Qiaoli Yan,
Xiaogang Lu,
Jin Wang,
Zixuan Zhang,
Runli Gao,
Chengxin Pei and
Hongmei Wang*
State Key Laboratory of NBC Protection for Civilian, Beijing 102205, China. E-mail: hongmei_ricd@yeah.net
First published on 29th January 2024
In continuation of our program aimed at the discovery and development of natural product-based insecticidal agents, a series of novel nereistoxin derivatives containing phosphonate were synthesized and characterized by 31P, 1H, 13C NMR and HRMS. The bioactivities of the derivatives were evaluated for the acetylcholinesterase (AChE) inhibition potency and insecticidal activity. The AChE inhibitory effects of the derivatives were investigated using the in vitro Ellman method. Half of the compounds exhibited excellent inhibition of AChE. All the compounds were assessed for insecticidal activities against Mythimna separate (Walker) and Rhopalosiphum padi in vivo. Some derivatives displayed promising insecticidal activity against Rhopalosiphum padi. Compounds 5b and 6a displayed the highest activity against R. padi, showing LC50 values of 17.14 and 18.28 μg mL−1, respectively, close to that of commercial insecticide flunicotamid (LC50 = 17.13 μg mL−1). Compound 9g also showed notable insecticidal activity, with an LC50 value of 23.98 μg mL−1. Additionally, the binding modes of the active compounds 5b, 6a and 9g with AChE were analyzed in-depth though molecular docking and the intrinsic reasons for the differences in the strength of the compound's activities were elucidated. In summary, our findings demonstrate the potential of these nereistoxin derivatives as promising candidates for the development of novel pesticides.
Organophosphorus insecticides are known for their broad-spectrum insecticides, rapid action and significant effects.12 Despite their numerous benefits, they cause serious reverberations on humans and animals, including organ failure and damage to the nervous system.13,14 Consequently, researchers are actively exploring innovative strategies to mitigate its major adverse effect on humans. The modification of organophosphorus insecticides aims to retain their efficient insecticidal activity while reducing the environmental impact. This endeavor has led to the development of new pesticides that are relatively safe for mammals and environmentally friendly. By combining organophosphorus components with the natural product nereistoxin, our objective is to explore new compounds that strike a balance between excellent insecticidal activity and environmentally sound characteristics. Our prior research focused on synthesizing N,N-dimethyl nereistoxin derivatives containing phosphonates and their bioactivities. We have screened compounds with insecticidal potential.15 To enhance the activities of the new S–P bond nereistoxin derivatives associated with phosphonates, we conducted a detailed study of derivatives with varied substituents on N atom (Fig. 2, the alkyl substituents on the N atom are changed) and the synthesis, characterization and biological activities (acetylcholinesterase inhibitory activity and insecticidal activity against Mythimna separata Walker and Rhopalosiphum padi) were fully studied. Our findings revealed that the introduction of various alkyl substituents on the N atom resulted in differing degrees of acetylcholinesterase inhibition and insecticidal activity. These results highlight the potential of these S–P bond nereistoxin derivatives as insecticidal agents and offer valuable insights for further development in the field of insect pest control. Moreover, molecular docking was conducted to illustrate the binding modes of active compounds with AChE, aiming to provide insights into the variations in their activity strengths.
Compounds containing tert-butyl groups (5f, 6f, 7f, 8f, and 9f) are unstable due to the high steric hindrance of tert-butyl, making them more prone to hydrolyzing –OC(CH3)3 into –OH.
Since the benzyl group forms a carbonium ion and enters displacement reactions much more readily than aliphatic groups do, the benzyl group are theoretically more likely to hydrolyze than aliphatic phosphates.16 Therefore, 5h, 7h, and 9h are unstable and more likely to hydrolyze.
