MORPHOLOGY AND MOLECULAR CHARACTERIZATION OF TOMATO LEAF MINER TUTA ABSOLUTA DIAGNOSED IN DUHOK GOVERNORATE / IRAQ
Shamal Abdullah Al-Muffti1*, and Mohammed Saeed Mirza2
1Dept of Biology, College of Science, University of Duhok- Kurdistan Region-Iraq.
2Dept of Plant Protection, College of Agricultural Engineering Sciences, University of Duhok- Kurdistan Region-Iraq.
*Corresponding author email: shamal.al-muffti@uod.ac
Received: 28 Jul. 2024 / Accepted:26 Sep., 2024 / Published: 7 Nov., 2024. https://doi.org/10.25271/sjuoz.2024.12.3.1343
ABSTRACT:
Tomato leaf miner Tuta absoluta (Meyrick) is a highly destructive and invasive pest affecting tomato and other Solanaceae crops, causing severe economic damage. A comprehensive investigation into the presence of the tomato leaf miner T. absoluta was undertaken in this study via a field survey across tomato cultivation zones throughout all districts of Duhok Governorate in the Kurdistan Region of Iraq from July to September 2022. Instances of T. absoluta infestation were documented in Zakho, Amadiya, Summel, Dohuk, Shekhan, Aqrah, and Bardarash districts. The collected moths were described morphologically depending on the phenotypic characteristics and features of the male genitalia; the phallus was cylindrical; the valva was weakly curved and covered with long setae. The apex of the uncus extends almost to the tip of the valve. They were also confirmed at the molecular level through PCR analysis using mitochondrial cytochrome c oxidase subunit I (COI) as a molecular marker. The sequences of the mtCOI gene of T. absoluta specimens were analyzed and compared with the available COI sequence data members from GenBank. All studied specimens of T. absoluta were clustered together in a single group with a high support value, suggesting the presence of high homogeneity in the T. absoluta specimens. This work represents the first attempt at molecular identification of obtained specimens of T. absoluta in Iraq.
KEYWORDS: MtCOI, Molecular Markers, Tomato Leaf Miner, Tuta absoluta,
1- INTRODUCTION
The tomato leaf miner (TLM), Tuta absoluta (Meyrick, 1917) (Lepidoptera: Gelechiidae) is one of the most serious pests attacking tomatoes in many tomato-producing locations across the world, both in open fields and greenhouses (Desneux et al., 2010). The pest T. absoluta was described for the first time by Meyrick in 1917 from a single adult male captured in Peru. Ever since, it has been steadily spreading throughout South America until 2006, when it was reported for the first time in Castellon, eastern Spain (Urbaneja et al., 2007) when its spread began to expand to the countries of the Mediterranean basin and Europe (Potting, 2009). Currently, it is reported in 14 Latin America and the Caribbean countries, 38 European countries, 34 African countries, and 25 Asian countries (Lata et al, 2024). The tomato leaf miner was introduced to Iraq less than a decade and a half ago, where it was detected for the first time in the autumn of 2010 in the Rabia region of Nineveh province (Abdul Razaq et al., 2010). Although the tomato crop is the main host of the tomato leaf miner, it attacks many crops and weeds belonging to the Solanaceae family (Lietti et al., 2005; Bloem and Spaltenstein, 2011).
