Sunil Kumar,
Ayushi Mishra,
Surya Pratap Singh and
Anchal Singh*
Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, UP, India. E-mail: anchalsinghbhu@yahoo.com; anchalsingh@bhu.ac.in
First published on 12th August 2024
Traditionally, Centratherum anthelminticum (CA) has been reported to be a potent anti-filarial, however no reports are available detailing its mechanism of action against filarial parasites. In this study, we have evaluated the anti-filarial activity of CA against lymphatic filarial parasites Setaria cervi using ex vivo biochemical, proteomics and in silico approaches. The motility and viability of the parasites decreased significantly after treatment with CA concentrations of ≥125 μg mL−1. An increase in lipid peroxidation (51.92%), protein carbonylation (48.99%), NADPH oxidase (88.88%) activity and decrease in the glutathione (GSH) (−39.23%), glutathione reductase (GR) (−60.17%), and glutathione S-transferase (GST) (−50.48%) activity was also observed after CA treatment. The proteomics analysis was performed by two-dimensional gel electrophoresis and high-resolution accurate mass spectrometry (HRAMS). In total, 185 proteins were differentially expressed (DEPs) following CA treatment. The major DEPs were mostly involved in tRNA processing, biosynthetic processes, metabolic activities, protein transport, the tricarboxylic acid cycle, protein translation, and stress response. The UPLC-ESI-MS/MS analysis of CA extract revealed the presence of 40 bioactive compounds. Further the docking analysis showed 10 CA bioactive compounds to have high binding affinity towards antioxidant proteins of filarial parasites. Additionally, MD simulation studies showed stable interactions (RMSF ≤ 10 Å) of 3-O-methylquercitin, quinic acid, gentisic acid, and vanillin with filarial antioxidant enzymes/proteins. To our knowledge, this is the first report detailing the molecular mechanism of anti-filarial activity of CA, which can be further evaluated for the development of new anti-filarial formulations.
The seeds of Centratherum anthelminticum (L.) (CA) Kuntze (scientific synonyms: Veronia anthelmintica), commonly known as black cumin, are widely used as spices in tropical countries. The CA seeds have a variety of pharmacological properties, such as anti-viral, anti-microbial, anti-fungal, and anti-diabetic activities.7–9 For centuries, CA has been used as an efficacious anti-filarial and anti-helminthic remedy by ayurvedic practitioners in India. An earlier study has evaluated the effect of aqueous and alcoholic C. anthelminticum extracts on the filarial parasite Setaria cervi. The CA extracts inhibited spontaneous motility of S. cervi nerve-muscle preparations by decreasing the contraction amplitude and frequency.10 Although the anti-filarial effect of CA is known, there are no reports that provide a detailed explanation of its mechanism of action against the filarial parasites. Therefore, this work was conducted to evaluate the anti-filarial and adulticidal activity of CA extract against filarial parasite Setaria cervi using a combination of ex vivo biochemical, proteomics and in silico approaches.
Following treatment, the parasites were stored at −80 °C before subjecting them to further analysis.13
Assessment of lipid peroxidation of the control and treated worms was based on the levels of malondialdehyde (MDA). The reaction was started by adding 10% SDS to 300 μL of cytosolic extract to begin the reaction, which was then incubated at RT for 5 min. Next 600 μL of 20% acetic acid was added, followed by a second incubation at RT for 2 min, and finally 0.8% of 2-thiobarbituric acid (TBA) was added. In a water bath, the entire mixture was boiled for one hour.20 Next, the mixture was centrifuged at 10000 g for 5 min at 4 °C. The supernatant's absorbance was then measured at 532 nm to determine the amount of TBA reactive compounds. TBA was calculated using the molar extinction value of 1.53 × 105 M−1 cm−1.
Sample | 0 h | 1 h | 2 h | 3 h | 4 h | Recovery |
---|---|---|---|---|---|---|
a Motility of the incubated parasites was evaluated as − (0%), no movement; + (20%), least active; ++ (40%), less active; +++ (60%), moderately active; ++++ (80%), highly active; and +++++ (100%), very high active. Worms were transferred into fresh medium after 4 h and motility recovery in treated group was compared with respect to the control. Results are from three independent experiments performed in duplicates. | ||||||
Control | +++++ | +++++ | +++++ | ++++ | +++ | +++++ |
50 μg mL−1 | +++++ | +++++ | ++++ | +++ | ++ | ++++ |
125 μg mL−1 | +++++ | +++++ | ++++ | ++ | − | − |
250 μg mL−1 | +++++ | +++ | + | − | − | − |
The HRAMS proteome profiling data was analyzed using the Thermo Scientific™ Proteome Discoverer™ software. The analysis of protein expression alteration was analyzed on the basis of abundance ratio. A threshold value of 0.67 was established for downregulated proteins, whereas a cut-off value of 1.5 was determined for upregulated proteins.23 A total of 185 proteins were identified as differentially expressed following, CA exposure, as indicated in Tables 2 and 3. Among these proteins, 97 were found to be considerably upregulated, while 88 were significantly downregulated.
