Cite

The term DNA-barcoding has multiple definitions. The earliest mention of barcoding in nematology was in 1998 by Dr Mark Blaxter, then of Edinburgh University, referring to the “(d)evelopment of a molecular barcode system for soil nematode identification” in the first volume of the Natural Environment Research Council Soil Biodiversity Newsletter (http://soilbio.nerc.ac.uk/newsletters.htm). The barcode he was referring to was the 18S nuclear (small subunit) ribosomal gene. Other gene regions proposed for DNA-barcoding soon followed, creating a broader definition that generally applied to the use of DNA sequences for species identification (Floyd et al., 2002; Blaxter, 2004; Powers, 2004). In 2003 a widely cited paper by Hebert et al. (2003) proposed a standardization of the barcode definition linked to the amplification of a 658 bp gene region within the cytochrome oxidase subunit 1 mitochondrial gene. The goal of this conceptual paper was the development of a global bioidentification system for animals. Considerable controversy immediately followed this publication with criticism ranging from theoretical concerns about the use of a single gene, the ability of an organelle gene to track species boundaries, and barcoding’s impact on the process of taxonomic investigation (DeSalle et al., 2005; Will et al., 2005). Practical concerns were expressed about lack of amplification with some groups, the designation of types, taxonomic resolution, and economic cost at the expense of traditional taxonomic approaches (Meyer and Paulay, 2005; Rubinoff et al., 2006; McFadden et al., 2011). Now, 15 years later, DNA-barcoding has become a component within the broader scope of integrated taxonomy and a routine tool for identification (Hodgetts et al., 2016; Janssen et al., 2016). As a diagnostic and discovery enterprise, DNA barcoding has generated thousands of publications, features biennial international conferences, has a dedicated database – BOLD, the Barcode of Life Database – and has multiple administrative structures such as the International Barcode of Life (IBOLD) and its affiliates (www.boldsystems.org/index.php/default).

Nematology was slow to adopt this formalized version of barcoding, perhaps due to poor amplification with the original “Folmer” primer sets (Folmer et al., 1994). Now multiple primer sets for amplification of nematode cytochrome oxidase c subunit 1 (COI) are available (Derycke et al., 2005, 2010; Prosser et al., 2013; Kiewnick et al., 2014; Powers et al., 2014; Janssen et al., 2016). These primer sets typically have limited taxonomic scope with amplifications specific for genera or in some cases extending across families and superfamilies (Powers et al., 2014). The objective of this study is to present a primer set used for the amplification of 721 to 724 bp of COI sequence from Meloidogyne. A maximum likelihood (ML) tree is provided to illustrate the ability of this gene region to discriminate among many described Meloidogyne species. The primers also function as a means to amplify DNA from juvenile stages in community analyses, possibly leading to new species discoveries. Contributions to a COI reference library should aid future taxonomic and ecological research in the genus.

Materials and Methods
Nematode collection

Most of the specimens DNA barcoded in this study were either specimens submitted to the UNL Nematology Diagnostics Clinic, specimens contributed by colleagues, or specimens collected during grant funded surveys (NSF projects DEB-1145440; USDA Multistate Project W3186).

Primer sequences

The primer set for amplification of the COI gene region were:

COI-F5-Mel – 5′-TGATTGATTTAGGTTCTGGAACTKSWTGAAC-3′

COI-R9-Mel – 5′-CATAATGAAAATGGGCAACAACATAATAAGTATC-3′

After removal of the primer sequences, amplification products from the Meloidogyne specimens were either 721 or 724 bp. GenBank sequences used in this study generally were 100 to 300 nucleotides shorter than sequences generated with the new primer set.

