Towards Sustainable Pest Management: Toxicity, Biochemical Effects, and Molecular Docking Analysis of Ocimum basilicum (Lamiaceae) Essential Oil on Agrotis ipsilon and Spodoptera littoralis (Lepidoptera: Noctuidae)

Over the last decade, essential oils (EOs) have become potential ingredients for insecticide formulations due to their widespread availability and perceived safety. Therefore, this study aimed to evaluate the toxicity and biochemical efficacy of basil (Ocimum basilicum) (Lamiaceae) against two destructive pests Noctuidae, Agrotis ipsilon (Hufnagel) and Spodoptera littoralis (Boisduval) (Lepidoptera: Noctuidae). In addition, a molecular docking study was performed to gain insight into the binding pattern between glutathione S-transferase (GST) and linalool, the main component of EO. GC–MS analysis of O. basilicum EO revealed that linalool is the most abundant compound (29.34%). However, the toxicity tests showed no significant difference between the values of LC50 of O. basilicum EO to A. ipsilon and S. littoralis. On the other hand, the sublethal experiments indicated that treating the second instar larvae with LC15 or LC50 values of O. basilicum EO significantly prolonged the larval duration in both insects, compared to the control. Regarding the biochemical effect of O. basilicum EO, the treatments significantly impacted the activity of detoxification enzymes. A notable elevation in glutathione S-transferase (GST) activity was recorded in A. ipsilon larvae compared with a reduction in S. littoralis larvae. The molecular docking analysis revealed that linalool bonded with the amino acid serine (SER 9) of GST, indicating its binding affinity with the enzyme. The obtained results could offer valuable insights into the mode of action of O. basilicum and can encourage the adoption of sustainable pest control practices that incorporate essential oils.