Comp. | R1 | R2 | R3 | IC50 (μM) | Ki (mM−1 min−1) |
---|---|---|---|---|---|
a Compounds are unstable in purification.b Hydrolyzed easily.c Poor solubility. | |||||
5a | Me | H | Me | —a | — |
5b | Me | H | Et | 0.5243 | 81338.64 ± 6948.86 |
5c | Me | H | nPr | 0.3506 | 108215.90 ± 6501.13 |
5d | Me | H | iPr | 23.43 | 2254.33 ± 321.25 |
5e | Me | H | nBu | 0.4041 | 66859.10 ± 3840.74 |
5f | Me | H | tBu | —b | — |
5g | Me | H | Ph | —a | — |
5h | Me | H | Bn | —a | — |
6a | Et | Et | Me | 0.6813 | 56184.77 ± 13731.42 |
6b | Et | Et | Et | 3.133 | 24341.50 ± 1855.40 |
6c | Et | Et | nPr | 8.494 | 6503.80 ± 486.92 |
6d | Et | Et | iPr | 99.77 | 792.54 ± 46.93 |
6e | Et | Et | nBu | 17.25 | 4203.51 ± 878.03 |
6f | Et | Et | tBu | —b | — |
6g | Et | Et | Ph | —c | — |
6h | Et | Et | Bn | —c | — |
7a | Et | H | Me | —a | — |
7b | Et | H | Et | 1.383 | 202.01 ± 59.01 |
7c | Et | H | nPr | 19.33 | 7.01 ± 5.12 |
7d | Et | H | iPr | 28.77 | 9.60 ± 0.44 |
7e | Et | H | nBu | 36.73 | 2.26 ± 0.12 |
7f | Et | H | tBu | —a | — |
7g | Et | H | Ph | —a | — |
7h | Et | H | Bn | —a | — |
8a | nPr | nPr | Me | 7.039 | 6531.33 ± 210.66 |
8b | nPr | nPr | Et | 12.86 | 2723.50 ± 183.68 |
8c | nPr | nPr | nPr | 45.03 | 1066.84 ± 98.27 |
8d | nPr | nPr | iPr | 871.00 | 80.87 ± 1.00 |
8e | nPr | nPr | nBu | 57.98 | 792.57 ± 8.06 |
8f | nPr | nPr | tBu | —a | — |
8g | nPr | nPr | Ph | —a | — |
8h | nPr | nPr | Bn | —a | — |
9a | nPr | H | Me | —a | — |
9b | nPr | H | Et | 8.641 | 21.62 ± 4.64 |
9c | nPr | H | nPr | 0.9667 | 79.47 ± 18.53 |
9d | nPr | H | iPr | 269.7 | 0.67 ± 0.07 |
9e | nPr | H | nBu | 5.42 | 26.75 ± 0.59 |
9f | nPr | H | tBu | —a | — |
9g | nPr | H | Ph | —a | — |
9h | nPr | H | Bn | —a | — |
To assess the mode of action of the nereistoxin derivatives, the activity of human AChE was assayed for each compound. All compounds were evaluated for their inhibitory activity on AChE using Ellman's method, except for certain compounds characterized that are easy hydrolysis, poor solubility and instability. It is difficult to calculate the IC50 value of nereistoxin because it is such a weak AChE inhibitor.
The compounds exhibited varying levels of inhibition on human AChE with IC50 values ranging from 0.3506 μmol L−1 to 871 μmol L−1 (Table 1). The results demonstrated that these derivatives, in general, exhibited exceptional inhibitory potency against human AChE compared with the similar phosphorothioates reported previously.19 Notably, compounds 5c, 5e, 5b, 6a, and 9c showed significant AChE inhibitory activity, with IC50 values less than 1 μmol L−1. Among them, compound 5c displayed the most potent inhibition with the lowest IC50 value of 0.3506 μmol L−1. It's worth noting that the N-methyl-substituted compounds showed higher inhibitory activity against AChE compared to other N-alkyl-substituted compounds with the same phosphate ester substituents. Additionally, for N,N-dialkyl compounds, the AChE inhibition decreases as the number of C atoms increases when the substituents of the phosphate ester are straight-chain alkyl groups, such as the inhibitory activity of 6a < 6b < 6c < 6e, 8a < 8b < 8c < 8e.
