Abstract
The family Miridae is the most diverse and one of the most economically important groups in Heteroptera. However, identification of mirid species on the basis of morphology is difficult and time-consuming. In the present study, we evaluated the effectiveness of COI barcoding for 123 species of plant bugs in seven subfamilies. With the exception of three Apolygus species—A. lucorum, A. spinolae, and A. watajii (subfamily Mirinae)—each of the investigated species possessed a unique COI sequence. The average minimum interspecific genetic distance of congeners was approximately 37 times higher than the average maximum intraspecific genetic distance, indicating a significant barcoding gap. Despite having distinct morphological characters, A. lucorum, A. spinolae, and A. watajii mixed and clustered together, suggesting taxonomic revision. Our findings indicate that COI barcoding represents a valuable identification tool for Miridae and can be economically viable in a variety of scientific research fields.
Keywords: DNA barcoding, COI, Insects, Plant bugs, Miridae
Introduction
Heteroptera (Insecta: Hemiptera)—commonly termed true bugs—comprises the largest global group of hemimetabolous insects, having more than 42,000 described species in 5,800 genera and 140 families (Henry, 2009). The family Miridae (plant bugs) represents the largest and one of the most economically important heteropteran groups. This group contains many well-known insect pests such as alfalfa bugs (Adelphocoris lineolatus) and tarnished plant bugs (Lygus rugulipennis), as well as predators that can be used as biological control agents (e.g., Nesidiocoris tenuis and Cyrtorhinus lividipennis) (Schaefer & Panizzi, 2000; Wheeler, 2001). A pre-requisite for control and/or application is reliable identification. However, identification of mirid species on the basis of morphological characters is difficult and time-consuming (Raupach et al., 2014).
DNA barcoding using partial DNA sequences such as mitochondrial cytochrome c oxidase subunit I (COI) is a valuable tool for identifying and distinguishing between species in various animal taxa (e.g., birds, fishes, and insects) (Hebert et al., 2004a; Hebert et al., 2004b; Ward et al., 2005; Yoo et al., 2006; Foottit et al., 2008; Jung, Duwal & Lee, 2011). To evaluate effectiveness of this method, the average intraspecific and the average interspecific genetic distance are investigated. Additionally, ‘barcoding gap’, a significant difference between intraspecific and interspecific genetic distance is detected. This gap is considered to have a difference with at least 10 times higher average interspecific distance than average intraspecific distance (Candek & Kuntner, 2015). This approach can also be used to discover hidden and/or new species and to identify morphologically cryptic species (Hebert et al., 2004a; Hebert et al., 2004b; Jung, Duwal & Lee, 2011). However, no study evaluates the utilities of barcoding in the family Miridae, Furthermore, there are few available barcode data for identification of this group, given high species diversity and morphological similarity. The objective of the present study was to evaluate the efficiency of COI barcoding as an identification tool for Miridae, and to obtain COI barcoding data for 274 individuals belonging to 123 species in this family.
Materials and Methods
With the exception of the rare group Psallopinae, we sampled species belonging to all mirid subfamilies: Bryocorinae, Cylapinae, Deraeocorinae, Isometopinae, Mirinae, Orthotylinae, and Phylinae. Detailed information (e.g., collection data, collector, collection locations and coordinates, GenBank accession number) is presented in Table S1. An average of 2.2 specimens per species was used in this study. The obtained samples were preserved in absolute ethanol. Prior to DNA extraction, we performed morphological identification on the basis of genitalia structure with the published literatures (e.g., Josifov, 1976; Kerzhner, 1988; Yasunaga, 1991; Yasunaga, 1999; Duwal et al., 2012; Kim & Jung, 2015; Kim & Jung, 2016a; Kim & Jung, 2016b; Kim & Jung, 2016c). The remaining parts after morphological identification were deposited as voucher specimens in the Laboratory of Systematic Entomology, Chungnam National University (CNU), Daejeon, Korea.
