/1755-0998.12428. PubMed DOI
Bravo GA, Antonelli A, Bacon CD, Bartoszek K, Huynh S, Jones G, Knowles LL, Lamichhaney S, Marcussen T, Nakhleh LK, Oxelman B, Pfeil B, Schliep A, Werneck FP, Wiedenhoeft J, Willows-Munro S, Edwards SV. Embracing heterogeneity: building the tree of life and the future of phylogenomics. PeerJ Preprints. 2018;6:e26449v3. doi: 10.7287/peerj.preprints.26449v3. PubMed DOI PMC
Breinholt JW, Earl C, Lemmon AR, Lemmon EM, Xiao L, Kawahara AY. Resolving relationships among the megadiverse butterflies and moths with a novel pipeline for anchored phylogenomics. Systematic Biology. 2018;67(1):78–93. doi: 10.1093/sysbio/syx048. PubMed DOI
Buerki S, Baker WJ. Collections-based research in the genomic era. Biological Journal of the Linnean Society. 2016;117(1):5–10. doi: 10.1111/bij.12721. DOI
Burrell AS, Disotell TR, Bergey CM. The use of museum specimens with high-throughput DNA sequencers. Journal of Human Evolution. 2015;79:35–44. doi: 10.1016/j.jhevol.2014.10.015. PubMed DOI PMC
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Peña AG, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, Mcdonald D, Muegge BD, Pirrung M, Reeder J, Sevinsky JR, Turnbaugh PJ, Walters WA, Widmann J, Yatsunenko T, Zaneveld J, Knight R. QIIME allows analysis of high-throughput community sequencing data. Nature Methods. 2010;7(5):335–336. doi: 10.1038/nmeth.f.303. PubMed DOI PMC
Carøe C, Gopalakrishnan S, Vinner L, Mak SST, Sinding M-HS, Samaniego JA, Wales N, Sicheritz-Pontén T, Gilbert MTP. Single-tube library preparation for degraded DNA. Methods in Ecology and Evolution. 2018;9(2):410–419. doi: 10.1111/2041-210X.12871. DOI
Castalanelli MA, Severtson DL, Brumley CJ, Szito A, Foottit RG, Grimm M, Munyard K, Groth DM. A rapid non-destructive DNA extraction method for insects and other arthropods. Journal of Asia-Pacific Entomology. 2010;13(3):243–248. doi: 10.1016/j.aspen.2010.04.003. DOI
Ceballos G, Ehrlich PR, Barnosky AD, García A, Pringle RM, Palmer TM. Accelerated modern human–induced species losses: entering the sixth mass extinction. Sciences Advances. 2015;1(5):e1400253. doi: 10.1126/sciadv.1400253. PubMed DOI PMC
Ceríaco LMP, Gutiérrez EE, Dubois A, Abdala CS, Alqarni AS, Adler K, Adriano EA, Aescht E, Agarwal I, Agatha S, Agosti D, Aguiar AJC, Aguiar JJM, Ahrens D, Aleixo A, Alves MJ, Do Amaral FR, Ananjeva N, Andrade MC, De Andrade MB, Andreone F, Aquino PPU, Araujo PB, Arnaud H, Arroyave J, Arthofer W, Artois TJ, Astúa D, Azevedo C, Bagley JC, Baldo D, Barber-James HM, Bärmann EV, Bastos-Silveira C, Bates MF, Bauer AM, Bauer F, Benine RC, Bennett DJ, Bentlage B, Berning B, Bharti D, Biondo C, Birindelli J, Blick T, Boano G, Bockmann FA, Bogdanowicz W, Böhme W, Borgo E, Borkin L, Bornschein MR, Bour R, Branch WR, Brasileiro CA, Braun JK, Bravo GA, Brendonck L, Brito GRR, Britto MR, Buckup PA, Burckhardt D, Burkhardt U, Busack SD, Campos LA, Canard A, Cancello EM, Caramaschi U, Carpenter JM, Carr M, Carrenho R, Cartaxana A, Carvajal MA, Carvalho GS, De Carvalho MR, Chaabane A, Chagas C, Chakrabarty P, Chandra K, Chatzimanolis S, Chordas SW, Christoff AU, Cianferoni F, Claramunt S, Cogãlniceanu D, Collette BB, Colli GR, Colston TJ, Conradie W, Constant J, Constantino R, Cook JA, Cordeiro D, Correia AM, Cotterill FPD, Coyner B, Cozzuol MA, Cracraft J, Crottini A, Cuccodoro G, Curcio FF, D’Udekem D’Acoz C, D’Elía G, D’Haese CA, Das I, Datovo A, Datta-Roy A, David P, Day JG, Daza JD, De Bisthoven LJ, De La Riva De La Viña IJ, De Muizon C, De Pinna M, Piacentini VDQ, De Sá RO, De Vivo M, Decher J, Dekoninck W, Delabie JHC, Delfino M, Delmastro GB, Delsinne T, Denys C, Denzer W, Desutter-Grandcolas L, Deuti K, De Resbecq TD, Di Dario F, Dinets V, DoNascimiento C, Donoso DA, Doria G, Drewes RC, Drouet E, Duarte M, Durette-Desset MC, Dusoulier F, Dutta SK, Engel MS, Epstein M, Escalona M, Esselstyn JA, Eto K, Faivovich J, Falaschi RL, Falin ZH, Faundez EI, Feijó A, Feitosa RM, Fernandes DS, Fikáček M, Fisher BL, FitzPatrick MJ, Forero D, Franz I, Freitag H, Frétey T, Fritz U, Gallut C, Gao S, Garbino GST, Garcete-Barrett BR, García-Prieto L, García FJ, Garcia PCA, Gardner AL, Gardner SL, Garrouste R, Geiger MF, Giarla TC, Giri V, Glaubrecht M, Glotzhober RC, Godoi FSP, Gofas S, Gonçalves PR, Gong J, Gonzalez VH, González-Orej JA, González-Santillán E, González-Soriano E, Goodman SM, Grandcolas P, Grande L, Greenbaum E, Gregorin R, Grillitsch H, Grismer LL, Grootaert P, Grosjean S, Guarino FM, Guayasamin JM, Guénard B, Guevara L, Guidoti M, Gupta D, Gvoždík V, Haddad CFB, Hallermann J, et al. Photography-based taxonomy is inadequate, unnecessary, and potentially harmful for biological sciences. Zootaxa. 2016;4196(3):435–445. doi: 10.11646/zootaxa.4196.3.9. PubMed DOI