S. n. | Accession | Description | MW [kDa] | Score sequest HT | Abundance ratio: (treated)/(control) | Abundance ratio P-value: (treated)/(control) |
---|---|---|---|---|---|---|
1 | A0A3P7FFD1 | Phosphoglucomutase (alpha-D-glucose-1,6-bisphosphate-dependent) | 62.5 | 16.6 | 25.911 | 6.88338 × 10−15 |
2 | J9EA55 | AV25 protein | 20.4 | 4.24 | 12.106 | 2.55534 × 10−9 |
3 | A0A8L7T780 | Transthyretin-like family protein | 15.9 | 60.78 | 10.112 | 3.28489 × 10−8 |
4 | E3UV59 | Glutathione S-transferase | 24.1 | 5.48 | 7.910 | 0.004939501 |
5 | A0A0J9Y0Q8 | BMA-HIP-1 | 38.9 | 19.14 | 6.427 | 9.12162 × 10−6 |
6 | A0A1I8EK35 | L-Lactate dehydrogenase | 35.7 | 156.75 | 4.506 | 0.000338363 |
7 | O97149 | Activation-associated secreted protein-1 | 24.6 | 13.85 | 4.493 | 0.000347487 |
8 | A0A4E9FMP9 | Superoxide dismutase | 25.1 | 30.99 | 4.25 | 0.572008685 |
9 | J9APK4 | Glutathione peroxidase | 16.3 | 3.61 | 3.985 | 0.404530915 |
10 | J9EFL6 | Tropomyosin (fragment) | 9.4 | 45.79 | 3.835 | 0.001389045 |
11 | A0A1I8EE03 | Elongation factor 1-alpha | 50.8 | 212.39 | 3.543 | 0.002641362 |
12 | Q04009 | Myosin heavy chain | 225.9 | 48.52 | 3.515 | 0.002810523 |
13 | A0A8L7YQ50 | Alanine transaminase | 60.8 | 8.34 | 3.312 | 0.004447048 |
14 | A0A1I8EW65 | Succinate–CoA ligase [ADP/GDP-forming] subunit alpha, mitochondrial | 37.8 | 49.34 | 3.262 | 0.004990625 |
15 | A0A3P7G595 | Thioredoxin domain-containing protein | 9.3 | 16.85 | 2.971 | 0.009770672 |
16 | J9E6J2 | Transthyretin-like family protein | 20.2 | 44.08 | 2.945 | 0.010383163 |
17 | A0A3P7DHN6 | 60S ribosomal protein L27a | 28.6 | 4.05 | 2.904 | 0.011454856 |
18 | A0A4E9FP34 | Peptidyl-prolyl cis–trans isomerase | 18.5 | 44.37 | 2.809 | 0.014346473 |
19 | J9ETG6 | UMP-CMP kinase | 22.2 | 10.53 | 2.69 | 0.019053637 |
20 | J9EPU8 | RNA transcription, translation and transport factor protein | 28.5 | 8.4 | 2.678 | 0.019571524 |
21 | A0A8L7T3Z0 | BMA-ERP-1, isoform d | 28.7 | 43.95 | 2.559 | 0.026113795 |
22 | A0A3P7DF31 | Myosin tail domain-containing protein | 127.7 | 136.72 | 2.431 | 0.035547965 |
23 | A0A4E9FKG6 | Tropomyosin family protein | 20.5 | 315.12 | 2.415 | 0.037035642 |
24 | A0A1I8EKE6 | Elongation factor 1-alpha | 50.7 | 417.89 | 2.41 | 0.037422667 |
25 | A0A1I8EC27 | DB domain-containing protein | 22.4 | 9.92 | 2.357 | 0.042620241 |
26 | A0A0K0JX89 | Tubulin alpha chain | 45.1 | 3.8 | 2.333 | 0.045151395 |
27 | J9EYX9 | 30S ribosomal protein S19e | 16.9 | 9.65 | 2.312 | 0.047586267 |
28 | J9EKD7 | 50S ribosomal protein L31e | 12.9 | 17.96 | 2.289 | 0.050293391 |
29 | S6FMC3 | Triosephosphate isomerase | 27.1 | 229.44 | 2.28 | 0.051511685 |
30 | A0A0K0J057 | BMA-CYC-2.2 | 12.2 | 62.71 | 2.207 | 0.061510051 |
31 | A0A1I8ENA1 | ATP-dependent RNA helicase | 81 | 15.94 | 2.19 | 0.064165527 |
32 | A0A4E9FD82 | S-methyl-5′-thioadenosine phosphorylase | 31.6 | 38.6 | 2.182 | 0.065381791 |
33 | A0A3P7DLL1 | Glutamate dehydrogenase [NAD(P)(+)] | 60.5 | 590.15 | 2.178 | 0.06616905 |
34 | J9B9B8 | SWIB/MDM2 domain-containing protein | 34.2 | 4.79 | 2.122 | 0.075918113 |
35 | A0A4E9FEL1 | Aconitate hydratase, mitochondrial | 84.7 | 8.72 | 2.121 | 0.076134949 |
36 | A0A1I9G417 | Bm5160, isoform b | 9 | 154.89 | 2.076 | 0.084986192 |
37 | A0A0H5S2M8 | Bm3307 (fragment) | 228.9 | 81.5 | 2.072 | 0.085738954 |
38 | A0A3P7FDU5 | 60S ribosomal protein L7a | 31.1 | 35.42 | 2.069 | 0.086395097 |
39 | A0A1I8EUR5 | Malate dehydrogenase | 38.4 | 163.96 | 2.053 | 0.08993189 |
40 | A0A4E9FPQ9 | Moesin/ezrin/radixin homolog 1 | 67.2 | 9.32 | 2.032 | 0.094605644 |
41 | A0A4E9FDM3 | Hypothetical RNA-binding protein T28D9.2 in chromosome II, putative | 23.6 | 20.84 | 2.018 | 0.098165902 |
42 | A0A4E9EPZ8 | Troponin family protein | 32 | 95.48 | 2.001 | 0.102260576 |
43 | A0A0K0J070 | 60S ribosomal protein L38 | 8.2 | 91.98 | 1.958 | 0.113584457 |
44 | A0A4E9FA37 | Triosephosphate isomerase | 27.1 | 277.16 | 1.923 | 0.123993316 |
45 | A0A3P7DR94 | Cysteine rich repeat family protein | 137.9 | 4.07 | 1.89 | 0.134409097 |
46 | A0A4E9EZP7 | Arginine kinase | 40.5 | 15.23 | 1.881 | 0.13745321 |
47 | A0A3P7FEU7 | Aminotransferase class I/classII domain-containing protein | 47.4 | 26.82 | 1.876 | 0.139157966 |
48 | A0A4E9FZS3 | Sodium/potassium-transporting ATPase subunit alpha | 111.1 | 20.35 | 1.87 | 0.141310621 |
49 | J9EHH9 | Uncharacterized protein | 134.4 | 5.05 | 1.855 | 0.146485992 |
50 | J9ELW9 | Chaperonin GroL | 61.4 | 750.65 | 1.854 | 0.14701626 |
51 | A0A4E9FT05 | Chloride intracellular channel exc-4(excretory canal abnormal protein4), putative | 33.9 | 11.42 | 1.849 | 0.148646905 |
52 | A0A4E9ESS7 | Methionine aminopeptidase 2 | 46.7 | 28.36 | 1.841 | 0.151566548 |
53 | J9BDB6 | Uncharacterized protein | 13.6 | 36.76 | 1.814 | 0.162075474 |
54 | A0A0K0JCL5 | Bm3963, isoform b | 12.6 | 2.01 | 1.814 | 0.161884262 |
55 | J9FAQ8 | Cation-transporting P-type ATPase N-terminal domain-containing protein | 10.5 | 2.17 | 1.809 | 0.163845709 |
56 | J9ASR6 | Mlp/crp family protein 1 | 14.5 | 38.31 | 1.807 | 0.164843254 |
