Next Article in Journal
Determination of Bupropion and Its Impurities via a Chaotropic Chromatography Method Following Analytical Quality-by-Design Principles for Method Development
Next Article in Special Issue
New Insights into the Structural Requirements of Isatin-Derived Pro-Apoptotic Agents against Acute Myeloid Leukemia
Previous Article in Journal
Palmitoleic Acid Acts on Adipose-Derived Stromal Cells and Promotes Anti-Hypertrophic and Anti-Inflammatory Effects in Obese Mice
Previous Article in Special Issue
Bio-Oriented Synthesis of Novel (S)-Flurbiprofen Clubbed Hydrazone Schiff’s Bases for Diabetic Management: In Vitro and In Silico Studies
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Biotransformation of Modified Benzylisoquinoline Alkaloids: Boldine and Berberine and In Silico Molecular Docking Studies of Metabolites on Telomerase and Human Protein Tyrosine Phosphatase 1B

1
Department of Pharmacognosy, Faculty of Pharmacy, Tanta University, Tanta 31527, Egypt
2
Department of Pharmacognosy, Medical University of Białystok, ul. Mickiewicza 2a, 15-230 Białystok, Poland
3
Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh P.O. Box 2455, Saudi Arabia
4
Department of Pharmacology and Therapeutics, Faculty of Veterinary Medicine, Damanhour University, Damanhour 22511, Egypt
*
Authors to whom correspondence should be addressed.
Pharmaceuticals 2022, 15(10), 1195; https://doi.org/10.3390/ph15101195
Submission received: 10 September 2022 / Revised: 22 September 2022 / Accepted: 24 September 2022 / Published: 28 September 2022
(This article belongs to the Special Issue Nitrogen Containing Scaffolds in Medicinal Chemistry)

Abstract

:
Natural nitrogen heterocycles biotransformation has been extensively used to prepare synthetic drugs and explore the fate of therapeutic agents inside the body. Herein, the ability of filamentous fungi to biotransform boldine and berberine was investigated. Docking simulation studies of boldine, berberine and their metabolites on the target enzymes: telomerase (TERT) and human protein tyrosine phosphatase 1B (PTP-1B) were also performed to investigate the anticancer and antidiabetic potentials of compounds in silico. The biotransformation of boldine and berberine with Cunninghamella elegans NRRL 2310, Rhodotorula rubra NRRL y1592, Penicillium chrysogeneum ATCC 10002, Cunninghamella blackesleeana MR198 and Cunninghamella blackesleeana NRRL 1369 via demethylation, N- oxidation, glucosidation, oxidation and hydroxylation reactions produced seven metabolites, namely: 1,10-didesmethyl-boldine (1), laurolitsine (2), 1,10-didesmethyl-norboldine (3), boldine-9-O-β-D-glucoside (4), tridesmethyl berberine (5), demethylene berberine (6), and lambertine (7). Primarily, the structures of the metabolites were established by one-dimensional (1D) and two-dimensional (2D) nuclear magnetic resonance (NMR) analyses and mass spectrometry. In silico molecular docking simulation of the metabolites of boldine and berberine to the proteins TERT and PTP-1B, respectively, revealed good binding MolDock scores comparable to boldine and berberine and favorable interactions with the catalytic sites of the proteins. In conclusion, this study presented promising biologically prepared nitrogen scaffolds (isoquinolines) of boldine and berberine.