As well as some plants belonging to Convolvulaceae, Fabaceae, Amaranthaceae, and Cucurbitaceae families (Abdul-Rassoul, 2014; Mohamed et al., 2015; Portakaldalı et al.,2017). The tomato leaf miner can cause significant economic losses to tomato crops unless managed properly. According to Assaf et al. (2013, 2015), even though farmers implemented pest management strategies weekly and relied heavily on insecticides to control tomato leaf miners, the infection rate ranged between 72 and 100 percent in some districts of Dohuk Governorate. Ali (2023) also indicated that the percentage of fruits infected with this pest in some areas of Nineveh Governorate in 2022 was up to 25 percent. The economic impact of T. absoluta includes direct harm to tomato leaves and fruits, decreased crop production, and higher expenses for control measures (Han et al., 2019). Oztemiz (2014) illustrated that Turkey expends roughly US$180 million each year on chemical treatments for T. absoluta, whereas in Iran, annual crop losses due to T. absoluta amount to approximately US$35 million (Han et al., 2019). Generally, the larvae of this pest mostly feed on the mesophyll layer inside the host leaves. Still, under significant infestation, they can also pierce through the fragile stems, buds, flowers, and fruits, leaving obvious surface holes in the fruits. Additionally, the infestation of secondary pathogens through the wounds caused by the pest also contributes to damage (Mirza, 2014).
The ability of this pest to adapt to new biotic and abiotic factors enabled it to successfully spread over a wide geographical area (Cifuentes et al., 2011). According to numerous studies, most species' population genetic structure and molecular diversity may change in new habitats; this has been observed clearly in several invasive species (Hoos et al., 2010; Rubinoff et al., 2011). Since mitochondrial DNA has strict maternal inheritance and no genetic recombination, it is typical for examining the genetic structure of populations and tracing the history of variations in organisms (Trewick, 2000; Gissi et al., 2008; Shashank et al., 2014; Sarma et al., 2016). Molecular characterization and DNA barcoding are an exemplary taxonomic method that uses a short genetic marker in an insect's DNA to recognize a species. (Jalali et al., 2015). Furthermore, mitochondrial DNA (mtDNA) is an excellent tool for determining variations within and among populations. (Vogler et al. 1993; Margam et al. 2011). Studying the genetic variation of the invasive pest T. absoluta is essential for developing effective Integrated Pest Management (IPM) programs (Bettaďbi et al., 2012). caused significant economic losses in both open and protected fields (Abdul-Rassoul, 2014).
Despite the rapid spread of T. absoluta throughout the tomato growing areas in greenhouses and open fields and its well-establishment in Iraq (Abdul-Rassoul, 2014), limited research work has been done on it; additionally, there is no molecular study has been done on it in Iraq. This study aimed to conduct a field survey including all districts of Dohuk Governorate to collect T. absoluta samples to describe it phenotypically and study the molecular identification and genetic relationship among samples using mitochondrial Cytochrome C oxidase (COI) as a molecular marker.
2- MATERIAL AND METHODS
This survey was conducted in the seven districts that belong to Dohuk Governorate in the Kurdistan Region of Iraq in 2022 to identify the areas that cultivate tomatoes. Accordingly, eight tomato-planting fields from seven districts were chosen (Table 1). The actual field survey began from July to September. One to three dunums were randomly chosen from each district based on the agricultural area as experimental units for collecting samples (insects). Water pan traps with pheromone lures were used to detect the tomato leaf miner pest with one trap/dunum (Zink et al., 2020). The pheromone lures were replaced monthly.
Table 1: Survey locations of tomato leaf miner, T. absoluta in the Dohuk Governorate.
Subdistrict |
Districts |
Latitude-Longitude |
Experiment area |
Chamishku |
Zakho |
37°11'38.0"N 42°39'55.0"E |
Three Dunums |
Sersink |
Amadiya |
36°59'46.2"N 43°16'37.2"E |
One Dunum |
Khanke |
Summel-1 |
36°47'49.6"N 42°48'00.3"E |
Three Dunums |
Sharya |
Summel-2 |
36°49'09.3"N 42°55'33.8"E |
Three Dunums |
Zawita |
Dohuk |
36°56'56.9"N 43°05'40.3"E |
One Dunum |
Ba'adra |
Shekhan |
36°40'28.5"N 43°13'49.4"E |
Three Dunums |
Denarta |
Aqrah |
36°47'29.1"N 43°59'12.6"E |
One dunum |
Rovia |
Bardarash |
36°38'06.3"N 43°42'10.2"E |
One dunum |
Sampling Collection and storage
The samples of infected leaves were collected and individually packed in labeled plastic bags, then transported to the laboratory for rearing to obtain insect stages and diagnose them morphologically. The alive moths captured with pheromone traps were placed into plastic tubes labeled with the date and locations from which they were collected. The tubes were kept in a refrigerator at 4 °C for further molecular identification. (Zink et al., 2020; Mukwa et al.,2021).