Amplification conditions

Nematodes amplified at the UNL Nematology Laboratory were individually smashed in 18 ul of sterile H20 with a transparent microfuge micropipette tip on a coverslip and added to a 0.5 ml microfuge tube. Nematode lysate was either amplified immediately or stored at −20°C. Amplification conditions were as follows: denaturation at 94°C for 5 min, followed by 45 cycles of denaturation at 94°C for 30 sec, annealing at 48.0°C for 30 sec, and extension at 72°C for 90 sec with a 0.5° per second ramp rate to 72°C. A final extension was performed at 72 °C for 5 min as described by Powers et al. (2014) and Olson et al. (2017). Polymerase chain reaction (PCR) products were separated and visualized on 1% agarose using 0.5XTBE and stained with ethidium bromide. PCR products of sufficiently high quality were cleaned and sent for sequencing of both strands by University of California–Davis DNA sequencing facility.

Data storage

Nucleotide sequences have been submitted to GenBank (accession numbers MH128384–MH128585) and the Barcode of Life Database (BOLD).

Phylogenetic analysis

Phylogenetic trees were constructed under ML and Neighbor Joining (NJ) criteria in MEGA version 6. Sequences were edited using CodonCode Aligner version 7.1 (www.codoncode.com/) and aligned using Muscle within MEGA version 6 (Tamura et al., 2013). Gap opening penalty was set at –400 with a gap extension penalty of –200. The General Time Reversible Model with Gamma distributed rates (GTR+G) was determined to be the best substitution model by Bayesian Information Criterion using the Best Fit Substitution Model tool in MEGA 6.0. ML trees used a use all sites option for gaps and 200 bootstrap replications to assess clade support.

Results

Figure 1 displays a ML tree of 322 Meloidogyne sequences including 117 sequences from GenBank and 205 sequences from the University of Nebraska–Lincoln Nematology Laboratory. ML partitions these sequences into 19 groups with bootstrap support values from 93 to 100 (Tables 1, 2, Fig. 1). Three unique GenBank sequences represent Meloidogyne haplanaria Eisenback et al., 2004, Meloidogyne duytsi Karssen et al., 1998, and Meloidogyne artiellia Franklin, 1961 as distinct from other sequences in the dataset, but without additional supporting sequences.

COI sequence collection data for groups 2 to 19.