1. Introduction

Biotransformation is a process by which organic compounds are converted to closely related derivatives to counteract the toxicity of the chemical substances. This process is achieved by microorganisms such as bacteria and fungi, or by activities of various enzymes [1]. Alkaloids have diverse biological and therapeutic activities ranging from useful medicines to potent toxins. Since many important drugs are derived from such natural compounds, there is much interest in their biotransformation to provide new compounds or intermediates for the synthesis of new or improved drugs [2]. Boldine and berberine are both modified benzylisoquinoline alkaloids belonging to aporphine and protoberberine types, respectively, and exhibit diverse biological activities. Boldine is a free radical scavenger implicated in the treatment of various diseases [3]. It has a protective effect against estrogen deficiency (osteoporosis) [4]. Boldine can also counteract endothelial dysfunction associated with hypertension and diabetes mellitus [5]. Furthermore, boldine has gastroprotective effect and is useful in gastric ulcer treatment [6]. As an effective antioxidant, boldine can act as anti-apoptotic agent and protect the liver from damage induced by methylprednisolone [7]. Boldine showed anti-inflammatory activity in Guinea pig Paw edema and reduced hyperthermia in rabbits due to bacterial pyrogens and inhibited prostaglandin biosynthesis [8]. Boldine increased eNOS in penile tissue and improved erectile functions in rats [9]. Recent studies have revealed that berberine exhibits anti-tumor properties against leukemia, lung cancer, cervical cancer, and other cancers [10].
Boldine also inhibits the enzyme telomerase, which is a target enzyme for anticancer drug research. Berberine, on the other hand, has also a protective effect against five metabolic disorders namely type-2 diabetes, obesity, non-alcoholic fatty liver, hyperlipidemia, and gout. These actions are brought about by increasing insulin secretion, improving insulin resistance, inhibiting adipose tissue fibrosis, improving liver steatosis, and improving gut microbiome [11]. Berberine also has antidiabetic effect by stimulating insulin secretion and modulating lipids [12]. In a recent study, berberine was found to have antidiarrheal effect in case of irritable bowel syndrome by inhibiting neurotransmission in colonic smooth muscle [13]. Due to the structural similarity of berberine and papaverine, it also inhibits human protein tyrosine phosphatase 1B (PTP-1B) [14] which plays a major rule in the development of diseases associated with insulin resistance such as obesity and diabetes as it is involved in the dephosphorylation of tyrosine residues of the insulin receptors [15].
Preparative scale resolution by Fusarium solani and stereospecific oxidation of (R, S) glaucine, an aporphine alkaloid related to boldine by Aspergillus flavipes was investigated [16]. Penicillium roqueforti NRRL 849 transformed boldine into boldine N-oxide [17]. The direct interaction of berberine and gut microbiota was reviewed in view of low bioavailability of oral berberine and to study altered pharmacological effects displayed by berberine metabolites [18]. Metabolites of berberine by gut microbiota were reviewed [19]. Gut microbiota was found to biotransform berberine to absorbable metabolites (dihydroberberine) [20]. Four metabolites of berberine by cytochrome P450 isoenzyme were identified using LC/tandem mass spectroscopy [21]. Microbial transformation studies of berberine by Curvularia lunata was performed but no metabolites were isolated in spite of almost complete consumption of the substrate [22]. Berberine 7-N-oxide was isolated as metabolite of berberine by the endophytic fungus Coelomycetes AFKR-1 obtained from Archangelisia flava (Menispermaceae) [23]. The microbial transformation studies of boldine and berberine were found to be scarce, which prompted us to undertake this investigation. Herein, we investigated the microbial transformation of boldine and berberine using a selection of filamentous fungi. Furthermore, molecular docking simulation studies were performed to investigate potential anticancer and antidiabetic metabolites related to boldine and berberine, respectively.

