Abstract
Bactrocera melastomatos Drew & Hancock and Bactrocera umbrosa (Fabricius) are fruit flies of the subfamily Dacinae under the family Tephritidae [1]. B. melastomatos occurs in India (Andaman Island), Thailand, Peninsular Malaysia, Singapore, and Indonesia (Sumatra, Kalimantan, Java) [1] while B. umbrosa is distributed from southern Thailand and Malaysia to New Guinea and New Caledonia [2]. The adult male flies of B. melastomatos are attracted to Cue lure while the adult male flies of B. umbrosa are attracted to methyl eugenol [3]. Fruit flies of Bactrocera melastomatos infest Melastomataceae while those of B. umbrosa infest Moraceae. We compare the diversity of microbiota associated with the wild adult males of these two specialist fruit flies infesting different families of host plants. Targeted 16S rRNA gene (V3-V4 region) was sequenced using the Illumina MiSeq platform. Six bacterial phyla (Actinobacteria, Armatimonadetes, Bacteroidetes, Cyanobacteria/Melainabacteria group, Firmicutes, Proteobacteria) were detected at 97% similarity clustering and 0.001% abundance filtering. Four phyla (Actinobacteria, Bacteroidetes, Firmicutes, Proteobacteria) were present in all the specimens studied. Proteobacteria was the predominant phylum in both B. melastomatos and B. umbrosa. Enterobacteriaceae was the predominant family in UM B. melastomatos and B. umbrosa, and Orbaceae was the predominant family in Awana B. melastomatos. Klebsiella was the predominant genus in B. umbrosa, Citrobacter in UM B. melastomatos, and Orbus in Awana B. melastomatos. Double Wolbachia infections were present in UM B. melastomatos. In general, the bacterial diversity and richness varied within and between the samples of B. melastomatos and B. umbrosa.
Keywords: Next generation sequencing, Miseq, Microbiome, 16S rRNA gene, Dacinae
Specifications Table
| Subject | Microbiology: Microbiome |
| Specific subject area | Metagenomics |
| Type of data | Tables Figures Fastq files |
| How the data were acquired | Illumina MiSeq System (2 × 250 bp paired-end reads) |
| Data format | Raw and Analyzed |
| Description of data collection | Wild adult male flies of B. melastomatos were collected by means of Cue lure, while those of B. umbrosa were collected by methyl eugenol. These fruit flies were collected in Peninsular Malaysia – B. melastomatos: 2 specimens from Universiti Malaya (UM) campus and 3 from Awana Genting Resort (Awana); B. umbrosa: 5 specimens from Universiti Malaya campus. Total DNA was extracted from the sample and the 16S rRNA gene amplicon (V3-V4 region) was sequenced by the Illumina MiSeq system. |
| Data source location | Institution: Universiti Malaya City/Town/Region: Kuala Lumpur Country: Malaysia Latitude and longitude (and GPS coordinates, if possible) for collected samples/data: Universiti Malaya (UM) campus (3.1201oN, 101.6544oE) and Awana Genting Resort (Awana) (3.2381oN, 101.4680oE) |
| Data accessibility | Repository name: GenBank Sequence Read Archive [4] Data identification number: Data are available at the NCBI with Bioproject PRJNA528573 Direct URL to data: https://www.ncbi.nlm.nih.gov/Traces/study/?acc=PRJNA528573&o=acc_s%3Aa |
Value of the Data
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The data provide information on the core members and different taxa of the bacterial community associated with B. melastomatos which infests only the fruits of Melastomataceae and B. umbrosa which infests only Artocarpus fruits of Moraceae.
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The data are useful for comparative analysis of abundance and core members of the bacterial community with other specialist as well as generalist fruit flies.
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The data are useful for culture-dependent technique on the microbiota associated with these two species of specialist fruit flies.
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The data are valuable for developing pest management programme in controlling the fruit flies infesting host plants.
1. Data Description
The high throughput sequencing generated a total of 2205662 raw sequence reads. After quality filtering and chimera removal, the samples were obtained with sequences ranging from about 59907 in BU2 to 85783 in BM7. The number of reads varied among the specimens of B. melastomatos (74176–76713 in Awana samples and 61018–85783 in UM samples) and B. umbrosa (59907–81575). The species richness varied considerably within and across the three groups of samples (Fig. 1). The raw datasets for 16S rRNA gene amplicon sequencing generated for this paper have been deposited in the GenBank Sequence Read Archive (accession number PRJNA528573).