Genomic DNA was extracted either from whole samples or from the remaining tissues after morphological identification using a QIAamp DNA Mini Kit in accordance with the manufacturer’s protocol (Qiagen, Hilden, Germany). PCR was performed using the Solg 2X Taq PCR Pre-mix (SolGent, Daejeon, South Korea) with the primer pair LCO1490 and HCO 2190 (Folmer et al., 1994). The thermal cycling program comprised an initial step of 95 °C for 2 min; 35 cycles each of 95 °C for 20 s, 45–48 °C for 40 s, and 72 °C for 1 min; and a final extension step of 72 °C for 5 min. The PCR products were purified using an MG™ PCR SV purification kit (MGmed Inc.) and sequenced using a 96-capillary ABI PRISM 3730xl DNA analyzer (Macrogen, Seoul, South Korea). The obtained sequences were aligned using Megalign (DNA-star™) and MEGA version 5.2 (Tamura et al., 2011); none of these sequences was found to possess indels. Sequence divergences were calculated using the Kimura-2-parameter model (K2P) (Kimura, 1980), and the trees were generated using the neighbor-joining method (NJ) (Saitou & Nei, 1987), followed as one of the general protocols for barcoding study. The barcoding gap was investigated by calculating the average of maximum intraspecific distance of individuals in each species, and the average of minimum interspecific genetic distance between congeners to make it minimal and strict. To investigate general intraspecific and interspecific distance in each taxonomic level, each value was calculated using all individuals of each species for intraspecific distance, and calculated using all species in same genus, respectively. All sequences obtained in this study were deposited in NCBI (GenBank accession numbers KY366988–KY367257 and KY229058, KY229059, KY229060, KY229061, corresponding to the voucher numbers presented in Table S1).
Result
With the exception of Apolygus lucorum, A. spinolae, and A. watajii, each of the investigated species possessed a unique COI sequence (Fig. S1). The K2P distances of the COI regions of specimens at each taxonomic level are shown in Fig. 1 and Table 1. The intraspecific sequences from individuals of 57 species were either identical or very similar. The average minimum interspecific genetic distance between congeners (11.2%) was about 37 times higher than the average maximum intraspecific genetic distance (0.3%), indicating a significant barcoding gap. The maximum intraspecific genetic distance exceeded 2% in two species—Apolygus watajii (2.6%) and Eurystylus coelestialium (2.8%).
Table 1. K2P sequence distances and comparisons to previous studies for heteropteran species at each taxonomic levels.
Range (%) | Mean (%) | ||
---|---|---|---|
Intraspecific distances | 0–2.8 (N/Aa, 0–7.72b, 0–23.31c) | 0.2 (0.8a, 0.74b, 0.45c) | |
Interspecific distances of congeners | 0–20.4 (N/Aa, 0–24.8b, 0–27.67c) | 11.36 (12.6a, 10.67b, 13.59c) | |
Interspecific distance in subfamily (N/Aa,b,c) | Bryocorinae | 19.4–29.3 | 18.87 |
Cylapinae | 20.6–20.9 | ||
Deraeocorinae | 12.7–25.7 | ||
Isometopinae | 1.8–16.0 | ||
Mirinae | 0–24.1 | ||
Orthotylinae | 1.6–27.5 | ||
Phylinae | 7.1–26.4 |
Of the 11 investigated Apolygus species, three greenish species—A. lucorum, A. spinolae, and A.watajii—mixed and clustered together (Fig. 2; red box). For these three species, the average interspecific genetic distance (1.4%) was much lower than the average interspecific genetic distance for other species in the same genus (not greenish; 4.4%). In addition, the average intraspecific genetic distance for these three species was markedly higher (1.7%) than the average intraspecific genetic distance for other species in this study (0.2%).
With the exception of some splitting of genera and subfamilies, the tree constructed using the COI sequences was in good agreement with the taxonomic classification based on morphological characters, from species level to subfamily level (Fig. S1). The interspecific genetic distance of each subfamily was shown in Table 1. The average intraspecific genetic distance was 0.2%; the average interspecific genetic distance for congeneric species was 11.36%. Additionally, the average interspecific distance for species within the same subfamily was 18.87% (Table 1).