Morphological Identification
The tomato leaf miner was identified morphologically based on the phenotypic characteristics of the adults and the shape of the male genitalia. The adult abdomen was carefully removed and then macerated in 10% KOH for about 15 minutes. The male genitalia were extracted and examined under a microscope (Toševski et al., 2011). Only the shape of the male genitalia gives a precise definition of this species (Ramos, 2015; Karlsson et al., 2018). The valve, uncus, and phallus shapes were studied as the most appropriate characters for T. absoluta recognition (Chang et al.,2021).
Molecular Identification (Genomic DNA extraction, PCR analysis, and DNA sequencing)
Extraction of genomic DNA for selected sample populations of moth (T. absoluta) adults/site was performed using Jena Bioscience Kit (Cat #PP-208S) according to the manufacturer's instructions after grounding samples (8-10 adults) with liquid nitrogen. The concentration and purity of each DNA sample were determined using NanoDrop. Mitochondrial cytochrome c oxidase subunit I gene (COI) was amplified using one pair of COI primer. Master-mix was prepared for eight samples populations of moth (T. absoluta) isolates plus control in each test. The amplification reaction consists of 25µl as the final volume for each sample containing 12.5 µl of master mix, 1µl of each primer (10 pmol/μl) including forward primer (LCO1490) 5’-GGTCAACAAATCA TAAAGATATTGG-3’ and reverse primer (HCO2198) 5’-TAAACTTCAGGGTGACCAAAAAATCA-3’, 4µl of genomic DNA (25 ng/ µl) and 6.5 µl of sterile deionized distill water (Folmer et al., 1994). This work has been done in the Scientific Research Center/ College of Science/ Dohuk University. For DNA sequences, the amplification PCR product of the COI gene (25 ul) was prepared for eight samples. Raw sequences were visualized using Chromas 3.5V software to generate the coting of each target gene using forward and reverse sequences. The sequences of the COI gene of T. absoluta samples were confirmed through BLAST in the GenBank database in the National Centre of Biotechnology Information (NCBI) (http://www.ncbi.nlm.nih.gov/). Moreover, additional sequences of COI of T. absoluta of different regions of the world were obtained from the GenBank database. The phylogenetic tree studied the population samples of T. absoluta collected from various locations in Duhok Governorate and compared with other sequences of T. absoluta at neighbor countries available in the Genbank by using software MEGA 11 for neighbor-joining (NJ) multiple alignments (Tamura et al., 2021). Symmetrischema lectulifera (KY951829) was used as an outgroup (Mehrkhou et al., 2021).
3. RESULTS AND DISCUSSION
Morphological study
The collected tomato leaf miner samples were identified depending on morphology; the male and female length was around 5.6 and 6.4 mm, respectively, and 10.3 and 10.7 mm in the wingspan, respectively. The general color of the adult is silvery grey to brown with dark patches on the front wing. The antennae are filiform, covered with alternating rows of black and brown scales. The labial palpi consist of three prominent, up-curved segments, with the apical segment long and acute. The male’s abdominal color is grey, and its end is round and covered with a dense row of cream-colored scales, while the female's abdominal color is cream, and its end is tapered with two rows of scales on either side of the end of the abdomen. The phallus of male genitalia is cylindrical and has an inflated coecum; the valva is weakly curved and covered with long setae. The apex of the uncus extends almost to the tip of the valve (Fig. 1 and 2; A). These results were found to be consistent with the results and characteristics used to diagnose adults of T. absoluta by Hayden et al. (2013) and Karlsson et al. (2017).