Based on the preliminary results (Table 2), compounds with excellent bioactivity were selected for further bioassays against M. separate at different concentrations (the different concentrations of 10a, 12b, 12d and 12e were 125, 250, 500, 1000, 2000 μg mL−1). The results of these bioassays are expressed in Table 3 as half of the lethal concentration (LC50, μg mL−1).
Comp. | R1 | R2 | R3 | Corrected mortality rate ±SD (%) | |
---|---|---|---|---|---|
24 h | 48 h | ||||
a Compounds are unstable in purification.b Hydrolyzed easily. | |||||
5a | Me | H | Me | —a | — |
5b | Me | H | Et | 8.33 ± 2.35 | 25 ± 2.37 |
5c | Me | H | nPr | 8.33 ± 4.11 | 25 ± 0 |
5d | Me | H | iPr | 0 | 8.33 ± 1.21 |
5e | Me | H | nBu | 0 | 16.67 ± 2.74 |
5f | Me | H | tBu | —b | — |
5g | Me | H | Ph | 0 | 25 ± 3.50 |
5h | Me | H | Bn | —a | — |
6a | Et | Et | Me | 58.33 ± 1.98 | 66.67 ± 2.26 |
6b | Et | Et | Et | 8.33 ± 0.91 | 25 ± 3.51 |
6c | Et | Et | nPr | 8.33 ± 1.63 | 8.33 ± 1.47 |
6d | Et | Et | iPr | 0 | 25 ± 2.28 |
6e | Et | Et | nBu | 0 | 8.33 ± 0.69 |
6f | Et | Et | tBu | —b | — |
6g | Et | Et | Ph | 0 | 33.33 ± 0.62 |
6h | Et | Et | Bn | 16.67 ± 1.59 | 16.67 ± 1.94 |
7a | Et | H | Me | —a | — |
7b | Et | H | Et | 0 | 0 |
7c | Et | H | nPr | 0 | 0 |
7d | Et | H | iPr | 0 | 0 |
7e | Et | H | nBu | 20 ± 1.49 | 0 |
7f | Et | H | tBu | —b | — |
7g | Et | H | Ph | 8.33 ± 1.57 | 33.33 ± 1.82 |
7h | Et | H | Bn | —a | — |
8a | nPr | nPr | Me | 8.33 ± 1.38 | 16.67 ± 0.75 |
8b | nPr | nPr | Et | 16.67 ± 1.24 | 58.33 ± 2.17 |
8c | nPr | nPr | nPr | 16.67 ± 1.38 | 16.67 ± 0.99 |
8d | nPr | nPr | iPr | 8.33 ± 2.21 | 50 ± 2.88 |
8e | nPr | nPr | nBu | 16.67 ± 2.29 | 58.33 ± 2.28 |
8f | nPr | nPr | tBu | —b | — |
8g | nPr | nPr | Ph | 0 | 16.67 ± 1.73 |
8h | nPr | nPr | Bn | 0 | 8.33 ± 1.27 |
9a | nPr | H | Me | —a | — |
9b | nPr | H | Et | 0 | 0 |
9c | nPr | H | nPr | 0 | 0 |
9d | nPr | H | iPr | 0 | 0 |
9e | nPr | H | nBu | 0 | 0 |
9f | nPr | H | tBu | —b | — |
9g | nPr | H | Ph | 8.33 ± 1.96 | 16.67 ± 3.25 |
9h | nPr | H | Bn | —a | — |
Nereistoxin | — | — | — | 100 ± 0 | 100 ± 0 |
Chlorpyrifos | — | — | — | 100 ± 0 | 100 ± 0 |
Comp. | y = ax + b | LC50 (μg mL−1) | R2 | CI (95%) |
---|---|---|---|---|
6a | y = 1.5794x + 0.5582 | 649 | 0.9433 | 383.76–1097.72 |
8b | y = 1.1530x + 1.6038 | 882 | 0.9903 | 404.33–1924.88 |
8d | y = 1.2229x + 1.4573 | 789 | 0.9880 | 391.17–1591.31 |
8e | y = 1.2229x + 1.4132 | 857 | 0.9705 | 413.00–1779.19 |
Nereistoxin | y = 1.8644x + 0.9391 | 150.71 | 0.9784 | 92.25–246.21 |
Chlorpyrifos | y = 1.6690x + 2.9764 | 16.31 | 0.9829 | 9.44–28.20 |