Cicconardi F, Borges PAV, Strasberg D, Oromí P, López H, Pérez-Delgado AJ, Casquet J, Caujapé-Castells J, Fernández-Palacios JM, Thébaud C, Emerson BC. MtDNA metagenomics reveals large-scale invasion of belowground arthropod communities by introduced species. Molecular Ecology. 2017;26(12):3104–3115. doi: 10.1111/mec.14037. PubMed DOI
Corthals A, Desalle R. An application of tissue and DNA banking for genomics and conservation: the Ambrose Monell Cryo-Collection (AMCC) Systematic Biology. 2005;54(5):819–823. doi: 10.1080/10635150590950353. PubMed DOI
Cox-Foster DL, Conlan S, Holmes EC, Palacios G, Evans JD, Moran NA, Quan P-L, Briese T, Hornig M, Geiser DM, Martinson V, Kalkstein AL, Drysdale A, Hui J, Zhai J, Cui L, Hutchison SK, Simons JF, Egholm M, Pettis JS, Lipkin WI. A metagenomic survey of microbes in honey bee colony collapse disorder. Science. 2007;318(5848):283–288. doi: 10.1126/science.1146498. PubMed DOI
Crampton-Platt A, Timmermans MJTN, Gimmel ML, Kutty SN, Cockerill TD, Khen CV, Vogler AP. Soup to tree: the phylogeny of beetles inferred by mitochondrial metagenomics of a Bornean rainforest sample. Molecular Biology and Evolution. 2015;32(9):2302–2316. doi: 10.1093/molbev/msv111. PubMed DOI PMC
Crampton-Platt A, Yu DW, Zhou X, Vogler AP. Mitochondrial metagenomics: letting the genes out of the bottle. GigaScience. 2016;5(1):15. doi: 10.1186/s13742-016-0120-y. PubMed DOI PMC
Cruaud A, Groussier G, Genson G, Sauné L, Polaszek A, Rasplus JY. Pushing the limits of whole genome amplification: successful sequencing of RADseq library from a single microhymenopteran (Chalcidoidea, Trichogramma) PeerJ. 2018;6:e5640. doi: 10.7717/peerj.5640. PubMed DOI PMC
Cruaud A, Nidelet S, Arnal P, Weber A, Fusu L, Gumovsky A, Rasplus JY. Optimised DNA extraction and library preparation for minute arthropods: application to target enrichment in chalcid wasps used for biocontrol. BioRxiv. 2019:437590. doi: 10.1101/437590. PubMed DOI
Dasmahapatra KK, Walters JR, Briscoe AD, Davey JW, Whibley A, Nadeau NJ, Zimin A V, Hughes DST, Ferguson LC, Martin SH, Salazar C, Lewis JJ, Adler S, Ahn S-J, Baker DA, Baxter SW, Chamberlain NL, Chauhan R, Counterman BA, Dalmay T, Gilbert LE, Gordon K, Heckel DG, Hines HM, Hoff KJ, Holland PWH, Jacquin-Joly E, Jiggins FM, Jones RT, Kapan DD, Kersey P, Lamas G, Lawson D, Mapleson D, Maroja LS, Martin A, Moxon S, Palmer WJ, Papa R, Papanicolaou A, Pauchet Y, Ray DA, Rosser N, Salzberg SL, Supple MA, Surridge A, Tenger-Trolander A, Vogel H, Wilkinson PA, Wilson D, Yorke JA, Yuan F, Balmuth AL, Eland C, Gharbi K, Thomson M, Gibbs RA, Han Y, Jayaseelan JC, Kovar C, Mathew T, Muzny DM, Ongeri F, Pu L-L, Qu J, Thornton RL, Worley KC, Wu Y-Q, Linares M, Blaxter ML, Ffrench-Constant RH, Joron M, Kronforst MR, Mullen SP, Reed RD, Scherer SE, Richards S, Mallet J, Owen McMillan W, Jiggins CD. Butterfly genome reveals promiscuous exchange of mimicry adaptations among species. Nature. 2012;487(7405):94–98. doi: 10.1038/nature11041. PubMed DOI PMC
De Carvalho MR, Bockmann FA, Amorim DS, Brandao CRF, de Vivo M, de Figueiredo JL, Britski HA, de Pinna MCC, Menezes NA, Marques FPL, Papavero N, Cancello EM, Crisci JV, McEachran JD, Schelly RC, Lundberg JG, Gill AC, Britz R, Wheeler QD, Stiassny MLJ, Parenti LR, Page LM, Wheeler WC, Faivovich J, Vari RP, Grande L, Humphries CJ, DeSalle R, Ebach MC, Nelson GJ. Taxonomic impediment or impediment to taxonomy? A commentary on systematics and the cybertaxonomic-automation paradigm. Evolutionary Biology. 2007;34(3–4):140–143. doi: 10.1007/s11692-007-9011-6. DOI
Deagle BE, Jarman SN, Coissac E, Pompanon F, Taberlet P. DNA metabarcoding and the cytochrome c oxidase subunit I marker: not a perfect match. Biology Letters. 2014;10(9):20140562. doi: 10.1098/rsbl.2014.0562. PubMed DOI PMC
Di Castri F, Vernhes JR, Younes T. The network approach for understanding global biodiversity. Biology International. The News Magazine of the International Union of Biological Sciences. 1992;25:3–9.