The insect egg is cylindrical-shaped, creamy white to yellow, and the egg chorion has an engraving in the form of an unequal-sided pentagon (Fig. 2; B). Arati et al. (2018) indicated that the egg chorion of T. absoluta has a net-like pattern that gives a taxonomic characteristic for distinguishing the egg of this pest. The fully-grown larva is bluish-green to light pink with a brown head. The prothoracic shield is pale, with dark shading along the posterior margin. The pupa is cylindrical and green, later becoming dark brown. The female pupa has a short longitudinal suture in the middle of the eighth abdominal segment on its ventral side, whereas, in the male pupa, the suture is found in the middle of the ninth abdominal segment. This is consistent with the results of Sannino and Espinosa (2010). Moreover, the results of this morphological study in identifying T. absoluta were identical to the results of the Iraq Natural History Research Center and Museum.
Molecular Identification
Figure. 2: Shows the stages of tomato leaf miner. A= Adult, B= The engraving is in the form of an unequal-sided pentagon on the egg.
Many DNA markers like mtDNA, RAPD, AFLP, microsatellites, and ESTs are widely used in insect genetics research. The choice to select the marker system usually depends on the specific goals of the study (Behura, 2006). Traditionally, mitochondrial DNA (mtDNA) has been a choice marker for studying genetic variations in insect species (Zhaoke et al., 2021). It has been demonstrated as a highly informative and useful marker for estimating inter-intra-specific levels (Mehrkhou et al., 2021)
Based on the sequence samples obtained in this study, the relationship between them and the results available in the GeneBank was found, as shown in Figure 4. The evolutionary history was inferred using the UPGMA method (Sneath and Sokal 1973). The optimal tree is shown. The tree is drawn to scale, with branch lengths in the same units as those of the evolutionary distances used to infer the phylogenetic tree (Figure 4). The evolutionary distances were computed using the Maximum Composite Likelihood method (Tamura and Kumar 2004) and are in the units of the number of base substitutions per site. This analysis involved 14 nucleotide sequences. Codon positions included were 1st+2nd+3rd+Noncoding. All ambiguous positions were removed for each sequence pair (pairwise deletion option). There were a total of 708 positions in the final dataset. Evolutionary analyses were conducted in MEGA11 (Tamura et al, 2021). Phylogenetic analysis of the present study (Figure 4) showed there are six clusters as follows:
1. The first cluster includes the accession numbers MK189156.1 from Nigeria, OM230176.1 from India, MK116968.1 from Senegal, and PP526756.1:3-681 from Shekhan-Iraq.
2. The second cluster includes the accession numbers PP526752.1 from Amadiya, Iraq, and PP526757.1 from Aqrah, Iraq.
3.
4. The fourth clusters include the accession numbers PP526754.1 from Summel (Sharya)-Iraq, MZ475335.1 from France, and MZ475336.1 from Algeria.
5. The fifth cluster includes the accession number PP526751.1 from Zakho- Iraq.
6. The sixth cluster includes the accession number PP526753.1 from Summel (Khanke)-Iraq.
Also, there are inter-lapping among these clusters.
This demonstrates the genetic diversity among T. absoluta populations, which was collected from eight different locations in Duhok Governorate, indicating no high genetic homogeneity among them. Similarly, a study on Tunisian T. absoluta resulted in high genetic diversity and significant differentiation between populations (Bettaďbi et al., 2012). Guillemaud et al. (2015) reported that the native population of T. absolute in South America is far from genetically homogeneous based on microsatellite markers and illustrated the source of the invasive population with the hypothesis of single versus multiple introductions. In addition, eight Brazilian populations of T. absoluta showed differences in the population's responses to insecticides as well as host plants (Suinaga et al., 2004).
On the other hand, Cherif et al. (2017) found high genetic homogeneity using mtCOI sequences of seven Tunisian populations of T. absoluta and concluded that this was introduced from a single source in Tunisia. In addition, high genetic homogeneity was observed in T. absoluta samples collected from five locations in India and one from Nepal based on the mtCOI analysis (Shashank et al., 2018).