57 | A0A5S6PN68 | Fumarate hydratase | 54.3 | 639.19 | 1.804 | 0.166166117 |
58 | A0A1I8ESR7 | Glutathione-disulfide reductase | 52.6 | 7.02 | 1.785 | 0.173902686 |
59 | A0A3P7DIY7 | Glyceraldehyde-3-phosphate dehydrogenase | 36.2 | 503.05 | 1.785 | 0.173814354 |
60 | A0A3P7EAK0 | Ribosome maturation protein SBDS | 33.5 | 13.53 | 1.783 | 0.17465467 |
61 | A0A1I8ERE7 | Protein disulfide-isomerase | 59 | 26.5 | 1.764 | 0.183044436 |
62 | J9ENJ4 | Ribosomal protein L37ae | 12.7 | 10.28 | 1.762 | 0.183809632 |
63 | A0A1P6BM73 | Succinate dehydrogenase [ubiquinone] iron–sulfur subunit, mitochondrial | 31.7 | 24.6 | 1.76 | 0.184836825 |
64 | A0A1I8EAU9 | Ndr family protein | 39 | 16.16 | 1.758 | 0.18598488 |
65 | J9AQV1 | Adenylate kinase isoenzyme 1 | 22.8 | 139.74 | 1.720 | 0.89073951 |
66 | A0A1I8EX81 | Galectin | 36.7 | 63.54 | 1.712 | 0.208012151 |
67 | A0A1I8F0A6 | Vacuolar proton pump subunit B | 57.6 | 10.7 | 1.708 | 0.209815911 |
68 | J9B374 | Sorting nexin-12 | 19 | 19.5 | 1.701 | 0.213465697 |
69 | A0A3P7E0Z2 | MICOS complex subunit MIC60 | 79.8 | 12.91 | 1.689 | 0.219699941 |
70 | A0A1P6BMC5 | Ribonucleoprotein | 14 | 19.75 | 1.683 | 0.223170446 |
71 | J9EY80 | Translation elongation factor Tu | 54 | 22.13 | 1.673 | 0.22834361 |
72 | A0A0H5SBF4 | Bm3026 | 15.4 | 22.27 | 1.671 | 0.22962774 |
73 | A0A4E9EUM6 | Methionine aminopeptidase | 43.3 | 5.66 | 1.644 | 0.245122576 |
74 | A0A0M4FXK5 | Phosphoglycerate kinase (fragment) | 29 | 257.43 | 1.644 | 0.245077256 |
75 | A0A4E9FW13 | Adenylosuccinate synthetase | 52.7 | 26.35 | 1.639 | 0.248281406 |
76 | A0A4E9FV29 | Tubulin gamma chain | 49.2 | 17.68 | 1.631 | 0.252845192 |
77 | A0A0J9XNT3 | 40S ribosomal protein S27, putative; BMA-RPS-27 | 9.5 | 20.5 | 1.63 | 0.253758622 |
78 | Q6H323 | Protein disulfide-isomerase (fragment) | 53.9 | 19.63 | 1.625 | 0.256455645 |
79 | A0A3P7G9Q2 | 26S proteasome complex subunit dss-1 | 62.4 | 14.76 | 1.619 | 0.260540116 |
80 | A0A4E9FND0 | Transthyretin-like family protein | 15.3 | 156.07 | 1.619 | 0.26040714 |
81 | A0A4E9FP97 | DUF19 domain-containing protein | 40.8 | 8.39 | 1.608 | 0.267531713 |
82 | A0A3P7FCC0 | Peptidase S1 domain-containing protein | 31.5 | 18.54 | 1.601 | 0.272003697 |
83 | A0A0K0JWH8 | BMA-HMG-1.1 | 10.3 | 92.09 | 1.6 | 0.272838833 |
84 | A0A5S6PN83 | Ubiquitin carboxyl-terminal hydrolase 7 | 127.3 | 10.1 | 1.593 | 0.277634590 |
85 | A0A4E9FGM3 | Calponin-homology (CH) domain-containing protein | 15.5 | 482.63 | 1.590 | 0.710268997 |
86 | J9ES30 | Cytoplasmic tRNA 2-thiolation protein 1 (fragment) | 27.8 | 5.37 | 1.577 | 0.288359931 |
87 | J9FJW2 | 60S ribosomal protein L12 | 31.1 | 93.71 | 1.576 | 0.288749514 |
88 | A0A4E9FAX4 | Hypothetical RNA-binding protein T28D9.2 in chromosome II, putative | 45.5 | 8.2 | 1.576 | 0.288804578 |
89 | A0A4E9FMS4 | TATA-binding protein interacting (TIP20) domain-containing protein | 142.8 | 10.07 | 1.564 | 0.297346175 |
90 | A0A1I8EJ18 | BAR domain-containing protein | 34 | 77.51 | 1.563 | 0.297723468 |
91 | J9FEN6 | Succinate–CoA ligase [ADP-forming] subunit beta, mitochondrial | 47.4 | 15.9 | 1.544 | 0.3118908 |
92 | A0A4E9ESV3 | Guanine nucleotide-binding protein subunit gamma | 7.5 | 4.99 | 1.542 | 0.313185891 |
93 | A0A1I8ETH8 | GDP-L-fucose synthase | 54.4 | 12.87 | 1.537 | 0.317223493 |
94 | A0A4E9FBF2 | Peripheral subunit-binding (PSBD) domain-containing protein | 35.5 | 10.11 | 1.527 | 0.324770277 |
95 | A0A4E9ER74 | Uncharacterized protein | 226 | 61.89 | 1.527 | 0.324530557 |
96 | A0A5S6PLZ5 | FAD_binding_2 domain-containing protein | 56.8 | 76.37 | 1.518 | 0.331946859 |
97 | A0A0I9NBF1 | BMA-SNR-2 | 18.1 | 17.01 | 1.517 | 0.332302623 |
S. n. | Accession | Description | MW [kDa] | Score sequest HT | Abundance ratio: (treated)/(control) | Abundance ratio P-value: (treated)/(control) |
---|---|---|---|---|---|---|
1 | J9FES9 | Proteasome subunit alpha type (fragment) | 24.7 | 187.5 | 0.669 | 0.317621517 |
2 | J9FGQ7 | MPN domain-containing protein | 38.2 | 2.44 | 0.669 | 0.318789073 |
3 | Q962A2 | Translationally-controlled tumor protein homolog | 20.8 | 85.57 | 0.66 | 0.302533179 |
4 | J9DX04 | RRM domain-containing protein (fragment) | 6.7 | 5.6 | 0.658 | 0.29902988 |
5 | A0A4E9F9C9 | SGS domain containing protein | 23 | 52.1 | 0.658 | 0.30006964 |
6 | A0A3P7GA46 | SH3 domain-containing protein | 73.4 | 16.78 | 0.655 | 0.294743553 |
7 | A0A1I8EEX0 | Skp1-related protein | 25.6 | 9.09 | 0.653 | 0.291820357 |
8 | J9AKD6 | 26S protease regulatory subunit 8 | 29.8 | 42.72 | 0.652 | 0.289955506 |
9 | A0A3P7GHM4 | Vesicle-fusing ATPase | 91.6 | 687.71 | 0.649 | 0.283644745 |
10 | A0A1I8EG93 | RuvB-like helicase | 47.4 | 13.63 | 0.646 | 0.278619261 |
11 | A0A8L7TJD2 | UNC-52/perlecan, putative | 375 | 10.96 | 0.641 | 0.27153754 |
12 | A0A3P7FIZ2 | Proteasome subunit alpha type | 29 | 37.22 | 0.634 | 0.259568518 |
13 | A0A4E9EWP4 | ATP-dependent 6-phosphofructokinase | 89.6 | 32.66 | 0.633 | 0.258764632 |