Dillon N, Austin AD, Bartowsky E. Comparison of preservation techniques for DNA extraction from hymenopterous insects. Insect Molecular Biology. 1996;5(1):21–24. doi: 10.1111/j.1365-2583.1996.tb00036.x. PubMed DOI
Dowle EJ, Pochon X, Banks JC, Shearer K, Wood SA. Targeted gene enrichment and high-throughput sequencing for environmental biomonitoring: a case study using freshwater macroinvertebrates. Molecular Ecology Resources. 2016;16(5):1240–1254. doi: 10.1111/1755-0998.12488. PubMed DOI
Dubois A. The International Code of Zoological Nomenclature must be drastically improved before it is too late. Bionomina. 2011;2(1):1–104. doi: 10.11646/bionomina.2.1.1. DOI
Eaton DA. PyRAD: assembly of de novo RADseq loci for phylogenetic analyses. Bioinformatics. 2014;30(13):1844–1849. doi: 10.1093/bioinformatics/btu121. PubMed DOI
Eaton DAR, Overcast I. ipyrad: interactive assembly and analysis of RADseq data sets. 2016. https://ipyrad.readthedocs.io/ https://ipyrad.readthedocs.io/ PubMed
Ebach MC, Valdecasas AG, Wheeler QD. Impediments to taxonomy and users of taxonomy: accessibility and impact evaluation. Cladistics. 2011;27(5):550–557. doi: 10.1111/j.1096-0031.2011.00348.x. PubMed DOI
Emerson KJ, Merz CR, Catchen JM, Hohenlohe PA, Cresko WA, Bradshaw WE, Holzapfel CM. Resolving postglacial phylogeography using high-throughput sequencing. Proceedings of the National Academy of Sciences of the United States of America. 2010;107(37):16196–16200. doi: 10.1073/pnas.1006538107. PubMed DOI PMC
Faircloth BC. Identifying conserved genomic elements and designing universal probe sets to enrich them. biorxiv preprint. 2016a:077172. doi: 10.1101/077172. DOI
Faircloth BC. PHYLUCE is a software package for the analysis of conserved genomic loci. Bioinformatics. 2016b;32(5):786–788. doi: 10.1093/bioinformatics/btv646. PubMed DOI
Faircloth BC, Branstetter MG, White ND, Brady SG. Target enrichment of ultraconserved elements from arthropods provides a genomic perspective on relationships among Hymenoptera. Molecular Ecology Resources. 2015;15(3):489–501. doi: 10.1111/1755-0998.12328. PubMed DOI PMC
Ferro ML, Park J-S. Effect of propylene glycol concentration on mid-term DNA preservation of Coleoptera. Coleopterists Bulletin. 2013;67(4):581–586. doi: 10.1649/0010-065X-67.4.581. DOI
Frøslev TG, Kjøller R, Bruun HH, Ejrnæs R, Brunbjerg AK, Pietroni C, Hansen AJ. Algorithm for post-clustering curation of DNA amplicon data yields reliable biodiversity estimates. Nature Communications. 2017;8(1):1188. doi: 10.1038/s41467-017-01312-x. PubMed DOI PMC
Fu X, Li J, Tian Y, Quan W, Zhang S, Liu Q, Liang F, Zhu X, Zhang L, Wag D, Hu J. Long-read sequence assembly of the firefly Pyrocoelia pectoralis genome. GigaScience. 2017;6(12):1–7. doi: 10.1093/gigascience/gix112. PubMed DOI PMC
García-Robledo C, Erickson DL, Staines CL, Erwin TL, Kress WJ. Tropical plant-herbivore networks: reconstructing species interactions using DNA barcodes. PLOS ONE. 2013;8(1):e52967. doi: 10.1371/journal.pone.0052967. PubMed DOI PMC
Garnett ST, Christidis L. Taxonomy anarchy hampers conservation. Nature. 2017;546(7656):25–27. doi: 10.1038/546025a. PubMed DOI
Gilbert MTP, Moore W, Melchior L, Worebey M. DNA extraction from dry museum beetles without conferring external morphological damage. PLOS ONE. 2007a;2(3):e272. doi: 10.1371/journal.pone.0000272. PubMed DOI PMC
Gilbert MTP, Sanchez JJ, Haselkorn T, Jewell LD, Lucas SB, Van Marck E, Børsting C, Morling N, Worobey M. Multiplex PCR with minisequencing as an effective high-throughput SNP typing method for formalin-fixed tissue. Electrophoresis. 2007b;28(14):2361–2367. doi: 10.1002/elps.200600589. PubMed DOI
Gilbert MTP, Tomsho LP, Rendulic S, Packard M, Drautz DI, Sher A, Tikhonov A, Dalén L, Kuznetsova T, Kosintsev P, Campos PF, Higham T, Collins MJ, Wilson AS, Shidlovskiy F, Buigues B, Ericson PGP, Germonpré M, Götherström A, Iacumin P, Nikolaev V, Nowak-Kemp M, Willerslev E, Knight JR, Irzyk GP, Perbost CS, Fredrikson KM, Harkins TT, Sheridan S, Miller W, Schuster SC. Whole-genome shotgun sequencing of mitochondria from ancient hair shafts. Science. 2007c;317(5846):1927–1930. doi: 10.1126/science.1146971. PubMed DOI
Gómez IC, Sääksjärvi IE, Mayhew PJ, Pollet M, Rey del Castillo C, Nieves-Aldrey JL, Broad GR, Roininen H, Tuomisto H. Variation in the species richness of parasitoid wasps (Ichneumonidae: Pimplinae and Rhyssinae) across sites on different continents. Insect Conservation and Diversity. 2018;11(3):305–316. doi: 10.1111/icad.12281. DOI
Gómez-Rodríguez C, Timmermans MJTN, Crampton-Platt A, Vogler AP. Intraspecific genetic variation in complex assemblages from mitochondrial metagenomics: comparison with DNA barcodes. Methods in Ecology and Evolution. 2017;8(2):248–256. doi: 10.1111/2041-210X.12667. DOI
Goodwin S, McPherson JD, McCombie WR. Coming of age: ten years of next-generation sequencing technologies. Nature Reviews Genetics. 2016;17(6):333–351. doi: 10.1038/nrg.2016.49. PubMed DOI PMC
Gottdenker NL, Chaves LF, Calzada JE, Peterson JK, Santamaría A, Pineda V, Saldaña A. Trypanosoma cruzi and Trypanosoma rangeli co-infection patterns in insect vectors vary across habitat types in a fragmented forest landscape. Parasitology Open. 2016;2:e10. doi: 10.1017/pao.2016.9. DOI
Grimaldi D, Engel MS. Evolution of the insects. New York: Cambridge University Press; 2005.