NID Group Species Locality Host/habitat GenBank accession #
P203060 3 Meloidogyne enterolobii Florida Ornamentals-Nursery MH128522
P179069 3 M. enterolobii Florida Ornamentals-Nursery MH128519
P179070 3 M. enterolobii Florida Ornamentals-Nursery MH128520
P196090 3 M. enterolobii Florida Ornamentals-Nursery MH128521
P210013 3 M. enterolobii Florida Ornamentals-Nursery MH128523
P210014 3 M. enterolobii Florida Ornamentals-Nursery MH128524
P210071 3 M. enterolobii Florida Ornamentals-ursery MH128529
P210059 3 M. enterolobii Florida Ornamentals-Nursery MH128527
P210057 3 M. enterolobii Florida Ornamentals-Nursery MH128525
P210058 3 M. enterolobii Florida Ornamentals-Nursery MH128526
P210072 3 M. enterolobii Florida Ornamentals-Nursery MH128530
P210065 3 M. enterolobii Florida Ornamentals-Nursery MH128528
N4314 4 Meloidogyne sp. Lance Rosier Unit, BITHa Loblolly pine MH128531
N4321 4 Meloidogyne sp. Lance Rosier Unit, BITHa Loblolly pine MH128532
N4379 5 Meloidogyne sp. Cove Mtn. Trail, GRSMb Chestnut MH128537
N4388 5 Meloidogyne sp. Cove Mtn. Trail, GRSMb Chestnut MH128538
N2110 5 Meloidogyne sp. GWMPc Fort Marcy earthworks MH128533
N3952 5 Meloidogyne sp. Turkey Creek, BITHa Baygall community MH128534
N4285 5 Meloidogyne sp. Canyonlands South, BITHa Magnolia MH128535
N4291 5 Meloidogyne sp. Canyonlands South, BITHa Magnolia MH128536
P214008 6 Meloidogyne partityla Dona Ana County, New Mexico Pecan MH128540
P214010 6 M. partityla Dona Ana County, New Mexico Pecan MH128542
P214009 6 M. partityla Dona Ana County, New Mexico Pecan MH128541
N2338 6 M. partityla Neches Bottoms Unit, BITHa Sandbar MH128539
P121054 7 Meloidogyne hapla Gasconade County, Missouri Peony MH128568
P200031 7 M. hapla Cass County, Nebraska Nursery MH128577
N163 7 M. hapla Nebraska Wheat MH128543
P200018 7 M. hapla Daggett County, Utah Grass pasture MH128575
P200019 7 M. hapla Daggett County, Utah Grass pasture MH128576
P178064 7 M. hapla Oregon Potato MH128570
P200032 7 M. hapla Colfax County, Nebraska Nursery MH128578
N1376 7 M. hapla Fremont County, Wyoming Red bean MH128558
N1377 7 M. hapla Fremont County, Wyoming Red bean MH128559
P179068 7 M. hapla New York GH MH128572
P178063 7 M. hapla Oregon Potato MH128569
P222083 7 M. hapla Portales, New Mexico GH culture MH128579
P222084 7 M. hapla Portales, New Mexico GH culture MH128580
N1448 7 M. hapla GWMPc Waterfowl sanctuary MH128560
N857 7 M. hapla Goshen County, Wyoming Potato MH128554
N859 7 M. hapla Goshen County, Wyoming Potato MH128555
N860 7 M. hapla Goshen County, Wyoming Potato MH128556
N861 7 M. hapla Goshen County, Wyoming Potato MH128557
P200001 7 M. hapla Hot Springs County, Wyoming Alfalfa MH128573
P200002 7 M. hapla Hot Springs County, Wyoming Alfalfa MH128574
N4124 7 M. hapla Wyoming MH128561
N318 7 M. hapla Idaho Potato MH128544
N497 7 M. hapla California MH128551
N489 7 M. hapla California MH128550
N498 7 M. hapla California MH128552
P179054 7 M. hapla Rhode Island GH culture MH128571
N320 7 M. hapla Idaho Potato MH128545
N358 7 M. hapla Idaho Potato MH128546
N359 7 M. hapla Idaho Potato MH128547
N421 7 M. hapla Carbon County, Montana Alfalfa MH128548
N422 7 M. hapla Carbon County, Montana Alfalfa MH128549
N856 7 M. hapla Goshen County, Wyoming Potato MH128553
N7097 7 M. hapla Nebraska Alfalfa MH128562
N7098 7 M. hapla Nebraska Alfalfa MH128563
N7100 7 M. hapla Nebraska Alfalfa MH128565
N7099 7 M. hapla Nebraska Alfalfa MH128564
N8595 7 M. hapla Chalti, Nepal Pine forest MH128566
