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Aparna S, Kumar ARV, Sotelo-Cardona P, Srinivasan R. Host plant selection is linked to performance in Phthorimaea absoluta (Lepidoptera: Gelechiidae). ENVIRONMENTAL ENTOMOLOGY 2024:nvae044. [PMID: 38828479 DOI: 10.1093/ee/nvae044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 04/17/2024] [Accepted: 05/07/2024] [Indexed: 06/05/2024]
Abstract
The evolution of oviposition preference in insects is considered a key evolutionary strategy in the context of host-plant interaction. It is hypothesized that insects maximize the survival and fitness of the subsequent generations by preferring specific host plant(s), known as the "preference-performance hypothesis." In this study, we tested whether adult host preference reflects the immature performance in an oligophagous insect, Phthorimaea absoluta Meyrick, a rapidly emerging invasive pest in Asia, Africa, and Europe. Based on a preliminary survey of the potential host plants of P. absoluta, we selected 6 Solanaceae species, namely, tomato, potato, eggplant, black nightshade, sweet pepper, and tobacco, for the oviposition preference studies. The results indicated that the tomato was the most preferred host in no-, dual- and multiple-choice assays, followed by potato, eggplant, and black nightshade. Subsequently, the insect life-table parameters were found to be superior on tomato compared to other hosts. The order of oviposition preference on the host plants was strongly correlated with the life-table parameters of P. absoluta. Thus, we provide clear evidence for the preference-performance hypothesis in the host selection behavior of P. absoluta. We also emphasize the necessity of conducting oviposition behavior research at various geographic locations to develop tailor-made integrated pest management programs.
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Affiliation(s)
- Shivanna Aparna
- Safe and Sustainable Value Chains Flagship Program, World Vegetable Center, South and Central Asia, ICRISAT Campus, Hyderabad, Telangana 502324, India
- Department of Agricultural Entomology, University of Agricultural Sciences, GKVK, Bengaluru, Karnataka 560065, India
| | - Amritha R V Kumar
- Department of Agricultural Entomology, University of Agricultural Sciences, GKVK, Bengaluru, Karnataka 560065, India
| | - Paola Sotelo-Cardona
- Safe and Sustainable Value Chains Flagship Program, World Vegetable Center, P.O. Box 42, Shanhua, Tainan 74199, Taiwan
| | - Ramasamy Srinivasan
- Safe and Sustainable Value Chains Flagship Program, World Vegetable Center, P.O. Box 42, Shanhua, Tainan 74199, Taiwan
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Tang Y, Zhang H, Zhu H, Bi S, Wang X, Ji S, Ji J, Ma D, Huang C, Zhang G, Yang N, Wan F, Lü Z, Liu W. DNA methylase 1 influences temperature responses and development in the invasive pest Tuta absoluta. INSECT MOLECULAR BIOLOGY 2024. [PMID: 38808749 DOI: 10.1111/imb.12919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 04/19/2024] [Indexed: 05/30/2024]
Abstract
DNA methylase 1 (Dnmt1) is an important regulatory factor associated with biochemical signals required for insect development. It responds to changes in the environment and triggers phenotypic plasticity. Meanwhile, Tuta absoluta Meyrick (Lepidoptera: Gelechiidae)-a destructive invasive pest-can rapidly invade and adapt to different habitats; however, the role of Dnmt1 in this organism has not been elucidated. Accordingly, this study investigates the mechanism(s) underlying the rapid adaptation of Tuta absoluta to temperature stress. Potential regulatory genes were screened via RNAi (RNA interference), and the DNA methylase in Tuta absoluta was cloned by RACE (Rapid amplification of cDNA ends). TaDnmt1 was identified as a potential regulatory gene via bioinformatics; its expression was evaluated in response to temperature stress and during different development stages using real-time polymerase chain reaction. Results revealed that TaDnmt1 participates in hot/cold tolerance, temperature preference and larval development. The full-length cDNA sequence of TaDnmt1 is 3765 bp and encodes a 1254 kDa protein with typical Dnmt1 node-conserved structural features and six conserved DNA-binding active motifs. Moreover, TaDnmt1 expression is significantly altered by temperature stress treatments and within different development stages. Hence, TaDnmt1 likely contributes to temperature responses and organismal development. Furthermore, after treating with double-stranded RNA and exposing Tuta absoluta to 35°C heat shock or -12°C cold shock for 1 h, the survival rate significantly decreases; the preferred temperature is 2°C lower than that of the control group. In addition, the epidermal segments become enlarged and irregularly folded while the surface dries up. This results in a significant increase in larval mortality (57%) and a decrease in pupation (49.3%) and eclosion (50.9%) rates. Hence, TaDnmt1 contributes to temperature stress responses and temperature perception, as well as organismal growth and development, via DNA methylation regulation. These findings suggest that the rapid geographic expansion of T absoluta has been closely associated with TaDnmt1-mediated temperature tolerance. This study advances the research on 'thermos Dnmt' and provides a potential target for RNAi-driven regulation of Tuta absoluta.
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Affiliation(s)
- Yanhong Tang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, Hubei Collaborative Innovation Center for Grain Industry, College of Agriculture, Yangtze University, Jingzhou, China
| | - Huifang Zhang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Huanqing Zhu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, Hubei Collaborative Innovation Center for Grain Industry, College of Agriculture, Yangtze University, Jingzhou, China
| | - Siyan Bi
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaodi Wang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Shunxia Ji
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jianhang Ji
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Dongfang Ma
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, Hubei Collaborative Innovation Center for Grain Industry, College of Agriculture, Yangtze University, Jingzhou, China
| | - Cong Huang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Guifen Zhang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Nianwan Yang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
- Western Agricultural Research Center, Chinese Academy of Agricultural Sciences, Changji, China
| | - Fanghao Wan
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zhichuang Lü
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Wanxue Liu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
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Yuan X, Zhang Y, Hu L, Sang W, Yang Z. Investigating the effects of species niche shifts on the potential distribution of Tuta absoluta (Lepidoptera: Gelechiidae) by using global occurrence data. JOURNAL OF INSECT SCIENCE (ONLINE) 2024; 24:8. [PMID: 38771255 PMCID: PMC11107378 DOI: 10.1093/jisesa/ieae059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 02/18/2024] [Accepted: 05/07/2024] [Indexed: 05/22/2024]
Abstract
Invasive species may occupy quite different environments in their invaded areas to native ones, which may intensively interfere with predicting potential distribution through ecological niche modeling (ENM). Here, we take the tomato leafminer Tuta absoluta Meyrick (Lepidoptera: Gelechiidae), a tomato pest, as an example to investigate this topic. We analyzed niche expansion, stability, unfilling, and Schoener's D by principal component analysis (PCA) ordination method to examine its realized niche shifts and to explore how ENM approaches are affected by niche shifts. We used 5 datasets: Asian, African, European, South American, and global occurrence records in this study. Results showed that high niche unfilling for the species' invaded areas in Asia (20%), Africa (12%), and Europe (37%), possibly due to T. absoluta being in the early stages of invasion. High niche expansion was observed in Asia (38%) and Europe (19%), implying that some European and Asian populations had reached new climatic areas. African niche had the most niche stability (94%) and was equivalent to the native one in climate space (PCA ordination method), but the n-dimensional climate space framework showed that they were different. When projecting the native model to Asia and Europe, the native model performed poorly, implying that the niche shifts affected the transferability of the native model. ENM based on global data outperformed than other models, and our results suggested that T. absoluta has a large potential distribution in Asia, Mexico, South Europe, the United States, and Australia. Meanwhile, we recommend updating ENMs based on the species' invasion stage.
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Affiliation(s)
- Xuejiao Yuan
- College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China
| | - Yuanyuan Zhang
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
- Beijing Biodiversity Conservation Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Luyi Hu
- College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China
| | - Weiguo Sang
- College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China
| | - Zheng Yang
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
- Beijing Biodiversity Conservation Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
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Maingi FM, Akutse KS, Ajene IJ, Omolo KM, Khamis FM. Immunological responses and gut microbial shifts in Phthorimaea absoluta exposed to Metarhizium anisopliae isolates under different temperature regimes. Front Microbiol 2023; 14:1258662. [PMID: 38029135 PMCID: PMC10666277 DOI: 10.3389/fmicb.2023.1258662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 10/18/2023] [Indexed: 12/01/2023] Open
Abstract
The invasive tomato leaf miner, Phthorimaea absoluta, is conventionally controlled through chemical insecticides. However, the rise of insecticide resistance has necessitated sustainable and eco-friendly alternatives. Entomopathogenic fungi (EPF) have shown potential due to their ability to overcome resistance and have minimal impact on non-target organisms. Despite this potential, the precise physiological mechanisms by which EPF acts on insect pests remain poorly understood. To attain a comprehensive understanding of the complex physiological processes that drive the successful control of P. absoluta adults through EPF, we investigated the impacts of different Metarhizium anisopliae isolates (ICIPE 665, ICIPE 20, ICIPE 18) on the pest's survival, cellular immune responses, and gut microbiota under varying temperatures. The study unveiled that ICIPE 18 caused the highest mortality rate among P. absoluta moths, while ICIPE 20 exhibited the highest significant reduction in total hemocyte counts after 10 days at 25°C. Moreover, both isolates elicited notable shifts in P. absoluta's gut microbiota. Our findings revealed that ICIPE 18 and ICIPE 20 compromised the pest's defense and physiological functions, demonstrating their potential as biocontrol agents against P. absoluta in tomato production systems.
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Affiliation(s)
- Felix Muendo Maingi
- International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya
- Department of Biochemistry, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Komivi Senyo Akutse
- International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya
- Unit for Environment Sciences and Management, North-West University, Potchefstroom, South Africa
| | - Inusa Jacob Ajene
- International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya
| | - Kevin Mbogo Omolo
- Department of Biochemistry, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
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Azrag AGA, Obala F, Tonnang HEZ, Hogg BN, Ndlela S, Mohamed SA. Predicting the impact of climate change on the potential distribution of the invasive tomato pinworm Phthorimaea absoluta (Meyrick) (Lepidoptera: Gelechiidae). Sci Rep 2023; 13:16477. [PMID: 37777630 PMCID: PMC10542767 DOI: 10.1038/s41598-023-43564-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 09/26/2023] [Indexed: 10/02/2023] Open
Abstract
Phthorimaea absoluta (Meyrick) (= Tuta absoluta) (Lepidoptera: Gelechiidae), is the most damaging insect pest threatening the production of tomato and other solanaceous vegetables in many countries. In this study, we predicted the risk of establishment and number of generations for P. absoluta in the current and future climatic conditions under two Shared Socioeconomic Pathways (SSP2-4.5 and SSP5-8.5) of the years 2050 and 2070 using insect life cycle modelling (ILCYM) software. We used a temperature-dependent phenology model to project three risk indices viz., establishment risk index (ERI), generation index (GI), and activity index (AI) based on temperature data. The model projected large suitable areas for P. absoluta establishment in the Southern hemisphere under current and future climatic scenarios, compared to the Northern part. However, the risk of P. absoluta is expected to increase in Europe, USA, Southern Africa, and some parts of Asia in the future. Under current conditions, P. absoluta can complete between 6 and 16 generations per year in suitable areas. However, an increase in GI between 1 and 3 per year is projected for most parts of the world in the future, with an increase in AI between 1 and 4. Our results provide information on the risk of establishment of P. absoluta which could guide decision-makers to develop control strategies adapted for specific agro-ecological zones.