14 | J9EVC3 | Protein serine/threonine phosphatase 2C C-terminal domain-containing protein (fragment) | 12.4 | 35.48 | 0.633 | 0.258401234 |
15 | A0A4E9FBQ2 | Trans-ketolase, putative | 67.2 | 159.55 | 0.631 | 0.254455621 |
16 | A0A3P7DP86 | Uncharacterized protein | 8.5 | 64.05 | 0.63 | 0.25304265 |
17 | A0A5S6PC29 | VWFA domain-containing protein | 530.4 | 2.39 | 0.628 | 0.251074583 |
18 | J9ENW2 | Uncharacterized protein | 13.8 | 6.32 | 0.623 | 0.241800228 |
19 | J9FG14 | Heat shock 70 protein (fragment) | 67.8 | 847.76 | 0.623 | 0.242147498 |
20 | A0A4E9FKH9 | TPR domain containing protein | 30.5 | 49.27 | 0.616 | 0.231755568 |
21 | J9FBW7 | Small heat shock protein | 17.8 | 20.23 | 0.613 | 0.226798658 |
22 | J9EFE8 | Profilin | 14.1 | 9.32 | 0.612 | 0.225932411 |
23 | A0A1I8EI05 | Twitchin | 752.9 | 31.93 | 0.599 | 0.206227775 |
24 | A0A0H5S9A3 | Dihydrolipoyllysine-residue succinyl transferase component of 2-oxoglutarate dehydrogenase complex, mitochondrial | 51.2 | 18.03 | 0.597 | 0.203409966 |
25 | A0A0K0J9J7 | 60S ribosomal protein L35a | 14.2 | 14.19 | 0.596 | 0.202731388 |
26 | A0A4E9EZ61 | Ribosomal protein L10e/L16 domain-containing protein | 24.7 | 10.63 | 0.593 | 0.198052286 |
27 | A0A4E9FBN8 | Cytoplasmic intermediate filament protein, putative | 67.8 | 262.21 | 0.59 | 0.19310016 |
28 | A0A1I9G5N0 | Bm898 (fragment) | 4.3 | 11.34 | 0.577 | 0.176269485 |
29 | A0A0J9Y2D9 | BMA-SEM-5 | 23.5 | 21.62 | 0.569 | 0.165095268 |
30 | A0A4E9EXP0 | Uncharacterized protein | 47.8 | 86.79 | 0.569 | 0.165994255 |
31 | A0A5S6PR17 | BMA-SRAP-1 | 211.8 | 13.27 | 0.565 | 0.159960888 |
32 | A0A3P7DJL2 | SHSP domain-containing protein | 19.9 | 16.54 | 0.564 | 0.159719255 |
33 | A0A0K0J064 | Mitochondrial import inner membrane translocase subunit | 10.6 | 36.55 | 0.556 | 0.149230289 |
34 | J9BHI4 | Prefoldin | 18.2 | 2.95 | 0.554 | 0.14646369 |
35 | A0A1I9G512 | Bm2039, isoform c | 50.8 | 14.3 | 0.552 | 0.144422143 |
36 | A0A8L7SNZ6 | Transcriptional activator protein Pur-alpha | 29.4 | 14.53 | 0.551 | 0.142684051 |
37 | A0A4E9FBQ6 | NADP-dependent oxidoreductase domain-containing protein | 36.3 | 7.59 | 0.546 | 0.137456776 |
38 | A0A1I8EXK7 | Oxoglutarate dehydrogenase (succinyl-transferring) | 112.5 | 5.65 | 0.544 | 0.134605963 |
39 | A0A4E9FE28 | V-type proton ATPase subunit F | 13.6 | 9.24 | 0.543 | 0.134175691 |
40 | A0A8L7SX06 | Fatty acid synthase | 138.4 | 8.64 | 0.543 | 0.133977568 |
41 | A0A0J9XPL7 | BMA-LSM-7, isoform a | 11.3 | 6.38 | 0.53 | 0.119384074 |
42 | A0A0J9XYB9 | BMA-DNJ-13, isoform c | 36.8 | 20.03 | 0.527 | 0.115927318 |
43 | A0A0J9XRU7 | 60S ribosomal protein L35 | 19 | 9.51 | 0.524 | 0.113361363 |
44 | A0A1I8EDE6 | Proteasome endopeptidase complex | 26.1 | 18.22 | 0.523 | 0.112421588 |
45 | J9FF58 | Laminin subunit gamma-1 (fragment) | 183.1 | 10.78 | 0.521 | 0.110046266 |
46 | A0A0J9XLH0 | Bm9133 | 26.6 | 21.79 | 0.521 | 0.109601854 |
47 | A0A7I4NJV0 | ATP-dependent (S)-NAD(P)H-hydrate dehydratase | 34.2 | 29.92 | 0.515 | 0.104291209 |
48 | J9EGA5 | Uncharacterized protein (fragment) | 8.8 | 99.86 | 0.511 | 0.099662931 |
49 | A8Q043 | cAMP-dependent protein kinase regulatory chain, putative | 7.2 | 34.74 | 0.501 | 0.091034522 |
50 | J9EJZ2 | Proliferating cell nuclear antigen | 29.1 | 24.21 | 0.501 | 0.091036289 |
51 | J9F0I0 | Clathrin light chain | 22.8 | 16.91 | 0.486 | 0.077156737 |
52 | A0A4E9EVU8 | Uncharacterized protein | 58 | 17.39 | 0.485 | 0.077007995 |
53 | A0A8L7SQJ2 | Glutamine synthetase | 41.2 | 19.22 | 0.478 | 0.071305005 |
54 | A0A4E9FH92 | RRM domain-containing protein | 42.2 | 10.62 | 0.475 | 0.06861159 |
55 | A0A4E9FEZ1 | Vitellogenin domain-containing protein | 361.1 | 10.63 | 0.473 | 0.06696446 |
56 | A0A4E9FBY7 | Proteasome alpha-type subunits domain-containing protein | 27.7 | 67.83 | 0.472 | 0.066088914 |
57 | A0A0K0JIQ0 | Bm5388, isoform a | 19.4 | 1.89 | 0.466 | 0.061851423 |
58 | J9FCT2 | Mannose-6-phosphate isomerase | 45 | 3.59 | 0.452 | 0.052220282 |
59 | A0A3P7E5V5 | Integrin beta N-terminal domain-containing protein | 13.7 | 18.4 | 0.449 | 0.05058465 |
60 | J9F5C4 | Mitochondria bc1 complex core subunit 1 (fragment) | 50.3 | 5.48 | 0.447 | 0.049436044 |
61 | J9ARA6 | 40S ribosomal protein S8 (fragment) | 17.2 | 80.97 | 0.438 | 0.044081236 |
62 | A0A0J9XNT1 | Bm255 | 9.2 | 52.04 | 0.436 | 0.042833626 |
63 | A0A4E9F8W1 | UBC core domain-containing protein | 19 | 7.45 | 0.414 | 0.031326666 |
64 | A0A1I9GCP6 | Bm9018 | 138.4 | 7.98 | 0.4 | 0.025577555 |
65 | A0A5S6PPU7 | BMA-ALX-1 | 75.9 | 19.01 | 0.399 | 0.025295669 |
66 | A0A0J9Y905 | BMA-TLN-1, isoform a | 278.1 | 38.09 | 0.398 | 0.024679215 |
67 | A0A1I8EBP1 | RRM domain-containing protein | 40.7 | 21.66 | 0.366 | 0.014543053 |
68 | J9BBS8 | NADAR domain-containing protein | 36.5 | 28.47 | 0.366 | 0.014527273 |
69 | A0A3P7EB04 | Uncharacterized protein | 28 | 12.76 | 0.364 | 0.013891842 |
70 | A0A4E9FSQ9 | Leucine rich repeat family protein | 27.6 | 9.56 | 0.358 | 0.012376684 |
71 | J9FDW3 | Transketolase | 67.3 | 133.19 | 0.348 | 0.010169759 |