Table 3 reveals that among the 29 new compounds, only 6a, 8b, 8d and 8e attained the criteria for further assays (48 h corrected mortality >50%). Notably, compounds 8b, 8d and 8e belong to the N-propyl substituted class, suggesting that these compounds possess more significant insecticidal potential than other classes in the experimental group. However, the LC50 of the synthesized compounds ranged from 649 μg mL−1 to 882 μg mL−1, which is much higher than the LC50 of the nereistoxin (150.71 μg mL−1). Correspondingly, the LC50 of the positive control chlorpyrifos is only 16.31 μg mL−1, which means that the insecticidal activity of the synthesized compounds against M. separate is much weaker compared to that of chlorpyrifos. Compared with the previous research,15 the LC50 values of N,N-dimethyl compounds against M. separate ranged from 136.86 to 836.34 μg mL−1, that is, compared to analogues, the lead compound nereistoxin displayed more potent effect on the third instar larvae of M. separata. The structure–activity relationship (SAR) analysis revealed that the insecticidal activity against M. separate was greatly influenced by the type of the substituents on N and P atoms. The mortality rates of N,N-dialkyl compounds were generally higher than those of N-alkyl compounds, such as the mortality rates of N,N-dimethyl substituents > N-methyl substituents, N,N-diethyl substituents (6) > N-ethyl substituents (7), N,N-dipropyl substituents (8) > N-propyl substituents (9), indicating that dialkyl substituent on N atom has higher insecticidal activity against M. separate. Moreover, for N,N-dialkyl compounds, the mortality rate of branched substituents on the P atom exceeded that of straight-chain substituents, e.g. mortality rate 6d > 6c, 8d > 8c, indicating that the branched alkane substituent has higher activity than that of straight-chain alkane substituents.
Comp. | R1 | R2 | R3 | Corrected mortality rate ±SD (%) | |
---|---|---|---|---|---|
24 h | 48 h | ||||
a Compounds are unstable in purification.b Hydrolyzed easily. | |||||
5a | Me | H | Me | —a | — |
5b | Me | H | Et | 12.44 ± 1.62 | 87.74 ± 2.08 |
5c | Me | H | nPr | 5.19 ± 0.91 | 60.61 ± 3.01 |
5d | Me | H | iPr | 6.76 ± 1.91 | 59.28 ± 4.11 |
5e | Me | H | nBu | 7.09 ± 2.70 | 47.96 ± 3.65 |
5f | Me | H | tBu | —b | — |
5g | Me | H | Ph | 4.62 ± 3.90 | 44.74 ± 1.05 |
5h | Me | H | Bn | —a | — |
6a | Et | Et | Me | 6.65 ± 5.32 | 84.21 ± 4.68 |
6b | Et | Et | Et | 14.22 ± 2.87 | 49.45 ± 1.48 |
6c | Et | Et | nPr | 5.65 ± 2.18 | 21.92 ± 5.70 |
6d | Et | Et | iPr | 10.42 ± 2.34 | 16.78 ± 3.12 |
6e | Et | Et | nBu | 1.59 ± 2.24 | 33.56 ± 3.26 |
6f | Et | Et | tBu | —b | — |
6g | Et | Et | Ph | 10.17 ± 4.91 | 12.88 ± 3.73 |
6h | Et | Et | Bn | 1.23 ± 1.74 | 46.32 ± 2.42 |
7a | Et | H | Me | —a | — |