Fig. 1.
The richness of bacterial communities in Bactrocera melastomatos (BM3–BM5, Awana Genting Resort; BM6–BM7, Universiti Malaya) and Bactrocera umbrosa samples (BU2–BU6, Universiti Malaya) from Peninsular Malaysia.
The overall bacterial community in the samples of B. melastomatos and B. umbrosa consisted of six phyla, 11 classes, 23 orders, 30 families, 64 genera, and 122 putative species (Table 1; Supplementary Tables S1, S2). Of the six bacterial phyla, four – Actinobacteria, Bacteroidetes, Firmicutes, and Proteobacteria – were represented in all the fruit fly specimens, forming the core members of the bacterial community (Table 1; Supplementary Tables S1–S3). Proteobacteria was the predominant phylum (relative abundance from 78.84 ± 22.71% in B. umbrosa to 90.25 ± 6.99% in Awana B. melastomatos), followed by Bacteroidetes (5.18 ± 0.51% in UM B. melastomatos to 8.54 ± 7.66% in Awana B. melastomatos), Firmicutes (from 0.87 ± 0.74% in Awana B. melastomatos to 17.09 ± 15.60% in B. umbrosa), and Actinobacteria (the least abundant with very low relative abundance, from 0.01 ± 0.01% in UM B. melastomatos to 0.05 ± 0.06% in B. umbrosa) (Supplementary Table S3).
Table 1.
The relative abundance (%) of the bacterial phylum OTUs in the field-caught adult male flies of Bactrocera melastomatos (BM3-BM5, Awana Genting Resort; BM6-BM7, Universiti Malaya) and Bactrocera umbrosa (BU2-BU6, Universiti Malaya) determined by 16S rRNA gene sequencing.
| Phylum | BM3 | BM4 | BM5 | BM6 | BM7 | BU2 | BU3 | BU4 | BU5 | BU6 |
|---|---|---|---|---|---|---|---|---|---|---|
| Actinobacteria | 0.10 | 0.01 | 0.01 | 0.00 | 0.01 | 0.16 | 0.03 | 0.01 | 0.06 | 0.00 |
| Armatimonadetes | 0 | 0.00 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Bacteroidetes | 3.72 | 17.37 | 4.52 | 5.54 | 4.82 | 1.93 | 27.17 | 3.80 | 0.16 | 6.83 |
| Cyanobacteria/ | ||||||||||
| Melainabacteria group | 0.03 | 0.01 | 0.13 | 0 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 |
| Firmicutes | 1.26 | 0.01 | 1.35 | 31.63 | 0.01 | 4.02 | 15.52 | 35.32 | 0.11 | 30.48 |
| Proteobacteria | 94.65 | 82.19 | 93.91 | 62.78 | 94.90 | 93.94 | 57.03 | 60.80 | 99.31 | 62.44 |
| Unassigned | 0.25 | 0.40 | 0.08 | 0.05 | 0.26 | 0.36 | 0.24 | 0.06 | 0.36 | 0.24 |
Of the four core phyla, the respective number of core OTUs were: Proteobacteria – 4 classes, 4 orders, 4 families, 9 genera, 11 species; Bacteroidetes – 2 classes, 2 orders, 2 families, 1 genus, 1 species; Firmicutes – 1 class, 1 order, 1 family, 1 genus, 1 species; Actinobacteria – 1 class (Table 2, Supplementay Table S1). Gammaproteobacteria was the predominant class (mean relative abundance of 80.52 ± 1.06% in Awana B. melastomatos, 59.94 ± 36.28% in UM B. melastomatos and 71.79 ± 21.77% in B. umbrosa). In Awana B. melastomatos, the predominant OTUs were: order Orbales (47.87 ± 41.37%), family Orbaceae (47.87 ± 41.37%), genus Orbus (45.59 ± 39.35%), and species Orbus sasakiae (45.59 ± 39.34%) (Supplementary Tables S1, 3). On the other hand, the predominant OTUs in UM B. melastomatos were: order Enterobacteriales (43.17 ± 59.95%), family Enterobacteriaceae (43.17 ± 59.95%), genus Citrobacter (23.26 ± 32.55%), and species Citrobacter freundii (23.19 ± 32.45%). In B. umbrosa, the predominant OTUs were: order Enterobacteriales (56.03 ± 41.13%), family Enterobacteriaceae (56.03 ± 41.13%), genus Klebsiella (26.53 ± 35.06%), and species Klebsiella oxytoca (25.75 ± 34.75%).