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Affiliation(s)
- Abdelmutalab G A Azrag
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi, 00100, Kenya.
| | - Francis Obala
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi, 00100, Kenya
| | - Henri E Z Tonnang
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi, 00100, Kenya
| | - Brian N Hogg
- Invasive Species and Pollinator Health Research Unit, USDA-ARS, Albany, CA, 94710, USA
| | - Shepard Ndlela
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi, 00100, Kenya
| | - Samira A Mohamed
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi, 00100, Kenya
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Pandey M, Bhattarai N, Pandey P, Chaudhary P, Katuwal DR, Khanal D. A review on biology and possible management strategies of tomato leaf miner, Tuta absoluta (Meyrick), Lepidoptera: Gelechiidae in Nepal. Heliyon 2023; 9:e16474. [PMID: 37303528 PMCID: PMC10248037 DOI: 10.1016/j.heliyon.2023.e16474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 05/17/2023] [Accepted: 05/17/2023] [Indexed: 06/13/2023] Open
Abstract
Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae), Tomato Leaf Miner (TLM) moth, is one of the notorious oligophagous pests of solanaceous crops that mines primarily on mesophyll of leaves as well bore tomato fruits. In Nepal, T. absoluta, the pest that has a potential to create loss up to 100%, was detected in 2016 in a commercial tomato farm at Kathmandu. So, the farmers and researchers must heed for effective management contrivance to improve the yield of tomato in Nepal. The devastating nature of T. absoluta causes its unusual proliferation so that it needs dire study of its host range, potential damage and sustainable management strategies. We discussed the data and information on T. absoluta available in several research papers comprehensively and provided succinct information on occurrence of T. absoluta in the world, its biology, life cycle, host plants, yield loss due to T. absoluta and several novel control tactics which helps farmers, researchers, policy makers to sustainably rise the tomato production in Nepal as well as in global context to attain food security. Sustainable pest management strategies such as Integrated Pests Management (IPM) approaches incorporating and prioritizing biological control methods with usage of chemical pesticides with less toxic active ingredient can be encouraged to the farmers for controlling the pests sustainably.
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Affiliation(s)
- Meena Pandey
- Paklihawa Campus, Institute of Agriculture and Animal Science, Tribhuvan University, Bhairahawa, Rupandehi, Nepal
| | - Natasha Bhattarai
- Institute of Agriculture and Animal Science, Tribhuvan University, Kirtipur, Nepal
| | - Prashamsa Pandey
- Institute of Agriculture and Animal Science, Tribhuvan University, Kirtipur, Nepal
| | - Prashant Chaudhary
- Institute of Agriculture and Animal Science, Tribhuvan University, Kirtipur, Nepal
| | - Dharma Raj Katuwal
- Institute of Agriculture and Animal Science, Tribhuvan University, Kirtipur, Nepal
| | - Dipak Khanal
- Paklihawa Campus, Institute of Agriculture and Animal Science, Tribhuvan University, Bhairahawa, Rupandehi, Nepal
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Erasmus R, van den Berg J, van Rensburg PJ, du Plessis H. Residual activity of spinosad applied as a soil drench to tomato seedlings for control of Tuta absoluta. PEST MANAGEMENT SCIENCE 2023; 79:1860-1867. [PMID: 36655285 DOI: 10.1002/ps.7366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 01/09/2023] [Accepted: 01/19/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Tuta absoluta (Lepidoptera: Gelechiidae) is difficult to control by means of foliar insecticides, partly because of the endophytic feeding behavior of its larvae. The biopesticide spinosad is applied as a foliar spray for control of T. absoluta and has systemic properties when applied as a soil drench to the growing medium of tomato plants. The aims of this study were to determine the: (i) instar-dependent tolerance of larvae to spinosad; (ii) efficacy of spinosad drench application for the control of larvae; (iii) residual period of systemic activity of spinosad in leaves and fruit after drenching; and (iv) effect of spinosad drenching on tomato plant growth parameters. RESULTS The estimated LC50 value (Lethal Concentration at which 50% of the larvae died) differed between instars. The LC50 for second-instar larvae (0.41 ppm) to spinosad was significantly lower than that for third- (0.64 ppm) and fourth-instar (0.63 ppm) larvae. The LC80 value (Concentration at which 80% of the larvae died) for fourth-instar larvae (2.48 ppm) was 2.6- and 1.7-fold higher than that for the second- and third-instar larvae, respectively. The spinosad concentration recorded in leaves at 25 days after treatment (DAT; 0.26 μg g-1 ) was significantly lower than that in leaves sampled at 3, 10 and 15 DAT. High larval mortalities were, however, recorded for the duration of the experiment, which lasted 25 days (equivalent to one T. absoluta generation). CONCLUSION Systemic spinosad effectively controlled T. absoluta larvae over a prolonged period. However, drenching this insecticide violates the recommendation of the Insecticide Resistance Action Committee to avoid treating consecutive insect generations with the same mode of action and can therefore result in the evolution of insecticide resistance. © 2023 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Reynardt Erasmus
- Unit for Environmental Sciences and Management, IPM Program, North-West University, Potchefstroom, South Africa
| | - Johnnie van den Berg
- Unit for Environmental Sciences and Management, IPM Program, North-West University, Potchefstroom, South Africa
| | | | - Hannalene du Plessis
- Unit for Environmental Sciences and Management, IPM Program, North-West University, Potchefstroom, South Africa
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Adams B, Yusuf AA, Torto B, Khamis FM. Non-host plant odors influence the tritrophic interaction between tomato, its foliar herbivore Tuta absoluta and mirid predator Nesidiocoris tenuis. FRONTIERS IN PLANT SCIENCE 2023; 14:1014865. [PMID: 37035056 PMCID: PMC10076674 DOI: 10.3389/fpls.2023.1014865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 03/10/2023] [Indexed: 06/19/2023]
Abstract
The tomato leafminer, Tuta absoluta is a destructive invasive pest of cultivated tomato and other Solanaceae plants, with yield losses of 80-100%. Mirid predators are key natural enemies of T. absoluta, but they also feed on host plants in the absence of their prey. Management of T. absoluta is a challenge due to its high biotic potential, resistance to many insecticides and the absence of sufficiently adapted auxiliary fauna in its new dispersion zones. Olfaction plays an important role in the tritrophic interaction between tomato, its herbivore pest T. absoluta and its mirid predators, which can be influenced by non-host plant odors. However, how non-host odours shape this interaction is poorly understood. Previously, we had demonstrated belowground crop protection properties of certain Asteraceae plants against the root-knot nematode Meloidogyne incognita, pest of tomato and other Solanaceae plants. Additionally, Asteraceae plants impact negatively on feeding behavior of above-ground pests of Solanaceae plants, including the greenhouse whitefly (Trialeurodes vaporariorum) and green peach aphid (Myzus persicae). Here, we tested the hypothesis that foliar volatiles from some of these non-host Asteraceae plants can influence the tomato-T. absoluta-mirid predator tritrophic interaction. In olfactometer assays, T. absoluta females were attracted to volatiles of the Solanaceae host plants tomato and giant nightshade but avoided volatiles of the Asteraceae plants, blackjack and marigold, and the positive control, wild tomato, when tested alone or in combination with the host plants. Coupled gas chromatography-mass spectrometry analysis showed that host and non-host plants varied in their emission of volatiles, mainly monoterpenes and sesquiterpenes. Random forest analysis combined with behavioral assays identified monoterpenes as the host plant attractive blend to T. absoluta and its mirid predator, with sesquiterpenes identified as the non-host plant repellent blend against T. absoluta. Contrastingly, the mirid predator was indifferent to the non-host plant repellent sesquiterpenes. Our findings indicate that terpenes influence the tomato-T. absoluta-mirid predator tritrophic interaction. Further, our results emphasize the importance of studying crop protection from a holistic approach to identify companion crops that serve multi-functional roles.
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Affiliation(s)
- Bashiru Adams
- Department of Behavioural and Chemical Ecology, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya
- Department of Zoology and Entomology, University of Pretoria, Hatfield, South Africa
| | - Abdullahi Ahmed Yusuf
- Department of Zoology and Entomology, University of Pretoria, Hatfield, South Africa
| | - Baldwyn Torto
- Department of Behavioural and Chemical Ecology, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya
- Department of Zoology and Entomology, University of Pretoria, Hatfield, South Africa
| | - Fathiya Mbarak Khamis
- Department of Behavioural and Chemical Ecology, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya
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Rane R, Walsh TK, Lenancker P, Gock A, Dao TH, Nguyen VL, Khin TN, Amalin D, Chittarath K, Faheem M, Annamalai S, Thanarajoo SS, Trisyono YA, Khay S, Kim J, Kuniata L, Powell K, Kalyebi A, Otim MH, Nam K, d’Alençon E, Gordon KHJ, Tay WT. Complex multiple introductions drive fall armyworm invasions into Asia and Australia. Sci Rep 2023; 13:660. [PMID: 36635481 PMCID: PMC9837037 DOI: 10.1038/s41598-023-27501-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 01/03/2023] [Indexed: 01/14/2023] Open
Abstract
The fall armyworm (FAW) Spodoptera frugiperda is thought to have undergone a rapid 'west-to-east' spread since 2016 when it was first identified in western Africa. Between 2018 and 2020, it was recorded from South Asia (SA), Southeast Asia (SEA), East Asia (EA), and Pacific/Australia (PA). Population genomic analyses enabled the understanding of pathways, population sources, and gene flow in this notorious agricultural pest species. Using neutral single nucleotide polymorphic (SNP) DNA markers, we detected genome introgression that suggested most populations in this study were overwhelmingly C- and R-strain hybrids (n = 252/262). SNP and mitochondrial DNA markers identified multiple introductions that were most parsimoniously explained by anthropogenic-assisted spread, i.e., associated with international trade of live/fresh plants and plant products, and involved 'bridgehead populations' in countries to enable successful pest establishment in neighbouring countries. Distinct population genomic signatures between Myanmar and China do not support the 'African origin spread' nor the 'Myanmar source population to China' hypotheses. Significant genetic differentiation between populations from different Australian states supported multiple pathways involving distinct SEA populations. Our study identified Asia as a biosecurity hotspot and a FAW genetic melting pot, and demonstrated the use of genome analysis to disentangle preventable human-assisted pest introductions from unpreventable natural pest spread.