N8612 7 M. hapla Chalti, Nepal Pine forest MH128567
N4222 9 Meloidogyne sp. Canyonlands South, BITHa Beech MH128581
N4229 9 Meloidogyne sp. Canyonlands South, BITHa Beech MH128582
N8431 9 Meloidogyne sp. Canyonlands South, BITHa Beech MH128584
N8433 9 Meloidogyne sp. Canyonlands South, BITHa Beech MH128585
N8283 9 Meloidogyne sp. Mt. St. Hilaire, Quebec, Canada Hardwood forest MH128583
N4431 10 Meloidogyne sp. Cove Mtn. Trail, GRSMb Chestnut MH128463
N4496 10 Meloidogyne sp. Cove Mtn. Trail, GRSMb Chestnut MH128464
N4497 11 Meloidogyne sp. Cove Mtn. Trail, GRSMb Chestnut MH128465
N8084 12 Meloidogyne sp. Purchase Knob, GRSMb Chestnut MH128468
N8121 12 Meloidogyne sp. Cataloochee, GRSMb Oak MH128470
N8058 12 Meloidogyne sp. Cataloochee, GRSMb Chestnut MH128467
N8012 12 Meloidogyne sp. Cataloochee, GRSMb Chestnut MH128466
N8111 12 Meloidogyne sp. Cataloochee, GRSMb Oak MH128469
N1479 13 Meloidogyne sp. Roy E. Larsen Sandylands, BITHa Baygall community MH128471
N3969 13 Meloidogyne sp. Turkey Creek, BITHa Baygall community MH128472
P129052 14 Meloidogyne oryzae Costa Rica Rice MH128473
P129054 14 M. oryzae Costa Rica Rice MH128474
P169011 14 Meloidogyne graminicola Florida Purple nutsedge MH128475
N214 15 Meloidogyne exigua Nicaragua Coffee MH128477
N215 15 M. exigua Nicaragua Coffee MH128478
N213 15 M. exigua Nicaragua Coffee MH128476
P199069 16 Meloidogyne naasi Sanpete County, Utah Grass MH128480
P199071 16 M. naasi Sanpete County, Utah Grass MH128481
P199072 16 M. naasi Sanpete County, Utah Grass MH128482
N326 16 M. naasi Idaho Potato MH128479
P192084 17 Meloidogyne fallax Scotland Genomic DNA MH128507
P119032 17 Meloidogyne chitwoodi New Mexico Culture MH128488
P115026 17 M. chitwoodi Fort Garland, Colorado Soil sample MH128487
P122010 17 M. chitwoodi Colorado Soil sample MH128489
P122047 17 M. chitwoodi Colorado Soil sample MH128490
P124056 17 M. chitwoodi Commercial Potato MH128491
P124057 17 M. chitwoodi Commercial Potato MH128492
P124059 17 M. chitwoodi Commercial Potato MH128493
N7145 17 M. chitwoodi Elko County, Nevada Potato MH128483
N7147 17 M. chitwoodi Elko County, Nevada Potato MH128484
N7148 17 M. chitwoodi Elko County, Nevada Potato MH128485
N7149 17 M. chitwoodi Elko County, Nevada Potato MH128486
P173100 17 M. chitwoodi Commercial Potato MH128494
P174001 17 M. chitwoodi Commercial Potato MH128495
P175068 17 M. chitwoodi Idaho Potato MH128496
P175069 17 M. chitwoodi Idaho Potato MH128497
P175070 17 M. chitwoodi Idaho Potato MH128498
P175071 17 M. chitwoodi Idaho Potato MH128499
P177092 17 M. chitwoodi Texas Potato MH128500
P177094 17 M. chitwoodi Texas Potato MH128501
P177098 17 M. chitwoodi Texas Potato MH128502
P192011 17 M. chitwoodi Commercial Potato MH128504
P192012 17 M. chitwoodi Commercial Potato MH128505
P192013 17 M. chitwoodi Commercial Potato MH128506
P211088 17 M. chitwoodi Oregon Potato MH128508
P211089 17 M. chitwoodi Oregon Potato MH128509
P212013 17 M. chitwoodi California Potato MH128510
P212014 17 M. chitwoodi California Potato MH128511
P212015 17 M. chitwoodi California Potato MH128512
P212016 17 M. chitwoodi California Potato MH128513
P213039 17 M. chitwoodi Washington Potato MH128514
P213040 17 M. chitwoodi Washington Potato MH128515
P221087 17 M. chitwoodi New Mexico Potato MH128518
P215032 17 M. chitwoodi Washington Potato MH128517
P178028 17 M. chitwoodi Commercial Potato MH128503
P215031 17 M. chitwoodi Washington Potato MH128516