Table 2.
The core bacterial OTUs detected in the samples of Bactrocera melastomatos and Bactrocera umbrosa from Peninsular Malaysia.
| Phylum | Class | Order | Family | Genus | Species |
|---|---|---|---|---|---|
| Actinobacteria | Actinobacteria | ||||
| Bacteroidetes |
Bacteroidia Flavobacteria |
Bacteroidales Flavobacteriales |
Porphyromonadaceae Flavobacteriaceae |
Microbacter | M. margulisiae |
| Firmicutes | Bacilli | Lactobacillales | Enterococcaceae | Enterococcus | E. moraviensis |
| Proteobacteria |
Alphaproteobacteria Betaproteoacteria Deltaproteobacteria Gammaproteobacteria |
Burkholderiales Desulfovibrinales Enterobacteriales Orbales |
Burkholdriaceae Desulfovibrionaceae Enterobacteriaceae Orbaceae |
Burkholderia Desulfovibrio Citrobacter Enterobacter Erwinia Klebsiella Raoultella Siccibacter Orbus |
B. cepacia D. cuneatus C. freundii E. aerogenes E. cloacae K. oxytoca K. pneumoniae K. quasipneumoniae R. planticola S. turicensis O. sasakiae |
| Total 4 | 8 | 7 | 7 | 11 | 13 |
In general, the bacterial OTU diversity varied within and between the samples of B. melastomatos and B. umbrosa (Table 3; Fig. 2, Fig. 3, Fig. 4). The richness also varied within and between the samples. The bacterial community in the UM B. melastomatos samples were more diverse than the Awana B. melastomatos and B. umbrosa samples. On the other hand, the bacterial community in the B. umbrosa samples were more variable. Non-parametric statistical test analysis of similarity (ANOSIM) showed non significant differences in bacterial diversity between the samples (p = 0.30; R = 0.083; number of permutations = 999). Both the Shannon index and Simpson index indicate that the mean bacterial diversity (Awana B. melastomatos sample: H = 1.96±0.22, D = 0.50±0.04; UM B. melastomatos sample: H = 2.75±0.07, D = 0.75±0.03; B. umbrosa sample: H = 2.14±0.30, D = 0.59±0.10) was not significantly different between the samples – ANOVA test: Shannon index F = 1.29, p = 0.33; Simpson index F = 1.33, p = 0.32.
Table 3.
The diversity of bacterial OTUs in the samples of Bactrocera melastomatos (BM) and Bactrocera umbrosa (BU) from Peninsular Malaysia; BM3–BM5, Awana Genting Resort; BM6–BM7, Universiti Malaya; BU2–BU6, Universiti Malaya; PD, phylogenetic diversity.
| Sample | Shannon (H) | Simpson (D) | Goods coverage | Chao1 | Observed OTUs | PD whole tree |
|---|---|---|---|---|---|---|
| BM3 | 2.32 | 0.55 | 1.00 | 450.85 | 365 | 13.05 |
| BM4 | 1.57 | 0.43 | 1.00 | 253.16 | 210 | 7.29 |
| BM5 | 1.99 | 0.51 | 1.00 | 400.02 | 305 | 12.06 |
| BM6 | 2.81 | 0.78 | 1.00 | 291.50 | 262 | 11.37 |
| BM7 | 2.68 | 0.72 | 1.00 | 464.52 | 406 | 10.33 |
| BU2 | 1.93 | 0.50 | 1.00 | 438.02 | 375 | 11.57 |
| BU3 | 2.79 | 0.80 | 1.00 | 520.02 | 419 | 12.89 |
| BU4 | 2.75 | 0.77 | 1.00 | 507.61 | 387 | 13.29 |
| BU5 | 1.14 | 0.26 | 1.00 | 350.11 | 301 | 8.97 |
| BU6 | 2.07 | 0.62 | 1.00 | 355.02 | 299 | 13.15 |
Fig. 2.
