Pesticide resistance has become one of the pressing problems of ecology and agriculture because it makes it difficult to deal with pests and ectoparasites while increasing the chemical load on the environment. This paper focuses on the importance of studying insecticidal resistance in agricultural, veterinary, and medical insects. Brief information is given concerning the resistance of ectoparasites and crop insect pests in different world regions to commonly used insecticides. The main approaches for identifying insecticide resistance in field insect populations are listed. The progress achieved in understanding the molecular basis of insecticidal resistance in insects is briefly described, and the primary areas of recent research are outlined. The importance of assessing the resistance profile and the potential for insecticide resistance developing in field insect populations are emphasized. The study of molecular mechanisms of insecticidal resistance to specific compounds is important for searching for new active agents and developing strategies for their application.
Insect Resistance to Insecticides and Approaches to Its Identification
Kseniya Krestonoshina1, Kseniya Maslakova1, Liana Yangirova1, Anna Kinareikina1, Elena Silivanova1*
1 All-Russian Scientific Research Institute of Veterinary Entomology and Arachnology, Branch of Federal State Institution Federal Research Centre Tyumen Scientific Centre of Siberian Branch of the Russian Academy of Sciences (ASRIVEA – Branch of Tyumen Scientific Centre SB RAS), Tyumen, Russian Federation, 625041.
ABSTRACT
Pesticide resistance has become one of the pressing problems of ecology and agriculture because it makes it difficult to deal with pests and ectoparasites while increasing the chemical load on the environment. This paper focuses on the importance of studying insecticidal resistance in agricultural, veterinary, and medical insects. Brief information is given concerning the resistance of ectoparasites and crop insect pests in different world regions to commonly used insecticides. The main approaches for identifying insecticide resistance in field insect populations are listed. The progress achieved in understanding the molecular basis of insecticidal resistance in insects is briefly described, and the primary areas of recent research are outlined. The importance of assessing the resistance profile and the potential for insecticide resistance developing in field insect populations are emphasized. The study of molecular mechanisms of insecticidal resistance to specific compounds is important for searching for new active agents and developing strategies for their application.
Keywords: Pests, Insecticide, Resistance profile, Resistance diagnostic, Molecular mechanism.
INTRODUCTION
Historically, the use of chemicals has been practiced as the primary method of insect pests and ectoparasites control [1, 2], and by far, the use of pesticides remains the most common way to control their population [3-5]. The use of pesticides in agriculture has increased over the past few decades with the continuous growth of global food production [6, 7]. Food and Agricultural Organization data show that in 2019 the consumption of pesticides reached 4.2 million tons, with insecticides being the third most used (17%) after herbicides (53%), fungicides, and bactericides (23%) [7]. According to BusinesStat estimates, pesticide production in Russia has increased by 1.7 times between 2017 and 2021: from 86.8 thousand tons to 148.9 thousand tons, while the share of insecticides by 2021 amounted to 12.5% [8].
The use of insecticides in agriculture is essential to enhance crop yields [2, 7]. However, the intensive use of insecticides, the long-term use of the same agents, the increase in the applied doses and frequency of treatments, and the rapid life cycle of pests result in a high potential for pesticide resistance selection in insects and mites [9]. Pesticide resistance has become one of the pressing problems of ecology and agriculture [10] because it makes it difficult to deal with pests and ectoparasites while increasing the chemical load on the environment [11]. A great number of researches are devoted to studying insecticide resistance and the degree of its prevalence in insect populations, revealing the mechanisms and patterns of its formation. The relevance of this topic is evidenced by the increase in the number of publications indexed in the Scopus database, which for the last ten years (between 2011 and 2021) has almost doubled (from 616 to 1302) and remains consistently high over the past five years. Currently, there are more than 330 known insecticides, resistance to which has been recorded in one or more arthropod species [12]. Bass et al. (2015) collected and analyzed data on resistance to neonicotinoids and its formation mechanisms in pest populations (Cotton whitefly Bemisia tabaci, green peach aphid Myzus persicae, cotton aphid Aphis gossypii, brown planthopper Nilaparvata lugens, Colorado beetle Leptinotarsa decemlineata, etc.) that bear serious economic importance [13]. The variation of insecticide resistance in populations of diamondback moth Plutella xylostella (Linnaeus), a cruciferous pest inhabiting different geographical regions of the world, to OPCs, pyrethroids, and biopesticides have been described [14, 15]. High resistance levels to OPCs and growth regulators and the formation of tolerance to neonicotinoids have been detected between 2019 and 2020 in China in populations of the white-backed planthopper, the rice pest, Sogatella furcifera [16]. Van den Berg et al. (2022) illustrated the potential for insecticide resistance development in African countries' cotton, corn, vigna, and tomato pests [17]. The research conducted by Russian scientists also indicates the presence of resistant populations of insects inside the country. For instance, the constant growth of the multiple resistance of the Colorado beetle, a major potato pest, to chemical insecticides (OPCs, pyrethroids, neonicotinoids) was previously reported in the North Caucasian, Central, and North-Western regions [18], in the Republic of Bashkortostan and Novosibirsk Region [19, 20]. The researchers observed the development of resistance to insecticides of the same classes in the populations of green peach aphids Myzus persicae (Sulz.) in the Astrakhan Region, as well as the development of resistance to Thiamethoxam agents in foxglove aphids Aulacorthum solani (Kalt.) in Leningrad Region and wireworms Agriotes spp. in Pskov Region [18].
