Abstract
Background
Symbiotic bacteria play a critical role in insect’s biology. They also offer great opportunities to improve on current pest management techniques. In order to exploit and integrate the roles played by the gut microbiota on pest management programs, a better understanding of the structural organization of the microbial community in the Chinese citrus fly Bactrocera minax is essential.
Results
The results revealed a total of 162 OTUs at 97% similarity interval. The dominant bacteria phyla were Proteobacteria, Bacteroidetes, Antinobacteria and Firmicutes, with the Proteobacteria having the highest relative abundance (more than 80% in all life stages). There was also a shift in the dominant OTUs from the early developmental stages to the late developmental stages and adult stages in B. minax. These OTUs related to Klebsiella pneumoniae, Providencia rettgeri and Enterobacter aerogenes, respectively. Six bacteria OTU were shared by all the life stages. These belonged to the Enterobacteriaceae and the Enterococcaceae families.
Conclusion
The common bacteria groups shared by all the life stages and other fruit flies could be important targets for further research. This should aim towards realizing how these bacteria affect the biology of the fly and how their relationship could be exploited in the development of sustainable management strategies against fruit flies.
Keywords: Fruit flies, Bactrocera minax, Symbiosis, Insect gut bacteria, 454 pyrosequencing
Introduction
The gut of most insects is colonized by microbial communities [1], which vary in diversity and function across the different insect groups [2]. Gut microbial colonization is affected by the morphology and physiology of the gut [1]. The origin of gut bacteria are from horizontal or vertical transmissions and some important bacteria groups have evolved to develop intimate relations with insects [3]. In social insects such as the honey bee, social interaction often leads to the transfer of important gut bacteria [3, 4]. In other insect groups such as the tephritids, the diversity and transmission patterns of important bacteria groups are poorly understood.
The gut of Tephritidae has been shown to be colonized by diverse symbiotic bacteria mainly belonging to the phylum Proteobacteria, Firmicutes and Bacteroidetes, Actinodetes and Tenericutes [5–10]. In tephritids, associations with symbiotic bacteria was first reported about a century ago [11], though the role these microorganisms play in their relationship with fruit flies was first reported about half a century later [12]. Over the years, many studies have focused on understanding the roles bacteria play in symbiotic relationships with tephritid flies. For example, Wolbachia was previously reported as an infective species manipulating the reproductive system of most insects [13, 14], but has recently be shown to have a mutualistic relationship with the bed bug [15]. Furthermore symbiotic bacteria has been shown to improve larval growth [12], provide nutritional supplements, which increased fecundity [16], affect longevity [17, 18], fix nitrogen [19] and improve sexual performance [20]. In the tephritid fly, symbiotic bacteria have been shown to improve sexual performance [21], detoxify insecticides [22] and could possibly be a lure for these flies [23]. Understanding the bacteria community structure in different fruit flies will be a first step towards realizing how the roles symbiotic bacteria plays could be exploited in developing an integrated pest management strategy for these flies.
The Chinese citrus fly Bactrocera minax (Enderlein) is considered unique in the Tephritidae family because of its long over-wintering pupal diapause and its single host, the citrus [24–27]. B. minax causes huge damage to citrus in China, Nepal, India and Bhutan where it is a major pest [26, 28]. Their overwintering capability with six months of long diapause makes it difficult to manage this pest [27, 29]. So far chemical control has shown to be ineffective probably due to the presence of Gluthinone S-tranferase which plays an important role in detoxification of several insecticides contributing to insecticide resistance in this pest [30]. In addition, commercially available pheromone attractive lures for B. minax males are unavailable [31]. Therefore, there is an urgent need to seek alternative control strategies for their management.
Given the huge potentials symbiotic bacteria offers for future pest management, this study was to conducted to understand the bacteria community structure associated with different life stages of B. minax using 454 FLX pyrosequencing. Bacteria were sampled from the egg, larva, pupa and adult of wild B. minax. We hypothesize that the different life stages will share some unique bacteria groups which are present in all life stages. These unique groups could be suitable target for further research in pest management programs.
Methods
Sample collection
Insect samples were collected from citrus orchards in Yichang, Hubei Province of China (30 °4́3́ N 111 ° 17′ E). Preliminary studies from our lab showed that B. minax was the only fruit fly specie present in this location. First instar (BM1L), second instar (BM2L), third instar (BM3L) larvae and eggs (BME) were collected from the infested fruits from July to November, 2012. Pupae (BMP) were dug from the soil in December 2012, they were easily recognized from their extra-large size compared to that of B. dorsalis. The adults were collected using traps and protein baits in March 2013. Live male (BMM) and female (BMF) flies were allowed to starve for at least 12 h before gut dissection to clear the gut of allochthonous species. Ethical clearance was not required before insect collection as B. minax is indigenous to China.