aBITH=Big Thicket National Preserve, Texas.

bGRSM=Great Smoky Mountains National Park, Tennessee and North Carolina.

cGWMP=George Washington Memorial Parkway, Virginia.

COI sequences included in group 1.

NID Species Locality Host/Habitat GenBank accession #
N137 M. konaensis Hawaii Pineapples MH128384
N138 M. konaensis Hawaii Pineapples MH128385
N7067 Meloidogyne sp. Charleston, Missouri Soybean MH128414
N7066 Meloidogyne sp. Charleston, Missouri Soybean MH128413
N7065 Meloidogyne sp. Charleston, Missouri Soybean MH128412
N5777 Meloidogyne sp. Nebraska Conservatory MH128410
N5775 Meloidogyne sp. Nebraska Conservatory MH128409
N5771 Meloidogyne sp. Nebraska Phoenix dactylifera MH128408
N3836 Meloidogyne sp. Nebraska Banana MH128407
N2668 Meloidogyne sp. Sonora, Mexico Grapevine MH128406
N2667 Meloidogyne sp. Sonora, Mexico Grapevine MH128405
N2666 Meloidogyne sp. Sonora, Mexico Grapevine MH128404
N2665 Meloidogyne sp. Sonora, Mexico Grapevine MH128403
N2664 Meloidogyne sp. Sonora, Mexico Grapevine MH128402
N2663 Meloidogyne sp. Sonora, Mexico Grapevine MH128401
N2662 Meloidogyne sp. Sonora, Mexico Grapevine MH128400
N2661 Meloidogyne sp. Sonora, Mexico Grapevine MH128399
N2659 Meloidogyne sp. Florida Peanuts MH128397
N7068 Meloidogyne sp. Clarkton, Missouri Soybean MH128415
N7069 Meloidogyne sp. Clarkton, Missouri Soybean MH128416
N7070 Meloidogyne sp. Clarkton, Missouri Soybean MH128417
N7072 Meloidogyne sp. Clarkton, Missouri Soybean MH128418
N7073 Meloidogyne sp. Clarkton, Missouri Soybean MH128419
N7075 Meloidogyne sp. Clarkton, Missouri Soybean MH128420
N8309 Meloidogyne sp. Charleston, Missouri Soybean MH128421
P118094 Meloidogyne incognita Missouri Potato MH128424
P120058 M. incognita Arizona Culture MH128425
P120059 M. incognita Arizona Culture MH128426
P121032 M. incognita Mississippi Potato MH128427
P121058 M. incognita Gasconade County, Missouri Daylily MH128428
P121060 M. incognita Moniteau County, Missouri Daylily MH128429
P156046 Meloidogyne floridensis Florida GH culture MH128430
P156048 M. floridensis Florida GH culture MH128431
P158036 Meloidogyne arenaria Alachua County, Florida MH128432
P158037 M. arenaria Alachua County, Florida MH128433
P160024 Meloidogyne sp. Alachua County, Florida MH128434
P160025 Meloidogyne sp. Alachua County, Florida MH128435
P160075 M. arenaria Alachua County, Florida MH128437
P167014 Meloidogyne javanica MH128438
P167019 M. arenaria MH128439
P167020 M. arenaria MH128440
P167021 M. arenaria MH128441
P176014 Meloidogyne sp. Missouri Culture MH128443
P178075 M. arenaria Texas Potato MH128444
P195088 M. javanica MH128445
P195089 M. javanica MH128446
P196023 M. javanica MH128447
P196024 M. javanica MH128448
P196025 M. javanica MH128449
P202009 Meloidogyne sp. Israel Culture MH128450
P229051 Meloidogyne sp. Florida Culture MH128451
P229053 Meloidogyne sp. Florida Culture MH128452
P229056 Meloidogyne sp. Florida Culture MH128453
P233011 Meloidogyne sp. Coffee MH128457
P233014 Meloidogyne sp. Coffee MH128458
P234004 Meloidogyne sp. Morocco MH128459
P234005 Meloidogyne sp. Morocco MH128460
P234006 Meloidogyne sp. Morocco MH128461
P234007 Meloidogyne sp. Morocco MH128462
P73085 Meloidogyne incognita Bonita, Arizona Pinto beans MH128422
P73088 M. incognita Bonita, Arizona Pinto beans MH128423
N5796 Meloidogyne sp. Ash Meadows NWR, Nevada MH128411
P230069 Meloidogyne incognita grahami West Virginia Culture MH128454
P230095 M. incognita grahami West Virginia Culture MH128456
P230070 M. incognita grahami West Virginia Culture MH128455
N2660 Meloidogyne sp. Florida Peanut MH128398
P167027 M. arenaria MH128442
N329 Meloidogyne sp. North Dakota Potato MH128386
N330 Meloidogyne sp. North Dakota Potato MH128387
N331 Meloidogyne sp. North Dakota Potato MH128388
N332 Meloidogyne sp. North Dakota Potato MH128389
N333 Meloidogyne sp. North Dakota Potato MH128390
N334 Meloidogyne sp. North Dakota Potato MH128391
N335 Meloidogyne sp. North Dakota Potato MH128392
N336 Meloidogyne sp. North Dakota Potato MH128393
N337 Meloidogyne sp. North Dakota Potato MH128394
N348 Meloidogyne sp. North Dakota Potato MH128395
N351 Meloidogyne sp. North Dakota Potato MH128396
P160071 M. arenaria Alachua, Florida Culture MH128436