72 | J9DT68 | Uncharacterized protein | 10.5 | 8.39 | 0.348 | 0.01018951 |
73 | A0A8L7SNS8 | Adenosylhomocysteinase | 48.1 | 21.63 | 0.346 | 0.009749431 |
74 | A0A5S6PIB0 | BMA-PQN-22 | 84.6 | 11.12 | 0.342 | 0.009029136 |
75 | A0A5S6P7N8 | Uncharacterized protein | 91 | 5.47 | 0.325 | 0.006333444 |
76 | A0A1I8EWK5 | BSD domain-containing protein | 38.7 | 2.41 | 0.304 | 0.003846617 |
77 | A0A0H5S5L6 | BMA-ALP-1 | 67 | 5.34 | 0.3 | 0.003448479 |
78 | A0A5S6PX95 | Bm8873, isoform c | 100.3 | 21.58 | 0.297 | 0.003182232 |
79 | A0A3P7ETZ6 | PDZ domain-containing protein | 44.7 | 3.84 | 0.289 | 0.002555259 |
80 | J9E3C5 | Uncharacterized protein | 7 | 5.69 | 0.284 | 0.002213946 |
81 | A0A4E9FE79 | Proteasome subunit beta type 2, putative | 17.9 | 4.54 | 0.27 | 0.001482822 |
82 | A0A5S6PAI6 | Uncharacterized protein | 24.6 | 5.79 | 0.244 | 0.000627717 |
83 | A0A3P7FJZ7 | Uncharacterized protein (fragment) | 50.6 | 8.01 | 0.132 | 9.35986 × 10−7 |
84 | A0A1I8EP56 | 60S ribosomal protein L30 | 12.3 | 38.81 | 0.013 | 1 × 10−17 |
85 | A0A3P7DU85 | Coatomer subunit beta | 107.2 | 2.38 | 0.01 | 1 × 10−17 |
86 | A0A4E9EXG9 | RWD domain-containing protein | 29.9 | 2.84 | 0.01 | 1 × 10−17 |
87 | J9EMX1 | Eukaryotic translation initiation factor 3 subunit K | 18.8 | 3.34 | 0.01 | 1 × 10−17 |
88 | A0A3P7DVD5 | Activator of Hsp90 ATPase AHSA1-like N-terminal domain-containing protein | 40.3 | 1.76 | 0.01 | 1 × 10−17 |
After CA treatment the levels of detoxifying enzymes such as glutathione S-transferase (GST), superoxide dismutase (SOD), thioredoxin, glutathione peroxidase and glutathione reductase were significantly increased. These enzymes play a crucial role in scavenging oxidants and serve as the parasites' primary defense mechanism. The enzymes GST and SOD have a role in the metabolism of xenobiotics and their overexpression indicates an enhanced requirement for detoxification in CA treated parasites.
The expression of key components of the cytoskeletal structure, tropomyosin, myosin family proteins, tubulin, and moesin/ezrin/radixin (MER) homolog-1 was increased in the filarial worms treated with CA. Myosin is the molecular component responsible for the contraction of sarcomeres and has the ability to convert chemical energy into mechanical energy. Moesin/ezrin/radixin homolog-1 facilitates the interaction of plasma membrane and filamentous actin, thus facilitating the cell cortex stability. The MERs control the signaling pathway by binding transmembrane receptors and connecting them to downstream signaling components and the overexpression of these proteins could be correlated to significant alterations in the cytoskeleton of the parasite.39
The glycolytic enzymes enolase, triose phosphate isomerase, glyceraldehyde 3 phosphate dehydrogenase, and phosphoglycerate kinase were identified among the major upregulated proteins. Several enzymes involved in the energy metabolism such as phosphoglucomutase, L-lactate dehydrogenase, succinate CoA ligase subunit alpha, triose phosphate isomerase, BMA-CYC-2.2, aconitate hydratase, malate dehydrogenase, glyceraldehyde-3-phosphate dehydrogenase, succinate dehydrogenase, phosphoglycerate kinase, were significantly upregulated after CA treatment. Some of these enzymes are part of TCA cycle and glycolysis while BMA-CYC-2.2 is a component of the oxidative phosphorylation machinery. The upregulation could be due to increased demands for energy in CA treated parasites. Another highly upregulated protein was the transthyretin-like family protein molecular weight 15.9 and 20.2, which is involved in the apoptotic process of corps engulfment. The transthyretin-like family protein has been shown to have neuroprotective role as it protects dopaminergic neurons against degradation caused by oxidative stress.40
The major protein degradation pathways involves ubiquitin proteasome system involving proteasome subunit alpha type fragment (J9FES9), proteasome subunit alpha type subunit (A0A4E9FBY7), proteasome endopeptidase complex, proteasome alpha-type subunits domain-containing protein, proteasome subunit beta type 2, and RWD domain-containing protein was highly downregulated. This system is responsible for degradation of more than 80% of the cellular proteins and is also actively involved in other cellular processes like apoptosis, control of cell-cycle progression and metabolic regulation.41,42
Harnessing the proteasome's destructive force to selectively degrade the drivers of human disease, has opened up a new and fascinating field of drug discovery. For example, targeted immunoproteasome inhibition has excellent clinical efficacy for autoimmune disease and inflammation and proteasome inhibitors could be used as innovative therapies for malaria and other microbes.43 Also the heat shock proteins SHSP domain-containing protein and activator of Hsp90 ATPase AHSA1-like N-terminal domain-containing protein were highly downregulated. In another study, similar downregulation of HSPs was correlated with the death of filarial parasites.