The problem of insecticide resistance is relevant not only in plant protection but also in medicine and animal health [21-26]. Studies demonstrate that resistance, including cross-resistance, is widespread in various countries in medically important mosquito populations. For example, in Iran, between 2000 and 2020, the populations of mosquitoes of the Anopheles, Culex, Aedes, and Culiseta genera with multiple resistance to four groups of insecticides (COCs, OPCs, pyrethroids, and carbamates) were reported [27]. In South Asian countries during the same interval, an increase in the spread of resistance to these compounds in the populations of Aedes mosquitoes was identified, which are the vectors of such viral diseases as Dengue fever, Zika fever, yellow fever, etc. [28, 29]. Resistance to pyrethroids, neonicotinoids, and fipronil has been described in populations of the bed bug Cimex lectularius L. [24]. Juache-Villagrana et al. (2022) examined the effect of insecticidal resistance in insect vectors of arthropod-borne infections on their vector competence [30]. Tolerance to the pyrethroid deltamethrin was found in red louse Bovicola bovis, collected on livestock farms in Ireland [31]. Medical and veterinary organizations worldwide face the problem of insecticide resistance in the population of the housefly Musca domestica L. [32]. Thus far, the resistance of M. domestica to insecticides of widely used classes of chemical compounds has been described. For example, in North and South America, Africa, and Asia, insect populations resistant to organophosphorus (OPCs) and carbamate insecticides were recorded [33, 34]. Researchers from various countries have reported populations of pyrethroid- and neonicotinoid-resistant flies inhabiting livestock and poultry farms [35-37]. In Russian housefly populations, the resistance to COCs, OPCs, carbamates, pyrethroids, and neonicotinoids was also reported [32].
Many researchers in their works emphasize the need for timely diagnosis of insecticide resistance, more thorough monitoring of its spread in insect populations and resistance management through the use of strategies [11, 17, 20, 24, 38]. According to the World Health Organization, only 38% of the surveyed countries in the European region consider insecticide susceptibility levels when choosing insecticides for insect vector population control, while in the Asia-Pacific, African, and South American regions, the percentage of countries using this indicator amounts to 80-92% [39]. Meanwhile, the information about the resistance profile of insect populations can not only allow for easier and less costly pest and parasite control but also help to reduce the chemical and environmental load.
To successfully prevent and combat insecticide resistance in parasitic and pest insects, it is necessary to possess data on the resistance profile of natural populations. Toxicological and molecular-genetic methods are used to establish this profile. Toxicological methods involve biotesting to assess the insecticide's toxicity for the studied population's insects, the results of which establish the resistance ratio (RR) and the proportion of specimens susceptible to the insecticide at a diagnostic concentration (dose). The resistance ratio is calculated by dividing the median lethal concentration (LC50) value of the insecticide for the studied insect population by the LC50 value for the susceptible strain of that species. World Health Organization recommends the use of diagnostic (discriminatory) concentrations or doses of the insecticide to quickly establish resistance. The dose or concentration is considered diagnostic when it is equal to two doses or concentrations, which cause 95% (99%) mortality in a susceptible insect population of a given species [26]. Experts calculate diagnostic concentrations (doses) of a particular insecticide for each insect species. An insect population is considered sensitive (or susceptible) to an insecticide if 98-100% mortality is achieved using a diagnostic concentration and is considered resistant (tolerant) to an insecticide if less than 90% mortality is achieved [26]. The methods for assessing the toxicity of an insecticide correspond to the way they are used and the biological characteristics of certain species or groups of insects. WHO experts have developed methods for detecting insecticide resistance in populations of insect vectors of vector-borne diseases and other synanthropic insects [https://apps.who.int/iris/]. A thorough description of methods for testing populations of plant pests and some other arthropods can be found on the website of the Insecticide Resistance Action Committee [https://irac-online.org].