Hamilton AJ, Basset Y, Benke KK, Grimbacher PS, Miller SE, Novotný V, Samuelson GA, Stork NE, Weiblen GD, Yen JDL. Quantifying uncertainty in estimation of tropical arthropod species richness. American Naturalist. 2010;176(1):90–95. doi: 10.1086/652998. PubMed DOI
Hammer TJ, Janzen DH, Hallwachs W, Jaffe SP, Fierer N. Caterpillars lack a resident gut microbiome. Proceedings of the National Academy of Sciences of the United States of America. 2017;114(36):9641–9646. doi: 10.1073/pnas.1707186114. PubMed DOI PMC
Heintzman PD, Elias SA, Moore K, Paszkiewicz K, Barnes I. Characterizing DNA preservation in degraded specimens of Amara alpina (Carabidae: Coleoptera) Molecular Ecology Resources. 2014;14(3):606–615. doi: 10.1111/1755-0998.12205. PubMed DOI
Hendrich L, Morinière J, Haszprunar G, Hebert PDN, Hausmann A, Köhler F, Balke M. A comprehensive DNA barcode database for Central European beetles with a focus on Germany: adding more than 3500 identified species to BOLD. Molecular Ecology Resources. 2015;15(4):795–818. doi: 10.1111/1755-0998.12354. PubMed DOI
Höfer H, Astrin J, Holstein J, Spelda J, Meyer F, Zarte N. Propylene glycol—a useful capture preservative for spiders for DNA barcoding. Arachnologische Mitteilungen. 2015;50:30–36. doi: 10.5431/aramit5005. DOI
Huse SM, Welch DM, Morrison HG, Sogin ML. Ironing out the wrinkles in the rare biosphere through improved OTU clustering. Environmental Microbiology. 2010;12(7):1889–1898. doi: 10.1111/j.1462-2920.2010.02193.x. PubMed DOI PMC
Ji Y, Ashton L, Pedley SM, Edwards DP, Tang Y, Nakamura A, Kitching R, Dolman PM, Woodcock P, Edwards FA, Larsen TH, Hsu WW, Benedick S, Hamer KC, Wilcove DS, Bruce C, Wang X, Levi T, Lott M, Emerson BC, Yu DW. Reliable, verifiable and efficient monitoring of biodiversity via metabarcoding. Ecology Letters. 2013;16(10):1245–1257. doi: 10.1111/ele.12162. PubMed DOI
Jiggins CD. The ecology and evolution of heliconius butterflies. Oxford: Oxford University Press; 2016.
Kanda K, Pflug JM, Sproul JS, Dasenko MA, Maddison DR. Successful recovery of nuclear protein-coding genes from small insects in museums using Illumina sequencing. PLOS ONE. 2015;10(12):e0143929. doi: 10.1371/journal.pone.0143929. PubMed DOI PMC
Kelley JL, Peyton JT, Fiston-Lavier AS, Teets NM, Yee MC, Johnston JS, Bustamante CD, Lee RE, Denlinger DL. Compact genome of the Antarctic midge is likely an adaptation to an extreme environment. Nature Communications. 2014;5(1):4611. doi: 10.1038/ncomms5611. PubMed DOI PMC
Knölke S, Erlacher S, Hausmann A, Miller MA, Segerer AH. A procedure for combined genitalia dissection and DNA extraction in Lepidoptera. Insect Systematics & Evolution. 2005;35(4):401–409. doi: 10.1163/187631204788912463. DOI
Koebler J. Earth’s life-forms collected to aid in genetic research. Washington, D.C.: National Geographic News; 2013.
Korlach J, Gedman G, Kingan SB, Chin C-S, Howard JT, Audet J-N, Cantin L, Jarvis ED. De novo PacBio long-read and phased avian genome assemblies correct and add to reference genes generated with intermediate and short reads. GigaScience. 2017;6(10):1–16. doi: 10.1093/gigascience/gix085. PubMed DOI PMC
Krehenwinkel H, Pomerantz A, Henderson JB, Kennedy SR, Lim JY, Swamy V, Shoobridge JD, Patel NH, Gillespie RG, Prost S. Nanopore sequencing of long ribosomal DNA amplicons enables portable and simple biodiversity assessments with high phylogenetic resolution across broad taxonomic scale. biorxiv preprint. 2018:358572. doi: 10.1101/358572. PubMed DOI PMC
Lamarre GPA, Molto Q, Fine PVA, Baraloto C. A comparison of two common flight interception traps to survey tropical arthropods. ZooKeys. 2012;216:43–55. doi: 10.3897/zookeys.216.3332. PubMed DOI PMC
Larsen TH. Core standardized methods for rapid biological field assessment. Arlington: Conservation International; 2016.