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Affiliation(s)
- Rahul Rane
- grid.1016.60000 0001 2173 2719CSIRO, 343 Royal Parade, Parkville, Melbourne, VIC 3052 Australia ,grid.1004.50000 0001 2158 5405Applied BioSciences, Macquarie University, Sydney, NSW Australia
| | - Thomas K. Walsh
- grid.1016.60000 0001 2173 2719CSIRO, Black Mountain Laboratories, Clunies Ross Street, Canberra, ACT 2601 Australia ,grid.1004.50000 0001 2158 5405Applied BioSciences, Macquarie University, Sydney, NSW Australia
| | - Pauline Lenancker
- grid.467576.1Sugar Research Australia, 71378 Bruce Highway, Gordonvale, QLD 4865 Australia
| | - Andrew Gock
- grid.1016.60000 0001 2173 2719CSIRO, Black Mountain Laboratories, Clunies Ross Street, Canberra, ACT 2601 Australia
| | - Thi Hang Dao
- Plant Protection Research Institute, Hanoi, Vietnam
| | | | | | - Divina Amalin
- grid.411987.20000 0001 2153 4317Department of Biology, De La Salle University, Manila, Philippines
| | | | - Muhammad Faheem
- CAB International Southeast Asia, Serdang, Kuala Lumpur, Malaysia
| | | | | | - Y. Andi Trisyono
- grid.8570.a0000 0001 2152 4506Department of Plant Protection, Faculty of Agriculture, Universitas Gadjah Mada, Depok, Indonesia
| | - Sathya Khay
- grid.473388.3Plant Protection Division of CARDI, Ministry of Agriculture, Forestry and Fisheries, Phnom Penh, Cambodia
| | - Juil Kim
- grid.412010.60000 0001 0707 9039College of Agriculture and Life Science, Kangwon National University, Chuncheon, Republic of Korea
| | - Lastus Kuniata
- grid.473451.0New Britain Palm Oil, Ramu Agri Industry Ltd., Lae, Papua New Guinea
| | - Kevin Powell
- grid.467576.1Sugar Research Australia, 71378 Bruce Highway, Gordonvale, QLD 4865 Australia
| | | | - Michael H. Otim
- grid.463519.c0000 0000 9021 5435National Crops Resources Research Institute, Namulonge, Kampala, Uganda
| | - Kiwoong Nam
- grid.503158.aDGIMI, Université Montpellier, INRAE, Montpellier, France
| | | | - Karl H. J. Gordon
- grid.1016.60000 0001 2173 2719CSIRO, Black Mountain Laboratories, Clunies Ross Street, Canberra, ACT 2601 Australia
| | - Wee Tek Tay
- CSIRO, Black Mountain Laboratories, Clunies Ross Street, Canberra, ACT, 2601, Australia. .,Applied BioSciences, Macquarie University, Sydney, NSW, Australia.
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Zink FA, Tembrock LR, Timm AE, Gilligan TM. A Droplet Digital PCR (ddPCR) Assay to Detect Phthorimaea absoluta (Lepidoptera: Gelechiidae) in Bulk Trap Samples. JOURNAL OF ECONOMIC ENTOMOLOGY 2022; 115:2125-2129. [PMID: 36354050 DOI: 10.1093/jee/toac177] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Indexed: 06/16/2023]
Abstract
The moth species Phthorimaea absoluta (Meyrick) (formerly Tuta absoluta) is serious threat to tomato and other Solanaceous crops worldwide and is invasive throughout Europe, Asia, and Africa. While P. absoluta has not yet been found in the U.S. recent detections in the Caribbean have raised concerns that the species could be introduced to mainland North America. To improve detection capacity, a droplet digital PCR (ddPCR) assay was developed that employs a nondestructive bulk DNA extraction method able to detect one P. absoluta sample among 200 nontargets. Such high-throughput and sensitive molecular assays are essential to preventing introductions through early detection and response. This assay can also be used in areas where P. absoluta is established to monitor outbreaks and track migratory patterns.
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Affiliation(s)
- Frida A Zink
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO 80523, USA
| | - Luke R Tembrock
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO 80523, USA
| | - Alicia E Timm
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO 80523, USA
| | - Todd M Gilligan
- USDA-APHIS-PPQ-Science & Technology, Pest Identification Technology Laboratory, Fort Collins, CO 80526, USA
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Zang LS, Akhtar ZR, Ali A, Tariq K, Campos MR. Flubendiamide Resistance and Its Mode of Inheritance in Tomato Pinworm Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae). INSECTS 2022; 13:1023. [PMID: 36354846 PMCID: PMC9693368 DOI: 10.3390/insects13111023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 11/02/2022] [Accepted: 11/03/2022] [Indexed: 06/16/2023]
Abstract
Tomato pinworm, Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae) is the major pest of tomato crops in Pakistan. Insecticides are commonly used for the management of this insect-pest. To develop a better insecticide resistance management strategy and evaluate the risk of resistance evolution, a field collected population of the tomato pinworm was selected with flubendiamide in the laboratory. We investigated the genetics of flubendiamide resistance and concentration-mortality response to other insecticides by selecting a field strain of tomato pinworm with commercial flubendiamide formulation. Tuta absoluta was reciprocally crossed with resistant strain (Fluben-R) and was selected up to 13 generations, while F1 progeny was back-crossed with resistant parent (Fluben-R). The results of LC50 and Resistance Ratio (RR) demonstrated a higher resistance developed in field and laboratory-selected strains (G2 and G13, respectively). Field-collected and laboratory-selected (Fluben-R) strains demonstrated higher intensity of concentration-mortality response against chlorantraniliprole, thiamethoxam, permethrin, abamectin and tebufenozide compared to susceptible ones. Based on the overlapping of 95% FL, it demonstrated significant differences, revealing that it was not sex linked (autosomal) with no maternal effects. The backcross analysis of the F1´ resistant parent resulting in significant differences at all concentrations suggests that resistance is controlled by more than one factor; the null hypothesis was rejected and inheritance was under polygenic control. Resistance progression from 38 to 550 folds demonstrated that T. absoluta can develop a higher level of resistance to flubendiamide. Concentration-mortality response experiments demonstrated that the LC50 of some tested insecticides was higher for field-collected and laboratory-selected strains, suggesting that resistance mechanisms should be studied at a molecular level for better understanding. These results could be helpful to design resistance management strategies against the tomato pinworm.
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Affiliation(s)
- Lian-Sheng Zang
- Key Laboratory of Green Pesticide and Agricultural Bioengineering, Guizhou University, Guiyang 550025, China
| | - Zunnu Raen Akhtar
- Department of Entomology, University of Agriculture Faisalabad, Faisalabad 38000, Pakistan
| | - Asad Ali
- Department of Entomology, Abdul Wali Khan University Mardan, Mardan 23200, Pakistan
| | - Kaleem Tariq
- Department of Entomology, Abdul Wali Khan University Mardan, Mardan 23200, Pakistan
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Azrag AG, Mohamed SA, Ndlela S, Ekesi S. Predicting the habitat suitability of the invasive white mango scale, Aulacaspis tubercularis; Newstead, 1906 (Hemiptera: Diaspididae) using bioclimatic variables. PEST MANAGEMENT SCIENCE 2022; 78:4114-4126. [PMID: 35657692 DOI: 10.1002/ps.7030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 05/16/2022] [Accepted: 06/03/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The white mango scale, Aulacaspis tubercularis (Hemiptera: Diaspididae), is an invasive pest that threatens the production of several crops of commercial value including mango. Though it is an important pest, little is known about its biology and ecology. Specifically, information on habitat suitability of A. tubercularis occurrence and potential distribution under climate change is largely unknown. In this study, we used four ecological niche models, namely maximum entropy, random forest, generalized additive models, and classification and regression trees to predict the habitat suitability of A. tubercularis under current and future [representative concentration pathways (RCPs): RCP4.5 and RCP8.5 of the year 2070] climatic scenarios, using bioclimatic variables. Models' performance was evaluated using the true skill statistic (TSS), the area under the curve (AUC), correlation (COR), and the deviance. RESULTS All models sufficiently predicted the occurrence of A. tubercularis with high accuracy (AUC ≥ 0.93, TSS ≥ 0.81 and COR ≥ 0.77). The random forest algorithm had the highest accuracy among the four models (AUC = 0.99, TSS = 0.93, COR = 0.90, deviance = 0.26). Temperature seasonality (Bio4), mean temperature of the driest quarter (Bio9), and precipitation seasonality (Bio15) were the most important variables influencing A. tubercularis occurrence. Models' predictions showed that countries in east, south, and west Africa are highly suitable for A. tubercularis establishment under current conditions. Similarly, Mexico, Brazil, India, Myanmar, Bangladesh, Thailand, Laos, Vietnam, and Cambodia are also highly suitable for the pest to thrive. Under future conditions, the suitable areas might slightly decrease in many countries of sub-Saharan Africa under both RCPs. However, the range of expansion of A. tubercularis is projected to be higher in Australia, Brazil, Spain, Italy, and Portugal under the future climatic scenarios. CONCLUSION The results reported here will be useful for guiding decision-making, developing an effective management strategy, and serving as an early warning tool to prevent further spread toward new areas. © 2022 Society of Chemical Industry.