According to the diagnostic procedure described in the WHO guidelines, it is necessary not only to establish the presence of a resistant phenotype in an insect population but also to characterize the intensity of resistance and the underlying mechanism [26]. Biochemical and molecular methods are used to establish the mechanism that provides resistance to insecticides in a particular population. In this case, the detoxification enzyme systems [40, 41], molecular targets of insecticides [3, 42], as well as the presence and prevalence of alleles associated with insecticide resistance [43, 44] are studied. Nowadays, progress has been made in understanding the mechanisms of resistance to commonly used insecticides: pyrethroids, OPCs, neonicotinoids, spinosyns, pyrazoles, etc. Five alleles responsible for target insensitivity and hence pyrethroid resistance in insects have been described in the scientific literature: kdr-his (L1014H), kdr (L1014F), super-kdr (M929I+L1014F), Type N (D600N+M918T+L1014F) и 1B (T929I+L1014F) [44]. For still commonly used OPCs, Gly137Asp and Trp251Leu/Ser mutations in carboxylesterase genes are reported, which lead to changes in the structure of the enzyme active center, resulting in increased hydrolytic activity towards OPCs [45]. Carboxylesterases of the cotton bollworm Helicoverpa. armigera Hbn. are involved in the resistance to organophosphorus and pyrethroid insecticides through enhanced sequestration due to gene overexpression [46]. The review by Feyereisen et al. (2015) is devoted to the analysis of mutations affecting acetylcholinesterase genes found in different insect species, which cause resistance to OPCs [47]. As for the relatively new insecticides, such as chlorfenapyr and chlorantraniliprole, the exact mechanism of resistance development is not fully established. A possible mechanism of resistance development to chlorfenapyr has been described for the spider mite [48] and boll weevil [49]. It is associated with an increase in esterase and glutathione-S-transferase activity, as well as with a decrease in cuticle permeability.
Meanwhile, the study on resistant cabbage moth populations concluded that the enzymes mentioned above are not involved in forming a resistance to chlorfenapyr [50]. When studying insect resistance to insecticides, a lot of attention is paid to epigenetic effects, the interaction of resistance-related genes, and the regulatory factors triggering their expression [38]. Identifying specific genetic mutations associated with resistance to certain insecticides may be useful for developing molecular diagnostic methods for insecticide resistance [38]. In addition, the study of molecular mechanisms of insecticidal resistance to specific compounds and the potential for its formation in field insect populations is important for the search for new active agents and the development of new pesticide formulations and strategies for their application.
CONCLUSION
The examples presented in this review show that insecticidal resistance in insects is one of the urgent issues of ecology and agriculture. The toxicological and molecular studies of the resistance profile of insect populations can help develop a more appropriate strategy for resistance management and thereby reduce the chemical load on the environment.
ACKNOWLEDGMENTS: None
CONFLICT OF INTEREST: None
FINANCIAL SUPPORT: This paper was supported by the Ministry of Education and Science of the Russian Federation under Project 1022062400021-2-1.6.14, "The study of molecular biology, biochemistry, and genetic of insecticidal resistance" (FWRZ-2022-0022).
1. Ranian K, Zahoor MK, Zahoor MA, Rizvi H, Rasul A, Majeed HN, et al. Evaluation of Resistance to Some Pyrethroid and Organophosphate Insecticides and Their Underlying Impact on the Activity of Esterases and Phosphatases in House Fly, Musca domestica (Diptera: Muscidae). Pol J Environ Stud. 2021;30(1):327-36. doi:10.15244/pjoes/96240
2. Sharma A, Shukla A, Attri K, Kumar M, Kumar P, Suttee A, et al. Global trends in pesticides: A looming threat and viable alternatives. Ecotoxicol Environ Saf. 2020;201:110812. doi:10.1016/j.ecoenv.2020.110812
3. Riaz B, Kashif ZM, Malik K, Ahmad A, Majeed HN, Jabeen F, et al. Frequency of Pyrethroid Insecticide Resistance kdr Gene and Its Associated Enzyme Modulation in Housefly, Musca domestica L. Populations from Jhang, Pakistan. Front Environ Sci. 2022;9:806456. doi:10.3389/fenvs.2021.806456
4. You C, Li Z, Yin Y, Na N, Gao X. Time of Day-Specific Changes in Metabolic Detoxification and Insecticide Tolerance in the House Fly, Musca domestica L. Front Physiol. 2022;12:803682. doi:10.3389/fphys.2021.803682
5. Mironenko АV, Engashev SV, Deltsov AA, Vasilevich FI, Engasheva ES, Shabunin SV. Study of Acute Toxicity" Flyblok Insecticidal Tag. Pharmacophore. 2020;11(4):60-4.