Insect dissection and DNA extraction
Prior to gut dissection, the adult and larva were anesthetized by chilling at − 20 °C for 10–20 min. Total DNA was extracted from a batch of 50 insects per life stage. Each life stage (BME, BM1L, BM2L, BM3L, BMP, BMM, and BMF) were sterilized in 70% ethanol for 2 to 5 min, rinsed thrice in sterile distilled water before dissection to remove the whole gut. The samples that were used for DNA extraction included the whole gut of the adult, second and third instar larva (excluding the malpighian tubules), the whole egg, first instar larva and pupae (without the puparium). Dissection was carried out under sterile conditions in a laminar flow hood using a stereomicroscope. The different samples were dissected in sterile distilled water on a sterilized glass plate using a pair of sterile tweezers. After sterilizing the pupal case, the puparium was carefully remove with a pair of sterile tweezer. Total genomic DNA was extracted using the CTAB protocol as previously reported by [5].
PCR amplification, amplicon quantification, pooling and pyrosequencing
Barcoded broadly conserved primers 27F_5’ CCTATCCCCTGTGTGCCTTGGCAGTCTCAGAGAGTTTGATCCTGGCTCAG-3′, and 533R_5′-CCATCTCATCCCTGCGTGTCTCCGACGACTNNNNNNNNTTACCGCGGCTGCT GGCAC − 3′, were used for PCR amplification of ~ 536 bp of variable region V1–3 of the 16S rRNA gene. These primers were modified to contain the A and B sequencing adaptors (454 Life Sciences) underlined in the above primer sequences. Eight base pair specific barcodes are represented by the Ns in the above sequence.
PCR reactions were carried out in 15 μL reactions in triplicate, and each reaction tube contained 0.2 mM of the forward and reverse primer, about 5 ng of template DNA, 1 X PCR reaction buffer, 1 U of Pfu DNA polymerase (MBI. Fermentas, USA). PCR was carried out under the following conditions: an initial denaturation step at 94 °C for 1 min, then 25 cycles of 94 °C for 30 s, 55 °C for 30 s and 72 °C for 1 min and a final extension phase of 72 °C for 10 min. The PCR products were subjected to electrophoresis on a 1.2% (w/v) agarose gel and stained with ethidium bromide to determine the presence and yield of the fragment of interest. Later, the PCR products were purified with a DNA gel extraction kit (Axygen, China). PCR product concentration was checked using a Quant-iT PicoGreen double-stranded DNA assay (Invitrogen, Germany) and quality control was carried out using an Agilent 2100 Bioanalyzer (Agilent, USA). Equimolar amount of DNA samples from the three replicates from each life stage were pooled and used for amplicon PCR. This was done in order to maximize the diversity of bacteria from the population sample rather than from an individual sample [5, 7]. Amplicon pyrosequencing was carried out from the A-end using a 454 Roche sequencing primer kit on a Roche Genome Sequencer GS FLX Titanium platform at National Human Genome Center at Shanghai, China.
Data analysis
Community analysis was performed with Mothur [32] using the standard pipeline described at www.mothur.org/wiki/454_SOP, accessed April 1st 2015 as follows; the quality reads were extracted from the SFF file and the sequences were grouped according to barcode and primer. Sff files were trimmed based on sequence quality using the shhh.flows script and sequences were trimmed to eliminate those with more than two primer mismatches, any mismatch in the barcode, more than eight bases homopolymers or less than 200 bp. Unique sequences were aligned using the SILVA [33] reference alignment and sequences within 1–2 bp of a more abundant sequence were preclustered together. Chimeric reads were identified and removed using Uchime. Unique sequences were clustered into 162 OTU based of 3% difference. Operational taxonomic units (OTUs) were classified using the RDP training set version 9 [34] database. A BLAST was further carried out on NCBI nucleotide collection (nr/nt) using the megablast algorithm to obtain more information on taxonomic identity of the 7 most abundant OTU. Core bacterial OTU shared by the different life stages were identified by comparing OTUs from the different life stages. The heat-map of beta diversity indices was constructed using the Perl and SVG software. Bar charts showing percentage abundance was constructed on Origin 9.0 (Electronic Arts Inc., Rrdwood, California, USA) software. Alpha Diversity Indices including ACE, Chao and Shannon were calculated using QIIME [35] “alpha_diversity.py” script (http://qiime.org/scripts/alpha_diversity.html). Rarefaction curves were also constructed using the QIIME “alpha_rarefaction.py” script (http://qiime.org/scripts/alpha_rarefaction.html. Principle coordinate analysis was constructed on R [36].
Results
16S rRNA bar-coded amplicon pyrosequencing and clustering into operational taxonomic units (OTU)
A total of 57,888 sequences were obtained from the seven B. minax samples (BM1L, BM2L, BM3L, BME, BMP, BMM, BMF) sequenced. After quality filtering and removal of chimeric sequences, a total of 54,581 sequences remained, this corresponded to 621 unique sequences. The estimated number of OTUs at 97% obtained from all the B. minax life stages was 162 (Additional file 1).
Bacterial diversity and abundance
The Chao and ACE richness indices show that amongst the B. minax samples, the egg stage (BME) appears to have the richest gut bacterial community. The Shannon and Simpson indices also revealed more diversity in early life stages (BME and BM1L) when compared with the later life stages (Table 1). The Chao1 and ACE did not equal the observed number of OTU in both samples suggesting that sampling in both did not reach saturation. The rarefaction curve did not asymptote. These results indicate the presence of some rare and unidentified groups in both samples which might have not been detected as a results of the limitations of the PCR technique used in this study [37]; however, coverage estimates appear to be high for all the samples (Table 1). Principal coordinate analysis revealed variations across the life cycle of the B. minax. Generally, the extent of variation correlated with the habitat as the egg, first instar and second instar larva were closely related and different from all other groups. On the other hand, the adult life stages were also closely related. An exception to this was the third instar larva, which was more related to the pupal stage, and these two were distantly related to all other groups (Fig. 1). The loading values across the different life stages of B. minax, that contribute to the pattern observed in the PCoA in Fig. 1 are shown in Additional file 2.