Discussion
In the present study, we investigated the barcoding gap and evaluated the effectiveness of COI barcoding for Miridae, by determining the level of intraspecific variation. We found that the mean and range of the average maximum intraspecific genetic distance overlapped with those obtained in previous studies of hemipteran and mirid species (Jung, Duwal & Lee, 2011; Park et al., 2011; Raupach et al., 2014; Tembe, Shouche & Ghate, 2014). Comparison of the average minimum interspecific genetic distance for congeners with the maximum intraspecific divergence within each species yielded similar results to those obtained in previous studies of other heteropteran groups (Jung, Duwal & Lee, 2011; Park et al., 2011; Raupach et al., 2014; Tembe, Shouche & Ghate, 2014). Thus, we verified the usefulness of DNA barcoding for the plants bugs investigated in the present study.
We calculated intraspecific variations using the limited samples collected from the same region (only collected in Korea; Table S1). Our results based on sampling from the same geographic area showed intraspecific genetic distances comparable to previous reports that used extensive sampling of Miridae and from a larger geographic region (Park et al., 2011) (Table 1). However, no meaningful differences related to intraspecific variations were observed when compared to previous studies conducted with a relatively larger sample size from various regions and/or countries (Jung, Duwal & Lee, 2011; Park et al., 2011; Raupach et al., 2014; Tembe, Shouche & Ghate, 2014).
Three greenish species in the genus Apolygus (A. lucorum, A. spinolae, and A. watajii) clustered separately from other congeneric species, and mixed clades of these three species were indicated (Fig. 2). This finding was in agreement with that of Jung, Duwal & Lee (2011), despite the fact that we investigated an additional six species in our present study. A. lucorum, A. spinolae, and A. watajii can be distinguished on the basis of the following morphological characters: coloration of apex of second antennal segment; presence or absence of dark marking of apex of cuneus; structure of wing-shaped sclerite (ws) and presence or absence of sublateral sclerite (sls) of endosoma (Apolygus lucorum—ws broad and dentate laterally, sls present; Apolygus spinolae—ws slender, sls absent; Apolygus watajii—ws distinctly short and broad with lateral dentate, sls absent and ventral sclerite (vsc) extremely sharp and long (Yasunaga, 1991; Yasunaga & Yasunaga, 2000)) (Fig. 3). Nevertheless, in the present study, we were unable to identify these three species on the basis of COI sequences. Yang et al. (2015) suggested that different pheromone components and ratios in A. lucorum and A. spinolae females play important roles in reproductive isolation. These two species were subsequently distinguished on the basis of mitochondrial COI and 16S rRNA sequences (Yang et al., 2016). However, a total of six nucleotides were different in the sequences with 709 bp in COI between two species, which means that the genetic distance between two species is less than 1%. Therefore, further studies using additional species in the genus Apolygus—especially greenish species—and based on different morphological data, and molecular markers are required to clarify the taxonomies of these species.
Conclusion
Most mirids are economically important insect pests or biological control agents in the agricultural and forestry sector, and also play key roles in the ecosystem (Wheeler, 2000a; Wheeler, 2000b; Wheeler, 2001). However, the molecular resources less than 3.5% of described species have been constructed for identification and application. The objective of this study were to evaluate the usefulness of COI barcoding for Miridae, to construct COI barcode sequence data based on morphologically identified species by authors (e.g., Jung et al., 2010; Duwal et al., 2012; Jung, Duwal & Lee, 2012; Duwal, Jung & Lee, 2013; Duwal, Jung & Lee, 2014; Kim et al., 2015; Kim & Jung, 2015; Kim & Jung, 2016a; Kim & Jung, 2016b; Kim & Jung, 2016c; Kim & Jung, 2017) and finally to provide reliable molecular resources for various researchers. As a result, all the mirids in this study could be identified using the COI barcode, except for the green Apolygus species. We propose that COI barcoding represents a valuable identification tool for Miridae and may be economically viable in a variety of scientific applications.