6. Casu V, Tardelli F, De Marchi L, Monni G, Cuccaro A, Oliva M, et al. Soluble esterases as biomarkers of neurotoxic compounds in the widespread serpulid Ficopomatus enigmaticus (Fauvel, 1923). J Environ Sci Health B. 2019;54(11):883-91. doi:10.1080/03601234.2019.1640028
7. Indira Devi P, Manjula M, Bhavani RV. Agrochemicals, Environment, and Human Health. Annu Rev Environ Resour. 2022;47(1):399-421. doi:10.1146/annurev-environ-120920-111015
8. BusinesStat [Internet]. LLC "BusinessStat", Moscow. Available from: https://businesstat.ru/news/pesticides/
9. Kristensen M, Knorr M, Spencer AG, Jespersen JB. Selection and reversion of azamethipos-resistance in a field population of the housefly Musca domestica (Diptera: Muscidae), and the underlying biochemical mechanisms. J Econ Entomol. 2000;93(6):1788-95. doi:10.1603/0022-0493-93.6.1788
10. Ibragimov AG. Ecological problems of agriculture. Agrarian science. 2019;(4):73-5.
11. Sparks TC, Storer N, Porter A, Slater R, Nauen R. Insecticide resistance management and industry: the origins and evolution of the Insecticide Resistance Action Committee (IRAC) and the mode of action classification scheme. Pest Manag Sci. 2021;77:2609-19. doi:10.1002/ps.6254
12. Sparks TC, Crossthwaite AJ, Nauen R, Banba S, Cordova D, Earley F, et al. Insecticides, biologics and nematicides: Updates to IRAC's mode of action classification - a tool for resistance management. Pestic Biochem Physiol. 2020;167:104587. doi:10.1016/j.pestbp.2020.104587
13. Bass C, Denholmb I, Williamson MS, Nauen R. The global status of insect resistance to neonicotinoid insecticides. Pestic Biochem Physiol. 2015;121:78-87.
14. Tamilselvan R, Kennedy JS, Suganthi A. Monitoring the resistance and baseline susceptibility of Plutella xylostella (L.) (Lepidoptera: Plutellidae) against spinetoram in Tamil Nadu, India. Crop protection. 2021;142:105491. doi:10.1016/j.cropro.2020.105491
15. Banazeer A, Afzal MBS, Hassan S, Ijaz M, Shad SA, Serrão JE. Status of insecticide resistance in Plutella xylostella (Linnaeus) (Lepidoptera: Plutellidae) from 1997 to 2019: cross-resistance, genetics, biological costs, underlying mechanisms, and implications for management. Phytoparasitica. 2022;50:465-85. doi:10.1007/s12600-021-00959-z
16. Li Z, Qin Y, Jin R, Zhang Y, Ren Z, Cai T, et al. Insecticide Resistance Monitoring in Field Populations of the Whitebacked Planthopper Sogatella furcifera (Horvath) in China, 2019–2020. Insects. 2021;12(12):1078. doi:10.3390/insects12121078
17. van den Berg J, Greyvenstein B, du Plessis H. Insect resistance management facing African smallholder farmers under climate change. Curr Opin Insect Sci. 2022;50:100894. doi:10.1016/j.cois.2022.100894
18. Sukhoruchenko GI, Ivanova GP, Vasilieva TI, Volgarev SA. Resistance of seed potato pests to insecticides in Russia. 16th Congress of the Russian Entomological Society. Moscow, August 22–26, 2022. Abstract book. 164 p.
19. Leont'eva TL, Syrtlanova LA, Ben'kovskaya GV. Development of Colorado potato beetle resistance to insecticides on the territory of the Republic of Bashkortostan. Vestnik Bashkirskogo gosudarstvennogo agrarnogo universiteta. 2016;2(38):11-4.