Introduction
Insects are critical in causing global crop losses due to their herbivorous nature and/or being disease vectors (Lucena-Leandro et al. 2022).These arthropods are accountable for decreasing worldwide food production by 20% as well as reducing household food security at the post-harvest level (Sharma et al. 2017).Therefore, adaptive interventions are required, particularly in the context of the impact of Hawkins climate change (IPPC 2021).Conventional pesticides have been used frequently to control agricultural insect pests, and this presents such drawbacks as short time of effectiveness in the field, selection of resistant pest populations, and high toxicity to non-target organisms (Desneux et al. 2007;Khan et al. 2010;Roush and Tabashnik 2012;Lamberth et al. 2013;Gill and Garg 2014;Hawkins et al. 2019).These drawbacks have spurred demand for long-lasting and more eco-friendly alternatives to traditional pesticides.
The development of biologically derived pesticides is a promising approach to discovering novel pesticides or formulation technologies (Abdollahdokht et al. 2022).
Considering this, the last decade has seen tremendous efforts to develop environmentally friendly and effective alternatives, with a particular focus on plant extracts (Isman 2020;Palermo et al. 2021;Li et al. 2022;Chatterjee et al. 2023).Botanicals have been recognized as efficient pest control agents, with plant essential oils (EOs) being their most emphasized category (Rathore 2017;Passos et al. 2022).EOs are volatile compounds extracted from species of aromatic plants mainly belonging to the Myrtaceae, Lamiaceae, Lauraceae, and Asteraceae families (Regnault-Roger 1997;Cagá et al. 2022).The extracted essential oils contain aroma-producing compounds such as monoterpenes, phenols, sesquiterpenes, oxides, aldehydes, esters, and ketones (Yong-Lak and Jun-Hyung 2016).The impetus for the use of EOs is associated with the constitutive advantages of their properties, low toxicity to mammals, and little persistence in the environment.Therefore, EOs have been proposed for organic and integrated pest management programs (Campolo et al. 2017;Pavela et al. 2020).The Lamiacea family has been validated for its insecticidal potential (Prasannakumar et al. 2023).The Ocimum basilicum is widely distributed in Egypt (Kandil et al. 2009) and is known for their significant medicinal values (Vasudevan et al. 1999).Several studies reported that chemical components of O. basilicum showed insecticidal properties against insect pests such as Spodoptera litura (Fabricius) and Rhyzopertha dominica (Fabricius) (Hummelbrunner and Isman 2001;Ebadollahi et al. 2022).
The family Noctuidae has received great attention because it contains serious pests on a wide range of agricultural plants (Zuo et al. 2022a and b;Henaish 2023).They are believed to be the most destructive pests of vegetables, destroying gardens, orchards, and crops every year (Capinera 2008;Zahiri et al. 2012).One of the most harmful and destructive Noctuid pests is Spodoptera littoralis (Boisduval) the Egyptian cotton leafworm.It exists throughout the year and infests about 90 plant species belonging to 40 plant families including cotton, the main economic crop in Egypt (Shaurub et al. 2020).Recently, populations of S. littoralis with high levels of resistance to several groups of insecticides were selected and this pest is ranked among the top 30 highly resistant species worldwide, as listed by the Arthropod Pesticide Resistance Database (http:// www.pesti cider esist ance.org, accessed on 18 May 2021).On the other hand, black cutworm Agrotis ipsilon (Hufnagel) is a major subterranean pest.The larvae hide in the soil and feed on the stems of seedlings, resulting in damaged growth and plant death (Xiang et al. 2010).It is difficult to manage this pest using traditional insecticides because of its resistance and its nocturnal activity (Li et al. 2007).
Conversely, insects develop multiple strategies to overcome the potential toxicity of these xenobiotics (Després et al. 2007;Hu et al. 2019;El-Sayed et al. 2023).The insect detoxification enzyme system includes three phases: biotransformation, metabolism, and secretion of insecticides before reaching the target sites and producing their toxic effects (Li et al. 2007;Xu et al. 2020;You et al. 2023).Phase I detoxifying enzymes include cytochrome P450 monooxygenases, esterases, and flavin monooxygenases, which catalyze the responsible oxidation, reduction, and hydrolytic reactions, as well as incorporate polar groups to enhance the water solubility of toxic molecules (Liao et al. 2016).Phase II enzymes, including glutathione S-transferases (GSTs), UDP-glucuronosyltransferases (UGTs), and sulfotransferase, conjugate the molecules to improve the water solubility of phase I products (Aioub et al. 2023).Phase III transporters, such as adenosine triphosphate-binding cassette (ABC), export the conjugated toxins from the cell (Tijet et al. 2001;Liu et al. 2015).
In general, the insecticidal activity of EOs has been frequently assessed against insect pest species (Benelli et al. 2018).However, as rare studies explored the biochemical targets and intermediate changes, the mode of action of EO is still in need of deep understanding (Hashem et al. 2020).
To mitigate some of the drawbacks associated with the use of EOs in pest management programs, the current study aimed to evaluate the toxicity and biochemical efficacy of basil (Ocimum basilicum) against A. ipsilon and S. littoralis.In addition, to gain insights into the binding pattern between linalool, the major EO constituent, and GST, we conducted a molecular docking study.

Insect Colony
Agrotis ipsilon and S. littoralis cultures were provided by the Entomology Department, Faculty of Agriculture, Cairo University, Giza, Egypt (30.0131°N, 31.2089°E).Both insects were raised in sterile plastic containers (17 × 25 × 8 cm) under suitable conditions (8 h darkness: 16 h light at 25 °C and 60% relative humidity) (Moustafa et al. 2021a(Moustafa et al. , 2023a;;Awad et al. 2022).Agrotis ipsilon larvae were raised separately (Moustafa et al. 2021a) in small plastic cups and fed on fresh castor leaves until pupation.The pupae were maintained in glass jars with paper tissues until adult emergence.Bioassays were carried out on the 2nd instar larvae under suitable laboratory conditions (Moustafa et al. 2021a(Moustafa et al. , 2022)).

