| Literature DB >> 31821347 |
Muhammad Tayyib Naseem1,2, Muhammad Ashfaq3, Arif Muhammad Khan1,4, Akhtar Rasool1,5, Muhammad Asif1, Paul D N Hebert3.
Abstract
DNA barcoding is highly effective for identifying specimens once a reference sequence library is available for the species assemblage targeted for analysis. Despite the great need for an improved capacity to identify the insect pests of crops, the use of DNA barcoding is constrained by the lack of a well-parameterized reference library. The current study begins to address this limitation by developing a DNA barcode reference library for the pest aphids of Pakistan. It also examines the affinities of these species with conspecific populations from other geographic regions based on both conventional taxonomy and Barcode Index Numbers (BINs). A total of 809 aphids were collected from a range of plant species at sites across Pakistan. Morphological study and DNA barcoding allowed 774 specimens to be identified to one of 42 species while the others were placed to a genus or subfamily. Sequences obtained from these specimens were assigned to 52 BINs whose monophyly were supported by neighbor-joining (NJ) clustering and Bayesian inference. The 42 species were assigned to 41 BINs with 38 showing BIN concordance. These species were represented on BOLD by 7,870 records from 69 countries. Combining these records with those from Pakistan produced 60 BINs with 12 species showing a BIN split and three a BIN merger. Geo-distance correlations showed that intraspecific divergence values for 49% of the species were not affected by the distance between populations. Forty four of the 52 BINs from Pakistan had counterparts in 73 countries across six continents, documenting the broad distributions of pest aphids.Entities:
Year: 2019 PMID: 31821347 PMCID: PMC6903727 DOI: 10.1371/journal.pone.0220426
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Collection sites for aphids in Pakistan.
The map was generated by www.simplemappr.net using GPS coordinates.
Sequence divergence (K2P) in the COI barcode region for aphid species from Pakistan with more than three specimens, genera with three or more species, and families with three or more genera.
This analysis only considers specimens that were assigned to a Linnaean species.
| Distance class | n | Taxa | Comparisons | Min (%) | Mean (%) | Max (%) |
|---|---|---|---|---|---|---|
| Within Species | 764 | 36 | 30756 | 0 | 0.1 | 3.6 |
| Within Genus | 434 | 6 | 32305 | 0.8 | 7.4 | 10.3 |
| Within Family | 770 | 1 | 233004 | 3.7 | 9.6 | 17.3 |
Fig 2Barcode gap analysis for species of aphids with three or more specimens collected in Pakistan. NN = nearest neighbor.
Fig 3NJ analysis of COI-5′ sequences from species/BINs of aphids from Pakistan.
Bootstrap values (%) (1,000 replicates) are shown above the branches (values <50% are not shown) while the scale bar shows K2P distances. The node for each species/BIN with multiple specimens was collapsed to a vertical line or triangle, with the horizontal depth indicating the level of intraspecific divergence. BIN numbers are shown for species with only family- or genus-level identification or those split into two BINs.
Fig 4Phylogenetic analysis of aphid species/BINs from Pakistan based on COI-5ʹ sequences.
The tree was estimated using Bayesian inference. Posterior probabilities are indicated at nodes. The analysis was based on representative sequences from 67 aphid haplotypes in the dataset that were extracted using DnaSP v5.10 (Librado and Rozas 2009). Taxa are followed by the BINs and haplotype numbers. Diaphorina citri (BOLD:AAT8865) was employed as outgroup.
Geographic (km) and genetic (K2P) distance correlation analysis for 42 aphid species from Pakistan combined with conspecifics from 69 other countries.
| Species | Record Count | BINs | Linear Regression R2 | Gen Dist Max | Geo Dist Max | Mantel R2 | Mantel |