The versatile central factor Proliferating Cell Nuclear Antigen (PCNA) was highly downregulated after treatment with CA seed extract in filarial parasites. The downregulation of PCNA after CA treatment could be one of the major factors for death of the filarial parasites. The PCNA encircles DNA, and act as proclivity factor in DNA replication.44 PCNA forms the protein complexes in base excision repair, nucleotide excision repair, mismatch repair, homologous recombination, and cell cycle progression. Several researchers have established the fact that inhibition of PCNA could be a successful therapeutic strategy for treatment of cancer.45
The CA treated worms showed reduced expression of coatomer subunit β (abundance ratio P-value 0.01), low levels of coatomer leads to the fragmentation of Golgi apparatus, suppression of autophagy and cell death. It was also observed that many crucial enzymes such as adenosylhomocysteinase, transketolase, mannose-6-phosphate isomerase, and fatty acid synthase were significant downregulated, thus severely affecting the survival of the filarial worms.
Fig. 4 Gene ontology analysis of differentially expressed proteins belonging to 3 major classes i.e. cellular component, molecular function and biological processes. |
S. n. | Name of compound | Retention time (min) | Theoretical mass | Molecular formula | DB diffa (ppm) |
---|---|---|---|---|---|
a (ppm) parts per million. | |||||
1 | CDP-DG (12:0/12:0) | 15.875 | 840.3915 | C36H65N3O15P2 | 1187.08 |
2 | Quinic acid | 1.202 | 192.0596 | C7H12O6 | 19.47 |
3 | Gentisic acid | 2.028 | 154.0236 | C7H6O4 | 19.45 |
4 | 2-Acetylthiophene | 4.724 | 126.0116 | C6H6OS | 18.86 |
5 | Trans-chlorogenic acid | 3.526 | 354.0897 | C16H18O9 | 15.19 |
6 | Vanillin | 5.639 | 152.0453 | C8H8O3 | 13.41 |
7 | Soraphen A | 14.703 | 520.2982 | C29H44O8 | 10.36 |
8 | 3-Acetyl-6-methoxybenzaldehyde | 6.897 | 178.0612 | C10H10O3 | 9.85 |
9 | IAA/3-indoleacetic acid | 7.011 | 175.0617 | C10H9NO2 | 9.44 |
10 | Irisolidone 7-O-glucuronide | 5.948 | 490.1064 | C23H22O12 | 9.62 |
11 | Flavine mononucleotide (FMN) | 5.999 | 456.1006 | C17H21N4O9P | 8.85 |
12 | 4-Methoxycinnamoyloleanolic acid methyl ester | 18.566 | 630.4232 | C41H58O5 | 8.29 |
13 | 3-Carboxyethenyl-3,5-cyclohexadiene-1,2-diol | 8.308 | 182.0564 | C9H10O4 | 8.22 |
14 | 3-Methylindolepyruvate | 10.651 | 217.0724 | C12H11NO3 | 7 |
15 | 3-O-Methylquercetin | 9.393 | 316.0562 | C16H12O7 | 6.54 |
16 | 4-Dodecylbenzenesulfonic acid | 19.63 | 326.1895 | C18H30O3S | 6.4 |
17 | Annotemoyin 1 | 20.124 | 564.4722 | C35H64O5 | 6.39 |
18 | PG(16:1(9Z)/16:0) | 19.087 | 720.4896 | C38H73O10P | 6.26 |
19 | Theasapogenol E | 19.641 | 504.342 | C30H48O6 | 6.18 |
20 | Dihydroxy-epoxyoctadecanoate | 9.902 | 330.2386 | C18H34O5 | 6.18 |
22 | Podorhizol beta-D-glucoside | 7.221 | 578.1964 | C28H34O13 | 6.14 |
23 | 15-O-demethyl-dideoxydihydro-striatin C | 15.039 | 434.2644 | C25H38O6 | 5.57 |
24 | Ascorbyl stearate | 10.851 | 442.2906 | C24H42O7 | 5.52 |
25 | Avocadene 2-acetate | 12.222 | 328.2596 | C19H36O4 | 5.5 |
26 | Stypandrol | 10.921 | 430.1393 | C26H22O6 | 5.48 |
27 | RU 5135 | 13.253 | 304.2135 | C18H28N2O2 | 5.3 |
28 | Beta-obscurine | 16.561 | 272.1877 | C17H24N2O | 4.41 |
29 | MG(15:0/0:0/0:0) | 14.437 | 316.26 | C18H36O4 | 4.38 |
30 | Carbenicillin | 1.275 | 378.0869 | C17H18N2O6S | 4.32 |
31 | Dibutyl decanedioate | 13.252 | 314.2444 | C18H34O4 | 4.32 |
32 | LysoPE(18:1(11Z)/0:0) | 18.424 | 479.2995 | C23H46NO7P | 3.61 |
33 | N-undecylbenzenesulfonic acid | 18.137 | 312.1748 | C17H28O3S | 3.51 |
34 | LysoPE(0:0/18:2(9Z,12Z)) | 15.105 | 477.2839 | C23H44NO7P | 3.4 |
35 | 2-(Methylthiomethyl)-3-phenyl-2-propenal | 3.746 | 192.0603 | C11H12OS | 2.98 |
36 | Isopetasoside | 15.16 | 396.2142 | C21H32O7 | 1.63 |
37 | N-adenylyl-L-phenylalanine | 1.276 | 494.131 | C19H23N6O8P | 1.09 |
38 | S-nitroso-L-glutathione | 9.159 | 336.0738 | C10H16N4O7S | 0.64 |
39 | Mytilin A | 5.385 | 332.1219 | C13H20N2O8 | 0.27 |
40 | Remifentanil | 10.823 | 376.1997 | C20H28N2O5 | 0.2 |
S. n. | Compounds name | RT (min) | Formula | MW | Fragmentation profile (m/z) | DB diffa (ppm) |
---|---|---|---|---|---|---|
a (ppm) parts per million. | ||||||
1 | 3-O-methylquercetin | 9.393 | C16H12O7 | 316.05 | 207.0644 | 6.54 |
243.0273 | ||||||
255.0285 | ||||||
271.0234 | ||||||
300.0251 | ||||||
301.0295 | ||||||
315.0483 | ||||||
329.2307 | ||||||
395.0819 | ||||||
2 | 4-Methoxycinnamoyloleanolic acid methyl ester | 18.566 | C41H58O5 | 630.42 | 325.1836 | 8.29 |
689.4342 | ||||||
690.434 | ||||||
719.4857 | ||||||
3 | Podorhizol β D-glucoside | 7.221 | C28H34O13 | 578.19 | 160.839 | 6.14 |
162.8346 | ||||||
195.8088 | ||||||
255.0482 | ||||||
4 | RU5135 | 13.253 | C18H28N2O2 | 304.21 | 129.0904 | 5.30 |
183.138 | ||||||
295.2262 | ||||||
296.2199 | ||||||