Supplemental Information
Acknowledgments
We would like thank Dr. Hilary Morrison, editor of PeerJ and three anonymous reviewers for their valuable comments on the manuscript, which improved this article surely.
Funding Statement
This work was supported by “Cooperative Research Program for Agricultural Science & Technology Development (Project No. PJ0128252017)”. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Additional Information and Declarations
Competing Interests
The authors declare there are no competing interests.
Author Contributions
Junggon Kim conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, approved the final draft.
Sunghoon Jung conceived and designed the experiments, analyzed the data, authored or reviewed drafts of the paper, approved the final draft.
Data Availability
References
- Candek & Kuntner (2015).Candek K, Kuntner M. DNA barcoding gap: reliable species identification over morphological and geographical scales. Molecular Ecology Resources. 2015;15:268–277. doi: 10.1111/1755-0998.12304. [DOI] [PubMed] [Google Scholar]
- Duwal, Jung & Lee (2013).Duwal RK, Jung S, Lee S. Taxonomic revision of the genus Camphylomma Reuter (Hemipitera: Miridae: Phylinae: Phylini) from Korea. Journal of Asia-Pacific Entomology. 2013;16:389–394. doi: 10.1016/j.aspen.2013.04.014. [DOI] [Google Scholar]
- Duwal, Jung & Lee (2014).Duwal RK, Jung S, Lee S. A taxonomic review of the plant bug tribe Pilophorini (Hemiptera: Miridae: Phylinae) from the Korean Peninsula. Journal of Asia-Pacific Entomology. 2014;17:257–271. doi: 10.1016/j.aspen.2014.01.003. [DOI] [Google Scholar]
- Duwal et al. (2012).Duwal RK, Yasunaga T, Jung S, Lee S. The plant bug genus Psallus (Heteroptera: Miridae) in the Korean Peninsula with descriptions of three new species. European Journal of Entomology. 2012;109:603–632. doi: 10.14411/eje.2012.074. [DOI] [Google Scholar]
- Folmer et al. (1994).Folmer O, Black M, Hoeh W, Lutz R, Vrijenhoek RC. DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates. Molecular Marine Biology and Biotechnology. 1994;3:294–299. [PubMed] [Google Scholar]
- Foottit et al. (2008).Foottit RG, Maw HEL, Von Dohlen CD, Hebert PDN. Species identification of aphids (Insecta: Hemiptera: Aphididae) through DNA barcodes. Molecular Ecology Resources. 2008;8:1189–1201. doi: 10.1111/j.1755-0998.2008.02297.x. [DOI] [PubMed] [Google Scholar]
- Hebert et al. (2004a).Hebert PDN, Penton EH, Burns JM, Janzen DH, Hallwachs W. Ten species in one: DNA barcoding reveals cryptic species in the neotropical skipper butterfly Astraptes fulgerator. Proceedings of the National Academy of Sciences of the United States of America. 2004a;101:14812–14817. doi: 10.1073/pnas.0406166101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hebert et al. (2004b).Hebert PDN, Stoeckle MY, Zemlak TS, Francis CM. Identification of birds through DNA barcodes. PLOS Biology. 2004b;2:e312. doi: 10.1371/journal.pbio.0020312. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Henry (2009).Henry TJ. Biodiversity of the Heteroptera. In: Foottit RG, Adler PH, editors. Insect biodiversity. Science and Society; Oxford: 2009. pp. 223–263. [Google Scholar]
- Josifov (1976).Josifov M. Drei neue Orthotylus-Arten aus Korea (Heteroptera, Miridae) Reichenbachia. 1976;16:143–146. [Google Scholar]