Table 1.
Sample | Cutoff | Observed OTUs | Ace | Chao1 | Shannon | Simpson | Coverage |
---|---|---|---|---|---|---|---|
BME | 0.3 | 58 | 68.12 | 65.33 | 2.46 | 0.64 | 1.00 |
BM1L | 0.3 | 56 | 62.97 | 62.88 | 2.43 | 0.66 | 1.00 |
BM2L | 0.3 | 25 | 29.07 | 26.25 | 1.16 | 0.42 | 1.00 |
BM3L | 0.3 | 17 | 22.21 | 20.00 | 0.53 | 0.17 | 1.00 |
BMP | 0.3 | 44 | 55.52 | 53.43 | 1.84 | 0.61 | 1.00 |
BMF | 0.3 | 35 | 50.63 | 48.20 | 2.35 | 0.75 | 1.00 |
BMM | 0.3 | 35 | 40.54 | 37.10 | 2.28 | 0.74 | 1.00 |
Taxonomic composition of bacteria in the Chinese citrus fly
The 162 OTU realized from the different seven B. minax samples could be grouped into six different bacteria phyla and some unclassified groups. These phyla include; Proteobacteria, Firmicutes, Bacteroidetes, Antinobacteria, Fusobacteria, and TM7 (Fig. 2). Amongst these, the Proteobacteria was the most abundant in all life stages having approximately 80% reads in all life stages. Firmicutes was also dominant in eggs, first and second instar larvae having an abundance of at least 15% in these stages and less than 2% in the other life stages. Actinobacteria comprised 3% of the sequences in the pupae and less than 1% in all other life stages. Bacteroidetes were relatively abundant in the adult female (7% of sequences) and were completely absent in third instar larvae.
The most abundant OTUs was represented by an Enterobacteriaceae (Fig. 3, Additional file 3) with a BLAST search showing Klebsiella pneumoniae strain PBCUK21 (accession number LC216325.1) (Table 2) as its closest match. It comprised at least 55% of the bacteria present in the egg, first and second instar larva. However, this population decreases to less than 1% in the pupa before increasing to about 21% in the adults. The second most abundant OTU also belonged to the Enterobacteriaceae family. A Blastn search revealed Providencia rettgeri strain RB151 (accession number: CPO17671.1) as the closest match. This OTU bore the most abundant reads in the third instar larvae (90%) and pupae (47%). Although it was present in all the other life stages, it only represented less than 1% of the total OTU. Similarly, the third most abundant OTU also belonged to the Enterobacteriaceae family. A Blastn search revealed its closest match to be Enterobacter aerogenes strain X-2 (accession number: 508303.1). This OTU was dominant in the adult life stage (about 37%) and almost 0 % in all other life stages. Though the most abundant OTUs belonged to the Enterobacteriaceae family, species abundance varied across the life cycle of B. minax. The eggs, first and second instar larvae were dominated by K. pneumoniae and Lactococcus lactis, the larvae and pupae by Providencia rettgeri and the adults by Enterobacter aerogenes and Citrobacter freundii (Table 2).
Table 2.
OTU | Best match gene # | Best match gene % | Best match gene ID | BME | BM1L | BM2L | BM3L | BMP | BMF | BMM |
---|---|---|---|---|---|---|---|---|---|---|
Otu001 | LC216325.1 | 100 | Klebsiella pneumoniae | 59.36 | 56.03 | 72.92 | 8.76 | 0.85 | 21.37 | 23.38 |
Otu002 | CP017671.1 | 100 | Providencia rettgeri | 0.23 | 0.62 | 0.39 | 90.53 | 47.67 | 0.23 | 0.38 |
Otu003 | KY508303.1 | 100 | Enterobacter aerogenes | 3.72 | 0.47 | 0.24 | 0.03 | 0.22 | 36.53 | 37.19 |
Otu004 | KU992685.1 | 100 | Citrobacter freundii | 2.87 | 0.33 | 0.01 | 0.02 | 0.21 | 25.31 | 25.56 |
Otu005 | LC214977.1 | 100 | Lactococcus latis | 14.74 | 19.03 | 21.67 | 0.22 | 0.02 | 0.35 | 0.06 |
Otu006 | KU942503.1 | 100 | Morganella morganii | 0.00 | 0.05 | 0.00 | 0.09 | 40.76 | 0.05 | 0.13 |
Otu007 | KX259561.1 | 100 | Serratia marcescens | 2.47 | 8.75 | 3.60 | 0.02 | 0.03 | 0.01 | 0.03 |
Others | 16.61 | 14.72 | 1.17 | 0.33 | 10.24 | 16.15 | 13.27 |
Core intestinal microbiota
The bacteria present in the BM libraries were investigated for the presence of core gut microbiota shared by all the life stages. A total of six bacterial OTUs (1, 2, 3, 4, 5 and 7) were detected in all samples (Table 2). Five of these belong to the Enterobacteriaceae family (Proteobacteria) and one belonged to the Enterococaceae family (Table 2).