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Affiliation(s)
- Abdelmutalab Ga Azrag
- International Centre of Insect Physiology and Ecology (ICIPE), Nairobi, Kenya
- Department of Crop Protection, Faculty of Agricultural Sciences, University of Gezira, Wad Medani, Sudan
| | - Samira A Mohamed
- International Centre of Insect Physiology and Ecology (ICIPE), Nairobi, Kenya
| | - Shepard Ndlela
- International Centre of Insect Physiology and Ecology (ICIPE), Nairobi, Kenya
| | - Sunday Ekesi
- International Centre of Insect Physiology and Ecology (ICIPE), Nairobi, Kenya
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Mama Sambo S, Ndlela S, du Plessis H, Obala F, Mohamed SA. Identification, Microhabitat, and Ecological Niche Prediction of Two Promising Native Parasitoids of Tuta absoluta in Kenya. INSECTS 2022; 13:insects13060496. [PMID: 35735832 PMCID: PMC9225270 DOI: 10.3390/insects13060496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 05/12/2022] [Accepted: 05/19/2022] [Indexed: 01/27/2023]
Abstract
Simple Summary Since the arrival of Tuta absoluta, a multivoltine insect species whose larvae develop in leaves, fruits, flowers, buds, and stems of tomatoes, producers are facing one of its biggest production challenges. The pest continues to invade new areas, causing heavy losses in the tomato value chain. Sprays of synthetic insecticides have shown very low efficacy on this pest because of its inclination to develop resistance to various insecticide-active ingredients. Biological control is one of the most promising solutions for the management of this pest. In this work, we investigated the most efficient indigenous parasitoids associated with T. absoluta in Kenya and their preferable habitat and ecological niche suitability. We identified two species, Stenomesius sp. near japonicus and Bracon nigricans, with up to 17% and 21% parasitism respectively. Stenomesius sp. near japonicus was more abundant in greenhouses and non-insecticide-treated tomatoes while B. nigricans was more abundant in the field tomatoes with a low abundance of Nesidiocoris tenuis. The ecological niche of these two species showed that B. nigricans was suitable for establishment in sub-Saharan Africa, a big part of South America, and Australia in both current and future scenarios. Abstract Associations between the South American tomato pinworm, Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae), and its native parasitoids need to be updated to increase the implementation of pest control strategies. In this study, T. absoluta-infested tomato plants were collected from three regions in Kenya. The emerged parasitoids were identified, and their abundance was correlated with agroecological parameters, viz. cropping systems, and the abundance of the predator Nesidiocoris tenuis Reuter (Hemiptera: Miridae). The study further conducted a habitat suitability prediction for the identified parasitoids. Two parasitoid species, Bracon nigricans (Szépligeti) (Hymenoptera: Braconidae) and Stenomesius sp. near japonicus (Ashmead) (Hymenoptera: Eulophidae) emerged from T. absoluta immature stages, with parasitism rates ranging from 0 to 21% and 0 to 17% respectively. Insecticide application and open field cropping negatively influenced the parasitism by S. sp. nr japonicus. Low occurrence of N. tenuis positively affected B. nigricans parasitism. The predicted occurrence of parasitoid species indicated vast suitable areas for B. nigricans in sub-Saharan Africa, Australia, and South America. Low suitability was observed for S. sp. nr japonicus in Africa. Therefore, native parasitoids, especially B. nigricans could be considered for implementation as a biocontrol agent in the Integrated Pest Management program of T. absoluta.
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Affiliation(s)
- Sahadatou Mama Sambo
- International Centre of Insect Physiology and Ecology (icipe), Nairobi P.O. Box 30772-00100, Kenya; (S.N.); (F.O.)
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom 2520, South Africa;
- Correspondence: (S.M.S.); (S.A.M.)
| | - Shepard Ndlela
- International Centre of Insect Physiology and Ecology (icipe), Nairobi P.O. Box 30772-00100, Kenya; (S.N.); (F.O.)
| | - Hannalene du Plessis
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom 2520, South Africa;
| | - Francis Obala
- International Centre of Insect Physiology and Ecology (icipe), Nairobi P.O. Box 30772-00100, Kenya; (S.N.); (F.O.)
| | - Samira Abuelgasim Mohamed
- International Centre of Insect Physiology and Ecology (icipe), Nairobi P.O. Box 30772-00100, Kenya; (S.N.); (F.O.)
- Correspondence: (S.M.S.); (S.A.M.)
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Early R, Rwomushana I, Chipabika G, Day R. Comparing, evaluating and combining statistical species distribution models and CLIMEX to forecast the distributions of emerging crop pests. PEST MANAGEMENT SCIENCE 2022; 78:671-683. [PMID: 34647405 DOI: 10.1002/ps.6677] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 09/14/2021] [Accepted: 10/13/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Forecasting the spread of emerging pests is widely requested by pest management agencies in order to prioritise and target efforts. Two widely used approaches are statistical Species Distribution Models (SDMs) and CLIMEX, which uses ecophysiological parameters. Each have strengths and weaknesses. SDMs can incorporate almost any environmental condition and their accuracy can be formally evaluated to inform managers. However, accuracy is affected by data availability and can be limited for emerging pests, and SDMs usually predict year-round distributions, not seasonal outbreaks. CLIMEX can formally incorporate expert ecophysiological knowledge and predicts seasonal outbreaks. However, the methods for formal evaluation are limited and rarely applied. We argue that both approaches can be informative and complementary, but we need tools to integrate and evaluate their accuracy. Here we develop such an approach, and test it by forecasting the potential global range of the tomato pest Tuta absoluta. RESULTS The accuracy of previously developed CLIMEX and new statistical SDMs were comparable on average, but the best statistical SDM techniques and environmental data substantially outperformed CLIMEX. The ensembled approach changes expectations of T. absoluta's spread. The pest's environmental tolerances and potential range in Africa, the Arabian Peninsula, Central Asia and Australia will be larger than previous estimates. CONCLUSION We recommend that CLIMEX be considered one of a suite of SDM techniques and thus evaluated formally. CLIMEX and statistical SDMs should be compared and ensembled if possible. We provide code that can be used to do so when employing the biomod suite of SDM techniques. © 2021 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Regan Early
- Centre for Ecology and Conservation, Exeter University, Penryn, UK
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Mohamed SA, Azrag AGA, Obala F, Ndlela S. Estimating the Demographic Parameters of Tuta absoluta (Lepidoptera: Gelechiidae) Using Temperature-Dependent Development Models and Their Validation under Fluctuating Temperature. BIOLOGY 2022; 11:biology11020181. [PMID: 35205048 PMCID: PMC8869599 DOI: 10.3390/biology11020181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 12/18/2021] [Accepted: 12/21/2021] [Indexed: 02/01/2023]
Abstract
Simple Summary Tuta absoluta is an invasive insect pest that has spread widely and established itself in many countries since its first detection in Spain in 2006. The devastating moth originates in South America and attacks tomato and other solanaceous vegetables, leading to huge losses in yield and potential income particularly for small-scale farmers who often lack the resources and knowledge to manage the pest. In most cases, farmers have resorted to the indiscriminate application of broad-spectrum synthetic pesticides, which in most cases are not registered and are often used at high doses. This has resulted in the pest developing resistance to most major classes of pesticides. In addition, the non-selective use of toxic pesticides has resulted in negative effects on the health of users, consumers, and non-target organisms such as pollinators and natural enemies of insect pests. Various tactics aimed at controlling T. absoluta have been developed and are at different stages of adoption by farmers. To ensure that they are effective, sustainable, and friendly to both users and the environment, there is a need for a comprehensive understanding of the pest’s biology and ecology. To this effect, the present study developed models to predict intricate details of the pest’s development, survival, and reproduction using data generated in laboratory studies. Among other important findings, the study reports that temperatures between 20–25 °C are ideal for the development, survival, reproduction, and increase in the population of T. absoluta. These findings are vital in developing strategies in managing the pest, especially in light of global climate change. Abstract The tomato leafminer, Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae) is an invasive pest that devastates the production of tomatoes and other solanaceous vegetables. Since its trans-Atlantic invasion in 2006, T. absoluta has spread and established in many countries across the Afro-Eurasian Supercontinent, causing huge yield losses. This study aimed to determine the relationship between temperature and the life history traits of T. absoluta and provide the thermal thresholds for development using life cycle modelling. Linear and non-linear models were fitted to life table data collected at five constant temperatures of 15, 20, 25, 30, and 35 °C, with Relative Humidity 70 ± 5% and photoperiod 12L:12D. Another experiment was conducted at fluctuating temperatures to validate the laboratory results. Tuta absoluta completed its life cycle at temperatures between 15 and 35 °C. The development time ranged between 4.0–11 days, 6.3–16.0 days, and 5.4–20.7 days for egg, larva, and pupa, respectively. The lowest thermal threshold was estimated at 8.10, 7.83, and 11.62 °C, respectively for egg, larva, and pupa. While the optimum temperature for T. absoluta immature stages survival and female fecundity were predicted at a temperature range of 21–23 °C. The intrinsic rate of increase (rm), gross reproductive (GRR), and net reproductive (Ro) rates were significantly higher at temperatures between 20–25 °C. The model validation outcome showed similarities between observed and simulated values for development time, mortality rate, and life table parameters, attesting to the quality of the phenology model. Our results will help in predicting the effect of climate warming on the distribution and population dynamics of T. absoluta. Furthermore, the results could be used to develop management strategies adapted to different agroecological zones.
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Affiliation(s)
- Samira Abuelgasim Mohamed
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya; (S.A.M.); (F.O.); or (S.N.)
| | - Abdelmutalab G. A. Azrag
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya; (S.A.M.); (F.O.); or (S.N.)
- Department of Crop Protection, Faculty of Agricultural Sciences, University of Gezira, P.O. Box 20, Wad Medani 21111, Sudan
- Correspondence: or
| | - Francis Obala
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya; (S.A.M.); (F.O.); or (S.N.)
| | - Shepard Ndlela
- International Centre of Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya; (S.A.M.); (F.O.); or (S.N.)
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Kinyanjui G, Khamis FM, Ombura FLO, Kenya EU, Ekesi S, Mohamed SA. Distribution, abundance and natural enemies of the invasive tomato leafminer, Tuta absoluta (Meyrick) in Kenya. BULLETIN OF ENTOMOLOGICAL RESEARCH 2021; 111:1-16. [PMID: 33998427 DOI: 10.1017/s0007485321000304] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Tuta absoluta (Meyrick) has become a serious menace to sustainable production of tomato in Kenya. A survey was conducted between April 2015 and June 2016 to determine its distribution, abundance, infestation, and damage levels on tomato, and associated natural enemies. Trap counts of T. absoluta moths were recorded in all surveyed 29 counties, which indicated its nationwide distribution irrespective of altitude. Tuta absoluta was present in both open fields and greenhouses. The highest moth/trap/day was 115.38 ± 15.90. Highest leaf infestation was 92.22% and the highest number of mines and larvae per leaf were 3.71 ± 0.28 and 2.16 ± 0.45, respectively. Trap captures in terms of moth/trap/day were linearly and positively related to leaf infestations in open fields (R2 = 0.81) and greenhouses (R2 = 0.61). Highest fruits' infestation and damage were 60.00 and 59.61%, respectively, while the highest number of mines per fruit was 7.50 ± 0.50. Nesidiocoris tenuis (Reuter) and Macrolophus pygmaeus (Rambur) were identified as predators of T. absoluta larvae. Nine species of larval parasitoids were recovered from infested foliage, with a combined parasitism of 7.26 ± 0.65%. Hockeria species was the most dominant (31.25%) and accounted for 12.88 ± 1.47% parasitism. Two species of larval parasitoids, Hockeria and Necremnus were obtained from sentinel plants with an average parasitism of 1.13 ± 0.25. The overall abundance and parasitism rates of recovered natural enemies were low to effectively control the field populations of T. absoluta. These findings form the basis of researching and developing effective and sustainable management strategies for the pest.