2. Results and Discussion

2.1. The Biotransformation Products Identification

The initial screening of isoquinoline alkaloid substrates (boldine and berberine) used 50 filamentous fungal strains from different classes. Four metabolites of boldine were isolated from the biotransformation broth and freeze–dried mycelia of Cunninghamella blackesleeana NRRL 1369, Penicillium chrysogeneum ATCC 10002 and Cunninghamella blackesleeana MR 198. Three metabolites of berberine were isolated from the biotransformation broth and freeze–dried mycelia of Cunninghamella elegans NRRL 2310, Cunninghamella blackesleeana NRRL 1369 and Penicillium chrysogeneum ATCC 10002. On the basis of their mass and NMR spectroscopic data, the metabolites were identified.
The 1H NMR data of boldine metabolite-1 (Table 1, SI: Figure S1) displayed the lack of two singlet signals at δH 3.55 and 3.77 each integrating for three protons (O-1 and O-10 methyl groups) which are present in boldine. The 13C NMR of 1 (Table 1, SI: Figure S2) showed 17 peaks which correspond to 17 different carbon atoms less than boldine by two carbon atoms and disappearance of two methyl group signals at δC 59.2 and 55.7 which are present in boldine. Other 13C NMR data showed resemblance to those of boldine. DEPT-135 and APT spectra of 1 (SI: Figures S3 and S4) proved the presence of three methylene carbons (attributed to C-4, C-5 and C-7), one methyl carbon (N-CH3) and four methine carbons (C-3, C-8, C-11 and C-6a). IR spectrum (SI: Figure S5) showed OH group at 3441 cm1. A pseudo-molecular ion peak [M+H]+ present in (+) ESI-MS spectrum (SI: Figure S6) at m/z 300 presumably corresponding to a molecular formula of C17H17O4N of which is 28 Da less than that of boldine. Based on boldine metabolite 1 spectral data, it was elucidated as 1,10-didesmethyl-boldine [24] (Figure 1).
The 1H NMR data of boldine metabolite-2 (Table 1, SI: Figure S7) displayed the lack of a singlet signal at δH 2.38 integrating for three protons which is present in boldine. The 13C NMR of 2 (Table 1, SI: Figure S8) showed 18 peaks corresponding to 18 different carbon atoms which is less than boldine by one carbon atom and disappearance of one methyl group signal at δC 43.7 present in boldine. DEPT-135 and APT spectra of 2 (SI: Figures S9 and S10) proved the existence of three methylene carbon (attributed to C-4, C-5 and C-7), two methyl carbons (O-1 and O-10 methyl groups) and four methine carbons (C-3, C-8, C-11 and C-6a). IR spectrum (SI: Figure S11) showed OH group signal at 3429 cm−1. A pseudo-molecular ion peak [M+H]+ at m/z 314 was detected in the (+) ESI-MS spectra (SI: Figure S12), which is presumably corresponding to a molecular formula of C18H19O4N which is 14 Da less than that of boldine. Based on boldine metabolite-2 spectral data, it was elucidated as nor-boldine or laurolitsine or boldine N-demethyl [25] (Figure 1).
The 1H NMR data of boldine metabolite-3 (Table 1, SI: Figure S13) showed disappearance of three singlet signals at δH 2.38, 3.55 and 3.77 each integrating for three protons (N-CH3, O-1 and O-10 methyl groups) which are present in boldine resulting from the triple demethylation reactions. 13C NMR of 3 (Table 1, SI: Figure S14) showed 16 peaks which correspond to 16 different carbon atoms less than boldine by three carbon atoms and disappearance of three methyl groups signal at δC 43.7, 55.7 and 59.2 present in boldine. DEPT-135 and APT spectra of 3 (SI: Figures S15 and S16) proved the existence of three methylene carbon (attributed to C-4, C-5 and C-7) and four methine carbons (C-3, C-8, C-11 and C-6a). IR spectrum (SI: Figure S17) showed OH group band at 3483 cm−1. A pseudo-molecular ion peak [M+H]+ at m/z 286 was present in (+) ESI-MS spectrum (SI: Figure S18) presumably corresponding to a molecular formula of C16H15O4N of which 42 Da less than that of boldine. Based on boldine metabolite-3 spectral data, it was elucidated as 1,10-didesmethyl-norboldine [24] (Figure 1).