Discussion
In this study the microbiome associated with B. minax was identified and characterized by 454 FLX pyrosequencing. This study reports for the very first time the bacterial diversity and abundance associated with the immature stages of B. minax using a non-culture-based approach. A previous study on the bacterial community of this fruit fly focused only on the adult flies [38]. The results from this study suggest that Enterobacteriaceae dominates all life stages of the fly. This family has also been reported to be dominant in other tephritids [9, 10, 23, 39, 40]. In addition Klebsiella, Citrobacter, Enterobacter and Serratia have been reported as the dominant genera found in the gut and reproductive system of adult B. minax [38]. The present study also reports similar findings.
In this study, the majority of the sequence reads belong to Proteobacteria, Firmicutes, Bacteroidetes and Actinobacteria. B. minax is oligophagous with citrus being its only host plant. Different bacterial species previously described to be associated with citrus plants belong to Proteobacteria, Firmicutes, Bacteroidetes and Actinobacteria with the Proteobacteria being the most abundant [41, 42]. The host plant is known to have significant effects on insect gut bacteria structure [43]. Symbiotic bacteria of fruit flies have also been reported to be transmitted horizontally and vertically [44, 45]. This suggests that the origin of some of the bacteria found in the gut could be from environmental samples (plant host). Bacteria species which have established unique transmission patterns in fruit flies are those which have co-evolved with the flies. If these bacteria groups could be identified in further studies, they will constitutes important target which could be exploited in pest management programs. It is very likely that these bacteria groups could be among the dominant species or core bacteria groups shared by the different life stages.
Host diet and phylogeny shape mammal associated gut resident bacteria [46, 47]. Diet also affects the gut bacteria community structure of some insects including Drosophila [43], gypsy moth [48] and cotton bollworm [49]. The bacterial community of the egg clustered with that of the first and second instar larva while that of the third instar larva clustered with the pupal. The adult male and female clustered together. This suggests that the larvae, pupae and adults have different resident bacteria within the Enterobacteriaceae, which although are different they have a close taxonomic relationship. This has also been reported in Ceratitis capitata [10]. The results from our study suggest that the bacterial community structure of the B. minax is not only shaped by the host’s diet but also other factors [50]. The observed variation in bacteria community across life stages reported in this study is not uncommon in tephritids as these variations have also been reported in the B. dorsalis [5] and the C. capitata [10]. However, for an oligophagous pest such as the B. minax that feeds solely on citrus. It is surprising that the egg and first instar larva recorded the highest bacteria diversity. Re-localization of some bacteria species to different organs as the insect matures may be a possible reason for the observed differences. A previous study had reported that, B. minax host a higher diversity of gut bacteria in their ovaries and testes when compared to the gut [38].
Different members of these Enterobacteriaceae group have been shown to play different fitness roles in fruit flies. In B. oleae for example symbiotic bacteria Candidatus Erwinia dacicola helps the young larvae to overcome host defence [51]. The most dominant OTUs in the egg, first and second instar larva were related to Klebsiella pneumoniae LC216325.1. Klebsiella spp has been isolated from the gut of other tephritids [40, 52]. Bacteria belonging to this genus could act as an attractive lure for fruit flies [53, 54] and improve on mating competiveness in fruit flies [55]. It has also been shown to have nitrogen fixing properties [19].
The dominant OTU in the pupae is related to P. rettgeri (Table 2). Similar member belonging to this genus has been identified in different tephritids [40, 52, 56]. B. minax undergoes diapause during harsh winter [27, 29]. The high relative abundance of Providencia in third instar larvae and pupae, but not other life stages, suggests that it might be playing a role in diapause. A shift in gut bacteria community structure has been reported in diapausing insects [57] and obese humans [58] who have large fat reserves. Providencia has been shown to have nitrifying-denitrifying functions [59], thereby converting ammonia into less toxic waste. Speculatively Providencia present in the BM3L and BMP are likely to help the insect remove metabolic waste during the long diapause period. However, more research needs to be carried out to confirm this hypothesis.
From our results the OTUs 1, 2, 3, 4, 5 and 7 were shared by all life stages of the fly (Table 2). This suggests the possibility of vertical transmission of these bacteria. Vertically transmitted bacteria in tephritids have been reported to be present in the larval stage and maintained throughout the adult stage [45]. In addition, 4 of these core OTUs found in B. minax, were also present in the oriental fruit fly [5], suggesting that they may play key roles in the biology of the fly.
Conclusion
This study reports for the very first time the symbiotic bacteria present in the gut of the different developmental stages of the Chinese citrus fly and compares this population with the microbiome present in the adult life stages. The results revealed that the gut of the Chinese citrus fly harbors a large diversity of microorganisms belonging to 8 different phyla. Though Proteobacteria phyla dominated in all life stages, there was a shift in the most abundant OTUs from early development to maturity. Core bacteria groups shared by all life stages and different fruit flies belonged to the Enterobacteriaceeae and the Enterococcaceae families. These species have also been found in other fruit fly groups and some have been reported to play significant roles in the biology of other fruit flies. These could be important targets for the further research on how symbiotic bacteria could be exploited in the management of fruit flies.