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Affiliation(s)
- G Kinyanjui
- International Centre of Insect Physiology and Ecology (icipe), P. O. Box 30772-00100, Nairobi, Kenya
- Department of Biological Sciences, University of Embu, P.O. Box 6-60100, Embu, Kenya
| | - F M Khamis
- International Centre of Insect Physiology and Ecology (icipe), P. O. Box 30772-00100, Nairobi, Kenya
| | - F L O Ombura
- International Centre of Insect Physiology and Ecology (icipe), P. O. Box 30772-00100, Nairobi, Kenya
| | - E U Kenya
- Department of Biological Sciences, University of Embu, P.O. Box 6-60100, Embu, Kenya
| | - S Ekesi
- International Centre of Insect Physiology and Ecology (icipe), P. O. Box 30772-00100, Nairobi, Kenya
| | - S A Mohamed
- International Centre of Insect Physiology and Ecology (icipe), P. O. Box 30772-00100, Nairobi, Kenya
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Abdelmaksoud NM, Abdel-Aziz NF, Sammour EA, Agamy EAEM, El-Bakry AM, Kandil MAH. Influence of insect traps and insecticides sequential application as a tactic for management of tomato leafminer, Tuta absoluta (Meyrick), (Lepidoptera: Gelechiidae). BULLETIN OF THE NATIONAL RESEARCH CENTRE 2020; 44:123. [DOI: 10.1186/s42269-020-00376-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 07/02/2020] [Indexed: 09/02/2023]
Abstract
Abstract
Background
Tomato crop, Lycopersicon esculentum L. (Solanaceae), usually attacked by many insect species, including the tomato leafminer, Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae), where its larvae cause damage up to 80–100% by due to its feeding habits by making tunnels in all tomato parts. The influence of insect traps application and insecticides sequential as a tactic for T. absoluta management was carried out.
Results
Sex pheromone and sticky traps were used for mass trapping this pest; sex pheromone traps were more effective than the sticky one; the number of caught insects was higher in the untreated plots than the treated one. Also, the general mean number of captured insects by sex pheromone traps was 432.89 and 633.40 (vegetative stage) and 691.3 and 1865.5 (fruiting stage) adults/trap/week, for treatment and control, respectively. When the first infestation appeared, the non-conventional insecticides were consecutively sprayed once/week for 3 weeks with the following order: Radiant, Coragen, and Emperor (during the vegetative stage). After that, the formulated essential oils Nimbecidine (commercial) and Rosa (prepared) were respectively sprayed twice/week for 2 weeks (during the fruiting stage). The general average of reduction in infestation reached 95.81% when non-conventional insecticides were used, while it reached 92.15% when the formulated essential oils were used. Finally, at the end of the experiment, promising mean reduction in infestation reached 93.98% was achieved. Yield of marketable healthy fruits was recorded and expressed as ton/feddan. Treatments gave significantly higher yield over untreated control. The tomato yield reached 28.25 t/fed. compared with control (8.35 t/fed.), which gain 19.94 t/fed. equal to 238.32% more than the untreated control.
Conclusions
The results indicated that insect traps and insecticides sequential application as a tactic for management T. absoluta were more effective; the rotation of insecticides avoid build up resistance and achieved satisfied reduction (93.98%) in the infestation and high yield production.
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Tarusikirwa VL, Machekano H, Mutamiswa R, Chidawanyika F, Nyamukondiwa C. Tuta absoluta (Meyrick) (Lepidoptera: Gelechiidae) on the "Offensive" in Africa: Prospects for Integrated Management Initiatives. INSECTS 2020; 11:E764. [PMID: 33171892 PMCID: PMC7694550 DOI: 10.3390/insects11110764] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 09/08/2020] [Accepted: 09/16/2020] [Indexed: 11/16/2022]
Abstract
The South American tomato pinworm Tuta absoluta (Meyrick) has aggressively invaded the African continent. Since its first detection in North Africa in Morocco and Tunisia in 2008, it has successfully invaded the entire southern, eastern and western Africa, where it has been on the offensive, causing significant damage to Solanaceous food crops. While control of this prolific invader is primarily based on conventional synthetic pesticides, this form of control is consistently losing societal approval owing to (1) pesticide resistance development and consequential loss of field efficacy; (2) growing public health concerns; (3) environmental contamination and loss of biological diversity and its associated ecological services; and (4) unsustainable costs, particularly for resource-poor African farmers. As such, more ecologically sound pest management strategies, e.g., the use of natural substances (NSs), may offer a more sustainable approach to tackling this offensive. A systematic literature search through digital libraries and online databases (JSTOR, PubMed, Web of Science, SCOPUS and Google Scholar) was conducted using predetermined keywords on T. absoluta, e.g., South American tomato pinworm. We use this to explain the invasion of T. absoluta in Africa, citing mechanisms facilitating African invasion and exploring the potential of its control using diverse biological control agents, natural and low-risk substances. Specifically, we explore how botanicals, entomopathogens, semiochemicals, predators, parasitoids, host plant resistance, sterile insect technique and others have been spatially employed to control T. absoluta and discuss the potential of these control agents in African landscapes using more integrated approaches. We discuss the use of NSs as assets to general insect pest control, some potential associated liabilities and explain the potential use and barriers to adoption in African systems from a legislative, economic, ecological and social standpoint.
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Affiliation(s)
- Vimbai L. Tarusikirwa
- Department of Biological Sciences and Biotechnology, Botswana International University of Science and Technology, Palapye, Botswana; (V.L.T.); (H.M.)
| | - Honest Machekano
- Department of Biological Sciences and Biotechnology, Botswana International University of Science and Technology, Palapye, Botswana; (V.L.T.); (H.M.)
| | - Reyard Mutamiswa
- Department of Zoology and Entomology, University of the Free State, P.O. Box 339, Bloemfontein 9300, South Africa; (R.M.); (F.C.)
| | - Frank Chidawanyika
- Department of Zoology and Entomology, University of the Free State, P.O. Box 339, Bloemfontein 9300, South Africa; (R.M.); (F.C.)
| | - Casper Nyamukondiwa
- Department of Biological Sciences and Biotechnology, Botswana International University of Science and Technology, Palapye, Botswana; (V.L.T.); (H.M.)
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Mkonyi L, Rubanga D, Richard M, Zekeya N, Sawahiko S, Maiseli B, Machuve D. Early identification of Tuta absoluta in tomato plants using deep learning. SCIENTIFIC AFRICAN 2020. [DOI: 10.1016/j.sciaf.2020.e00590] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Venkatramanan S, Wu S, Shi B, Marathe A, Marathe M, Eubank S, Sah LP, Giri AP, Colavito LA, Nitin KS, Sridhar V, Asokan R, Muniappan R, Norton G, Adiga A. Modeling Commodity Flow in the Context of Invasive Species Spread: Study of Tuta absoluta in Nepal. CROP PROTECTION (GUILDFORD, SURREY) 2020; 135:104736. [PMID: 32742052 PMCID: PMC7394466 DOI: 10.1016/j.cropro.2019.02.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Trade and transport of goods is widely accepted as a primary pathway for the introduction and dispersal of invasive species. However, understanding commodity flows remains a challenge owing to its complex nature, unavailability of quality data, and lack of systematic modeling methods. A robust network-based approach is proposed to model seasonal flow of agricultural produce and examine its role in pest spread. It is applied to study the spread of Tuta absoluta, a devastating pest of tomato in Nepal. Further, the long-term establishment potential of the pest and its economic impact on the country are assessed. Our analysis indicates that regional trade plays an important role in the spread of T. absoluta. The economic impact of this invasion could range from USD 17-25 million. The proposed approach is generic and particularly suited for data-poor scenarios.
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Affiliation(s)
- S Venkatramanan
- Biocomplexity Institute & Initiative, University of Virginia
| | - S Wu
- Department of Computer Science, Virginia Tech
| | - B Shi
- Department of Economics, Virginia Tech
| | - A Marathe
- Biocomplexity Institute & Initiative, University of Virginia
- Department of Public Health Sciences, University of Virginia
| | - M Marathe
- Biocomplexity Institute & Initiative, University of Virginia
- Department of Computer Science, University of Virginia
| | - S Eubank
- Biocomplexity Institute & Initiative, University of Virginia
- Department of Public Health Sciences, University of Virginia
| | - L P Sah
- Feed the Future Integrated Pest Management Innovation Lab
- Feed the Future Asian Vegetable and Mango Innovation Lab
- International Development Enterprises, Nepal
| | - A P Giri
- Feed the Future Integrated Pest Management Innovation Lab
- Feed the Future Asian Vegetable and Mango Innovation Lab
- International Development Enterprises, Nepal
| | - L A Colavito
- Feed the Future Integrated Pest Management Innovation Lab
- Feed the Future Asian Vegetable and Mango Innovation Lab
- International Development Enterprises, Nepal
| | - K S Nitin
- Indian Institute of Horticultural Research
| | - V Sridhar
- Indian Institute of Horticultural Research
| | - R Asokan
- Indian Institute of Horticultural Research
| | - R Muniappan
- Feed the Future Integrated Pest Management Innovation Lab
| | - G Norton
- Department of Agriculture and Applied Economics, Virginia Tech
| | - A Adiga
- Biocomplexity Institute & Initiative, University of Virginia
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21
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Hajiahmadi Z, Shirzadian-Khorramabad R, Kazemzad M, Sohani MM, Khajehali J. A novel, simple, and stable mesoporous silica nanoparticle-based gene transformation approach in Solanum lycopersicum. 3 Biotech 2020; 10:370. [PMID: 32832330 DOI: 10.1007/s13205-020-02359-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 07/25/2020] [Indexed: 11/25/2022] Open
Abstract
In this study, a novel and stable gene transformation system was developed under control of Maize Proteinase Inhibitor (MPI) as an inducible promoter using the Mesoporous Silica Nanoparticles (MSNs). The functionalized MSNs with a proper particle size were synthesized and attached to a recombinant construct (pDNA) containing cryIAb gene under the control of MPI promoter (pPZP122:MPI:cryIAb:MSN [pDNA: MSN]) following transformation of tomato plants through injection of the pDNA: MSN complex into tomato red fruit at early ripening stage and then, putative transgenic seeds were collected. As an initial selection, gentamicin-resistant seedlings of T1 (24.24%) and T2 (61.37%) plants were identified. The transgene integration and expression were confirmed through the PCR, RT-PCR, and western blot approaches in the selected seedlings. PCR analysis showed that transformation frequency was equal to 10.71% in T1 plants. Semi-quantitative RT-PCR analysis confirmed the transcript expression of cryIAb in all the T1 and T2 PCR-positive plants. Western blot analysis confirmed the existence of CryIAb protein in the leaves of T2 putative transgenic plants. Accordingly, the results demonstrated that the transgene has more likely integrated into the tomato genome through homologous recombination. Bioassay was carried out for further assessment of the plant responses to Tuta absoluta resulting in an enhanced tolerance of the plant. In conclusion, the MSN-mediated stable transformation system under the MPI as an inducible promoter can be used as a suitable alternative for conventional genetic transformation methods due to its biodegradability, biocompatibility, cost and time-effectiveness, and positive effect on the plant defense against pathogens and pests.