20. Benkovskaya GV, Dubovskiy IM. Spreading of Colorado potato beetle resistance to chemical insecticides in Siberia and history of its settling in the secondary area. Plant Prot News. 2020;103(1):37-9. doi:10.31993/2308-6459-2020-103-1-37-39
21. Kassiri H, Dehghani R, Doostifar K, Rabbani D, Limoee M, Chaharbaghi N. Insecticide Resistance in Urban Pests with Emphasis on Urban Pests Resistance in Iran: A Review. Entomol Appl Sci Lett. 2020;7(3):32-54.
22. Eremina OYu, Olekhnovich EI, Alekseev MA, Olifer VV, Roslavtseva SA, Ibragimkhalilova IV, et al. Insecticide resistance of Blattella germanica (L.) (Blattoptera: Blattellidae) (literature review 2000-2015). Dezinfektsionnoe delo. 2016;2(96):42-53.
23. Buxton M, Wasserman RJ, Nyamukondiwa C. Spatial Anopheles arabiensis (Diptera: Culicidae) insecticide resistance patterns across malaria-endemic regions of Botswana. Malar J. 2020;19(1):415. doi:10.1186/s12936-020-03487-z
24. González-Morales MA, DeVries Z, Sierras A, Santangelo RG, Kakumanu ML, Schal C. Resistance to Fipronil in the Common Bed Bug (Hemiptera: Cimicidae). J Med Entomol. 2021;58(I.4):1798-807. doi:10.1093/jme/tjab040
25. Diymba Dzemo W, Thekisoe O, Vudriko P. Development of acaricide resistance in tick populations of cattle: A systematic review and meta-analysis. Heliyon. 2022;8(I.1):e08718. doi:10.1016/j.heliyon.2022.e08718
26. World Health Organization. Manual for monitoring insecticide resistance in mosquito vectors and selecting appropriate interventions. World Health Organization. 2022. Available from: https://apps.who.int/iris/handle/10665/356964.
27. Salim Abadi Y, Sanei-Dehkordi A, Paksa A, Gorouhi MA, Vatandoost H. Monitoring and Mapping of Insecticide Resistance in Medically Important Mosquitoes (Diptera: Culicidae) in Iran (2000-2020): A Review. J Arthropod Borne Dis. 2021;15(1):21-40.
28. Gan SJ, Leong YQ, Bin Barhanuddin MFH, Wong ST, Wong SF, Mak JW, et al. Dengue fever and insecticide resistance in Aedes mosquitoes in Southeast Asia: a review. Parasit Vectors. 2021;14(1):315. doi:10.1186/s13071-021-04785-4
29. Bharati M, Saha D. Insecticide resistance status and biochemical mechanisms involved in Aedes mosquitoes: A scoping review. Asian Pac J Trop Med. 2021;14(2):52-63.
30. Juache-Villagrana AE, Pando-Robles V, Garcia-Luna SM, Ponce-Garcia G, Fernandez-Salas I, Lopez-Monroy B, et al. Assessing the Impact of Insecticide Resistance on Vector Competence: A Review. Insects. 2022;13(4):377. doi:10.3390/insects13040377
31. Mckiernan F, O'Connor J, Minchin W, O'Riordan E, Dillon A, Harrington M, et al. A pilot study on the prevalence of lice in Irish beef cattle and the first Irish report of deltamethrin tolerance in Bovicola bovis. Ir Vet J. 2021;74(1):20. doi:10.1186/s13620-021-00198-y
32. Davlianidze TA, Eremina OYu. Sanitary and epidemiological significance and resistance to insecticides in the housefly Musca domestica. Plant Prot News. 2021;104(2):72-86. doi:10.31993/2308-6459-2021-104-2-14984
33. Khan HAA. Side effects of insecticidal usage in rice farming system on the non-target house fly Musca domestica in Punjab, Pakistan. Chemosphere. 2020;241:125056. doi:10.1016/j.chemosphere.2019.125056
34. Li Q, Huang J, Yuan J. Status and preliminary mechanism of resistance to insecticides in a field strain of housefly (Musca domestica, L). Rev Bras Entomol. 2018;62(4):311-4.
35. Kaufman PE, Nunez SC, Mann RS, Geden CJ, Scharf ME. Nicotinoid and pyrethroid insecticide resistance in houseflies (Diptera: Muscidae) collected from Florida dairies. Pest Manag Sci. 2010;66(3):290-4.