Supplementary information
Acknowledgements
The authors will like to thank the reviewer(s) for their valuable comments and suggestions which has greatly improved on the quality of the manuscript.
About this supplement
This article has been published as part of BMC Microbiology Volume 19 Supplement 1, 2019: Proceedings of an FAO/IAEA Coordinated Research Project on Use of Symbiotic Bacteria to Reduce Mass-rearing Costs and Increase Mating Success in Selected Fruit Pests in Support of SIT Application: microbiology. The full contents of the supplement are available online at https://bmcmicrobiol.biomedcentral.com/articles/supplements/volume-19-supplement-1.
Abbreviations
- BDM
Bactrocera minax adult male
- BM1L
Bactrocera minax first instar larva
- BM2L
Bactrocera minax second instar larva
- BM3L
Bactrocera minax third instar larva
- BME
Bactrocera minax egg
- BMF
Bactrocera minax adult female
- BMP
Bactrocera minax pupa
- CTAB
Cetyl trimethylammonium bromide
- DGGE
Denaturing Gradient Gel Electrophoresis
- DNA
Deoxyribonucleic acid
- NCBI
National Center for Biotechnology Information
- NGS
Next generation sequencing
- OTU
Operational Taxonomic Unit
- PBS
Phosphate Buffered Saline
- PCoA
Principal Coordinate Analysis
- PCR
Polymerase Chain reaction
- RDP
Ribosomal Database Project
- RDP
Ribosomal database Project
- rRNA
Ribosomal ribonucleic acid
Authors’ contributions
C.Y.N designed the study; A.A.A., W.Y. and L.W. carried out the experiments; A.A.A., Y.D. analyzed the data; A.A.A., J.H. and C.Y.N. shared in scoping the study, data interpretation and writing the manuscript. All the authors have read and approved the final manuscript.
Funding
This study was funded by the National Natural Science Foundation of China (31661143045, 31371945 and 31071690), Crop Disease and Insect Pest Monitoring and Control Program supported by Ministry of Agriculture of People’s Republic of China (2016), the Fundamental Research Funds for the Central Universities (2662015PY148), and International Atomic Energy Agency (via Research Contract CRP No. 17153 and CRP No. 18269).
Availability of data and materials
Pyrosequencing data has been submitted to the GenBank (SRA) database as a file under the accession number SRP126595.
Ethics approval and consent to participate
Bactrocera minax is indigenous in China. No consent is required for its collection from the wild.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary information accompanies this paper at 10.1186/s12866-019-1646-9.
References
- 1.Dillon R, Dillon V. The gut bacteria of insects: nonpathogenic interactions. Annu Rev Entomol. 2004;49(1):71–92. doi: 10.1146/annurev.ento.49.061802.123416. [DOI] [PubMed] [Google Scholar]
- 2.Douglas AE. Multiorganismal insects: diversity and function of resident microorganisms. Annu Rev Entomol. 2015;60:17–34. doi: 10.1146/annurev-ento-010814-020822. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Engel P, Moran NA. The gut microbiota of insects–diversity in structure and function. FEMS Microbiol Rev. 2013;37(5):699–735. doi: 10.1111/1574-6976.12025. [DOI] [PubMed] [Google Scholar]
- 4.Powell J. Elijah, Martinson Vincent G., Urban-Mead Katherine, Moran Nancy A. Routes of Acquisition of the Gut Microbiota of the Honey Bee Apis mellifera. Applied and Environmental Microbiology. 2014;80(23):7378–7387. doi: 10.1128/AEM.01861-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Andongma AA, Wan L, Dong Y-C, Desneux N, White JA, Niu C-Y. Pyrosequencing reveals a shift in symbiotic bacteria populations across life stages of Bactrocera dorsalis. Sci Rep. 2015;5. [DOI] [PMC free article] [PubMed]
- 6.Wang A, Yao Z, Zheng W, Zhang H. Bacterial communities in the gut and reproductive organs of Bactrocera minax (Diptera: Tephritidae) based on 454 pyrosequencing. 2014:9(9):e106988. [DOI] [PMC free article] [PubMed]
- 7.Morrow J, Frommer M, Shearman D, Riegler M. The microbiome of field-caught and laboratory-adapted Australian tephritid fruit fly species with different host plant use and specialisation. Microb Ecol. 2015:1–11. [DOI] [PubMed]
- 8.Behar A, Yuval B, Jurkevitch E. Community structure of the mediterranean fruit fly microbiota: seasonal and spatial sources of variation. Isr J Ecol Evol. 2008;54(2):181–191. doi: 10.1080/15659801.2008.10639612. [DOI] [Google Scholar]