Based on the above, this genetic diversity indicates that the pest was introduced from different sources into Iraq through the import of tomato crops from different countries. It is worth noting, the first recorded instance of this pest in Iiraq was in 2010. It was found near Rabia (Ninawa Governorate, northern part of the country neighbouring Syria) (Abdul Razzak, 2010). However, no molecular identification of this pest has been conducted until now.
This is the first molecular study, and the first new record of eight population samples collected from different locations in Duhok Province submitted to GenBank. Furthermore, the outcome of this study would be vital for future research on this insect pest.
CONCLUSION
The current research identified the pest T. absoluta morphologically and confirmed it at the molecular level in Duhok Governorate/Iraq. These references were recorded in Gene Bank. The genetic relationship among our samples shows the absence of genetic variation between populations across different districts of our region and with other countries. In Iraq, this is the first attempt to record of T. absoluta in gene bank, we hope that our work will be vital for future scientific research on this insect pest and open a new door in the use of molecular techniques for new invasive pest detection in our country.
REFERENCES
Abdul Razzak, A.S.; Al-Yasiri, I. I. and Fadhil, H.Q. (2010). First record of tomato borer (tomato moth) Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae) on tomato crop in Iraq. Arab and Near East Plant Protection Newsletter. no. 51, p 31. https://gd.eppo.int/reporting/article-190
Abdul-Rassoul, M. S. (2014). A new host record for tomato leaf miner Tuta absoluta (Meyrick, 1917) in Baghdad province, Iraq. Bulletin of the Iraq Natural History Museum,13(1),15-18. https://jnhm.uobaghdad.edu.iq/index.php/BINHM /article/view/87
Ali, N. S (2014). The Use of Some Integrated Pest Management Methods to Control The Tomato Leaf Miner Tuta absoluta Meyrick (Lepidoptera:Gelechiidae). M.Sc. Thesis,118p.
Arati, J., Thapa, R.B. and Dharmendra, K. (2018). Integrated management of South American tomato leaf miner [Tuta absoluta (Meyrick)]: a review. Journal of The Plant Protection Society, 5: 70 – 86. DOI: https://doi.org/10.3126/jpps.v5i0.37759
Assaf, L. H., Hassan, F. R., Ismael, H. R., & Saeed, S. A. (2013). Population density of tomato leaf miner Tuta absoluta Meyrick (Lepidoptera: Gelechiidae) under plastic houses conditions (b). IOSR Journal of Agriculture and Veterinary Science, 5, 7-10. https://doi.org/ 10.9790/2380-0540710
Assaf, L. H., Hassan, F. R., Rasheed, H. I., Sadiq, M. A., Ismael, R. M., Ahmed, M. S., & Salih, F. M. (2015). Occurrence of Tomato Leaf Miner Tuta absoluta Meyrick (Lepidoptera: Gelechiidae) in Duhok Region (A). Science Journal of University of Zakho, 3(1). P:79-87. https://doi.org/ 10.25271/2015.3.1.280
Behura, S. K. (2006). Molecular marker systems in insects: current trends and future avenues. Molecular ecology, 15(11), 3087-3113.