Lemmon EM, Lemmon AR. High-throughput genomic data in systematics and phylogenetics. Annual Review of Ecology, Evolution, and Systematics. 2013;44(1):99–121. doi: 10.1146/annurev-ecolsys-110512-135822. DOI
Lim GS, Balke M, Meier R. Determining species boundaries in a world full of rarity: singletons, species delimitation methods. Systematic Biology. 2012;61(1):165–169. doi: 10.1093/sysbio/syr030. PubMed DOI
Linard B, Arribas P, Andújar C, Crampton-Platt A, Vogler AP. Lessons from genome skimming of arthropod-preserving ethanol. Molecular Ecology Resources. 2016;16(6):1365–1377. doi: 10.1111/1755-0998.12539. PubMed DOI
Liu S, Wang X, Xie L, Tan M, Li Z, Su X, Zhang H, Misof B, Kjer KM, Tang M, Niehuis O, Jiang H, Zhou X. Mitochondrial capture enriches mito-DNA 100 fold, enabling PCR-free mitogenomics biodiversity analysis. Molecular Ecology Resources. 2016;16(2):470–479. doi: 10.1111/1755-0998.12472. PubMed DOI
Lundmark C. BioBlitz: getting into backyard biodiversity. BioScience. 2003;53(4):329. doi: 10.1641/0006-3568(2003)053[0329:bgibb]2.0.co;2. DOI
Maddison DR, Cooper KW. Species delimitation in the ground beetle subgenus Liocosmius (Coleoptera: Carabidae: Bembidion), including standard and next-generation sequencing of museum specimens. Zoological Journal of the Linnean Society. 2014;172(4):741–770. doi: 10.1111/zoj.12188. DOI
Mamanova L, Coffey AJ, Scott CE, Kozarewa I, Turner EH, Kumar A, Howard E, Shendure J, Turner DJ. Target-enrichment strategies for next-generation sequencing. Nature Methods. 2010;7(2):111–118. doi: 10.1038/nmeth.1419. PubMed DOI
Mardis ER. DNA sequencing technologies: 2006–2016. Nature Protocols. 2017;12(2):213–218. doi: 10.1038/nprot.2016.182. PubMed DOI
Marshall CR. Five palaeobiological laws needed to understand the evolution of the living biota. Nature Ecology & Evolution. 2017;1(6):0165. doi: 10.1038/s41559-017-0165. PubMed DOI
McMurdie PJ, Holmes S. Waste not, want not: why rarefying microbiome data is inadmissible. PLOS Computational Biology. 2014;10(4):e1003531. doi: 10.1371/journal.pcbi.1003531. PubMed DOI PMC
Menegon M, Cantaloni C, Rodriguez-Prieto A, Centomo C, Abdelfattah A, Rossato M, Bernardi M, Xumerle L, Loader S, Delledonne M. On site DNA barcoding by nanopore sequencing. PLOS ONE. 2017;12(10):e0184741. doi: 10.1371/journal.pone.0184741. PubMed DOI PMC
Metzker ML. Sequencing technologies—the next generation. Nature Reviews Genetics. 2010;11(1):31–46. doi: 10.1038/nrg2626. PubMed DOI
Meyer M, Arsuaga JL, De Filippo C, Nagel S, Aximu-Petri A, Nickel B, Martínez I, Gracia A, De Castro JMB, Carbonell E, Viola B, Kelso J, Prüfer K, Pääbo S. Nuclear DNA sequences from the Middle Pleistocene Sima de los Huesos hominins. Nature. 2016;531(7595):504–507. doi: 10.1038/nature17405. PubMed DOI
Misof B, Liu S, Meusemann K, Peters RS, Donath A, Mayer C, Frandsen PB, Ware J, Flouri T, Beutel RG, Niehuis O, Petersen M, Izquierdo-Carrasco F, Wappler T, Rust J, Aberer AJ, Aspöck U, Aspöck H, Bartel D, Blanke A, Berger S, Böhm A, Buckley TR, Calcott B, Chen J, Friedrich F, Fukui M, Fujita M, Greve C, Grobe P, Gu S, Huang Y, Jermiin LS, Kawahara AY, Krogmann L, Kubiak M, Lanfear R, Letsch H, Li Y, Li Z, Li J, Lu H, Machida R, Mashimo Y, Kapli P, McKenna DD, Meng G, Nakagaki Y, Navarrete-Heredia JL, Ott M, Ou Y, Pass G, Podsiadlowski L, Pohl H, Von Reumont BM, Schütte K, Sekiya K, Shimizu S, Slipinski A, Stamatakis A, Song W, Su X, Szucsich NU, Tan M, Tan X, Tang M, Tang J, Timelthaler G, Tomizuka S, Trautwein M, Tong X, Uchifume T, Walzl MG, Wiegmann BM, Wilbrandt J, Wipfler B, Wong TKF, Wu Q, Wu G, Xie Y, Yang S, Yang Q, Yeates DK, Yoshizawa K, Zhang Q, Zhang R, Zhang W, Zhang Y, Zhao J, Zhou C, Zhou L, Ziesmann T, Zou S, Li Y, Xu X, Zhang Y, Yang H, Wang J, Wang J, Kjer KM, Zhou X. Phylogenomics resolves the timing and pattern of insect evolution. Science. 2014a;346(6210):763–767. doi: 10.1126/science.1257570. PubMed DOI
Misof B, Meusemann K, von Reumont BM, Kück P, Prohaska SJ, Stadler PF. A priori assessment of data quality in molecular phylogenetics. Algorithms for Molecular Biology. 2014b;9(1):22. doi: 10.1186/s13015-014-0022-4. DOI
Mora C, Tittensor DP, Adl S, Simpson AGB, Worm B. How many species are there on earth and in the ocean? PLOS Biology. 2011;9(8):e1001127. doi: 10.1371/journal.pbio.1001127. PubMed DOI PMC
Morinière J, Cancian de Araujo B, Lam AW, Hausmann A, Balke M, Schmidt S, Hendrich L, Doczkal D, Fartmann B, Arvidsson S, Haszprunar G. Species identification in Malaise trap samples by DNA barcoding based on NGS technologies and a scoring matrix. PLOS ONE. 2016;11(5):e0155497. doi: 10.1371/journal.pone.0155497. PubMed DOI PMC
Nice CC, Fordyce JA, Bell KL, Forister ML, Gompert Z, DeVries PJ. Vertical differentiation in tropical forest butterflies: a novel mechanism generating insect diversity? Biology Letters. 2019;15(1):20180723. doi: 10.1098/rsbl.2018.0723. PubMed DOI PMC
Nieman CC, Yamasaki Y, Collier TC, Lee Y. A DNA extraction protocol for improved DNA yield from individual mosquitoes. F1000Research. 2015;4:1314. doi: 10.12688/f1000research.7413.1. PubMed DOI PMC
Noyes JS. A study of five methods of sampling Hymenoptera (Insecta) in a tropical rainforest, with special reference to the Parasitica. Journal of Natural History. 1989;23(2):285–298. doi: 10.1080/00222938900770181. DOI
Oliver AK, Brown SP, Callaham MA, Jumpponen A. Polymerase matters: non-proofreading enzymes inflate fungal community richness estimates by up to 15% Fungal Ecology. 2015;15:86–89. doi: 10.1016/j.funeco.2015.03.003. DOI
Pacific Biosciences Preparing samples for PacBio® whole genome sequencing for de novo Assembly: collection and storage. 2018. https://www.pacb.com/literature/technical-note-preparing-samples-for-pacbio-whole-genome-sequencing-for-de-novo-assembly-collection-and-storage/ https://www.pacb.com/literature/technical-note-preparing-samples-for-pacbio-whole-genome-sequencing-for-de-novo-assembly-collection-and-storage/
Parker J, Helmstetter AJ, Devey Di, Wilkinson T, Papadopulos AST. Field-based species identification of closely-related plants using real-time nanopore sequencing. Scientific Reports. 2017;7(1):8345. doi: 10.1038/s41598-017-08461-5. PubMed DOI PMC
Pawluczyk M, Weiss J, Links MG, Egaña Aranguren M, Wilkinson MD, Egea-Cortines M. Quantitative evaluation of bias in PCR amplification and next-generation sequencing derived from metabarcoding samples. Analytical and Bioanalytical Chemistry. 2015;407(7):1841–1848. doi: 10.1007/s00216-014-8435-y. PubMed DOI
Pitteloud C, Arrigo N, Suchan T, Mastretta-Yanes A, Vila R, Dinca V, Hernandez-Roldan J, Brockmann E, Chittaro Y, Kleckova I, Fumagalli L, Buerki S, Alvarez N. Climatic niche evolution is faster in sympatric than allopatric lineages of the butterfly genus Pyrgus. Proceedings of the Royal Society B: Biological Sciences. 2017;284(1852):20170208. doi: 10.1098/rspb.2017.0208. PubMed DOI PMC
Pompanon F, Deagle BE, Symondson WOC, Brown DS, Jarman SN, Taberlet P. Who is eating what: diet assessment using next generation sequencing. Molecular Ecology. 2012;21(8):1931–1950. doi: 10.1111/j.1365-294X.2011.05403.x. PubMed DOI
Prendini L, Hanner R, DeSalle R. Obtaining, storing and archiving specimens and tissue samples for use in molecular studies. In: DeSalle R, Giribet G, Wheeler W, editors. Techniques in Molecular Systematics and Evolution. Basel, Switzerland: Birkhäuser Verlag; 2002. pp. 176–248.