- 9.Capuzzo C, Firrao G, Mazzon L, Squartini A. Girolami V: ‘Candidatus Erwinia dacicola’, a co-evolved symbiotic bacterium of the olive fly Bactrocera oleae (Gmelin) Int J Syst Evol Microbiol. 2005;55(4):1641–1647. doi: 10.1099/ijs.0.63653-0. [DOI] [PubMed] [Google Scholar]
- 10.Aharon Yael, Pasternak Zohar, Ben Yosef Michael, Behar Adi, Lauzon Carol, Yuval Boaz, Jurkevitch Edouard. Phylogenetic, Metabolic, and Taxonomic Diversities Shape Mediterranean Fruit Fly Microbiotas during Ontogeny. Applied and Environmental Microbiology. 2012;79(1):303–313. doi: 10.1128/AEM.02761-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Petri L. Untersuchung uber die darmbakterien der olivenfliege. Zentbl Bakteriol. 1910;26:357–367. [Google Scholar]
- 12.Hagen KS. Dependence of the olive fly, Dacus oleae, larvae on symbiosis with Pseudomonas savastanoi for the utilization of olive. Nat. 1966;209(5021):423–424. doi: 10.1038/209423a0. [DOI] [Google Scholar]
- 13.Hilgenboecker K, Hammerstein P, Schlattmann P, Telschow A, Werren JH. How many species are infected with Wolbachia?–a statistical analysis of current data. FEMS Microbiol Lett. 2008;281(2):215–220. doi: 10.1111/j.1574-6968.2008.01110.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Werren JH, Baldo L, Clark ME. Wolbachia: master manipulators of invertebrate biology. Nat Rev Microbiol. 2008;6(10):741–751. doi: 10.1038/nrmicro1969. [DOI] [PubMed] [Google Scholar]
- 15.Nikoh N, Hosokawa T, Moriyama M, Oshima K, Hattori M, Fukatsu T. Evolutionary origin of insect–Wolbachia nutritional mutualism. Proc Natl Acad Sci. 2014;111(28):10257–10262. doi: 10.1073/pnas.1409284111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Ben-Yosef Michael, Aharon Yael, Jurkevitch Edouard, Yuval Boaz. Give us the tools and we will do the job: symbiotic bacteria affect olive fly fitness in a diet-dependent fashion. Proceedings of the Royal Society B: Biological Sciences. 2010;277(1687):1545–1552. doi: 10.1098/rspb.2009.2102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Ben-Yosef M, Behar A, Jurkevitch E, Yuval B. Bacteria-diet interactions affect longevity in the medfly Ceratitis capitata. J Appl Entomol. 2008;132(9–10):690–694. doi: 10.1111/j.1439-0418.2008.01330.x. [DOI] [Google Scholar]
- 18.Behar A, Yuval B, Jurkevitch E. Gut bacterial communities in the Mediterranean fruit fly (Ceratitis capitata) and their impact on host longevity. J Insect Physiol. 2008;54(9):1377–1383. doi: 10.1016/j.jinsphys.2008.07.011. [DOI] [PubMed] [Google Scholar]
- 19.Behar A, Yuval B, Jurkevitch E. Enterobacteria-mediated nitrogen fixation in natural populations of the fruit fly Ceratitis capitata. Mol Ecol. 2005;14(9):2637–2643. doi: 10.1111/j.1365-294X.2005.02615.x. [DOI] [PubMed] [Google Scholar]
- 20.Ami EB, Yuval B, Jurkevitch E. Manipulation of the microbiota of mass-reared Mediterranean fruit flies Ceratitis capitata (Diptera: Tephritidae) improves sterile male sexual performance. Int Soc Microb Ecol J. 2010;4(1):28. doi: 10.1038/ismej.2009.82. [DOI] [PubMed] [Google Scholar]
- 21.Gavriel S, Jurkevitch E, Gazit Y, Yuval B. Bacterially enriched diet improves sexual performance of sterile male Mediterranean fruit flies. J Appl Entomol. 2011;135(7):564–573. doi: 10.1111/j.1439-0418.2010.01605.x. [DOI] [Google Scholar]
- 22.Cheng D, Guo Z, Riegler M, Xi Z, Liang G, Xu Y. Gut symbiont enhances insecticide resistance in a significant pest, the oriental fruit fly Bactrocera dorsalis (Hendel) Microbiome. 2017;5(1):13. doi: 10.1186/s40168-017-0236-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Wang H, Jin L, Peng T, Zhang H, Chen Q, Hua Y. Identification of cultivable bacteria in the intestinal tract of Bactrocera dorsalis from three different populations and determination of their attractive potential. Pest Manag Sci. 2014;70(1):80–87. doi: 10.1002/ps.3528. [DOI] [PubMed] [Google Scholar]
- 24.Allwood AJ, Chinajariyawong A, Drew R, Hamacek E, Hancock D, Hengsawad C, Jipanin J, Jirasurat M, Krong CK, Kritsaneepaiboon S. Host plant records for fruit flies (Diptera: Tephritidae) in South East Asia: Department of Biological Sciences, National University of Singapore; 1999. accessed Aug 2016.