- Jung, Duwal & Lee (2011).Jung S, Duwal RK, Lee S. COI barcoding of true bugs (Insecta, Heteroptera) Molecular Ecology Resources. 2011;11:266–270. doi: 10.1111/j.1755-0998.2010.02945.x. [DOI] [PubMed] [Google Scholar]
- Jung, Duwal & Lee (2012).Jung S, Duwal RK, Lee S. Aphid-feeding plant bug: a new record of Dicyphus miyamotoi Yasunaga (Hemiptera: Heteroptera: Miridae: Bryocorinae) from the Korean Peninsula. Zootaxa. 2012;3247:61–64. [Google Scholar]
- Jung et al. (2010).Jung S, Duwal R, Yasunaga T, Heiss E, Lee S. A taxonomic review of the genus Dryophilocoris (Heteroptera: Miridae: Orthotylinae: Orthotylini) in the Fareast Asia with description of a new species. Zootaxa. 2010;2692:51–60. [Google Scholar]
- Kerzhner (1988).Kerzhner IM. Infraorder Cimicomorpha. 21. Family Miridae (Capsidae) In: Lehr PA, editor. Keys to the insects of the Far East of the USSR. Vol. 2. Nauka; Leningrad: 1988. pp. 778–857. [Google Scholar]
- Kim & Jung (2015).Kim J, Jung S. First record of the genus Dimia Kerzhner (Hemiptera: Heteroptera: Miridae) from the Korean Peninsula. Journal of Asia-Pacific Biodiversity. 2015;8:394–396. doi: 10.1016/j.japb.2015.10.012. [DOI] [Google Scholar]
- Kim & Jung (2016a).Kim J, Jung S. Taxonomic review of the genus Isometopus (Hemiptera: Miridae: Isometopinae) from the Korean Peninsula, with description of a new species. Zootaxa. 2016a;4137(1):137–145. doi: 10.11646/zootaxa.4137.1.11. [DOI] [PubMed] [Google Scholar]
- Kim & Jung (2016b).Kim J, Jung S. Two new species of the genus Apolygus China (Hemiptera: Heteroptera: Miridae: Mirinae) from the Korean Peninsula, with a key to Korean Apolygus species. Zootaxa. 2016b;4137(4):592–598. doi: 10.11646/zootaxa.4137.4.12. [DOI] [PubMed] [Google Scholar]
- Kim & Jung (2016c).Kim J, Jung S. Taxonomic review of the genus Harpocera Curtis (Hemiptera: Heteroptera: Miridae: Phylinae) from the Korean Peninsula, with description of a new species and key to the Korean Harpocera species. Entomological Research. 2016c;46:306–313. doi: 10.1111/1748-5967.12177. [DOI] [Google Scholar]
- Kim & Jung (2017).Kim J, Jung S. Two new records of the subfamily Deraeocorinae (Hemiptera: Heteroptera: Miridae) from the Korean Peninsula. Journal of Asia-Pacific Biodiversity. 2017;10:396–398. doi: 10.1016/j.japb.2017.05.001. [DOI] [Google Scholar]
- Kim et al. (2015).Kim J, Park H, Heiss E, Jung S. A new species of the genus Capsus Fabricius (Hemiptera: Heteroptera: Miridae: Mirinae) from the Korean Peninsula, with a key to the Korean Capsus species. Zootaxa. 2015;3905:585–592. doi: 10.11646/zootaxa.3905.4.10. [DOI] [PubMed] [Google Scholar]
- Kimura (1980).Kimura M. A simple method for estimating evolutionary rate of base substitutions through comparative studies of nucleotide sequences. Journal of Molecular Evolution. 1980;16:111–120. doi: 10.1007/BF01731581. [DOI] [PubMed] [Google Scholar]
- Park et al. (2011).Park DS, Foottit R, Maw E, Hebert PDN. Barcoding bugs: DNA-based identification of the true bugs (Insecta: Hemiptera: Heteroptera) PLOS ONE. 2011;6(4):e18749. doi: 10.1371/journal.pone.0018749. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Raupach et al. (2014).Raupach RM, Hendrich L, Kuchler SM, Deister F, Moriniere J, Gossner MM. Building-up of a DNA barcode library for true bugs (Insecta: Hemiptera: Heteroptera) of Germany reveals taxonomic uncertainties and surprises. PLOS ONE. 2014;9(9):e106940. doi: 10.1371/journal.pone.0106940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saitou & Nei (1987).Saitou N, Nei M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Molecular Biology and Evolution. 1987;4:406–425. doi: 10.1093/oxfordjournals.molbev.a040454. [DOI] [PubMed] [Google Scholar]