Basil, Ocimum basilicum, Oil
Basil oil samples were obtained from the Medicinal and Aromatic Plants Research Department, El-Qanater El-Khairiya, Qalubeia Governorate, Egypt (30°19′N, 31°13′E, 16.9 m above sea level).Extraction was carried out according to Moustafa et al. (2023a) and the obtained EO was dried and stored in sealed Eppendorf tubes until use.

Gas Chromatography-Mass Spectrometry (GC-MS) Analysis
Identification of the chemical composition of O. basilicum EO was done as described by Moustafa et al. (2021a).Shimadzu single quadrupole gas chromatograph-mass spectrometer (GC-MS-QP) 2015 plus (Kyoto, Japan) was used via 0.5 µL injections of the EO on a Hewlett Packard chromatograph model 597 equipped with a flame ionization detector (FID) and a 50-cm HP capillary column.For identification, the retention time (RT) of each obtained peak was compared with the data in the WILEY/NIST and Tutor Libraries (Beckley et al. 2014;Abd El-Kareem et al. 2016).

Toxicity
The lethal and sublethal concentrations of O. basilicum EO were estimated.Second instar larvae of S. littoralis and A. ipsilon were treated with five concentrations, viz 8000, 4000, 2000, 1000, and 500 mg/L).For each concentration, five replicates were used (10 larvae/replicate).Castor bean leaves were dipped in each concentration for 20 s then left to airdry (Hamada et al. 2018), while other leaves were dipped in water for control group.The larvae fed on the treated leaves for 24 h and the survivors were kept in a clean jar supplied with fresh untreated leaves.The larval mortality was recorded daily (Moustafa et al. 2021a) after the correction with the natural death rate in the experiment using Abbott's formula (Abbott 1925).The toxicity experiment was repeated twice.

Lethal and Sublethal Effects
The sublethal effect of basil EO on the development of both insects was evaluated using the estimated LC 15 and LC 50 .Three replicates, each containing fifty larvae, were used for each concentration.The surviving larvae were kept in a tiny, dry cups containing fresh, untreated castor bean leaves (Moustafa et al. 2021b and2023b) and the developmental changes were recorded daily.The developmental changes were evaluated based on the following variables: larval and pupal duration (days), pupation percentage, pupal weight (g), sex ratio, and adult emergence rate.
To calculate percentages of fecundity and hatchability, three replicates were used (five females and seven males/ replicate) (Moustafa et al. 2016 and2023b).

Sample Preparation
The 2nd instar larvae were treated with the LC 15 and LC 50 estimated values of O. basilicum EO.The detoxifying enzymes' activity was assessed after 24, 48, 72, and 96 h of treatment using 50 mg of the fresh body weight of the surviving larvae (Moustafa et al. 2023a).Five replicates were used for each concentration.The larvae were homogenized in 0.1 M phosphate buffer with pH 7.0 for carboxylesterase (CarE), pH 7.4 for cytochrome P450 (P450), and pH 6.5 for glutathione S-transferase (GST).The supernatants from the homogenates were transferred into clean sterile tubes (each of 1.5 mL) after a 15-min centrifugation at 7000 rpm.

Carboxylesterase Assay
CarE activity (α-and β-esterase) was assessed according to the methods outlined by van Asperen (1962) and Moustafa et al. (2023a).Alpha-or beta-naphthyl acetate (30 mM) was added to the homogenate sample and the mixture was left for 15 min at 25 °C.Fast Blue b (2%) and sodium dodecyl sulfate (5%) were added to stop the reaction.For α-and β-esterase, the optical density was measured at 550 and 600 nm, respectively, using a Jenway-7205UV/Vis Spectrophotometer.