36. Brito LG, Barbieri FS, Rocha RB, Santos APL, Silva RR, Ribeiro ES, et al. Pyrethroid and organophosphate pesticide resistance in field populations of horn fly in Brazil. Med Vet Entomol. 2019;33(1):121-30. doi:10.1111/mve.12330
37. Ahmadi E, Khajehali J, Rameshgar F. Evaluation of resistance to permethrin, cypermethrin and deltamethrin in different populations of Musca domestica (L.), collected from the Iranian dairy cattle farms. J Asia Pac Entomol. 2020;23(2):277-84.
38. Bass C, Jones M. Editorial overview: Pests and resistance: Resistance to pesticides in arthropod crop pests and disease vectors: mechanisms, models and tools. Curr Opin Insect Sci. 2018;27:4-7.
39. van den Berg H, da Silva Bezerra HS, Al-Eryani S, Chanda E, Nagpal BN, Knox TB, et al. Recent trends in global insecticide use for disease vector control and potential implications for resistance management. Sci Rep. 2021;11(1):23867. doi:10.1038/s41598-021-03367-9
40. Khan Mirza F, Yarahmadi F, Lotfi Jalal-Abadi A, Meraaten AA. Enzymes mediating resistance to chlorpyriphos in Aphis fabae (Homoptera: Aphididae). Ecotoxicol Environ Saf. 2020;206:111335. doi:10.1016/j.ecoenv.2020.111335
41. Li D, Xu L, Liu H, Chen X, Zhou L. Metabolism and antioxidant activity of SlGSTD1 in Spodoptera litura as a detoxification enzyme to pyrethroids. Sci Rep. 2022;12(1):10108. doi:10.1038/s41598-022-14043-x
42. Mashlawi AM, Al-Nazawi AM, Noureldin EM, Alqahtani H, Mahyoub JA, Saingamsook J, et al. Molecular analysis of knockdown resistance (kdr) mutations in the voltage-gated sodium channel gene of Aedes aegypti populations from Saudi Arabia. Parasit Vectors. 2022;15(1):375. doi:10.1186/s13071-022-05525-y
43. Kamdar S, Farmani M, Akbarzadeh K, Jafari A, Gholizadeh S. Low Frequency of Knockdown Resistance Mutations in Musca domestica (Muscidae: Diptera) Collected from Northwestern Iran. J Med Entomol. 2019;56(2):501-5. doi:10.1093/jme/tjy177
44. Freeman JC, Ross DH, Scott JG. Insecticide resistance monitoring of house fly populations from the United States. Pestic Biochem Physiol. 2019;158:61-8. doi:10.1016/j.pestbp.2019.04.006
45. Li Y, Farnsworth CA, Coppin CW, Teese MG, Liu JW, Scott C, et al. Organophosphate and pyrethroid hydrolase activities of mutant Esterases from the cotton bollworm Helicoverpa armigera. PLoS One. 2013;8(10):e77685. doi:10.1371/journal.pone.0077685
46. Li Y, Liu J, Lu M, Ma Z, Cai C, Wang Y, et al. Bacterial Expression and Kinetic Analysis of Carboxylesterase 001D from Helicoverpa armigera. Int J Mol Sci. 2016;17(4):493. doi:10.3390/ijms17040493
47. Feyereisen R, Dermauw W, Van Leeuwen T. Genotype to phenotype, the molecular and physiological dimensions of resistance in arthropods. Pestic Biochem Physiol. 2015;121:61-77. doi:10.1016/j.pestbp.2015.01.004
48. Van Leeuwen T, Stillatus V, Tirry L. Genetic analysis and cross-resistance spectrum of a laboratory-selected chlorfenapyr resistant strain of two-spotted spider mite (Acari: Tetranychidae). Exp Appl Acarol. 2004;32(4):249-61. doi:10.1023/b:appa.0000023240.01937.6d
49. Ullah S, Shah RM, Shad SA. Genetics, realized heritability and possible mechanism of chlorfenapyr resistance in Oxycarenus hyalinipennis (Lygaeidae: Hemiptera). Pestic Biochem Physiol. 2016;133:91-6. doi:10.1016/j.pestbp.2016.02.007
50. Wang X, Wang J, Cao X, Wang F, Yang Y, Wu S, et al. Long-term monitoring and characterization of resistance to chlorfenapyr in Plutella xylostella (Lepidoptera: Plutellidae) from China. Pest Manag Sci. 2019;75(3):591-7. doi:10.1002/ps.5222