(+) ESI-MS spectrum of boldine metabolite-4 (SI: Figure S26) revealed the presence of a pseudo-molecular ion peak [M+H]+ at m/z 490, which is probably corresponding to a molecular formula of C25H31O9N. IR spectrum (SI: Figure S25) showed OH group frequency at 3392 cm−1 and a conjugated carbonyl (C=O) sharp band at 1581 cm−1. Other bands include phenolic C‒O stretching at 1262 cm−1 and alcoholic C‒O stretching at 1141 and 1037 cm−1. The 1H NMR data of 4 (Table 1, SI: Figure S19) showed a singlet of one proton intensity at δH 6.52 belongs to proton on C-3. Multiplet at δH 2.51–2.65 integrating for three protons belongs to two protons on C-4 and one proton on C-6a. Another multiplet at 2.96–3.20 ppm integrating for four protons belongs to two protons on C-5 and two protons on C-7. The remaining two signals obviously belonged to sugar part with one six protons multiplet at δH 4.00–4.26 signifying sugar protons and the other one proton doublet of the anomeric proton (Glu-H-1`) resonating at δH 5.05. Based on anomeric proton chemical shift which was located downfield from the bulk of sugar protons and the large coupling constant (J = 7.2 Hz), it can be concluded that the aglycone binds to the sugar through a β-glycosidic linkage. Examination of 13C NMR of boldine metabolite-4 (Table 1, SI: Figure S20) showed 25 peaks due to 25 different carbon atoms which corresponding to 19 carbon atoms of boldine and six carbons of glucose. DEPT-135 and APT spectra of boldine metabolite-4 (SI: Figures S21 and S22) proved the existence of four methylene carbons (attributed to C-1`, C-4, C-5 and C-7), three methyl carbons (N-CH3, O-1- CH3 and O-10- CH3) and nine methine carbons (C-3, C-8, C-11, C-2`, C-3`, C-4`, C-5`, C-6` and C-6a). The attachment of the sugar to C-9 was confirmed by HMBC and HSQC, which showed correlation of the anomeric proton to C-9 (SI: Figures S23 and S24). Acid hydrolysis of boldine metabolite-4 afforded glucose (Co-TLC) and boldine aglycone (Co-TLC). The structure boldine glucoside was thus proposed for this compound. Based on boldine metabolite-4 spectral data, it was elucidated as boldine-9-O-β-D-glucoside (Figure 1). This is the first isolation of boldine-9-O-β-D-glucoside.
The 1H NMR data of berberine metabolite-5 compared to that reported for berberine [26] (Table 2, SI: Figure S27) displayed the lack of three singlet signals at δH 4.21, 4.11 and 6.11 integrating for methoxy group protons on C-9, C-10 and C-2,3 methylene group, respectively, which are present in berberine and indicate three demethylation reactions. The 13C NMR of berberine metabolite-5 (Table 2, SI: Figure S28) showed 17 peaks which correspond to 17 different carbon atoms and the lack of two methyl group signals at δC 57.1 and 62.0 and one methylene carbon signal at δC 102.1 present in berberine. Other 13C NMR data showed resemblance to those of berberine. DEPT-135 spectrum of 5 (SI: Figure S29) proved the existence of two methylene carbons (attributed to C-5 and C-6) and six methine carbons (C-1, C-4, C-8, C-11, C-12 and C-13). IR spectrum (SI: Figure S30) showed the appearance of OH group signal at 3428 cm−1 which is not present in berberine spectrum as previously reported. (+) ESI-MS spectrum (SI: Figure S31) showed the existence of a pseudo-molecular ion peak [M+H]+ at m/z 297 presumably corresponding to a molecular formula of C17H14O4N which is 40 Da lower than that of berberine resulting from three demethylation reactions. Based on berberine metabolite-5 spectral data, it was elucidated as tridemethyl berberine [27] (Figure 2).
The 1H NMR data of the berberine metabolite-6 compared to that reported about berberine [25] (Table 2, SI: Figure S32) showed two sharp three proton singlets at δH 4.10 and 4.07 assigned for 9 and 10 methoxy moieties, respectively. It also displayed the lack of one singlet signal at δH 6.11 integrating for two protons corresponding to C-2,3 methylene protons which is present in berberine, suggesting a demethylation reaction. The 13C NMR of 6 (Table 2, SI: Figure S33) showed 19 peaks which correspond to 19 different carbon atoms and the lack of one methylene carbon signal at δC 102.1 present in berberine. Other 