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Affiliation(s)
- Zahra Hajiahmadi
- Department of Agricultural Biotechnology, Faculty of Agricultural Sciences, University of Guilan, Rasht, 4199613776 Iran
| | - Reza Shirzadian-Khorramabad
- Department of Agricultural Biotechnology, Faculty of Agricultural Sciences, University of Guilan, Rasht, 4199613776 Iran
| | - Mahmood Kazemzad
- Department of Energy, Materials and Energy Research Center, Tehran, 14155-477 Iran
| | - Mohammad Mehdi Sohani
- Department of Agricultural Biotechnology, Faculty of Agricultural Sciences, University of Guilan, Rasht, 4199613776 Iran
| | - Jahangir Khajehali
- Department of Plant Protection, College of Agriculture, Isfahan University of Technology, Isfahan, 8415683111 Iran
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22
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Zink FA, Tembrock LR, Timm AE, Gilligan TM. A Real-Time PCR Assay for Rapid Identification of Tuta absoluta (Lepidoptera: Gelechiidae). JOURNAL OF ECONOMIC ENTOMOLOGY 2020; 113:1479-1485. [PMID: 32173758 DOI: 10.1093/jee/toaa040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Indexed: 06/10/2023]
Abstract
The tomato leafminer, Tuta absoluta (Meyrick), is a highly destructive pest of tomatoes, causing damage to leaves, stalks, buds, and fruits. Native to South America, T. absoluta is now found throughout Europe, South Asia, Africa, parts of Central America, and the Caribbean. Adults are small, with a wingspan of approximately one cm and lack distinctive markings, making morphological identification difficult. Larvae are also difficult to identify and resemble those of many other gelechiids. Due to the extensive time spent and expertise required for morphological identification, and the imminent threat to the North American tomato crop, we have developed a rapid molecular test for discriminating individual specimens of T. absoluta using a probe-based real-time polymerase chain reaction (PCR) assay. The assay is able to quickly distinguish T. absoluta from similar-sized moth specimens that are attracted to T. absoluta pheromone lures in the United States and is also able to identify larvae of T. absoluta. Decreased identification time for this critical pest will lead to more rapid identification at ports of entry and allow for more efficient trap screening for domestic monitoring programs.
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Affiliation(s)
- Frida A Zink
- Department of Agricultural Biology, 1177 Campus Delivery, Colorado State University, Fort Collins, CO
| | - Luke R Tembrock
- Department of Agricultural Biology, 1177 Campus Delivery, Colorado State University, Fort Collins, CO
| | - Alicia E Timm
- Department of Agricultural Biology, 1177 Campus Delivery, Colorado State University, Fort Collins, CO
| | - Todd M Gilligan
- USDA-APHIS-PPQ-Science & Technology, Identification Technology Program, Fort Collins, CO
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23
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Botha A, Kunert KJ, Maling’a J, Foyer CH. Defining biotechnological solutions for insect control in sub‐Saharan Africa. Food Energy Secur 2020. [DOI: 10.1002/fes3.191] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Affiliation(s)
- Anna‐Maria Botha
- Department of Genetics Stellenbosch University Stellenbosch South Africa
| | - Karl J. Kunert
- Department of Plant Sciences FABI University of Pretoria Pretoria South Africa
| | - Joyce Maling’a
- Kenya Agriculture and Livestock Organization (KALRO) Food Crops Research Institute Kitale Kenya
| | - Christine H. Foyer
- School of Biosciences College of Life and Environmental Sciences University of Birmingham, Edgbaston Birmingham UK
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24
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McNitt J, Chungbaek YY, Mortveit H, Marathe M, Campos MR, Desneux N, Brévault T, Muniappan R, Adiga A. Assessing the multi-pathway threat from an invasive agricultural pest: Tuta absoluta in Asia. Proc Biol Sci 2019; 286:20191159. [PMID: 31615355 PMCID: PMC6834037 DOI: 10.1098/rspb.2019.1159] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 09/20/2019] [Indexed: 11/12/2022] Open
Abstract
Modern food systems facilitate rapid dispersal of pests and pathogens through multiple pathways. The complexity of spread dynamics and data inadequacy make it challenging to model the phenomenon and also to prepare for emerging invasions. We present a generic framework to study the spatio-temporal spread of invasive species as a multi-scale propagation process over a time-varying network accounting for climate, biology, seasonal production, trade and demographic information. Machine learning techniques are used in a novel manner to capture model variability and analyse parameter sensitivity. We applied the framework to understand the spread of a devastating pest of tomato, Tuta absoluta, in South and Southeast Asia, a region at the frontier of its current range. Analysis with respect to historical invasion records suggests that even with modest self-mediated spread capabilities, the pest can quickly expand its range through domestic city-to-city vegetable trade. Our models forecast that within 5-7 years, Tuta absoluta will invade all major vegetable growing areas of mainland Southeast Asia assuming unmitigated spread. Monitoring high-consumption areas can help in early detection, and targeted interventions at major production areas can effectively reduce the rate of spread.
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Affiliation(s)
| | - Young Yun Chungbaek
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, VA, USA
| | - Henning Mortveit
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, VA, USA
| | - Madhav Marathe
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, VA, USA
| | - Mateus R. Campos
- French National Institute for Agricultural Research, Avignon, Provence-Alpes-Côte d’Azu, France
| | - Nicolas Desneux
- Université Côte d'Azur, INRA, CNRS, UMR ISA, 06000, Nice, France
| | - Thierry Brévault
- BIOPASS, CIRAD-IRD-ISRA-UCAD, Dakar, Senegal
- CIRAD, UPR AIDA, Centre de Recherche ISRA-IRD, Dakar, Senegal
- AIDA, Université de Montpellier, CIRAD, Montpellier, France
| | - Rangaswamy Muniappan
- Feed the Future Integrated Pest Management Innovation Laboratory, Virginia Tech, Blacksburg VA, USA
| | - Abhijin Adiga
- Biocomplexity Institute and Initiative, University of Virginia, Charlottesville, VA, USA
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25
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The relationship between genome size, morphological parameters and diet breadth in insect species. BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY 2019. [DOI: 10.1016/j.bcab.2019.101188] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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26
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Kinyanjui G, Khamis FM, Ombura FLO, Kenya EU, Ekesi S, Mohamed SA. Infestation Levels and Molecular Identification Based on Mitochondrial COI Barcode Region of Five Invasive Gelechiidae Pest Species in Kenya. JOURNAL OF ECONOMIC ENTOMOLOGY 2019; 112:872-882. [PMID: 30476129 DOI: 10.1093/jee/toy357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Indexed: 06/09/2023]
Abstract
Invasive Gelechiidae pest species, namely Tuta absoluta, Phthorimaea operculella, Aproaerema simplixella, Sitotroga cerealella, and Pectinophora gossypiella are among the major constraints hampering agricultural economy in Kenya. Infestation levels were determined on respective host crops sampled from different localities and P. operculella recorded the highest infestation of 68.00 ± 4.92% on stored potato. Aproaerema simplixella and T. absoluta accounted for 61.33 ± 5.35% and 51.56 ± 5.22% maximal infestation on groundnuts and tomato leaves, respectively. Stored maize was significantly infested by S. cerealella (54.33 ± 5.31%) while no infestation was observed on the freshly harvested grains. Infestation on open bolls by P. gossypiella was relatively low (6.11 ± 3.46%) compared to Anatrachyntis simplex (45.67 ± 7.84%) that emerged as the key pest of cotton. The species were discriminated based on sequence similarities, evolutionary divergences, and phylogenetic analyses. A 658-bp fragment of mitochondrial cytochrome c oxidase subunit I (COI) gene was obtained from 302 specimens. Generally, genetic variations were low within and between Gelechiid populations, with an average of 0.02% and all intraspecific divergences were less than 2% except for S. cerealella. The Gelechiids data set generated eight Barcode Index Numbers (BINs), five of which were concordant and three belonging to S. cerealella were singleton. All species were separated into distinct clusters on a maximum likelihood tree. Data on infestation levels will be useful in defining the pest status of these Gelechiids in Kenya. DNA barcoding is also presented as a valuable tool to complement traditional taxonomy for rapid and accurate identification of these species of agronomic interest.
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Affiliation(s)
- G Kinyanjui
- Plant Health Theme, International Centre of Insect Physiology and Ecology (icipe), GPO, Nairobi, Kenya
- Department of Biological Sciences, University of Embu, Embu, Kenya
| | - F M Khamis
- Plant Health Theme, International Centre of Insect Physiology and Ecology (icipe), GPO, Nairobi, Kenya
| | - F L O Ombura
- Plant Health Theme, International Centre of Insect Physiology and Ecology (icipe), GPO, Nairobi, Kenya
| | - E U Kenya
- Department of Biological Sciences, University of Embu, Embu, Kenya
| | - S Ekesi
- Plant Health Theme, International Centre of Insect Physiology and Ecology (icipe), GPO, Nairobi, Kenya
| | - S A Mohamed
- Plant Health Theme, International Centre of Insect Physiology and Ecology (icipe), GPO, Nairobi, Kenya
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27
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Ximénez-Embún MG, González-Guzmán M, Arbona V, Gómez-Cadenas A, Ortego F, Castañera P. Plant-Mediated Effects of Water Deficit on the Performance of Tetranychus evansi on Tomato Drought-Adapted Accessions. FRONTIERS IN PLANT SCIENCE 2018; 9:1490. [PMID: 30386357 PMCID: PMC6199365 DOI: 10.3389/fpls.2018.01490] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Accepted: 09/25/2018] [Indexed: 05/25/2023]
Abstract
Climate change is expected to increase drought periods and the performance and dispersal of some invasive species such as Tetranychus evansi, which has been reported to take advantage of the nutritional changes induced by water-shortage on the tomato cultivar Moneymaker (MM). We have examined the implications for mite's biology of four accessions of the drought-adapted tomatoes, "Tomàtiga de Ramellet" (TR), under moderate drought stress. Mite performance was enhanced by drought in two accessions (TR61 and TR154), but not in the other two accessions (TR58 and TR126). We selected one accession of each outcome (i.e., TR154 and TR126) to further analyze plant nutritional parameters. We found that free sugars and most essential amino acids for mites were induced by drought and/or mite infestation on MM and TR154 plants, whereas sugars were not altered and a reduced number of essential amino acids were induced by drought in TR126. Remarkably, mite performance was enhanced by leaf infiltration of free sugars, essential amino acids mixture, and L-proline on well-watered MM and by free sugars on drought-stressed TR126 plants. These results indicate a positive link between the induction of soluble carbohydrates and amino acids used by the plant for osmotic adjustment and mite performance. The effects of drought and/or mite infestation on the defense response of plants was analyzed at three levels: phytohormone accumulation, the transcript levels of marker genes linked to jasmonates (JAs), salicylic acid (SA), and abscisic acid (ABA) pathways, and the activity of defense proteins. The ability of T. evansi to downregulate the accumulation of defense-related phytohormones was noted on MM and the two TR accessions analyzed (TR126 and TR154), though differences in the induction of protein defense genes and activities by drought and/or mite infestation were observed among them. These results emphasize the importance of studying plant biotic and abiotic stress factors in combination and provides an experimental framework for screening drought-tolerant tomato accessions that will be also resistant to herbivore mites.