Cytochrome P-450 Monooxygenase Assay
As described by Hansen and Hodgson (1971) and Moustafa et al. (2023a), P-nitro anisole (PN) was used for measuring cytochrome P-450 activity.A mixture of 100 µL of 2 mM p-nitro anisole and 90 µL of homogenate sample was incubated at 27 °C for 2 min then 10 µL of 9.6 mM NADPH was added.The optical density was determined at 405 nm using a microplate reader (Clindiag-MR-96, ISO09001:2008, Belgium).

Protein Determination
Coomassie brilliant blue assay was used to calculate the protein concentration according to Bradford (1976).

Molecular Docking Analysis
The interaction and binding between linalool (the most abundant constituent of basil EO) and GST were examined utilizing the molecular docking tests using the MOE 2015 software.The structure of the compounds was created from the output of the Gaussian 09 software in the PDB file format.GST crystal structures (PDB ID: 1PN9) were downloaded from the protein data bank (http:// www.rcsb.org.pdb).The most potent complexes, the ligands, were built into 3D structures using Chem Draws 18.0 and saved as MDL molfiles.The compound that had the lowest binding affinity received the highest rating.

Data Analysis
SPSS (V.22) was used to enter, code, and analyze the data.The data were examined for meeting the criteria for parametric testing.The Shapiro-Wilk and Kolmogorov-Smirnov tests were used to determine the normality of the continuous variables.The probability and percentile data were standardized using the Arcsine Square Root transformation.The data were presented as (mean ± SD).ANOVA was performed for both the control and treatments and the Tukey pairwise post hoc analysis was carried out.P-value was considered significant at < 0.05.Chi-square (χ 2 ) method was used (MiniTab V. 14) to record the observed and expected frequencies of the toxicity.The analysis became available using SigmaPlot (V.12.0) while R studio (V.2022.02.4.) was used for data visualization.

Effect of O. basilicum EO on Detoxifying Enzymes
CarE (a-esterase and β-esterase), cytochrome P-450, and GST activities were assessed after 24, 48, 72, and 96 h of treating the 2nd instar larvae of A. ipsilon and S. littoralis with O. basilicum EO.As shown in Table 4, the CarE activities increased with all treatments in A. ipsilon, while were decreased in S. littoralis (Table 5).In contrast, O. basilicum EO significantly induced the MFO activity in both insects (Table 4 and 5) after 24, 48, and 72 h from treatments.Interestingly, GST activity significantly increased in A. ipsilon (Table 4) and decreased in S. littoralis (Table 5).

Docking Investigation
Docking on the receptor of GST (PDB ID: 1PN9) The docking procedure (Fig. 3) was initially validated by re-docking with the co-crystallized s-Hexylglutathione ligand (GTX) in the enzyme binding pocket with an energy score (S) of − 4.558 kcal/mol.As shown in Table 6, the docking energy score of the docked compound (linalool) with the enzyme receptor (PDB ID: 1PN9) was − 4.7748 kcal/mol, which is higher than that of the co-crystallized ligand.