13C NMR data showed resemblance to those of berberine. DEPT-135 spectrum of 6 (SI: Figure S34) proved the existence of two methylene carbons (attributed to C-5 and C-6), two methyl carbons (two methoxy groups at C-9 and C-10) and six methine carbons (C-1, C-4, C-8, C-11, C-12 and C-13). IR spectrum (SI: Figure S35) showed the appearance of OH band signal at 3451 cm−1 which is not present in berberine spectrum as previously reported. (+) ESI-MS spectrum (SI: Figure S36) showed the presence of a pseudo-molecular ion peak [M+H]+ at m/z 325 presumably corresponding to a molecular formula of C19H18O4N of which is 12 Da lower than that of berberine (loss of a methylene group). Based on berberine metabolite-6 spectral data, it was elucidated as demethylene berberine (DMB) [27] (Figure 2).
The 1H NMR data of the berberine metabolite-7 compared to that reported about berberine [25] (Table 2, SI: Figure S37) displayed a lack of a singlet signal of one proton intensity of H-8 at δH 9.77 present in berberine and appearance of a new singlet signal of two proton at δH 4.30 ppm which can be ascribed to a reduction reaction of bond between C-8 and the nitrogen atom. The 13C NMR of 7 (Table 2, SI: Figure S38) showed 20 peaks corresponding to 20 different carbon atoms which is the same number of carbon signals present in berberine. There is a significant shielding of C-8 signal (by 94 ppm) due to the reduction reaction. Other 13C NMR data showed resemblance to those of berberine. DEPT-135 spectrum of berberine metabolite-7 (SI: Figure S39) proved the existence of four methylene carbons (attributed to C-5, C-6, O-CH2-O and C-8), two methyl carbons (two methoxy groups at C-9 and C-10) and five methine carbons (C-1, C-4, C-8, C-11, C-12 and C-13). (+) ESI-MS spectrum (SI: Figure S40) showed the presence of a pseudo-molecular ion peak [M+H]+ at m/z 338 presumably corresponding to a molecular formula of C20H19O4N which one Da higher than that of berberine. Based on berberine metabolite-7 spectral data, it was elucidated as dihydoroberberine (lambertine) [27] (Figure 2).
Dealkylation is the most common reaction occurred in boldine and berberine indicating that several monooxygenases with different substrate specificities are involved in this reaction [24] have revealed that boldine shows phase II glucuronidation in rats. Their study demonstrated that treatment of urine samples with β-glucuronidase increased the recovery of boldine three to four-fold. This provided indirect evidence of the extensive formation of boldine glucuronides. Following this, more analysis was detailed through the use of the LC-MS method, which confirmed glucuronide and sulfate conjugates as the major metabolites of boldine in rats. The main metabolites identified using LC–MS were nor-boldine, boldine-9-O-glucuronide, boldine-2-O-glucuronide, boldine-O-sulphate and disulphate, boldine-O-glucuronide-O-sulphate and N-demethyl-boldine-O-sulphate [28]. In our study, we identified boldine-9-O-β-glucoside and nor-boldine as microbial metabolites of boldine.
In rat studies, Wang et al. investigated plasma profiles of berberine and its metabolites after berberine intravenous administration (4 mg/kg). The major circulating metabolites of berberine were berberrubine, demethyleneberberine and their corresponding glucuronides [27]. Additionally, berberine was converted into dihydroberberine (dhBBR) found only in the feces of rats [20]. In the current study, we identified demethyleneberberine and dihydroberberine as microbial biotransformation products of berberine, which reinforce the concept of microbial models of mammalian drug metabolism. It was found that the demethylation of berberine enhances its intestinal absorption in mice in vivo, which increases the therapeutic potential of berberine [29]. Furthermore, dihydroberberine is considered an active metabolite as it showed up to five times more bioavailable/absorbable and two times longer-lasting than berberine (8 h vs. 4 h) [30]. Overall, these findings further support microbial models of drug metabolism in mammals.