313.2369 | ||||||
314.2401 | ||||||
5 | Soraphen A | 14.703 | C19H44O8 | 520.29 | 277.2167 | 10.36 |
313.2366 | ||||||
403.2242 | ||||||
6 | Vanillin | 5.639 | C8H8O3 | 152.04 | 108.0196 | 13.41 |
109.0253 | ||||||
137.0221 | ||||||
151.0373 | ||||||
187.095 | ||||||
197.8061 | ||||||
262.065 | ||||||
7 | Quinic acid | 1.202 | C7H12O6 | 192.39 | 191.0524 | 19.47 |
192.0555 | ||||||
193.0577 | ||||||
195.0473 | ||||||
317.0493 | ||||||
377.0802 | ||||||
379.0777 | ||||||
539.1314 | ||||||
8 | Gentisic acid | 2.028 | C7H6O4 | 154.02 | 109.0266 | 19.45 |
110.0305 | ||||||
153.0165 | ||||||
175.0571 | ||||||
218.1004 | ||||||
282.0811 | ||||||
9 | Beta-obscurine | 16.561 | C17H24N2O | 272.1877 | 331.201 | 4.41 |
332.2001 | ||||||
333.2019 | ||||||
367.1791 | ||||||
368.1794 | ||||||
369.1708 | ||||||
370.176 | ||||||
10 | Carbenicillin | 1.275 | C17H18N2O6 S | 377.08 | 191.0508 | 4.32 |
192.0493 | ||||||
377.0772 | ||||||
379.0766 |
Fig. 6 Graphical representation of LC-MS/MS spectra and fragmentation profile of CA bioactive compounds. |
Parameter absorption | 3-O-methylquercetin | 4-Methoxycinnamoyloleanolic acid methyl ester | Albendazole | DEC | Beta-obscurine | RU 5135 | Soraphen A | Carbenicillin | Gentisic acid | Quinic acid | Vanillin | Podorhizol beta-D-glucoside |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Blood brain barrier | BBB− | BBB+ | BBB+ | BBB+ | BBB+ | BBB+ | BBB− | BBB− | BBB+ | BBB+ | BBB+ | BBB− |
Human intestinal absorption | HIA+ | HIA− | HIA+ | HIA+ | HIA+ | HIA+ | HIA− | HIA− | HIA+ | HIA+ | HIA+ | HIA− |
Coco-2 permeability | Caco2+ | Caco2+ | Caco2− | Caco2+ | Caco2+ | Caco2− | Caco2+ | Caco2− | Caco2+ | Caco2− | Caco2+ | Caco2− |
P-glycoprotein substrate | Substrate | Substrate | No substrate | Substrate | Substrate | Substrate | Substrate | Substrate | No substrate | No substrate | No substrate | Substrate |
hERG | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor | Weak inhibitor |
AMES toxicity | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic | Non AMES toxic |
Carcinogens | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen | Non carcinogen |
Acute oral toxicity | III | III | III | III | III | III | III | IV | III | III | III | III |
Rat acute toxicity | 2.6388 LD50 mol kg−1 | 2.0343 LD50 mol kg−1 | 2.0752 LD50 mol kg−1 | 2.2639 LD50 mol kg−1 | 2.9623 LD50 mol kg−1 | 2.6484 LD50 mol kg−1 | 3.0223 LD50 mol kg−1 | 1.4399 LD50 mol kg−1 | 2.1788 LD50 mol kg−1 | 1.7528 LD50 mol kg−1 | 1.9642 LD50 mol kg−1 | 2.6524 LD50 mol kg−1 |
Our studies targeted the antioxidant proteins i.e. glutathione-S-transferase (GST), thioredoxin (TRx), glutathione peroxidase (GPx), and superoxide dismutase (SOD). The GPx model was validated by the RAMPAGE server, as well as the PDBsum and ProCheck servers showed that none of the amino acids were located in the disallowed region. Further, the quality of the 3D model was examined by ERRAT, ProSA and RAMPAGE servers. Metapocket 2.0 server was used to predict the binding site of GPx and the top 3 binding sites were considered as the active sites of protein (S Table 1†). The PatchDock server and YASARA tool were used to investigate the docking characteristics of CA bioactive compounds with filarial antioxidant proteins. The following parameters were studied in this work: (a) interacting amino acid residue, (b) interacting residue active site number, (c) CA bioactive compounds and antioxidant proteins involved in the H-bonding, (d) binding energy, (e) dissociation constant, (f) GSC score, and (g) AI area. Interacting residues were identified using the YASARA programme and the PatchDock server, and notable binding sites were predicted with the Metapocket 2.0 server and Discovery Studio 3.5. The retrieved docked complexes were screened for the highest binding energy, lowest dissociation constant, maximum hydrogen bonding, higher GSC score, AI area, and docking within the top three binding sites of anti-oxidant proteins, GST, GPx, SOD, and TRx, with only the best complex being chosen for further analysis. On the basis of docking studies CA bioactive compounds 4-methoxycinnamoyloleanolic acid methyl ester, 3-O-methylquercetin, Podorhizol β D-glucoside, and soraphen A had the highest computed binding energies. The binding energies of these compounds were much higher than anti-filarial drugs Albendazole and DEC (Table 7). The docking analysis also showed that CA bioactive compounds and antioxidant proteins could form ample hydrogen bonds with one another. Soraphen A, 3-O-methylquercetin and quinic acid showed maximum hydrogen bonding among all CA bioactive compounds, forming 8, 7 and 5 bonds with GST, TRx and GR respectively. Also, the interacting amino acid residues were mostly found in the predicted binding sites of the antioxidant proteins.