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Affiliation(s)
- Miguel G. Ximénez-Embún
- Laboratorio de Interacción Planta-Insecto, Departamento de Biotecnología Microbiana y de Plantas, Centro de Investigaciones Biológicas, CSIC, Madrid, Spain
| | - Miguel González-Guzmán
- Laboratorio de Interacción Planta-Insecto, Departamento de Biotecnología Microbiana y de Plantas, Centro de Investigaciones Biológicas, CSIC, Madrid, Spain
| | - Vicent Arbona
- Ecofisiologia i Biotecnologia, Departament de Ciències Agràries i del Medi Natural, Universitat Jaume I, Castellón de la Plana, Spain
| | - Aurelio Gómez-Cadenas
- Ecofisiologia i Biotecnologia, Departament de Ciències Agràries i del Medi Natural, Universitat Jaume I, Castellón de la Plana, Spain
| | - Félix Ortego
- Laboratorio de Interacción Planta-Insecto, Departamento de Biotecnología Microbiana y de Plantas, Centro de Investigaciones Biológicas, CSIC, Madrid, Spain
| | - Pedro Castañera
- Laboratorio de Interacción Planta-Insecto, Departamento de Biotecnología Microbiana y de Plantas, Centro de Investigaciones Biológicas, CSIC, Madrid, Spain
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28
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Yarou BB, Bawin T, Boullis A, Heukin S, Lognay G, Verheggen FJ, Francis F. Oviposition deterrent activity of basil plants and their essentials oils against Tuta absoluta (Lepidoptera: Gelechiidae). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:29880-29888. [PMID: 28785944 DOI: 10.1007/s11356-017-9795-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 07/19/2017] [Indexed: 05/12/2023]
Abstract
The leafminer Tuta absoluta Meyrick (Lepidoptera: Gelechiidae) is one of the most important pests of tomato, reducing crop yields by up to 100% in greenhouses and fields, in several countries globally. Because synthetic insecticides lead to resistance and have adverse effects on natural enemies and the health of producers, alternative control methods are needed. In this study, we assessed the oviposition-deterring effect of basil plants, Ocimum gratissimum L. and O. basilicum L. (Lamiaceae), using dual-choice behavioural assays performed in flight tunnels. We found that both plants significantly reduced T. absoluta oviposition behaviour on a tomato plant located nearby. To evaluate the potential effect of basil volatile organic compounds, we formulated essential oils of both plant species in paraffin oil, and observed a similar oviposition-deterring effect. Gas chromatography analyses detected 18 constituents in these essential oils which the major constituents included thymol (33.3%), p-cymene (20.4%), γ-terpinene (16.9%), myrcene (3.9%) in O. gratissimum and estragol (73.8%), linalool (8.6%), β-elemene (2.9%) and E-β-ocimene (2.6%) in O. basilicum. Twenty and 33 compounds were identified of the volatiles collected on O. gratissimum and O. basilicum plants, respectively. The main components include the following: p-cymene (33.5%), γ-terpinene (23.6%), α-terpinene (7.2%), α-thujene (6.7%) and E-α-bergamotene (38.9%) in O. gratissimum, and methyl eugenol (26.1%), E-β-ocimene (17.7%), and linalool (9.4%) in O. basilicum. Four compounds (α-pinene, β-pinene, Myrcene, Limonene) were common in essential oils and plants. Our results suggest the valuable potential of basil and associated essential oils as a component of integrated management strategies against the tomato leafminer.
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Affiliation(s)
- Boni Barthélémy Yarou
- Functional and Evolutionary Entomology, Agro Biochem Department, Gembloux Agro-bio Tech, University of Liege (ULg), Passage des Déportés, 2, 5030, Gembloux, Belgium.
| | - Thomas Bawin
- Functional and Evolutionary Entomology, Agro Biochem Department, Gembloux Agro-bio Tech, University of Liege (ULg), Passage des Déportés, 2, 5030, Gembloux, Belgium
| | - Antoine Boullis
- Functional and Evolutionary Entomology, Agro Biochem Department, Gembloux Agro-bio Tech, University of Liege (ULg), Passage des Déportés, 2, 5030, Gembloux, Belgium
| | - Stéphanie Heukin
- Analytical Chemistry, Agro Biochem Department, Gembloux Agro-bio Tech, University of Liege (ULg), Passage des Déportés, 2, 5030, Gembloux, Belgium
| | - Georges Lognay
- Analytical Chemistry, Agro Biochem Department, Gembloux Agro-bio Tech, University of Liege (ULg), Passage des Déportés, 2, 5030, Gembloux, Belgium
| | - François Jean Verheggen
- Functional and Evolutionary Entomology, Agro Biochem Department, Gembloux Agro-bio Tech, University of Liege (ULg), Passage des Déportés, 2, 5030, Gembloux, Belgium
| | - Frédéric Francis
- Functional and Evolutionary Entomology, Agro Biochem Department, Gembloux Agro-bio Tech, University of Liege (ULg), Passage des Déportés, 2, 5030, Gembloux, Belgium
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29
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Biondi A, Guedes RNC, Wan FH, Desneux N. Ecology, Worldwide Spread, and Management of the Invasive South American Tomato Pinworm, Tuta absoluta: Past, Present, and Future. ANNUAL REVIEW OF ENTOMOLOGY 2018; 63:239-258. [PMID: 28977774 DOI: 10.1146/annurev-ento-031616-034933] [Citation(s) in RCA: 153] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
The South American tomato pinworm, Tuta absoluta (Meyrick), is native to the western Neotropics. After invading Spain in 2006, it spread rapidly throughout Afro-Eurasia and has become a major threat to world tomato production. Integrated pest management (IPM) strategies have been developed, but widespread insecticide use has caused selection for insecticide resistance as well as undesirable effects on key beneficial arthropods. Augmentation and conservation biological control relying on omnivorous mirid predators has proved successful for management of T. absoluta, where implementation is dependent on abiotic, biotic (e.g., alternative prey), and anthropogenic factors (e.g., pesticides). Research has been carried out on larval parasitoids, showing potential for further development of sustainable control. The development of resistant tomato varieties is ongoing, but they are not commercially available yet. Knowledge gaps remain to be filled to optimize IPM packages on tomato crops and to help prevent further spread worldwide.
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Affiliation(s)
- Antonio Biondi
- Department of Agriculture, Food and Environment, University of Catania, 95123, Italy;
| | - Raul Narciso C Guedes
- Departamento de Entomologia, Universidade Federal de Viçosa, Minas Gerais 36570-900, Brazil;
| | - Fang-Hao Wan
- Key Laboratory for Biology of Plant Disease and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing100193, China;
| | - Nicolas Desneux
- INRA (French National Institute for Agricultural Research), University of Côte d'Azur, CNRS, UMR 1355-7254, 06903 Sophia Antipolis, France;
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30
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Macedo R, Sales LP, Yoshida F, Silva-Abud LL, Lobo M. Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. PLoS One 2017; 12:e0187770. [PMID: 29107985 PMCID: PMC5673228 DOI: 10.1371/journal.pone.0187770] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 10/25/2017] [Indexed: 12/11/2022] Open
Abstract
Root rots are a constraint for staple food crops and a long-lasting food security problem worldwide. In common beans, yield losses originating from root damage are frequently attributed to dry root rot, a disease caused by the Fusarium solani species complex. The aim of this study was to model the current potential distribution of common bean dry root rot on a global scale and to project changes based on future expectations of climate change. Our approach used a spatial proxy of the field disease occurrence, instead of solely the pathogen distribution. We modeled the pathogen environmental requirements in locations where in-situ inoculum density seems ideal for disease manifestation. A dataset of 2,311 soil samples from commercial farms assessed from 2002 to 2015 allowed us to evaluate the environmental conditions associated with the pathogen's optimum inoculum density for disease occurrence, using a lower threshold as a spatial proxy. We encompassed not only the optimal conditions for disease occurrence but also the optimal pathogen's density required for host infection. An intermediate inoculum density of the pathogen was the best disease proxy, suggesting density-dependent mechanisms on host infection. We found a strong convergence on the environmental requirements of both the host and the disease development in tropical areas, mostly in Brazil, Central America, and African countries. Precipitation and temperature variables were important for explaining the disease occurrence (from 17.63% to 43.84%). Climate change will probably move the disease toward cooler regions, which in Brazil are more representative of small-scale farming, although an overall shrink in total area (from 48% to 49% in 2050 and 26% to 41% in 2070) was also predicted. Understanding pathogen distribution and disease risks in an evolutionary context will therefore support breeding for resistance programs and strategies for dry root rot management in common beans.
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Affiliation(s)
- Renan Macedo
- Universidade Federal de Goiás, Escola de Agronomia e Engenharia de Alimentos, Goiânia, GO, Brazil
| | - Lilian Patrícia Sales
- Universidade Federal de Goiás, Departamento de Ecologia e Evolução, Goiânia, GO, Brazil
| | - Fernanda Yoshida
- Universidade Federal de Goiás, Escola de Agronomia e Engenharia de Alimentos, Goiânia, GO, Brazil
| | | | - Murillo Lobo
- Empresa Brasileira de Pesquisa Agropecuária–Embrapa Arroz e Feijão, Santo Antônio de Goiás, GO, Brazil
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31
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Ngowi BV, Tonnang HEZ, Mwangi EM, Johansson T, Ambale J, Ndegwa PN, Subramanian S. Temperature-dependent phenology of Plutella xylostella (Lepidoptera: Plutellidae): Simulation and visualization of current and future distributions along the Eastern Afromontane. PLoS One 2017; 12:e0173590. [PMID: 28301564 PMCID: PMC5354382 DOI: 10.1371/journal.pone.0173590] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2016] [Accepted: 02/23/2017] [Indexed: 01/01/2023] Open
Abstract
There is a scarcity of laboratory and field-based results showing the movement of the diamondback moth (DBM) Plutella xylostella (L.) across a spatial scale. We studied the population growth of the diamondback moth (DBM) Plutella xylostella (L.) under six constant temperatures, to understand and predict population changes along altitudinal gradients and under climate change scenarios. Non-linear functions were fitted to continuously model DBM development, mortality, longevity and oviposition. We compiled the best-fitted functions for each life stage to yield a phenology model, which we stochastically simulated to estimate the life table parameters. Three temperature-dependent indices (establishment, generation and activity) were derived from a logistic population growth model and then coupled to collected current (2013) and downscaled temperature data from AFRICLIM (2055) for geospatial mapping. To measure and predict the impacts of temperature change on the pest’s biology, we mapped the indices along the altitudinal gradients of Mt. Kilimanjaro (Tanzania) and Taita Hills (Kenya) and assessed the differences between 2013 and 2055 climate scenarios. The optimal temperatures for development of DBM were 32.5, 33.5 and 33°C for eggs, larvae and pupae, respectively. Mortality rates increased due to extreme temperatures to 53.3, 70.0 and 52.4% for egg, larvae and pupae, respectively. The net reproduction rate reached a peak of 87.4 female offspring/female/generation at 20°C. Spatial simulations indicated that survival and establishment of DBM increased with a decrease in temperature, from low to high altitude. However, we observed a higher number of DBM generations at low altitude. The model predicted DBM population growth reduction in the low and medium altitudes by 2055. At higher altitude, it predicted an increase in the level of suitability for establishment with a decrease in the number of generations per year. If climate change occurs as per the selected scenario, DBM infestation may reduce in the selected region. The study highlights the need to validate these predictions with other interacting factors such as cropping practices, host plants and natural enemies.