Groups 1 to 3 form a clade characterized by the loss of a single amino acid (3 bp) resulting in a 721 bp sequenced region. This shared deletion unites M. haplanaria, and M. enterolobii Yang & Eisenback, 1983 with the so-called “major” tropical apomictic species of Meloidogyne (Elling, 2013). Included in this group are sequences representing M. arenaria (Neal, 1889) Chitwood, 1949, M. incognita (Kofoid & White, 1919) Chitwood, 1949, M. javanica (Treub, 1885) Chitwood, 1949, as well as M. hispanica Hirschmann, 1986, M. floridensis Handoo et al., 2004, M. konaensis Eisenback, Bernard & Schnitt, 1995, M. luci Carneiro et al., 2014, and M. inornata Lordello, 1956 (Table 2). The same amino acid deletion is also found in unnamed group 12. Within group 1, the COI sequences are nearly identical with a few notable exceptions. Four substitutions are shared by three specimens identified as M. konaensis, including GenBank accession KU372176, identified as Meloidogyne sp. 2 TJ-2016 T316 on Beta vulgaris from Spain in Janssen et al. (2016). Two substitutions are shared by specimens identified as M. incognita grahami, originally described as M. grahami Golden & Slana, 1978, and considered distinct from M. incognita based on reproduction on NC-95 tobacco, a cultivar with resistance to M. incognita, plus a greater juvenile length and a distinctive perineal pattern (Golden and Slana, 1978).

Outside of clades 1-3 there are 11 other described species represented by a minimum of a single COI sequence. Meloidogyne hapla Chitwood, 1949 is represented by specimens from 10 U.S. states and two specimens from Nepal. There are multiple haplotypes within M. hapla and possibly some population substructure within the species. Group 17 identified as M. chitwoodi Golden, O’Bannon, Santo & Finley, 1980 and M. fallax Karssen, 1996 is virtually homogeneous except for a 5-bp difference between the two species. Within group 6, identified as M. partityla Kleynhans, 1986 one specimen collected from Big Thicket National Preserve, Texas comes from a native lowland plant community, compared with other specimens from New Mexico collected from commercial pecan (Carya illinoinensis (Wangenh.) K. Koch) production.

There are seven groups labeled as unnamed, all with sequence derived from j2 stage specimens except for N4431 and N4496 which were males collected from native chestnut (Castanea dentata (Marshall) Borkh.) in Great Smoky Mountains National Park (GRSM), North Carolina. All specimens in the unnamed groups 4, 5, 9 to 13 were isolated from soil samples within Gulf Coast or Eastern North American forests. Groups 9 and 12 were associated with American beech, (Fagus grandifolia Ehrh.) and chestnut or oak, respectively. Measurements of the unidentified juveniles are presented in Table 3, and Fig. 2 illustrates juveniles from three of the unnamed groups.

Measurements of j2 Meloidogyne specimens from unnamed COI haplotype groups and reference species.