2.2. Molecular Docking Investigations

2.2.1. Molecular Docking of Boldine Metabolites to Telomerase Enzyme

Telomerase is a multicomponent enzyme which includes a catalytic telomerase reverse transcriptase (TERT) protein and a noncoding RNA molecule which serves as the template for the synthesis of telomere DNA [31]. Telomerase inhibition results in a sequential telomere shortening that triggers apoptosis or senescence in cancer cells [32]. In an in vitro study [33], boldine was proved to be an inhibitor of TERT. In our study, boldine and its metabolites were docked to the TERT deoxynucleotide binding site as a potential inhibitory target to investigate the potential anticancer activity for the isolated metabolites. The method was validated by redocking of 5-methylcarboxyl-indolyl-2′-deoxyriboside 5′-triphosphate (5-MeCITP), the co-crystalized inhibitor for TERT (PDB: 6E53). The MolDock scores (Table 3) of boldine, boldine metabolites 1, 2, 3 and 4 were −120.14, −112.52, −135.54, −119.00, and −151.75, respectively. These results indicated a potential binding of the investigated metabolites at the deoxynucleotide binding site in which boldine and its metabolites occupy the site by displacing the RNA template as 5-MeCITP does. Boldine formed hydrogen bonding interactions with Arg194, Asp343 and Tyr256 which helped to stabilize boldine in the docking cavity (Figure 3). Boldine metabolite 1 showed two hydrogen bonding interactions namely with Asp343 and Gly309, with a one fewer bond than boldine, and a steric interaction with Arg194 and Ile196 which may explain the drop of MolDock score from −120.14 to 112.52. Boldine metabolite 2 exhibited hydrogen bonding with Asp343 and Gly309 in addition to steric interactions with Arg194 and Gly309 which were expected to be of favorable as evidenced by the increase of the MolDock score to −135.53. For boldine metabolite 3, 3 hydrogen bonds were observed with Asp343, Gly309 and Tyr256 which may explain the small difference in the MolDock score compared to boldine. Boldine metabolite 4 exhibited the highest MolDock score amongst the examined metabolites which is supported by the formation of 5 hydrogen bonds namely between the sugar moiety of boldine metabolite4 and each of the residues Lys372, Lys189, Arg194, Asp245 and Ala255. A previous docking study of boldine to TERT [33] indicated that the conserved catalytic residues include Asp343 and Lys372. Asp343 coordinates with Mg2+ which is essential for the catalytic reaction, while Lys372 is the base source required for the condensation reaction of the deoxynucleotide. In our investigation, boldine and boldine metabolites 1-3 showed hydrogen binding to Asp343, while boldine metabolite 4 exhibited hydrogen binding to Lys372 which implied that these compounds block the catalytic site of TERT and thus potentially inhibit the telomerase enzyme. The results indicated that the isolated metabolites might exert anticancer activity through the inhibition of telomerase enzyme.

2.2.2. Molecular Docking of Berberine Metabolites to the Protein Tyrosine Phosphatase 1B (PTP-1B)

PTP-1B is considered as an attractive target for type-2 diabetes and obesity treatment [15]. Berberine is a promising antidiabetic alkaloid with evidence on inhibition of PTP-1B. Berberine and its metabolites (57) were docked to PTP-1B enzyme to predict their antidiabetic potential. The method was validated by redocking of 1,2,3,4-tetrahydroisoquinolyl sulfamic acid derivative, an inhibitor co-crysalized with PTP-1B (PDB: 2F70). The MolDock scores of berberine, berberine metabolites 5, 6, and 7 were −123.57, −115.91, −115.6 and −106.05 (Table 3). Berberine and berberine metabolites 5 and 6 showed similar hydrogen bonding interaction with water molecules and the residues Arg221, Cys215 and Ser216. Additionally, berberine showed hydrogen bonding interaction with Gly220. Thus, demethylation involving dioxy-methylene ring opening reactions did not have a significant effect on the binding interaction profile. For berberine metabolite 7, hydrogen bonding interaction was observed with Arg221, Cys215, Gly220 and steric interactions with Ala217, Gln262, Asp181 and Cys215. The results indicated good binding affinity to the protein and thus putative antidiabetic activity (Figure 4).

3. Materials and Methods

3.1. General Experimental Procedure

1D (1H, 13C, DEPT 135 and APT) and 2D (HMBC and HSQC) NMR spectra were recorded on a Bruker model AMX 400 NMR spectrometer (Bruker Daltonics GmbH & Co. KG, Fahrenheitstraße 428359, Bremen, Germany) with standard pulse sequences, operating at 400 MHz in 1H and 100 MHz in 13C. The chemical shift (δ) values were reported in parts per million units (ppm) and tetramethylsilane or known solvent shifts, used as internal chemical shift references. Coupling constants (J values) were recorded in Hertz (Hz). Standard pulse sequences were used for HSQC, HMBC, APT and DEPT. Mass Spectrometer Thermo Scientific ISQ Quantum Access MAX triple Quadrupole system, X calibur 2.1 software, Waltham, Massachusetts 02451, USA for ESI-MS. TLC was performed using precoated TLC sheets silica gel G 254 F sheets (E. Merck, Germany). Column chromatography was carried out using silica gel (E. Merck, 70–230 mesh) and Sephadex LH-20 (Sigma-Aldrich chemical Co., St. Louis, MI, USA). All the reagents and solvents used for separation and purification were of analytical grade. The solvent system for TLC analysis of boldine, using silica gel plates was, S1: chloroform: methanol: acetic acid (80: 20:2, v/v). For berberine, using silica gel plates; S2: n-butanol-acetic acid-water (BAW) 40:10:50 (v/v) equilibrated in a separator funnel and the upper organic phase was used. The plates were dried and visualized under UV-light at 254 and 365 nm and sprayed with Dragendorff’s and anisaldehyde/sulfuric acid spray reagents.