Raposo MA, Stopiglia R, Brito GRR, Bockmann FA, Kirwan GM, Gayon J, Dubois A. What really hampers taxonomy and conservation? A riposte to Garnett and Christidis (2017) Zootaxa. 2017;4317(1):179–184. doi: 10.11646/zootaxa.4317.1.10. DOI
Ratnasingham S, Hebert PDN. BOLD: the barcode of life data system (http://www.barcodinglife.org) Molecular Ecology Notes. 2007;7(3):355–364. doi: 10.1111/j.1471-8286.2006.01678.x. PubMed DOI PMC
Reiss RA, Schwert DP, Ashworth AC. Field preservation of Coleoptera for molecular genetic analyses. Environmental Entomology. 1995;24(3):716–719. doi: 10.1093/ee/24.3.716. DOI
Richards S, Murali SC. Best practices in insect genome sequencing: what works and what doesn’t. Current Opinion in Insect Science. 2015;7:1–7. doi: 10.1016/j.cois.2015.02.013. PubMed DOI PMC
Ritter CD, Häggqvist S, Karlsson D, Sääksjärvi I, Muasya AM, Nilsson RH, Antonelli A. Biodiversity assessments in the 21st century: the potential of insect traps to complement environmental samples for estimating eukaryotic and prokaryotic diversity using high-throughput DNA metabarcoding. Genome. 2019;62(3):147–159. doi: 10.1139/gen-2018-0096. PubMed DOI
Ritter CD, McCrate G, Nilsson RH, Fearnside PM, Palme U, Antonelli A. Environmental impact assessment in Brazilian Amazonia: challenges and prospects to assess biodiversity. Biological Conservation. 2017;206:161–168. doi: 10.1016/j.biocon.2016.12.031. DOI
Rochette NC, Catchen JM. Deriving genotypes from RAD-seq short-read data using Stacks. Nature Protocols. 2017;12(12):2640–2659. doi: 10.1038/nprot.2017.123. PubMed DOI
Ruane S, Austin CC. Phylogenomics using formalin-fixed and 100+ year-old intractable natural history specimens. Molecular Ecology Resources. 2017;17(5):1003–1008. doi: 10.1111/1755-0998.12655. PubMed DOI
Ryan SF, Deines JM, Scriber JM, Pfrender ME, Jones SE, Emrich SJ, Hellmann JJ. Climate-mediated hybrid zone movement revealed with genomics, museum collection, and simulation modeling. Proceedings of the National Academy of Sciences of the United States of America. 2018;115(10):E2284–E2291. doi: 10.1073/pnas.1714950115. PubMed DOI PMC
Sadd BM, Barribeau SM, Bloch G, De Graaf DC, Dearden P, Elsik CG, Gadau J, Grimmelikhuijzen CJP, Hasselmann M, Lozier JD, Robertson HM, Smagghe G, Stolle E, Van Vaerenbergh M, Waterhouse RM, Bornberg-Bauer E, Klasberg S, Bennett AK, Câmara F, Guigó R, Hoff K, Mariotti M, Munoz-Torres M, Murphy T, Santesmasses D, Amdam GV, Beckers M, Beye M, Biewer M, Bitondi MMG, Blaxter ML, Bourke AFG, Brown MJF, Buechel SD, Cameron R, Cappelle K, Carolan JC, Christiaens O, Ciborowski KL, Clarke DF, Colgan TJ, Collins DH, Cridge AG, Dalmay T, Dreier S, Du Plessis L, Duncan E, Erler S, Evans J, Falcon T, Flores K, Freitas FCP, Fuchikawa T, Gempe T, Hartfelder K, Hauser F, Helbing S, Humann FC, Irvine F, Jermiin LS, Johnson CE, Johnson RM, Jones AK, Kadowaki T, Kidner JH, Koch V, Köhler A, Kraus FB, Lattorff HMG, Leask M, Lockett GA, Mallon EB, Antonio DSM, Marxer M, Meeus I, Moritz RFA, Nair A, Näpflin K, Nissen I, Niu J, Nunes FMF, Oakeshott JG, Osborne A, Otte M, Pinheiro DG, Rossié N, Rueppell O, Santos CG, Schmid-Hempel R, Schmitt BD, Schulte C, Simões ZLP, Soares MPM, Swevers L, Winnebeck EC, Wolschin F, Yu N, Zdobnov EM, Aqrawi PK, Blankenburg KP, Coyle M, Francisco L, Hernandez AG, Holder M, Hudson ME, Jackson LR, Jayaseelan J, Joshi V, Kovar C, Lee SL, Mata R, Mathew T, Newsham IF, Ngo R, Okwuonu G, Pham C, Pu LL, Saada N, Santibanez J, Simmons DN, Thornton R, Venkat A, Walden KKO, Wu YQ, Debyser G, Devreese B, Asher C, Blommaert J, Chipman AD, Chittka L, Fouks B, Liu J, O’Neill MP, Sumner S, Puiu D, Qu J, Salzberg SL, Scherer SE, Muzny DM, Richards S, Robinson GE, Gibbs RA, Schmid-Hempel P, Worley KC. The genomes of two key bumblebee species with primitive eusocial organization. Genome Biology. 2015;16(1):76. doi: 10.1186/s13059-015-0623-3. PubMed DOI PMC
Sawyer S, Krause J, Guschanski K, Savolainen V, Pääbo S. Temporal patterns of nucleotide misincorporations and DNA fragmentation in ancient DNA. PLOS ONE. 2012;7(3):e34131. doi: 10.1371/journal.pone.0034131. PubMed DOI PMC
Scheffers BR, Joppa LN, Pimm SL, Laurance WF. What we know and don’t know about Earth’s missing biodiversity. Trends in Ecology & Evolution. 2012;27(9):501–510. doi: 10.1016/j.tree.2012.05.008. PubMed DOI