7b | Et | H | Et | 10.92 ± 4.91 | 21.82 ± 1.19 |
7c | Et | H | nPr | 29.28 ± 3.43 | 85.08 ± 1.69 |
7d | Et | H | iPr | 9.04 ± 4.17 | 43.20 ± 4.86 |
7e | Et | H | nBu | 9.48 ± 4.28 | 23.80 ± 5.52 |
7f | Et | H | tBu | —b | — |
7g | Et | H | Ph | 2.62 ± 1.86 | 82.50 ± 3.92 |
7h | Et | H | Bn | —a | — |
8a | nPr | nPr | Me | 8.35 ± 3.95 | 26.32 ± 2.22 |
8b | nPr | nPr | Et | 10.35 ± 2.55 | 89.07 ± 2.66 |
8c | nPr | nPr | nPr | 11.64 ± 1.98 | 15.55 ± 2.13 |
8d | nPr | nPr | iPr | 10.10 ± 0.71 | 45.37 ± 3.89 |
8e | nPr | nPr | nBu | 4.46 ± 1.99 | 24.82 ± 3.38 |
8f | nPr | nPr | tBu | —b | — |
8g | nPr | nPr | Ph | 6.58 ± 1.83 | 17.36 ± 4.56 |
8h | nPr | nPr | Bn | 1.08 ± 1.52 | 22.95 ± 0.58 |
9a | nPr | H | Me | —a | — |
9b | nPr | H | Et | 36.98 ± 1.79 | 90.21 ± 0.80 |
9c | nPr | H | nPr | 49.87 ± 1.13 | 84.00 ± 1.28 |
9d | nPr | H | iPr | 31.32 ± 0.91 | 31.43 ± 0.83 |
9e | nPr | H | nBu | 23.51 ± 3.83 | 39.06 ± 2.25 |
9f | nPr | H | tBu | —b | — |
9g | nPr | H | Ph | 1.23 ± 1.75 | 84.08 ± 2.99 |
9h | nPr | H | Bn | —a | — |
Nereistoxin | — | — | — | 12.71 ± 1.61 | 40.22 ± 0.12 |
Flunicotamid | — | — | — | 75.11 ± 1.96 | 84.00 ± 2.78 |
The corrected mortality rates of all compounds at 24 h were lower than that of the positive control, flunicotamid (75.11%). Half of the compounds had a mortality rate of less than 10% at 24 h, while the mortality rate of nereistoxin was 12.71%. Only six compounds had a higher corrected mortality rate than nereistoxin at 24 h. With the time extension to 48 h, the corrected mortality rates of 5b, 6a, 7c, 7g, 8b, 9b, 9c and 9g increased from 1.23–9.87% to 80–90%. The corrected mortality rate of the positive control, flunicotamid, at 48 h was 84%, indicating that the compounds (0.2 mg L−1) could achieve the same insecticidal effect as the positive control (0.04 mg L−1) after 48 h.
It can also be seen from Table 4 that the corrected mortality rate of nereistoxin at 48 h increased only from 12.71% at 12 h to 40.22%. In comparison, 9b had the highest corrected mortality rate of 90.21%. The corrected mortality rate for 9g increased from 1.23% at 24 h to 84.08% at 48 h, a 68-fold enhancement. This indicates that such compounds can exert efficient insecticidal activity in a short period of time, which may be similar to the mode of action of organophosphorus insecticides.
Based on these preliminary results (Table 4), some of the compounds with corrected mortality rates more than 80% at 48 h were chosen for further bioassays against R. padi at different concentrations (12.5, 25, 50, 100, and 200 μg mL−1); the results of these bioassays are presented as half of the lethal concentration (LC50; μg mL−1) in Table 5.