- 25.Dorji C, Clarke AR, Drew RAI, Fletcher BS, Loday P, Mahat K, Raghu S, Romig MC. Seasonal phenology of Bactrocera minax (Diptera: Tephritidae) in western Bhutan. Bull Entomol Res. 2006;96(05):531–538. [PubMed] [Google Scholar]
- 26.Zhou X-W, Niu C-Y, Han P, Desneux N. Field evaluation of attractive lures for the fruit fly Bactrocera minax (Diptera: Tephritidae) and their potential use in spot sprays in Hubei Province (China) J Econ Entomol. 2012;105(4):1277–1284. doi: 10.1603/EC12020. [DOI] [PubMed] [Google Scholar]
- 27.Dong Y-C, Wang Z-J, Clarke AR, Pereira R, Desneux N, Niu C-Y. Pupal diapause development and termination is driven by low temperature chilling in Bactrocera minax. J Pest Sci. 2013;86(3):429–436. doi: 10.1007/s10340-013-0493-y. [DOI] [Google Scholar]
- 28.Wang X, Luo L. Research progress in the Chinese citrus fruit fly. Entomol Knowl. 1995;32:310–315. [Google Scholar]
- 29.Dong Yongcheng, Desneux Nicolas, Lei Chaoliang, Niu Changying. Transcriptome Characterization Analysis of Bactrocera minax and New Insights into Its Pupal Diapause Development with Gene Expression Analysis. International Journal of Biological Sciences. 2014;10(9):1051–1063. doi: 10.7150/ijbs.9438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Chen E-H, Dou W, Hu F, Tang S, Zhao Z-M, Wang J-J. Purification and biochemical characterization of glutathione s-transferases in Bactrocera minax (Diptera: tephritidae) Fla Entomol. 2012;95(3):593–601. doi: 10.1653/024.095.0309. [DOI] [Google Scholar]
- 31.Drew RA, Dorji C, Romig MC, Loday P. Attractiveness of various combinations of colors and shapes to females and males of Bactrocera minax (Diptera: Tephritidae) in a commercial mandarin grove in Bhutan. J Econ Entomol. 2006;99(5):1651–1656. doi: 10.1093/jee/99.5.1651. [DOI] [PubMed] [Google Scholar]
- 32.Schloss PD, Westcott SL, Ryabin T, Hall JR, Hartmann M, Hollister EB, Lesniewski RA, Oakley BB, Parks DH, Robinson CJ. Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities. Appl Environ Microbiol. 2009;75(23):7537–7541. doi: 10.1128/AEM.01541-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Pruesse E, Quast C, Knittel K, Fuchs BM, Ludwig W, Peplies J, Glöckner FO. SILVA: a comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB. Nucleic Acids Res. 2007;35(21):7188–7196. doi: 10.1093/nar/gkm864. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Wang Q, Garrity GM, Tiedje JM, Cole JR. Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Appl Environ Microbiol. 2007;73(16):5261–5267. doi: 10.1128/AEM.00062-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Peña AG, Goodrich JK, Gordon JI. QIIME allows analysis of high-throughput community sequencing data. Nat Methods. 2010;7(5):335–336. doi: 10.1038/nmeth.f.303. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Team, R. Core: R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Online: http://www.R-project. org (2013):201. Accessed August 8th 2016.
- 37.Hajia M. Limitations of different PCR protocols used in diagnostic laboratories: a short review. Mod Med Lab J. 2017;1(2):1–6. doi: 10.30699/mmlj17-01-01. [DOI] [Google Scholar]
- 38.Wang A, Yao Z, Zheng W, Zhang H. Bacterial communities in the gut and reproductive organs of Bactrocera minax (Diptera: Tephritidae) based on 454 pyrosequencing. PLoS One. 2014;9(9):e106988. doi: 10.1371/journal.pone.0106988. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Wang H, Jin L, Zhang H. Comparison of the diversity of the bacterial communities in the intestinal tract of adult Bactrocera dorsalis from three different populations. J Appl Microbiol. 2011;110(6):1390–1401. doi: 10.1111/j.1365-2672.2011.05001.x. [DOI] [PubMed] [Google Scholar]
- 40.Kuzina Lyudmila V., Peloquin John J., Vacek Don C., Miller Thomas A. Isolation and Identification of Bacteria Associated with Adult Laboratory Mexican Fruit Flies, Anastrepha ludens (Diptera: Tephritidae) Current Microbiology. 2001;42(4):290–294. doi: 10.1007/s002840110219. [DOI] [PubMed] [Google Scholar]
- 41.Zhang Muqing, Powell Charles A., Benyon Lesley S., Zhou Hui, Duan Yongping. Deciphering the Bacterial Microbiome of Citrus Plants in Response to ‘Candidatus Liberibacter asiaticus’-Infection and Antibiotic Treatments. PLoS ONE. 2013;8(11):e76331. doi: 10.1371/journal.pone.0076331. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Trivedi P, Spann T, Wang N. Isolation and characterization of beneficial bacteria associated with citrus roots in Florida. Microb Ecol. 2011;62(2):324–336. doi: 10.1007/s00248-011-9822-y. [DOI] [PubMed] [Google Scholar]