Discussion
Insecticide resistance is a critical problem in insect management.Resistance develops through such mechanisms as resistance to penetration, target-site alteration, and enhanced activity of detoxification enzymes (Tangtrakulwanich and Reddy 2014).Accordingly, essential oils have been used as insecticides due to their ability to act on multiple targets.They can enhance the insecticidal effect and are promising as an alternative to traditional insecticides (Isman 2020; Duque et al. 2023).In general, the Ocimum genus is well known for its insecticidal effect against diverse insect pests (Rodríguez-González et al. 2019).The basic chemical composition of Ocimum plants is highly variable and may rely on the genetic properties of the plant and the cultivation conditions (Vieira and Simon 2000).Herein, we analyzed and identified the chemical composition of basil (O.basilicum) EO using GC-MS and the analysis revealed that the major constituents were linalool (29.34%), the most abundant compound, 3,7-dimethyl-2,6-octadienal (13.16%), 2,6-octadienal, 3,7-dimethyl-, (Z)-(8.82%),and 3-cyclohexen-1-ol,4-methyl-1-(1-methylethyl)-(7.20%).The results also revealed that this plant may belong to linalool chemotype, which could have a repellent and toxic activities against insects (Rozman et al. 2007;Chaaban et al. 2019).
Regarding the toxicity of O. basilicum EO, no significant difference in its LC 50 values between A. ipsilon and S. littoralis (about 1.03-fold).Beside toxicity, the sublethal effects on the behavioral and physiological parameters may play a key role in insect pests management (de Araújo et al. 2017).Our experiment showed that the LC 15 and LC 50 values of O. basilicum EO significantly prolonged the larval duration in both insects, in comparison with the control.Similarly, the pupal durations of A. ipsilon were significantly prolonged after administering the 2nd instar larvae with LC 50 of O. basilicum EO.However, no significant differences in the pupal duration of S. littoralis were    As to pupation, emergence percentage, and female pupal weight, no significant difference was observed after the treatment of the second instar larvae of both insects with LC 15 and LC 50 of O. basilicum EO.Nevertheless, the male pupal weight of S. littoralis was significantly decreased after treating the larvae with LC 15 and LC 50 values.It has been reported that poor nutrition before pupation affected pupa development and prolonged the pupa duration (Aqueel et al. 2015).Earlier studies also confirmed the sublethal effects of chemical or bio-insecticides in a number of lepidopteran pests including A. ipsilon (Moustafa et al. 2021a and2022), S. littoralis (Moustafa et al. 2021b and2023a), Plutella xylostella (Linnaeus) (Lepidoptera: Plutellidae) (Wang et al. 2023), Mamestra brassicae (Linnaeus) (Lepidoptera: Noctuidae) (Moustafa et al. 2016 and2023b), and Tuta absoluta (Kandil et al. 2020).According to Santos et al. (2017) and Huisamen et al. (2023), the sublethal effect on individuals that is followed by physiological impairment can negatively affect the insect activities and population growth.
Detoxification enzymes are key players in insecticide metabolism in insects (Fouad et al. 2022;You et al. 2022;Aioub et al. 2023;Moustafa et al. 2023c;Prasannakumar et al. 2023).Insect resistance is usually accompanied with enhanced activity of these enzymes (David et al. 2013).In fact, the EOs mode of action needs further understanding.The EOs elicit such distinct neurotoxic symptoms as hyperactivity, agitation, paralysis, and knockdown (Ahmadi et al. 2022).Besides, some studies reported that EOs inhibit detoxifying enzymes (P450s, CarEs, and GSTs) in insects (Tak et al. 2016;Huang et al. 2020).As a target for insecticides, GST is crucial for pesticide detoxification.It converts lipid metabolites of insecticides or combines with toxic molecules via chelation, to protect tissues from oxidative stress (Korkina 2016;Liao et al. 2017).As revealed by our results, GST activities increased significantly by 4.4-, 4.2-, 2.4-, and 2.1-fold after 24, 48, 72, and 96 h of treating A. ipsilon larvae with LC 50 of O. basilicum EO.However, a different pattern was recorded for S. littoralis larvae, where the LC 50 of O. basilicum EO caused a noticeable inhibition of GST activity 3.8-, 2.5-, 3.6-, and 6.1-fold after 24, 48, 72, and 96 h after treatment, as compared with control.The inhibition of GST can be attributed to the presence of various ingredients in basil EO that act through various modes of action (Liao et al. 2017) while the GST enhanced activity could be an indicator of the adaptation of insects to xenobiotics (Koirala et al. 2022).The cytochrome P450 system protects insects from poisons (Liao et al. 2017).Our study indicated that O. basilicum EO significantly induced the cytochrome P450 activity by about 2.3-fold in A. ipsilon larvae after 24 h of treatment and by about 1.5-, 1.7-, and twofold in S. littoralis larvae after 24, 48, and 72 h of treatment with the LC 50 .
Interestingly, the esterase family of enzymes hydrolyzes ester bonds in insecticides and changes their activities that would result in chemical stress in insects (Gong et al. 2021).Our results showed that the treatment of the 2nd instar larvae with LC 15 and LC 50 of O. basilicum EO caused a significant increase in β-esterase activity in A. ipsilon whereas a significant decline was observed in S. littoralis, after 48 and 72 h of treatment.
Being more sensitive to essential oils than P450s and CarEs, GST may serve as the primary target of essential oils.Therefore, the decrease in GST activity may be one major cause of insect mortality.In this context, the molecular docking study enables us to specify the most optimal ligands for the GST enzyme.The docking energy score of linalool, the main constituent of basil EO, with the enzyme receptor (PDB ID: 1PN9) was higher than that of the co-crystallized ligand, which confirmed the strong binding between the compound and the receptor.In docking simulations, a s-Hexylglutathione Linalool   (Shahbaaz et al. 2017).Our current findings are consistent with the experimental findings of in vitro assay.Interaction with the detoxification enzymes is recognized to be the most critical element influencing the biological activity of the compounds against enzymes.For instance, the interaction between citral in Cymbopogon citratus EO and cytochrome P-450 enzyme of S. littoralis was reported by Moustafa et al. (2023a).Overall, the results could provide better understanding of the mode of action of O. basilicum EO at the molecular level, particularly linalool binding affinity with GST receptor.