The relative abundance (%) of bacterial phyla in samples of wild adult male Bactrocera melastomatos (BM) and Bactrocera umbrosa (BU) from Peninsular Malaysia; BM3–BM5 (Awana Genting Resort), BM6–BM7 (Universiti Malaya), BU2–BU6 (Universiti Malaya).
Fig. 3.
The frequency distribution of 11 core bacterial genera in samples of wild adult male Bactrocera melastomatos (BM) and Bactrocera umbrosa (BU) from Peninsular Malaysia; BM3–BM5 (Awana Genting Resort), BM6–BM7 (Universiti Malaya), BU2–BU6 (Universiti Malaya).
Fig. 4.
The comparison of bacterial genera diversity in samples of wild adult male Bactrocera melastomatos (BM) and Bactrocera umbrosa (BU) from Peninsular Malaysia; BM3–BM5 (Awana Genting Resort), BM6–BM7 (Universiti Malaya), BU2–BU6 (Universiti Malaya).
2. Experimental Design, Materials and Methods
2.1. Materials and Methods
2.1.1. Sample Collection and DNA Extraction
Wild adult male flies of B. melastomatos were collected by means of Cue lure, while those of B. umbrosa were collected by methyl eugenol. These fruit flies were collected in Peninsular Malaysia – B. melastomatos: 2 specimens from Universiti Malaya (UM) campus (3.1201oN, 101.6544oE) and 3 from Awana Genting Resort (Awana) (3.2381oN, 101.4680oE); B. umbrosa: 5 specimens from Universiti Malaya campus. They were preserved immediately in absolute ethanol and stored in deep freezer until used for DNA extraction. These fruit flies are not endangered or protected by law and permits are not required to study them. The entire single insect was used for DNA extraction following the manufacturer's instructions for G-spinTM Total DNA Extraction Mini Kit (iNtRON Biotechnology, Inc, Korea).
2.1.2. Targeted Metagenomics Sequencing
Demultiplexed raw sequences were extracted from the Illumina MiSeq system in FASTQ format and FastQC software was used to evaluate the quality of sequences [5]. The CLC Genomic Workbench v.7.5.1 was used to pair, merge, trim and filter the raw sequences (https://www.qiagenbioinformatics.com/). Ambiguous bases, low quality reads and sequences with read length below 200 bp were discarded. UCHIME was used to identify and remove the potential chimeric sequences [6,7]. UCLUST by open-reference OTU picking approach in Quantitative Insights into Microbial Ecology (Qiime v.1.9.0) was used to cluster the sequence reads into Operational Taxonomic Units (OTUs) at 97% similarity [6,8]. A representative sequence for each OTU was selected for taxonomic assignment with reference to the Greengene 13_8-release database [9] and additionally blasted against the NCBI 16S microbial database to gain additional insight into species level.
2.1.3. Bioinformatics and Statistical Analyses
Alpha and beta diversity analyses, and Principal Coordinate Analysis (PCoA) were performed as earlier described [10,11]. One-way ANOVA with post-hoc Tukey HSD test was used to compare the mean relative abundance of OTUs of different samples. A heatmap with OTU abundance and hierarchical clustering of samples was generated using R version 3.2.4 with Euclidean distances specified [12].
Ethics Statements
These fruit flies are not endangered or protected by law and permits are not required to study them.
CRediT Author Statement
S.-L. Song: Writing, Methodology, Software; H.-S. Yong: Writing – original draft preparation, Supervision, Conceptualization; K.-O. Chua: Writing, Methodology; P.-E. Lim: Writing – review & editing; P. Eamsobhana: Writing – review & editing.
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
The authors declare the following financial interests/personal relationships which may be considered as potential competing interests.
Acknowledgments
We thank our institutions for providing various research facilities and other support.
This work was funded by the Universiti Malaya (H-5620009 to HSY).
Footnotes
Supplementary material associated with this article can be found, in the online version, at doi:10.1016/j.dib.2022.108727.
Contributor Information
Sze-Looi Song, Email: szelooi@um.edu.my.
Kah-Ooi Chua, Email: kahooi@um.edu.my.
Appendix. Supplementary materials
Data Availability
Bioproject PRJNA528573 (Original data) (GenBank Sequence Read Archive).
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Bioproject PRJNA528573 (Original data) (GenBank Sequence Read Archive).