Bettaďbi, A., Mezghani-Khemakhem, M., Bouktila, D., Makni, H., & Makni, M. (2012). Genetic variability of the tomato leaf miner (Tuta absoluta Meyrick; Lepidoptera: Gelechiidae), in Tunisia, inferred from RAPD-PCR. Chilean journal of agricultural research, 72(2), 212.http://dx.doi.org/10.4067/S071858392012000200008
Bloem, S., & Spaltenstein, E. (2011). New Pest Response Guidelines Tomato Leafminer (Tuta absoluta). United States Department of Agriculture (USDA), 176 p. https://tsusinvasives.org/dotAsset/bad1054d-d934-45f8-803b-937525694 4f4
Chang, P. E. C., & Metz, M. A. (2021). Classification of Tuta absoluta (Meyrick, 1917) (Lepidoptera: Gelechiidae: Gelechiinae: Gnorimoschemini) based on cladistic analysis of morphology. Proceedings of the entomological Society of Washington, 123(1), 41-54. https://doi.org/10.4289/0013-8797.123.1.41
Cherif, A., Glaucia, M., Wiem, H., Barhoumiattia, S., Hausmann, A., & Lebdi-Grissa, K. (2017). Some remarks on the genetic uniformity of Tuta absoluta (Meyrick)(Lepidoptera: Gelechiidae). Journal of Entomology and Zoology studies, 5(3), 1380-1382. https://www.entomoljournal.com/archives/2017/vol5issue3/PartS/5-3-20-998.pdf
Cifuentes, D., Chynoweth, R., & Bielza, P. (2011). Genetic study of Mediterranean and South American populations of tomato leafminer Tuta absoluta (Povolny, 1994)(Lepidoptera: Gelechiidae) using ribosomal and mitochondrial markers. Pest management science, 67(9), 1155-1162. https://doi.org/10.1002/ps.2166
Desneux , N.; Wajnberg , E.; Wyckhuys, K.A.G.; Burgio ,G. ;Arpaia ,S. C. A.; Narva´ezVasquez,S.C.A; lez-Cabrera , J.G.; Ruescas ,D.C.;Tabone , E.; Frandon , J.; Pizzol,J.; Poncet ,C.; Cabello ,T. & Urbaneja,A. (2010). Biological invasion of European tomato crops by Tuta absoluta: ecology, geographic expansion and prospects for biological control. Journal of Pest Science, 83. P:197–215. https://doi.org/10.1007/s10340-010-0321-6
Folmer, O., Black, M., Hoeh, W., Lutz, R., & Vrijenhoek, R. (1994). DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates. Mol. Mar. Biol. Biotechnol., 3: 294-299. Link:https://bit.ly/2x9R9WL.https://doi.org/10.1371/journal.pone.0013102
Gissi, C., Iannelli, F., & Pesole, G. (2008). Evolution of the mitochondrial genome of Metazoa as exemplified by comparison of congeneric species. Heredity, 101(4), 301-320. https://doi: 10.1038/hdy.2008.62.
Han, P., Bayram, Y., Shaltiel-Harpaz, L., Sohrabi, F., Saji, A., Esenali, U. T., ... & Desneux, N. (2019). Tuta absoluta continues to disperse in Asia: damage, ongoing management and future challenges. Journal of Pest Science, 92, 1317-1327. https://doi.org/10.1007/s10340-018-1062-1
Hayden J, Lee S, Passoa S, Young J, Landry J-F, Nazari V, Mally R, Somma L, Ahlmark K (2013) Digital Identification of Micro lepidoptera on Solanaceae. USDA-APHIS-PPQ Identification Technology Program (ITP) Fort Collins. http://idtoolsorg/id/leps/micro/
Hoos, P. M., Whitman Miller, A., Ruiz, G. M., Vrijenhoek, R. C., & Geller, J. B. (2010). Genetic and historical evidence disagree on likely sources of the Atlantic amethyst gem clam Gemma gemma (Totten, 1834) in California. Diversity and Distributions, 16(4), 582-592. https://doi.org/10.1111/j.1472-4642.2010.00672.x
Jalali, S. K., Ojha, R., & Venkatesan, T. (2015). DNA barcoding for identification of agriculturally important insects. New horizons in insect science: Towards sustainable pest management, 13-23. https://doi.org/10.1007/978-81-322-2089-3_2
Karlsson, M. F., Sikirou, R., Mama, S. S., Zannou, J. A., & Georgen, G. (2018). First report of Tuta absoluta Meyrick (Lepidoptera: Gelechiidae) in the Republic of Benin. BioInvasions Records.