Conclusion
In conclusion, O. basilicum essential oil demonstrated lethal and sublethal effects against A. ipsilon and S. littoralis, two Lepidopteran pests severely damaging agricultural production worldwide.In addition, the strong binding between linalool, the main constituent of O. basilicum EO, and the GST receptor suggests that GST may be a primary target for O. basilicum EO.The obtained results are expected to promote sustainable pest control practices.However, in future investigations, insights into the effects of O. basilicum EO under field conditions will be needed to appropriately validate our results.

Fig. 1
Fig. 1 Chemical structure of the main bioactive compounds of basil EO, O. basilicum

Fig. 2
Fig. 2 Sex ratio of the emerged adults of Agrotis ipsilon and Spodoptera littoralis after treating the 2nd instar larvae with LC 15 and LC 50 of Ocimum basilicum essential oil

Fig. 3
Fig.32D and 3D molecular docking simulation of the interactions between the s-Hexylglutathione ligand (GTX) in the enzyme binding pocket and linalool with the active site of the receptor of GST (PDB ID: 1PN9)

Toxicity of O. basilicum EO to A. ipsilon and S. littoralis Larvae LC
15 and LC 50 values of O. basilicum EO to the second instar larvae of both insects are shown in Table 2.The LC 15 values were 706.29 and 784.93 mg/L while the LC 50 values were 2748.04 and 2665.70 mg/L to A. ipsilon and S. littoralis, respectively (Table 2).

Table 1
The chemical compounds identified in the essential oil from basil, Ocimum.basilicum

Table 2
Toxicity of basil (Ocimum.basilicum) essential oil to the second instar larvae of Agrotis ipsilon and Spodoptera littoralis

Table 3
Effect of basil (Ocimum basilicum) essential oil on the development of Agrotis ipsilon and Spodoptera littoralis after treating the 2nd instar larvae with LC 15 and LC 50 values

Table 5
The activity of detoxification enzymes (carboxylesterase (α-and β-esterase), cytochrome P-450, and GST) after 24, 48, 72, and 96 h of treating the 2nd instar larvae of Spodoptera littoralis with LC 15 and LC 50 of Ocimum basilicum essential oil Means that do not share a letter in column are significantly different

Table 6
Docking interaction data calculations of co-crystallized s-Hexylglutathione ligand (GTX) in the enzyme binding pocket and linalool with the active site of the receptor of GST (PDB ID: 1PN9)