Comp. | y = ax + b | LC50 (μg mL−1) | R2 | CI (95%) |
---|---|---|---|---|
5b | y = 1.2105x + 3.5061 | 17.14 | 0.9637 | 11.53–25.48 |
6a | y = 1.2805x + 0.9847 | 18.28 | 0.9695 | 12.72–26.26 |
7c | y = 1.0586x + 2.9346 | 89.35 | 0.9899 | 70.59–113.09 |
7g | y = 2.3099x + 1.5743 | 30.41 | 0.9579 | 25.39–36.43 |
8b | y = 1.2102x + 3.1332 | 34.88 | 0.9727 | 26.47–45.96 |
9b | y = 1.2496x + 2.6866 | 71.02 | 0.9779 | 58.22–86.62 |
9c | y = 1.5811x + 2.1970 | 59.27 | 0.9832 | 51.44–68.29 |
9g | y = 1.3763x + 3.1009 | 23.98 | 0.9701 | 17.65–32.58 |
Flunicotamid | y = 1.0967x + 3.6471 | 17.13 | 0.9720 | 11.25–26.07 |
The tested compounds, including 5b, 6a, 7c, 7g, 8b, 9b, 9c and 9g, displayed excellent biological activity against R. padi in the laboratory, with LC50 values range from 17.14 μg mL−1 to 89.35 μg mL−1 (Table 5), all of which were less than 90 μg mL−1. These results indicated that the compound exhibited outstanding insecticidal activity against R. padi. It is worth mentioning that R. padi is one of the most destructive wheat pests. They feed on the sap of flowers, trees and crops, thus the affected leaves roll longitudinally to the back of the leaves, and then wither and fall off. The honeydew it secretes affects the photosynthesis of wheat leaves,22 reducing the yield and quality of wheat. Additionally, this aphid is also a transmission vector of wheat yellows virus.23,24 Chemical control remains the primary method for managing wheat aphids. However, due to their short life cycle, large and rapid reproduction, frequent control measures, and high drug dosages, drug resistance develops rapidly.25–27 Thus, it is imperative to search for novel, alternative, effective pesticides.
We therefore concluded that compounds 5b (LC50 = 17.13 μg mL−1) and 6a (LC50 = 18.28 μg mL−1) showed comparable bioactivities to the positive control flunicotamid (LC50 = 17.13 μg mL−1).
Similarly, the structure–activity relationship (SAR) analysis revealed that the insecticidal activity against R. padi was influenced by the substituents on the N and P atoms. For N-alkyl-substituted compounds with identical substituents on the N atom, the LC50 values showed that 7g < 7c and 9g < 9c, indicating that compounds with aryl substituents on phosphate esters exhibited higher activity than those with straight-chain substituents. For N-alkyl-substituted compounds with the same substituents on phosphate ester, it was observed that the shorter the carbon chain of the substituent on the N atom, the lower the activity of the compound. Comparing LC50 and mortality rates, the insecticidal activity shows that 9c > 7c > 5c, and 9g > 7g > 5g. For N,N-dialkyl substitution, the mortality rates of alkyl-substituted compounds on phosphate esters exceeded those of aryl-substituted compounds. For example, the mortality rate of 6a is greater than that of other N,N-dialkyl substituted compounds, and the mortality rate of 8b surpassed that of other N,N-dipropyl substituted compounds, indicating that alkyl substituted compounds on the phosphate ester have high activity among N,N-dialkyl substituted compounds. In addition, the activity of the compounds against R. padi is correlated with their AChE inhibition activity. In general, compounds with strong insecticidal activity also have potent AChE inhibition ability.