Schloss PD, Westcott SL, Ryabin T, Hall JR, Hartmann M, Hollister EB, Lesniewski RA, Oakley BB, Parks DH, Robinson CJ, Sahl JW, Stres B, Thallinger GG, Van Horn DJ, Weber CF. Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities. Applied and Environmental Microbiology. 2009;75(23):7537–7541. doi: 10.1128/AEM.01541-09. PubMed DOI PMC
Schoonvaere K, De Smet L, Smagghe G, Vierstraete A, Braeckman BP, De Graaf DC. Unbiased RNA shotgun metagenomics in social and solitary wild bees detects associations with eukaryote parasites and new viruses. PLOS ONE. 2016;11(12):e0168456. doi: 10.1371/journal.pone.0168456. PubMed DOI PMC
Shendure J, Balasubramanian S, Church GM, Gilbert W, Rogers J, Schloss JA, Waterston RH. DNA sequencing at 40: past, present and future. Nature. 2017;550(7676):345–353. doi: 10.1038/nature24286. PubMed DOI
Shi W, Xie S, Chen X, Sun S, Zhou X, Liu L, Gao P, Kyrpides NC, No EG, Yuan JS. Comparative genomic analysis of the endosymbionts of herbivorous insects reveals eco-environmental adaptations: biotechnology applications. PLOS Genetics. 2013;9(1):e1003131. doi: 10.1371/journal.pgen.1003131. PubMed DOI PMC
Shokralla S, Gibson JF, King I, Baird DJ, Janzen DH, Hallwachs W, Hajibabaei M. Environmental DNA barcode sequence capture: targeted, PCR-free sequence capture for biodiversity analysis from bulk environmental samples. biorxiv preprint. 2016:087437. doi: 10.1101/087437. DOI
Shokralla S, Spall JL, Gibson JF, Hajibabaei M. Next-generation sequencing technologies for environmental DNA research. Molecular Ecology. 2012;21(8):1794–1805. doi: 10.1111/j.1365-294X.2012.05538.x. PubMed DOI
Short AEZ, Dikow T, Moreau CS. Entomological collections in the age of big data. Annual Review of Entomology. 2018;63(1):513–530. doi: 10.1146/annurev-ento-031616-035536. PubMed DOI
Srivathsan A, Ang A, Vogler AP, Meier R. Fecal metagenomics for the simultaneous assessment of diet, parasites, and population genetics of an understudied primate. Frontiers in Zoology. 2016;13(1):17. doi: 10.1186/s12983-016-0150-4. PubMed DOI PMC
Srivathsan A, Baloğlu B, Wang W, Tan WX, Bertrand D, Ng AHQ, Boey EJH, Koh JJY, Nagarajan N, Meier R. A MinION™-based pipeline for fast and cost-effective DNA barcoding. Molecular Ecology Resources. 2018;18(5):1035–1049. doi: 10.1111/1755-0998.12890. PubMed DOI
Staats M, Erkens RHJ, Van De Vossenberg B, Wieringa JJ, Kraaijeveld K, Stielow B, Geml J, Richardson JE, Bakker FT. Genomic treasure troves: complete genome sequencing of herbarium and insect museum specimens. PLOS ONE. 2013;8(7):e69189. doi: 10.1371/journal.pone.0069189. PubMed DOI PMC
Stork NE. How many species of insects and other terrestrial arthropods are there on Earth? Annual Review of Entomology. 2018;63(1):31–45. doi: 10.1146/annurev-ento-020117-043348. PubMed DOI
Stork NE, McBroom J, Gely C, Hamilton AJ. New approaches narrow global species estimates for beetles, insects, and terrestrial arthropods. Proceedings of the National Academy of Sciences of the United States of America. 2015;112(24):7519–7523. doi: 10.1073/pnas.1502408112. PubMed DOI PMC
Suarez AV, Tsutsui ND. The value of museum collections for research and society. BioScience. 2004;54(1):66–74. doi: 10.1641/0006-3568(2004)054[0066:TVOMCF]2.0.CO;2. DOI
Suchan T, Pitteloud C, Gerasimova NS, Kostikova A, Schmid S, Arrigo N, Pajkovic M, Ronikier M, Alvarez N. Hybridization capture using RAD probes (hyRAD), a new tool for performing genomic analyses on collection specimens. PLOS ONE. 2016;11(3):e0151651. doi: 10.1371/journal.pone.0151651. PubMed DOI PMC
Suen G, Scott JJ, Aylward FO, Adams SM, Tringe SG, Pinto-Tomás AA, Foster CE, Pauly M, Weimer PJ, Barry KW, Goodwin LA, Bouffard P, Li L, Osterberger J, Harkins TT, Slater SC, Donohue TJ, Currie CR. An insect herbivore microbiome with high plant biomass-degrading capacity. PLOS Genetics. 2010;6(9):e1001129. doi: 10.1371/journal.pgen.1001129. PubMed DOI PMC
Suyama Y, Matsuki Y. MIG-seq: an effective PCR-based method for genome-wide single-nucleotide polymorphism genotyping using the next-generation sequencing platform. Scientific Reports. 2015;5(1):16963. doi: 10.1038/srep16963. PubMed DOI PMC
Taberlet P, Coissac E, Pompanon F, Brochmann C, Willerslev E. Towards next-generation biodiversity assessment using DNA metabarcoding. Molecular Ecology. 2012;21(8):2045–2050. doi: 10.1111/j.1365-294X.2012.05470.x. PubMed DOI