Haplotype group/species N Length Tail length Stylet length a b c
Unnamed 4 2 441 (430–452) 42 17 24.3 (22.7–25.9) 3.8 (3.7–3.9) 10.5 (10.3–10.8)
Unnamed 5 5 431 (406–460) 47 (40–53) 14 (13–15 25.4 914.4–30.8) 3.9 (3.0–4.8) 9.3 (8.0–10.1)
Unnamed 9 5 393 (380–405) 40 (38–44) 15 (15–16) 26.0 (25.5–26.7) 4.0 (3.3–4.4) 9.7 (9.2–10.1)
Unnamed 11 (Singleton A) 1 384 42 15 27.5 3.5 9.1
Unnamed 12 5 353 (339–379) 41 (38–43) 15 (14–15) 22.7 (21.2–25.0) 3.5 (3.3–4.0) 8.6 (8.0–8.9)
Unnamed 13 2 490 (439–541) 59 (57–62) 14 30.7 (30.4–31) 3.9 (3.8–4.0) 8.2 (7.7–8.6)
Meloidogyne ovalis 10 370 (350–430) 22 (21–24) 8 (8–9)
Meloidogyne pini 30 434 (376–493) 44 (37–53) 12.8 (11.4–14.1) 25.7 (21.8–29.1) 9.8 (7.5–11.8)
Meloidogyne camelliae 70 501 (443–576) 47 (40–56) 11.6 (11.2–12) 26 (21–30) 3.1 10.7 (9.5–12
Meloidogyne querciana 70 467 (411–541) 46 (39–52) 11.1 (10.2–11.6) 30 (23–39) 2.6 10 (7–13)
Meloidogyne megatyla 23 416 (392–457) 39.7 (31.6–45.1) 14.6 (13.8–16.6) 26 (22–29) 7.1 (6.7–7.8) 10.5 (9.5–13.5)

Fig. 1

Maximum likelihood tree of 322 Meloidogyne COI sequences created in MEGA 6.06 using GTR+G substitution model, with 200 bootstraps and a gap treatment of use all sites. Support values that designate clades and haplotype groups are circled. Clades that correspond to named and unnamed species or haplotype groups are numbered. Clades that include specimens with a single amino acid deletion are denoted by (Δ721 bp). Group 1 has been reduced to a box of species names. Sequences within Group 1 are presented in Table 2. A list of GenBank accession numbers for specimens included in Group 1 are found in supplementary Table 1.

Fig. 2

Selected Meloidogyne juveniles from unnamed groups. A, Entire body of NID 8084 in Group 12, from chestnut in Great Smoky Mountains National Park (GRSM); B, Anterior region of NID 8012 in Group 12 from chestnut in GRSM; C, Anterior region of NID 8283 from Group 9 from Mt. St. Hilaire, Quebec; D, Anterior region of NID 4379 in Group 5 from chestnut in GRSM.

Discussion

The COI gene region used as a diagnostic marker in this study appears to discriminate many of the described species of Meloidogyne. It does not separate the apomictic “major species” and their close relatives, except possibly M. konaensis and M. incognita grahami. Other mitochondrial genes such as NAD 5 may help resolve some of those species boundaries (Janssen et al., 2016). Aside from an inability to discriminate among the tropical clade 1 species, there are advantages to using COI as a DNA barcode. As a protein coding gene, nucleotide alignment is easier compared with non-protein coding genes. Taxonomic resolution is at the population and species level, although for many genera, mutational saturation, lineage extinctions, or inadequate sampling may obscure deeper relationships that aid in the recognition of species groupings. Nonetheless, COI barcodes in combination with an adequately curated sequence database, provide a powerful tool for identification and discovery. The limitation of DNA barcoding without a corresponding database is illustrated by the unnamed groups in the Meloidogyne dataset. For example, there was an expectation that focal samples from soil around individual chestnut and oak trees in GRSM might yield Meloidogyne querciana Golden, 1979 which was described from northern red oak (Quercus rubra L.) and chestnut hosts within the same ecoregion. Indeed Meloidogyne specimens were found in these samples, however, the barcode data demonstrate that multiple COI lineages were associated with chestnut and oaks in the park. Similarly, unnamed lineages were also discovered associated with American beech and baygall plant communities in Big Thicket National Preserve, Texas (www.nps.gov/bith/plant-communities.htm). These results indicate that considerable Meloidogyne diversity exists in the primary and secondary forests of eastern and southern United States. Characterization of this diversity by COI barcoding allows us to rule out described species with representation in the COI database, yet neither COI barcode nor morphometrics of juvenile specimens permits unequivocal assignment of a species name to these specimens. For these unknown specimens a more complete taxonomic analysis that includes obtaining adult stages will be required before a barcode sequence can be linked to a formal Latin binomial.

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