Receptor | S. n. | Ligand | Binding energy (kcal mol−1) | Dissociation constant (μm) | Score | Area | ACE |
---|---|---|---|---|---|---|---|
Glutathione peroxidase | 1 | 4-Methoxycinnamoyloleanolic acid methyl ester | 7.540 | 2.967 | 5448 | 647.70 | −174.14 |
2 | 3-O-methylquercetin | 6.026 | 8.272 | 3864 | 500.00 | −243.56 | |
3 | RU 5135 | 4.312 | 246.392 | 4576 | 555.70 | −219.07 | |
4 | Podorhizol beta-D-glucoside | 6.443 | 18.932 | 5060 | 748.80 | −430.03 | |
5 | Vanillin | 4.782 | 312.426 | 2945 | 372.1 | −123.40 | |
6 | Soraphen A | 5.801 | 55.951 | 3764 | 401.6 | −30.84 | |
7 | Gentisic acid | 5.944 | 23.684 | 3010 | 310.5 | −125.61 | |
8 | Quinic acid | 5.427 | 105.1855 | 3066 | 322.4 | −115.59 | |
9 | Carbenicillin | 5.443 | 112.013 | 3129 | 298.3 | −124.41 | |
10 | Albendazole | 5.016 | 210.486 | 3698 | 397.90 | −165.80 | |
11 | DEC | 4.189 | 850.006 | 3708 | 454.50 | −212.10 | |
12 | Beta-obscurine | 4.012 | 910.020 | 3001 | 129.70 | −80.01 | |
Glutathione-S-transferase | 1 | 4-Methoxycinnamoyloleanolic acid methyl ester | 8.756 | 0.381 | 5830 | 848.9 | −68.31 |
2 | 3-O-methylquercetin | 6.907 | 8.651 | 3746 | 450.5 | −97.94 | |
3 | RU 5135 | 4.109 | 135.196 | 3488 | 492.5 | −192.03 | |
4 | Vanillin | 4.757 | 325.891 | 3134 | 355.69 | −105.40 | |
5 | Podorhizol beta-D-glucoside | 7.309 | 4.389 | 4802 | 599.3 | −138.33 | |
6 | Soraphen A | 6.472 | 18.028 | 3730 | 486 | −109.89 | |
7 | Carbenicillin | 6.243 | 32.013 | 3629 | 298.3 | −64.41 | |
8 | Gentisic acid | 6.019 | 11.727 | 2706 | 305.3 | −86.24 | |
9 | Quinic acid | 5.869 | 49.884 | 2790 | 327.7 | −84.51 | |
10 | Albendazole | 5.025 | 207.312 | 3540 | 466.6 | −140.15 | |
11 | DEC | 4.215 | 13.512 | 3314 | 414.1 | −151.11 | |
12 | Beta-obscurine | 3.929 | 928.020 | 3101 | 239.70 | −94.21 | |
Thioredoxin transferase | 1 | 4-Methoxycinnamoyloleanolic acid methyl ester | 7.786 | 1.962 | 5324 | 587.3 | 2.92 |
2 | 3-O-methylquercetin | 6.727 | 7.723 | 3920 | 423.6 | −177.16 | |
3 | RU 5135 | 3.987 | 113.250 | 3432 | 377.5 | −45.57 | |
4 | Beta-obscurine | 4.204 | 112.187 | 2994 | 331.7 | −50.98 | |
5 | Soraphen A | 6.728 | 11.703 | 3520 | 383.7 | −117.43 | |
6 | Carbenicillin | 6.518 | 16.681 | 3992 | 454.3 | −163.83 | |
7 | Vanillin | 4.975 | 225.567 | 3092 | 394.1 | −91.2 | |
8 | Gentisic acid | 5.605 | 7.889 | 4290 | 493.8 | −8.56 | |
9 | Quinic acid | 5.379 | 114.061 | 2208 | 277 | −80.32 | |
10 | Albendazole | 5.250 | 141.807 | 3374 | 363.3 | −98.38 | |
11 | DEC | 4.521 | 485.358 | 3000 | 320.2 | −95.42 | |
12 | Podorhizol beta-D-glucoside | 7.491 | 4.389 | 4792 | 569.3 | −128.33 | |
Superoxide dismutase | 1 | 4-Methoxycinnamoyloleanolic acid methyl ester | 8.420 | 0.6730 | 5480 | 629.9 | −50.26 |
2 | 3-O-methylquercetin | 6.177 | 9.661 | 3352 | 415.4 | −111.54 | |
3 | RU 5135 | 4.035 | 111.565 | 3154 | 361.9 | −100.79 | |
4 | Beta-obscurine | 3.595 | 114.648 | 2968 | 320.6 | 29.8 | |
5 | Carbenicillin | 6.048 | 36.877 | 3934 | 475.5 | −212.64 | |
6 | Vanillin | 4.503 | 500.330 | 2948 | 226.1 | −21.4 | |
7 | Soraphen A | 5.728 | 91.703 | 3520 | 383.7 | −57.43 | |
8 | Gentisic acid | 4.967 | 8.633 | 2282 | 252.3 | 6.44 | |
9 | Quinic acid | 5.726 | 63.501 | 2316 | 255.9 | 27.02 | |
10 | Albendazole | 5.358 | 118.177 | 3648 | 413.9 | −109.75 | |
11 | DEC | 4.252 | 764.262 | 2936 | 342.3 | −4.55 | |
12 | Podorhizol beta-D-glucoside | 7.191 | 6.389 | 4692 | 499.3 | −138.33 |
The Root Mean Square Deviation (RMSD) of the protein ligand complexes of filarial antioxidant proteins and CA bioactive compounds is shown in Fig. 8. In the entire, MD simulation run, RMSD of GST ranged from 1.316 Å to 2.022 Å and was lowest with gentisic acid. The RMSD for TRx's interaction with 3-O-methylquercetin was in the range of 2.03–4.743 Å whereas for SOD it was 4.39–10.75 Å. The anti-oxidant protein GPx formed most stable complexes with all CA bioactive compounds and the variation in RMSD was less than 1 Å with 3-O-methylquercetine. Upon comparison of average RMSD values for protein-ligand complexes, 3-O-methylquercetin and gentisic acid formed most stable complexes with filarial antioxidant proteins. During the entire run, the total energy, potential energy, and temperature remained constant and the RMSD of each docked complex was below 10 Å.46 The interaction between the ligand and protein residue was demonstrated by the Root Mean Square Fluctuation (RMSF).11 The graph of antioxidant proteins with CA bioactive compounds is represented in Fig. 9. The attachment stability of binding with the amino acids sequence over a given time period, such as the ligand, can be established using RMSF analysis. In comparison to other locations fluctuation were more frequent at the N- and C-terminal regions in all the complexes. The RMSF graph of GST showed minor deviations in amino acid residues at positions 136 to 144 during the simulation run. The RMSF of TRx complex with CA bioactive compounds shows fluctuation between 132 to 144 amino acid residues. The RMSF of SOD complexes initially fluctuated between 1 to 20 amino acid residues, but later less pronounced oscillations were seen throughout the complete run. The minor fluctuations of GPx complex with CA bioactive compounds was observed in between 69 to 76 amino acid residues. The compactness of CA bioactive compounds was analyzed by radius of gyration (Rg) plots and depicted in Fig. 10. The average radius of gyration of GPx with 3-O-methylquercetin was least (18.359) among all the bioactive compounds. Quinic acid complexes with GST and TRx had most stable complex structure with an average radius of gyration values of 21.080 Å and 19.085 Å respectively. Furthermore SOD complex with vanillin had the lowest Rg value of 26.95 Å.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4ra03461a |
This journal is © The Royal Society of Chemistry 2024 |