- Schaefer & Panizzi (2000).Schaefer CW, Panizzi AR. Heteroptera of economic importance. CRC Press; London: 2000. [Google Scholar]
- Tamura et al. (2011).Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S. MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Molecular Biology and Evolution. 2011;28(10):2731–2739. doi: 10.1093/molbev/msr121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tembe, Shouche & Ghate (2014).Tembe S, Shouche Y, Ghate HV. DNA barcoding of Pentatomomorpha bugs (Hemiptera: Heteroptera) from Western Ghats of India. Meta Gene. 2014;2:737–745. doi: 10.1016/j.mgene.2014.09.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ward et al. (2005).Ward RD, Zemlak TS, Innes BH, Last PR, Hebert PDN. Barcoding Australia’s fish species. The Philosophical Transactions of the Royal Society of London B, Biological Sciences. 2005;360:1847–1857. doi: 10.1098/rstb.2005.1716. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wheeler (2000a).Wheeler AG. Plant Bugs (Miridae) as plant pests. In: Schaefer CW, Panizzi AR, editors. Heteroptera of economic importance. Cornell University Press; New York: 2000a. pp. 37–83. [Google Scholar]
- Wheeler (2000b).Wheeler AG. Predacious plant bugs (Miridae) In: Schaefer CW, Panizzi AR, editors. Heteroptera of economic importance. Cornell University Press; New York: 2000b. pp. 657–693. [Google Scholar]
- Wheeler (2001).Wheeler AG. Biology of the plant bugs: pests, predators, opportunist. Cornell University; New York: 2001. [Google Scholar]
- Yang et al. (2015).Yang CY, Kim SJ, Kim JH, Kang TJ, Ahn SJ. Sex pheromones and reproductive isolation in five mirid species. PLOS ONE. 2015;10(5):e0127051. doi: 10.1371/journal.pone.0127051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang et al. (2016).Yang CY, Kim SJ, Kwon SJ, Ahn SJ. Molecular identification of closely related mirine plant bugs, Apolygus spinolae and A. lucorum (Heteroptera: Miridae) by PCR-RFLP markers. Journal of Asia-Pacific Entomology. 2016;19(3):729–734. doi: 10.1016/j.aspen.2016.06.015. [DOI] [Google Scholar]
- Yasunaga (1991).Yasunaga T. A revision of the plant bug, genus Lygocoris Reuter from Japan, Part I (Heteroptera, Miridae, Lygus-complex) Japanese Journal of Entomology. 1991;59:435–448. [Google Scholar]
- Yasunaga (1999).Yasunaga T. The plant bug tribe Orthotylini in Japan (Heteroptera: Miridae: Orthotylinae) Tijdschrift voor Entomologi. 1999;142:143–183. doi: 10.1163/22119434-99900026. [DOI] [Google Scholar]
- Yasunaga & Yasunaga (2000).Yasunaga T, Yasunaga M. Eight new species of the mirine genus Apolygus China (Heteroptera: Miridae) from Japan. Biogeography. 2000;2:81–92. [Google Scholar]
- Yoo et al. (2006).Yoo HS, Eah JY, Kim JS, Kim YJ, Min MS, Paek WK, Lee H, Kim CB. DNA barcoding Korean birds. Molecules and Cells. 2006;22:323–327. [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The following information was supplied regarding data availability:
All sequences obtained in this study were deposited in NCBI (GenBank accession numbers KY366988–KY367257 and KY229058, KY229059, KY229060, KY229061).
The accession number of raw data is in Table S1.