3.2. Chemicals

Berberine was obtained from Santa Cruse Chemical Company Inc, Dallas, TX, USA. Boldine was obtained from Sigma Aldrich Chemical Company Inc, St. Louis, MI, USA. Identity was confirmed by spectral analysis (MS and NMR).

3.3. Microorganisms

Initial screening procedure was conducted as previously reported Eliwa et al. [34]. In this case, 50 microbial cultures, obtained from the American Type Culture collection (ATCC, Rockville, Maryland), Northern Regional Research Laboratories (NRRL, Peoria, IL, USA. The initiation and maintenance of the cultures were conducted as previously reported in Eliwa et al. [32]. On the basis of this screening process, several micro-organisms were found to metabolize the alkaloidal substrates very well with variable efficiencies without optimization. Penicillium chrysogeneum ATCC 10002, Cunninghamella blackesleeana NRRL 1369 and Cunninghamella blackesleeana MR 198 were the most efficient microorganisms capable to perform maximum conversion of boldine into its metabolites. Cunninghamella elegans NRRL 2310, Cunninghamella blackesleeana NRRL 1369 and Penicillium chrysogeneum ATCC 10002, showed different metabolites of berberine without optimization.
To produce a significant amount of metabolites, the same technique was used. The highest yielding microbial strains were chosen to biotransform the two alkaloidal substrates for the large scale fermentation experiments. The liquid medium composition and the extraction of the metabolites were performed as previously reported in Eliwa et al. [34]. In all stage II fermentations, we used 0.5 L flasks containing 100 mL stage II cultures of the microorganism.

3.4. Preparative Scale Fermentation and Purification of the Metabolites

Several large scale fermentations were conducted as follows.

3.4.1. Boldine Transformation by Cunninghamella blackesleeana NRRL 1369

300 mg substrate/7.5 mL DMF was equally partitioned among 30 stage II culture. Fermentation residue (650 mg) was obtained after 15 days. The residue was dissolved in 2 mL of a methanol–dichloromethane mixture (1:1) and placed on top of silica gel column (70 g, 120 cm × 2.5 cm). The column was eluted by the gradient elution method in which 100% ethyl acetate was initially used, then gradually increasing the polarity by adding methanol by 5% increment up to 80% methanol. Fractions 50–66 afforded impure boldine metabolite 1. Those fractions were combined and evaporated to dryness (20 mg). Further purification was achieved utilizing the Sephadex LH-20 column (5 g, 60 cm × 1 cm), which was eluted severally with 100% methanol to yield pure boldine metabolite 1 (1,10-didemethyl-boldine), (5 mg, 1.7% yield, Rf = 0.55, S1), as amorphous white powder.

3.4.2. Boldine Transformation by Cunninghamella blackesleeana MR 198

Boldine (400 mg/10 mL DMF) was equally distributed among 40 stage II flasks. Fermentation residue (850 mg) was obtained after two weeks. The residue was dissolved in 2 mL of a methanol–dichloromethane mixture (1:1) and placed on top of silica gel column (70 g, 120 cm × 2.5 cm). The column was eluted by the gradient elution method using ethyl acetate, and then gradually increasing the polarity by adding methanol by 2% increment up to 80% methanol. Fractions 20–25 afforded boldine metabolite 2 (nor-boldine) which was soluble in chloroform (5 mg, yield = 1.25%, Rf = 0.75, S1), in the form of white amorphous powder. Fractions 45–50 afforded 3 (5 mg, 1.25% yield, Rf = 0.3, S1), as amorphous white powder.