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Affiliation(s)
- Benignus V. Ngowi
- International Centre of Insect Physiology and Ecology, Nairobi, Kenya
- School of Biological Sciences, University of Nairobi, Nairobi, Kenya
- National Plant Quarantine Station, Tropical Pesticides Research Institute, Arusha, Tanzania
| | - Henri E. Z. Tonnang
- International Centre of Insect Physiology and Ecology, Nairobi, Kenya
- International Maize and Wheat Improvement Centre (CIMMYT), Nairobi, Kenya
| | - Evans M. Mwangi
- School of Biological Sciences, University of Nairobi, Nairobi, Kenya
| | - Tino Johansson
- International Centre of Insect Physiology and Ecology, Nairobi, Kenya
- Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
| | - Janet Ambale
- International Centre of Insect Physiology and Ecology, Nairobi, Kenya
| | - Paul N. Ndegwa
- School of Biological Sciences, University of Nairobi, Nairobi, Kenya
| | - Sevgan Subramanian
- International Centre of Insect Physiology and Ecology, Nairobi, Kenya
- * E-mail:
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Never Z, Patrick AN, Musa C, Ernest M. Tomato Leafminer, Tuta absoluta (Meyrick 1917), an emerging agricultural pest in Sub-Saharan Africa: Current and prospective management strategies. ACTA ACUST UNITED AC 2017. [DOI: 10.5897/ajar2016.11515] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Camargo RA, Barbosa GO, Possignolo IP, Peres LEP, Lam E, Lima JE, Figueira A, Marques-Souza H. RNA interference as a gene silencing tool to control Tuta absoluta in tomato (Solanum lycopersicum). PeerJ 2016; 4:e2673. [PMID: 27994959 PMCID: PMC5162399 DOI: 10.7717/peerj.2673] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 10/09/2016] [Indexed: 12/13/2022] Open
Abstract
RNA interference (RNAi), a gene-silencing mechanism that involves providing double-stranded RNA molecules that match a specific target gene sequence, is now widely used in functional genetic studies. The potential application of RNAi-mediated control of agricultural insect pests has rapidly become evident. The production of transgenic plants expressing dsRNA molecules that target essential insect genes could provide a means of specific gene silencing in larvae that feed on these plants, resulting in larval phenotypes that range from loss of appetite to death. In this report, we show that the tomato leafminer ( Tuta absoluta ), a major threat to commercial tomato production, can be targeted by RNAi. We selected two target genes (Vacuolar ATPase-A and Arginine kinase) based on the RNAi response reported for these genes in other pest species. In view of the lack of an artificial diet for T. absoluta, we used two approaches to deliver dsRNA into tomato leaflets. The first approach was based on the uptake of dsRNA by leaflets and the second was based on "in planta-induced transient gene silencing" (PITGS), a well-established method for silencing plant genes, used here for the first time to deliver in planta-transcribed dsRNA to target insect genes. Tuta absoluta larvae that fed on leaves containing dsRNA of the target genes showed an ∼60% reduction in target gene transcript accumulation, an increase in larval mortality and less leaf damage. We then generated transgenic 'Micro-Tom' tomato plants that expressed hairpin sequences for both genes and observed a reduction in foliar damage by T. absoluta in these plants. Our results demonstrate the feasibility of RNAi as an alternative method for controlling this critical tomato pest.
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Affiliation(s)
- Roberto A Camargo
- Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Piracicaba, São Paulo, Brazil; Escola Superior de Agricultura "Luiz de Queiroz" (ESALQ), Universidade de São Paulo, Piracicaba, São Paulo, Brazil
| | - Guilherme O Barbosa
- Departamento de Bioquímica e Biologia Tecidual, Universidade Estadual de Campinas , Campinas , São Paulo , Brazil
| | - Isabella Presotto Possignolo
- Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Piracicaba, São Paulo, Brazil; Escola Superior de Agricultura "Luiz de Queiroz" (ESALQ), Universidade de São Paulo, Piracicaba, São Paulo, Brazil
| | - Lazaro E P Peres
- Escola Superior de Agricultura "Luiz de Queiroz" (ESALQ), Universidade de São Paulo , Piracicaba , São Paulo , Brazil
| | - Eric Lam
- Department of Plant Biology & Pathology, Rutgers, The State University of New Jersey , New Brunswick , NJ , United States
| | - Joni E Lima
- Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Piracicaba, São Paulo, Brazil; Departamento de Botânica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Antonio Figueira
- Centro de Energia Nuclear na Agricultura, Universidade de São Paulo , Piracicaba , São Paulo , Brazil
| | - Henrique Marques-Souza
- Departamento de Bioquímica e Biologia Tecidual, Universidade Estadual de Campinas , Campinas , São Paulo , Brazil
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Guimapi RY, Mohamed SA, Okeyo GO, Ndjomatchoua FT, Ekesi S, Tonnang HE. Modeling the risk of invasion and spread of Tuta absoluta in Africa. ECOLOGICAL COMPLEXITY 2016. [DOI: 10.1016/j.ecocom.2016.08.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Kuczyński L, Rector BG, Kiedrowicz A, Lewandowski M, Szydło W, Skoracka A. Thermal Niches of Two Invasive Genotypes of the Wheat Curl Mite Aceria tosichella: Congruence between Physiological and Geographical Distribution Data. PLoS One 2016; 11:e0154600. [PMID: 27123590 PMCID: PMC4849750 DOI: 10.1371/journal.pone.0154600] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 04/16/2016] [Indexed: 11/19/2022] Open
Abstract
The wheat curl mite (WCM), Aceria tosichella Keifer, is a major pest of cereals worldwide. It is also a complex of well-defined genetic lineages with divergent physiological traits, which has not been accounted for in applied contexts. The aims of the study were to model the thermal niches of the two most pestiferous WCM lineages, designated MT-1 and MT-8, and to assess the extent to which temperature determines the distribution of these lineages. WCM population dynamics were modeled based on thermal niche data from March to November on the area of Poland (>311,000 km2). The most suitable regions for population development were predicted and compared to empirical field abundance data. Congruence between modeled parameters and field data for mite presence were observed for both WCM lineages although congruence between modeled thermal suitability and mite field abundance was observed only for MT-8. Thermal niche data for MT-1 and MT-8 provide biological insights and aid monitoring and management of WCM and the plant viruses it vectors. The presented models accurately estimate distributions of WCM and can be incorporated into management strategies for both current and predicted climate scenarios.
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Affiliation(s)
- Lechosław Kuczyński
- Department of Avian Biology and Ecology, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
| | - Brian G. Rector
- United States Department of Agriculture (USDA-ARS), Great Basin Rangelands Research Unit, Reno, United States of America
| | - Agnieszka Kiedrowicz
- Department of Animal Taxonomy and Ecology, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
| | - Mariusz Lewandowski
- Department of Applied Entomology, Faculty of Horticulture, Biotechnology and Landscape Architecture, Warsaw University of Life Sciences–SGGW, Warsaw, Poland
| | - Wiktoria Szydło
- Department of Animal Taxonomy and Ecology, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
| | - Anna Skoracka
- Department of Animal Taxonomy and Ecology, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
- * E-mail:
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Biber-Freudenberger L, Ziemacki J, Tonnang HEZ, Borgemeister C. Future Risks of Pest Species under Changing Climatic Conditions. PLoS One 2016; 11:e0153237. [PMID: 27054718 PMCID: PMC4824351 DOI: 10.1371/journal.pone.0153237] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 03/27/2016] [Indexed: 11/18/2022] Open
Abstract
Most agricultural pests are poikilothermic species expected to respond to climate change. Currently, they are a tremendous burden because of the high losses they inflict on crops and livestock. Smallholder farmers in developing countries of Africa are likely to suffer more under these changes than farmers in the developed world because more severe climatic changes are projected in these areas. African countries further have a lower ability to cope with impacts of climate change through the lack of suitable adapted management strategies and financial constraints. In this study we are predicting current and future habitat suitability under changing climatic conditions for Tuta absoluta, Ceratitis cosyra, and Bactrocera invadens, three important insect pests that are common across some parts of Africa and responsible for immense agricultural losses. We use presence records from different sources and bioclimatic variables to predict their habitat suitability using the maximum entropy modelling approach. We find that habitat suitability for B. invadens, C. cosyra and T. absoluta is partially increasing across the continent, especially in those areas already overlapping with or close to most suitable sites under current climate conditions. Assuming a habitat suitability at three different threshold levels we assessed where each species is likely to be present under future climatic conditions and if this is likely to have an impact on productive agricultural areas. Our results can be used by African policy makers, extensionists and farmers for agricultural adaptation measures to cope with the impacts of climate change.
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Affiliation(s)
- Lisa Biber-Freudenberger
- Center for Development Research (ZEF), Department of Ecology and Natural Resources Management, University of Bonn, Walter-Flex-Str. 3 53113, Bonn, Germany
| | - Jasmin Ziemacki
- Center for Development Research (ZEF), Department of Ecology and Natural Resources Management, University of Bonn, Walter-Flex-Str. 3 53113, Bonn, Germany
| | - Henri E. Z. Tonnang
- International Maize and Wheat Improvement Center (CIMMYT), ICRAF House, United Nations Avenue, Gigiri, P. O. Box 1041 Village Market, 00621, Nairobi, Kenya
| | - Christian Borgemeister
- Center for Development Research (ZEF), Department of Ecology and Natural Resources Management, University of Bonn, Walter-Flex-Str. 3 53113, Bonn, Germany
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Correction: Identification and Risk Assessment for Worldwide Invasion and Spread of Tuta absoluta with a Focus on Sub-Saharan Africa: Implications for Phytosanitary Measures and Management. PLoS One 2015; 10:e0138319. [PMID: 26360584 PMCID: PMC4567337 DOI: 10.1371/journal.pone.0138319] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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