Tagliavia M, Massa B, Albanese I, La Farina M. DNA extraction from Orthoptera museum specimens. Analytical Letters. 2011;44(6):1058–1062. doi: 10.1080/00032719.2010.506939. DOI
Tang M, Tan M, Meng G, Yang S, Su X, Liu S, Song W, Li Y, Wu Q, Zhang A, Zhou X. Multiplex sequencing of pooled mitochondrial genomes—a crucial step toward biodiversity analysis using mito-metagenomics. Nucleic Acids Research. 2014;42(22):e166. doi: 10.1093/nar/gku917. PubMed DOI PMC
Tedersoo L, Anslan S, Bahram M, Põlme S, Riit T, Liiv I, Kõljalg U, Kisand V, Nilsson RH, Hildebrand F, Bork P, Abarenkov K. Shotgun metagenomes and multiple primer pair-barcode combinations of amplicons reveal biases in metabarcoding analyses of fungi. MycoKeys. 2015;10:1–43. doi: 10.3897/mycokeys.10.4852. DOI
Thompson JF, Milos PM. The properties and applications of single-molecule DNA sequencing. Genome Biology. 2011;12:217. PubMed PMC
Thomsen PF, Elias S, Gilbert MTP, Haile J, Munch K, Kuzmina S, Froese DG, Sher A, Holdaway RN, Willerslev E. Non-destructive sampling of ancient insect DNA. PLOS ONE. 2009;4(4):e5048. doi: 10.1371/journal.pone.0005048. PubMed DOI PMC
Thorpe SE. Is photography-based taxonomy really inadequate, unnecessary, and potentially harmful for biological sciences? A reply to Ceríaco et al. (2016) Zootaxa. 2017;4226(3):449–450. doi: 10.11646/zootaxa.4226.3.9. PubMed DOI
Timmermans MJTN, Viberg C, Martin G, Hopkins K, Vogler AP. Rapid assembly of taxonomically validated mitochondrial genomes from historical insect collections. Biological Journal of the Linnean Society. 2016;117(1):83–95. doi: 10.1111/bij.12552. DOI
Tin MM-Y, Economo EP, Mikheyev AS. Sequencing degraded DNA from non-destructively sampled museum specimens for RAD-tagging and low-coverage shotgun phylogenetics. PLOS ONE. 2014;9(5):e96793. doi: 10.1371/journal.pone.0096793. PubMed DOI PMC
Toju H. High-throughput DNA barcoding for ecological network studies. Population Ecology. 2015;57(1):37–51. doi: 10.1007/s10144-014-0472-z. DOI
Veijalainen A, Wahlberg N, Broad GR, Erwin TL, Longino JT, Sääksjärvi IE. Unprecedented ichneumonid parasitoid wasp diversity in tropical forests. Proceedings of the Royal Society B: Biological Sciences. 2012;279(1748):4694–4698. doi: 10.1098/rspb.2012.1664. PubMed DOI PMC
Vellend M. The biodiversity conservation paradox. American Scientist. 2017;105(2):94–101. doi: 10.1511/2017.105.2.94. DOI
Vesterinen EJ, Ruokolainen L, Wahlberg N, Peña C, Roslin T, Laine VN, Vasko V, Sääksjärvi IE, Norrdahl K, Lilley TM. What you need is what you eat? Prey selection by the bat Myotis daubentonii. Molecular Ecology. 2016;25(7):1581–1594. doi: 10.1111/mec.13564. PubMed DOI
Vogel G. Where have all the insects gone? Science. 2017;356(6338):576–579. doi: 10.1126/science.356.6338.576. PubMed DOI
Wachi N, Matsubayashi KW, Maeto K. Application of next-generation sequencing to the study of non-model insects. Entomological Science. 2018;21(1):3–11. doi: 10.1111/ens.12281. DOI
Wheeler QD, Raven PH, Wilson EO. Taxonomy: impediment or expedient? Science. 2004;303(5656):285. doi: 10.1126/science.303.5656.285. PubMed DOI
Yeates DK, Meusemann K, Trautwein M, Wiegmann B, Zwick A. Power, resolution and bias: recent advances in insect phylogeny driven by the genomic revolution. Current Opinion in Insect Science. 2016;13:16–23. doi: 10.1016/j.cois.2015.10.007. PubMed DOI
Yin C, Shen G, Guo D, Wang S, Ma X, Xiao H, Liu J, Zhang Z, Liu Y, Zhang Y, Yu K, Huang S, Li F. InsectBase: a resource for insect genomes and transcriptomes. Nucleic Acids Research. 2016;44(D1):D801–D807. doi: 10.1093/nar/gkv1204. PubMed DOI PMC
Young AD, Lemmon AR, Skevington JH, Mengual X, Ståhls G, Reemer M, Jordaens K, Kelso S, Lemmon EM, Hauser M, De Meyer M, Misof B, Wiegmann BM. Anchored enrichment dataset for true flies (order Diptera) reveals insights into the phylogeny of flower flies (family Syrphidae) BMC Evolutionary Biology. 2016;16(1):143. doi: 10.1186/s12862-016-0714-0. PubMed DOI PMC
Zhou X, Li Y, Liu S, Yang Q, Su X, Zhou L, Tang M, Fu R, Li J, Huang Q. Ultra-deep sequencing enables high-fidelity recovery of biodiversity for bulk arthropod samples without PCR amplification. GigaScience. 2013;2(1):4. doi: 10.1186/2047-217X-2-4. PubMed DOI PMC