|---|---|---|---|---|---|---|---|
| 54 | 2 | 0.13 | 4.8 | 18675 | 0.13 | 0.01 | |
| 205 | 1 | 0.01 | 1.7 | 19312 | 0.01 | 0.05 | |
| 8 | 1 | 0.18 | 0.2 | 356 | 0.18 | 0.04 | |
| 37 | 1 | 0.71 | 0.8 | 10789 | 0.71 | 0.01 | |
| 420 | 1 | 0.09 | 1.4 | 19417 | 0.00 | 0.01 | |
| 426 | 1 | 0.01 | 2.5 | 19456 | 0.01 | 0.01 | |
| 362 | 1 | 0.00 | 3.9 | 19369 | 0.00 | 0.8 | |
| 38 | 1 | 0.48 | 1.6 | 11656 | 0.48 | 0.01 | |
| 99 | 1 | 0.02 | 1.2 | 19110 | 0.02 | 0.01 | |
| 277 | 2 | 0.00 | 3.1 | 19355 | 0.00 | 0.2 | |
| 118 | 1 | 0.13 | 2.0 | 19291 | 0.13 | 0.01 | |
| 5 | 2 | 0.48 | 4.4 | 5967 | 0.48 | 0.23 | |
| 54 | 1 | 0.17 | 0.9 | 11929 | 0.17 | 0.01 | |
| 108 | 4 | 0.01 | 3.1 | 19426 | 0.01 | 0.01 | |
| 166 | 2 | 0.02 | 6.3 | 19178 | 0.02 | 0.04 | |
| 11 | 1 | 0.52 | 0.8 | 10908 | 0.52 | 0.01 | |
| 13 | 1 | 0.40 | 1.4 | 685 | 0.40 | 0.01 | |
| 151 | 3 | 0.06 | 6.6 | 16867 | 0.06 | 0.01 | |
| 87 | 1 | 0.05 | 0.3 | 19474 | 0.05 | 0.02 | |
| 53 | 1 | 0.04 | 1.9 | 15843 | 0.04 | 0.01 | |
| 91 | 2 | 0.12 | 3.6 | 18212 | 0.13 | 0.01 | |
| 5 | 1 | 0.01 | 0.2 | 15935 | 0.01 | 0.43 | |
| 198 | 1 | 0.14 | 1.6 | 19482 | 0.14 | 0.01 | |
| 80 | 1 | 0.00 | 1.2 | 19379 | 0.00 | 0.14 | |
| 7 | 1 | 0.16 | 0.2 | 6092 | 0.16 | 0.35 | |
| 225 | 1 | 0.02 | 1.9 | 18400 | 0.02 | 0.01 | |
| 322 | 1 | 0.00 | 2.2 | 19234 | 0.00 | 0.68 | |
| 70 | 2 | 0.04 | 6.8 | 11961 | 0.04 | 0.09 | |
| 33 | 1 | 0.00 | 0.2 | 11002 | 0.00 | 0.92 | |
| 7 | 1 | 0.08 | 0.2 | 12350 | 0.08 | 0.1 | |
| 63 | 1 | 0.00 | 2.0 | 18405 | 0.00 | 0.40 | |
| 1189 | 2 | 0.30 | 5.0 | 19841 | 0.29 | 0.01 | |
| 18 | 1 | 0.03 | 0.2 | 15787 | 0.03 | 0.99 | |
| 314 | 1 | 0.02 | 4.6 | 18405 | 0.00 | 0.01 | |
| 41 | 2 | 0.16 | 8.6 | 16534 | 0.16 | 0.01 | |
| 470 | 2 | 0.00 | 13.0 | 18823 | 0.00 | 0.33 | |
| 45 | 2 | 0.11 | 2.3 | 19003 | 0.11 | 0.03 | |
| 5 | 1 | N/A | N/A | N/A | N/A | N/A | |
| 8 | 1 | N/A | N/A | N/A | N/A | N/A | |
| 8 | 1 | N/A | N/A | N/A | N/A | N/A | |
| 10 | 1 | N/A | N/A | N/A | N/A | N/A | |
| 5 | 1 | N/A | N/A | N/A | N/A | N/A |
N/A: Data for the correlation analysis was missing.
Occurrence of 52 pest aphid BINs across six continents and their association with Linnaean species on the Barcode of Life Data System (BOLD).
| BIN | Countries | Continents | (Number) and names of the associated species |
|---|---|---|---|
| AAA3070 | 44 | 6 | (35) |
| AAA3759 | 15 | 6 | (1) |
| AAA4183 | 29 | 6 | (1) |
| AAA5565 | 31 | 6 | (9) |
| AAA6213 | 19 | 6 | (13) |
| AAA7683 | 22 | 6 | (1) |
| AAA9899 | 16 | 4 | (1) |
| AAB1787 | 19 | 6 | (1) |
| AAB2572 | 16 | 5 | (2) |
| AAB4239 | 20 | 4 | (3) |
| AAB4894 | 17 | 5 | (1) |
| AAB6874 | 10 | 5 | (6) |
| AAB7937 | 30 | 6 | (8) |
| AAB8566 | 20 | 5 | (2) |
| AAB9726 | 14 | 6 | |
| AAC1165 | 13 | 5 | |
| AAC1372 | 22 | 6 | (1) |
| AAC1374 | 8 | 3 | (5) |
| AAD0145 | 18 | 6 | (1) |
| AAD0902 | 4 | 3 | (1) |
| AAD4538 | 12 | 6 | (1) |
| AAD9153 | 11 | 6 | (2) |
| AAE2497 | 13 | 5 | (1) |
| AAG3896 | 14 | 5 | (1) |
| AAG6658 | 6 | 3 | (1) |
| AAH2863 | 4 | 3 | (1) |
| AAI0406 | 13 | 5 | (1) |
| AAI4332 | 3 | 2 | (NA) Identified to genus– |
| AAI7650 | 2 | 1 | (1 |
| AAK5331 | 3 | 2 | (1) |
| AAK7235 | 22 | 5 | (2) |
| AAM0964 | 7 | 4 | (2) |
| AAN2425 | 5 | 4 | (1) |
| AAN4898 | 2 | 2 | (1) |
| AAO7083 | 6 | 3 | (1) |
| AAP9276 | 5 | 3 | (NA) Identified to genus– |
| AAX9332 | 4 | 3 | (1) |
| AAY6004 | 4 | 2 | (1) |
| ACD8115 | 2 | 1 | (1) |
| ACF2924 | 11 | 6 | (1) |
| ACI9922 | 5 | 3 | (NA) Identified to genus– |
| ACO4203 | 4 | 2 | (1) |
| ACO5373 | 2 | 1 | (1) |
| ACS1400 | 2 | 1 | (1) |
| ABY0239 | 1 | 1 | (NA) Identified to genus– |
| ACP3887 | 1 | 1 | (NA) Identified to genus– |
| ACS1208 | 1 | 1 | (NA) Identified to genus– |
| ACS1445 | 1 | 1 | (1) |
| ACS2175 | 1 | 1 | (NA) Identified to subfamily– |
| ACT3010 | 1 | 1 | (NA) Identified to subfamily– |
| ACV1458 | 1 | 1 | (1) |
| ACV6041 | 1 | 1 | (NA) Identified to genus– |