Lata, S., Hussain, Z., Yadav, R.K., Jat, G.S., Kumar, P., Tomar, B.S. (2024). Insights into the Genetic Improvement of Tomato. In: Tiwari, S., Koul, B. (eds) Genetic Engineering of Crop Plants for Food and Health Security. Springer, Singapore. https://doi.org/10.1007/978-981-97-3119-0_7
Lietti, M. M., Botto, E., & Alzogaray, R. A. (2005). Insecticide resistance in argentine populations of Tuta absoluta (Meyrick)(Lepidoptera: Gelechiidae). Neotropical Entomology, 34,113119. https://doi.org/10.1590/S1519566X2005000100016
Margam, V. M., Coates, B. S., Ba, M. N., Sun, W., Binso-Dabire, C. L., Baoua, I., ... & Murdock, L. L. (2011). Geographic distribution of phylogenetically-distinct legume pod borer, Maruca vitrata (Lepidoptera: Pyraloidea: Crambidae). Molecular Biology Reports, 38, 893-903. https://doi.org/10.1007/s11033-010-0182-3
Mehrkhou, Fariba; Güz, Nurper; Korkmaz, Ertan Mahir; And Çağatay, Naciye Sena (2021) "Analysis of Genetic Variation in an Important Pest, Tuta absoluta, and Its Microbiota with a New Bacterial Endosymbiont," Turkish Journal of Agriculture and Forestry: Vol. 45: No. 1, Article 10. Https://Doi.Org/ 10.3906/Tar-2006-12
Mirza,M.S.(2014).The Biological Study of Tomato Leaf Miner Tuta absoluta (Meyrick) and the Biological Effect of Beauveria bassiana (Bals.)Vuill. M.Sc Thesis, 107p.
Mohamed, E. S. I., Mahmoud, M. E. E., Elhaj, M. A. M., Mohamed, S. A., & Ekesi, S. (2015). Host plants record for tomato leaf miner Tuta absoluta (Meyrick) in Sudan. EPPOBulletin, 45(1),108-111. https://doi.org/10.1111/epp.12178
Mukwa, L. F., Mukendi, J., Adakate, F. G., Bugeme, D. M., Kalonji-Mbuyi, A., & Ghimire, S. (2021). First report of the South American tomato pinworm Tuta absoluta (Meyrick)(Lepidoptera: Gelechiidae) and its damage in the Democratic Republic of Congo. BioInvasions Record, 10(1). https://doi.org/10.3391/bir.2021.10.1.05
Oztemiz, S. 2014. Tuta absoluta Povolny (Lepidoptera: Gelechiidae), the exotic pest in Turkey. Rom. J. Biol. Zol. 59: 47–58.
Portakaldalı, M., Öztemiz, S., & Kutuk, H. (2017). A new host plant for Tuta absoluta (Meyrick)(Lepidoptera: Gelechiidae) in Turkey. Journal of the Entomological Research Society, 19(1), 21-24.
Potting, R., Van Der Gaag, D. J., Loomans, A., van der Straten, M., Anderson, H., & MacLeod, A. (2009). Pest risk analysis, Tuta absoluta, tomato leaf miner moth. Plant protection service of the Netherlands, 28p. https://www.researchgate.net/publication/341568053
Ramos, C. (2015). Manual para la identificación de Tuta absoluta (Meyrick) Lepidoptera: Gelechiidae mediante el procedimiento de extracción y montaje de la genitalia. Manual del laboratorio. Organismo Internacional Regional De Sanidad Agropecuaria, 1, 7-10.
Rubinoff, D., Holland, B. S., San Jose, M., & Powell, J. A. (2011). Geographic proximity not a prerequisite for invasion: Hawaii not the source of California invasion by light brown apple moth (Epiphyas postvittana). PLoS One, 6(1), e16361.
Sannino,L and B.Espinosa(2010). Tuta absoluta guida alla conoscenza e recenti acquisizioi per una corretta difesa. Supplemento 1 de “L’Informatore Agrario”. 46: 1-110.