- 43.Chandler JA, Lang JM, Bhatnagar S, Eisen JA, Kopp A. Bacterial communities of diverse Drosophila species: ecological context of a host–microbe model system. PLoS Genet. 2011;7(9):e1002272. doi: 10.1371/journal.pgen.1002272. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Lauzon C, McCombs S, Potter S, Peabody N. Establishment and vertical passage of Enterobacter (Pantoea) agglomerans and Klebsiella pneumoniae through all life stages of the Mediterranean fruit fly (Diptera: Tephritidae) Ann Entomol Soc Am. 2009;102(1):85–95. doi: 10.1603/008.102.0109. [DOI] [Google Scholar]
- 45.Behar A, Jurkevitch E, Yuval B. Bringing back the fruit into fruit fly–bacteria interactions. Mol Ecol. 2008;17(5):1375–1386. doi: 10.1111/j.1365-294X.2008.03674.x. [DOI] [PubMed] [Google Scholar]
- 46.Ley RE, Hamady M, Lozupone C, Turnbaugh PJ, Ramey RR, Bircher JS, Schlegel ML, Tucker TA, Schrenzel MD, Knight R. Evolution of mammals and their gut microbes. Sci. 2008;320(5883):1647–1651. doi: 10.1126/science.1155725. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Ochman H, Worobey M, Kuo C-H, Ndjango J-BN, Peeters M, Hahn BH, Hugenholtz P. Evolutionary relationships of wild hominids recapitulated by gut microbial communities. PLoS Biol. 2010;8(11):e1000546. doi: 10.1371/journal.pbio.1000546. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Broderick NA, Raffa KF, Goodman RM, Handelsman J. Census of the bacterial community of the gypsy moth larval midgut by using culturing and culture-independent methods. Appl Environ Microbiol. 2004;70(1):293–300. doi: 10.1128/AEM.70.1.293-300.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Hui X, Wei G-F, Jia S, Huang J, Miao X-X, Zhou Z, Zhao L-P, Huang Y-P. Microbial communities in the larval midgut of laboratory and field populations of cotton bollworm (Helicoverpa armigera) Can J Microbiol. 2006;52(11):1085–1092. doi: 10.1139/w06-064. [DOI] [PubMed] [Google Scholar]
- 50.Yao Zhichao, Wang Ailin, Li Yushan, Cai Zhaohui, Lemaitre Bruno, Zhang Hongyu. The dual oxidase gene BdDuox regulates the intestinal bacterial community homeostasis of Bactrocera dorsalis. The ISME Journal. 2015;10(5):1037–1050. doi: 10.1038/ismej.2015.202. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Ben-Yosef M, Pasternak Z, Jurkevitch E, Yuval B. Symbiotic bacteria enable olive fly larvae to overcome host defences. R Soc Open Sci. 2015;2(7):150170. doi: 10.1098/rsos.150170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Thaochan N., Drew R. A. I., Hughes J. M., Vijaysegaran S., Chinajariyawong A. Alimentary Tract Bacteria Isolated and Identified with API-20E and Molecular Cloning Techniques from Australian Tropical Fruit Flies,Bactrocera cacuminataandB. tryoni. Journal of Insect Science. 2010;10(131):1–16. doi: 10.1673/031.010.13101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Robacker DC, Bartelt RJ. Chemicals attractive to Mexican fruit fly from Klebsiella pneumoniae and Citrobacter freundii cultures sampled by solid-phase micro-extraction. J Chem Ecol. 1997;23(12):2897–2915. doi: 10.1023/A:1022579414233. [DOI] [Google Scholar]
- 54.Lee CJ, Demilo AB, Moreno DS, Martinez AJ. Analysis of the volatile components of a bacterial fermentation that is attractive to the mexican fruit-fly, Anastrepha ludens. J Agric Food Chem. 1995;43(5):1348–1351. doi: 10.1021/jf00053a041. [DOI] [Google Scholar]
- 55.Ben-Yosef M, Jurkevitch E, Yuval B. Effect of bacteria on nutritional status and reproductive success of the Mediterranean fruit fly Ceratitis capitata. Physiol Entomol. 2008;33(2):145–154. doi: 10.1111/j.1365-3032.2008.00617.x. [DOI] [Google Scholar]
- 56.Lloyd A, Drew R, Teakle D, Hayward A. Bacteria associated with some Dacus species (Diptera: Tephritidae) and their host fruit in Queensland. Aust J Biol Sci. 1986;39(4):361–368. doi: 10.1071/BI9860361. [DOI] [Google Scholar]
- 57.Liu L, Martinez-Sañudo I, Mazzon L, Prabhakar C, Girolami V, Deng Y, Dai Y, Li Z. Bacterial communities associated with invasive populations of Bactrocera dorsalis (Diptera: Tephritidae) in China. Bull Entomol Res. 2016;1. [DOI] [PubMed]
- 58.Armougom F, Henry M, Vialettes B, Raccah D, Raoult D. Monitoring bacterial community of human gut microbiota reveals an increase in Lactobacillus in obese patients and methanogens in anorexic patients. PLoS One. 2009;4(9):e7125. doi: 10.1371/journal.pone.0007125. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Taylor SM, He Y, Zhao B, Huang J. Heterotrophic ammonium removal characteristics of an aerobic heterotrophic nitrifying-denitrifying bacterium, Providencia rettgeri YL. J Environ Sci. 2009;21(10):1336–1341. doi: 10.1016/S1001-0742(08)62423-7. [DOI] [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
Pyrosequencing data has been submitted to the GenBank (SRA) database as a file under the accession number SRP126595.