Comp. | Binding energy (kcal mol−1) | H-bond residues | No. of H-bond | π–π/cation–π/anion–π stacking residues |
---|---|---|---|---|
5b | −7.0 | Ser125 | 1 | — |
6a | −6.5 | Tyr124 | 1 | — |
9g | −8.5 | Tyr510, His381, Arg525, Ala528 | 4 | HIS381, Arg525, Asp400 |
Fig. 3 The binding mode of AChE with 5b. (A) The 3D structure of the complex, (B) the hydrogen bond donor receptor network of the complex, (C) the 2D binding mode of the complex. |
Fig. 4 The binding mode of AChE with 6a. (A) The 3D structure of the complex, (B) the hydrogen bond donor receptor network of the complex, (C) the 2D binding mode of the complex. |
Fig. 5 The binding mode of AChE with 9g. (A) The 3D structure of the complex, (B) the hydrogen bond donor receptor network of the complex, (C) the 2D binding mode of the complex. |
The information extracted from the docking simulation indicates that compound 5b and 6a bind to the same active pocket of AChE but adopt distinct binding modes. Each of them forms a hydrogen bond with Ser125 and Tyr124 respectively within the AChE active pocket through the oxygen atom of PO group on the phosphate moiety. The length of hydrogen bond between 5b and Ser125 is predicted to be shorter than that of 6a and Tyr124 (2.9 Å vs. 3.2 Å). Furthermore, in comparison to 6a, 5b interacts with a greater number of amino acid residues in the AChE active pocket, which caused that the binding energy of 5b with AChE is slightly lower (−7.0 kcal mol−1) than that of 6a with AChE (−6.5 kcal mol−1), indicating that 5b has a stronger affinity with AChE and exhibits more potent AChE inhibitory activity than 6a. Experimental AChE inhibitory activity assays corroborate these findings by revealing that the IC50 value of 5b (0.5243 μM) is slightly lower than that of 6a (0.6813 μM), thus affirming the superior AChE inhibitory activity of 5b. Additionally, regarding anti-aphid activity, 5b has an LC50 of 17.14 μg mL−1, slightly lower than that of 6a (LC50 = 18.28 μg mL−1). This suggests a close relationship between AChE inhibitory activity and insecticidal effectiveness, where a stronger AChE inhibitory effect corresponds to more potent insecticidal activity.
Compound 9g is a phosphate with four phenyl substituents, significantly differing in structure from compounds 5b and 6a. Molecular docking results revealed that in comparison to 5b and 6a, 9g binds to a distinct active pocket of AChE, and forms different types of interactions with amino acid residues at the active site. The oxygen atoms of PO and P–O on the phosphate in 9g form hydrogen bonds with Tyr510, His381, Arg525 and Ala528. Additionally, the presence of phenyl substituents on the phosphate ester of 9g leads to π–π stacking, cation–π, and anion–π interactions with HIS381, Arg525 and Asp400. Table 6 shows that the binding energy of 9g with AChE is −8.5 kcal mol−1, which is lower than that of 5b and 6a. This indicates that, compared to 5b and 6a, 9g exhibits stronger binding affinity with AChE. Theoretically speaking, 9g should have stronger AChE inhibitory activity and, consequently, more potent anti-aphid activity. However, because the AChE inhibitory activity experiment was conducted in a PBS buffer, the hydrophobicity of the benzene ring in 9g limits the solubility in this solution, making it challenging to determine an exact IC50 value. As a result, it was not possible to accurately compare the IC50 values of 5b, 6a and 9g, thereby hindering a direct comparison of their AChE inhibitory activities. Regarding the anti-aphid activity, the LC50 value of 9g anti-aphid was 23.98 μg mL−1, slightly higher than the LC50 values for 5b and 6a. This difference may be attributed to the presence of four phenyl substituents in compound 9g, which reduces its solubility in the physiological environment of aphids and may hinder metabolism, resulting in lower insecticidal activity.
Molecular docking analysis reveals that the phosphate moiety of the compound significantly influences AChE inhibitory activity. The binding of compounds to AChE primarily relies on the formation of hydrogen bonds between phosphate esters (PO and P–O bonds) and amino acid residues of AChE. Different phosphate ester substituents resulted in varied interactions with amino acid residues. Alkyl groups, being flexible, share the same active pocket probably with different binding modes to AChE. In contrast, aryl (phenyl)-substituted phosphate esters have a higher molecular weight and greater spatial hindrance, causing them to bind to different active sites in comparison to alkyl-substituted compounds. Moreover, the presence of the aryl group allows for the formation of π–π stacking, cation–π, and anion–π interactions between the compounds and AChE amino acid residues. Consequently, aryl-substituted compounds are expected to exert a stronger AChE inhibitory effect.
The formulas involved in the experiment are as follows:
Inhibitory mortality rate (%) = (B412 − T412) × 100/B412 |
Ki = ln[v0/vt]/[IN]t |
Corrected mortality rate (%) = (T − C) × 100/(1 − C) |
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3ra08004h |
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