Sarma, N. P., Singh, S., Sarma, D. K., Bhattacharyya, D. R., Kalita, M. C., Mohapatra, P. K., ... & Prakash, A. (2016). Mitochondrial DNA-based genetic diversity of Anopheles nivipes in North East India. Mitochondrial DNA Part A, 27(6), 4236-4239.
Shashank P.R, Twinkle S, Chandrashekar K, Meshram NM, Suroshe SS et al. (2018). Genetic homogeneity in South American tomato pinworm, Tuta absoluta: a new invasive pest to oriental region. 3Biotech 8 (8): 350. doi: 10.1007/s13205-018-1374-0
Shashank, P.R., Chakravarthy, A. K., Raju, B. R., & Bhanu, K. R. M. (2014). DNA barcoding reveals the occurrence of cryptic species in host-associated population of Conogethes punctiferalis (Lepidoptera: Crambidae). Applied Entomology and Zoology, 49, 283-295.
Tamura K, Stecher G, Kumar S. (2021) MEGA11: Molecular Evolutionary Genetics Analysis Version 11. Mol Biol Evol. 25;38(7):3022-3027. doi: 10.1093/molbev/msab120. PMID: 33892491; PMCID: PMC8233496.
Toševski Ivo, JovićJ Elena, Mitrović Milana, Cvrković Tatjana, Oliver Krstić, Krnjajić S., 2011. Tuta absoluta (Meyrick, 1917) (Lepidoptera, Gelechiidae): a New Pest of Tomato in Serbia, Pestic. Phytomed. (Belgrade), 26(3), 197–204.
Trewick, S. A. (2000). Molecular evidence for dispersal rather than vicariance as the origin of flightless insect species on the Chatham Islands, New Zealand. Journal of Biogeography, 27(5), 1189-1200.
Urbaneja, A., Vercher, R., Navarro-Llopis, V., Porcuna Coto, J. L., & García-Marí, F. (2007). La polilla del tomate,'Tuta absoluta'. Phytoma Espana: La revista profesional de sanidad vegetal, (194), 16-23.
Vogler, A. P., Desalle, R., Assmann, T., Knisley, C. B., & Schultz, T. D. (1993). Molecular population genetics of the endangered tiger beetle Cicindela dorsalis (Coleoptera: Cicindelidae). Annals of the Entomological Society of America, 86(2), 142-152.
Zhaoke Dong, Yangzhou Wang, Chao Li, Lili Li, Xingyuan Men, Mitochondrial DNA as a Molecular Marker in Insect Ecology: Current Status and Future Prospects, Annals of the Entomological Society of America, Volume 114, Issue4,July2021,Pages470–476, https://doi.org/10.1093/aesa/saab020
Zink, F. A., Tembrock, L. R., Timm, A. E., & Gilligan, T. M. (2020). A real-time PCR assay for rapid identification of Tuta absoluta (Lepidoptera: Gelechiidae). Journal of Economic Entomology, 113(3), 1479-1485.
Suinaga, F. A., Casali, V. W. D., Picanço, M., & Foster, J. (2004). Genetic divergence among tomato leafminer populations based on AFLP analysis. Pesquisa Agropecuária Brasileira, 39, 645-651.
Guillemaud, T., Blin, A., Le Goff, I., Desneux, N., Reyes, M., Tabone, E., ... & Lombaert, E. (2015). The tomato borer, Tuta absoluta, invading the Mediterranean Basin, originates from a single introduction from Central Chile. Scientific Reports, 5(1), 8371.
Tamura K., Nei M., and Kumar S. (2004). Prospects for inferring very large phylogenies by using the neighbor-joining method. Proceedings of the National Academy of Sciences (USA) 101:11030-11035.
Sneath P.H.A. and Sokal R.R. (1973). Numerical Taxonomy. Freeman, San Francisco.