3.4.3. Boldine Transformation by Penicillium chrysogeneum ATCC 10002

Boldine was dissolved in DMF (100 mg/2.5 mL) and was equally partitioned among 10 stage II flasks. After 15 days, 200 mg fermentation residue was obtained. The residue was dissolved in 0.5 mL of a methanol–dichloromethane mixture (1:1) and placed on top of silica gel column (30 g, 100 cm × 1.5 cm). The column was eluted by the gradient elution method using 100% ethyl acetate, and then gradually increasing the polarity by adding methanol by 5% increment up to 80% methanol. Fractions 72–83 afforded impure boldine metabolite 4. Those fractions were combined and evaporated to dryness (10 mg) Further purification was achieved utilizing the Sephadex LH-20 column (5 g, 60 cm × 1 cm), eluted severally with 100% methanol to yield pure boldine metabolite 4 (boldine-O-ß-D-glucoside, 4 mg (4% yield, Rf = 0.13, S1), as amorphous white powder.

3.4.4. Berberine Transformation by Cunninghamella blackesleeana NRRL 1369

Berberine (200 mg/5 mL sterile distilled water with gentle heating) was equally distributed among 20 stage II flasks. After 14 days, fermentation residue (300 mg) was dissolved in 3 mL of methanol and placed on top of Sephadex column (30 g, 120 × 2.5 cm2) eluted with methanol. In this case, 40 fractions (10 mL each) were collected. Pure berberine metabolite 5 (tridemethyl berberine) was obtained as amorphous white powder (6 mg, 3% yield, Rf = 0.2, S2), from fractions (20–28).

3.4.5. Berberine Transformation by Penicillium chrysogeneum ATCC 10002

Berberine (200 mg/5 mL sterile distilled water with gentle heating) was partitioned equally among 20 stage II flasks. 320 mg fermentation residue was obtained after 10 days. The residue was dissolved in 3 mL of methanol and placed on top of a glass column (30 g, 120 × 2.5 cm2) packed with slurry of Sephadex LH-20 in methanol. In this case, 30 fractions (10 mL each) were collected. Fractions (10–17) yielded a pure berberine metabolite 6 (demethylene berberine) as amorphous white powder (5 mg, 2.5% yield).

3.4.6. Berberine Transformation by Cunninghamella elegans NRRL 2310

Berberine (200 mg/5 mL sterile distilled water with gentle heating) was distributed equally among 20 stage II flasks. Fermentation residue (320 mg) was obtained after 13 days, and dissolved in 3 mL of methanol and placed onto Sephadex LH-20column (30 g, 120 × 2.5 cm2) eluted with methanol. In this case, 40 fractions (10 mL each) were collected Fractions (25–32) yielded a pure berberine metabolite 7 (dihydroberberine) as amorphous white powder (5 mg, 2.5% yield).

3.5. Molecular Docking

Molegro Virtual docker 2019 7.0.0 (MVD, a full trial version) was used to perform the docking studies. The crystal structures of the template proteins, PDB: 6E53 and 2F70, were downloaded from the Protein Data Bank. The crystal structure 6E53 was obtained by X-ray diffraction at a resolution of 2.8 Å and represents telomerase enzyme (TERT) from Tribolium castaneum in complex with MeCITP as an inhibitor [31]. The crystal structure 2F70 was obtained by X-ray diffraction at a resolution of 2.12 Å and is for tyrosine phosphatase 1B (PTP-1B) in complex with 1,2,3,4-tetrahydroisoquinolyl sulfamic acid derivative as an inhibitor [35]. MervinSketch software (ChemAxon® suite) was used to acquire the 3D models of the structures from which the lowest energy conformer for each compound was saved as structure data file (.sdf) format for docking. For each docking study, the protein structure and the ligand molecules were imported into the workspace of MVD. The total energy of the protein complexes was inspected using Ligand energy inspector of MVD software and the individual energy for different types of binding were analyzed. The parameters used were the same as previously reported in our studies [36,37]. The docking cavities constraints were set to give the best redocking pose. For redocking to TERT the selected constraints were X = 3.55, Y = −11.66, Z = 113.17 and radius = 8 Å, while for PTP-1B were X = −14.58, Y = 46.76, Z = 49.48 and radius = 10 Å. Redocking of the inhibitors co-crystalized with the proteins under study was performed to validate the docking parameters. The best redocked pose of 5-MeCITP had RMSD of 1.02 Å while for 1,2,3,4-tetrahydroisoquinolyl sulfamic acid derivative had RMSD of 0.84 Å. The aforementioned constraints were applied to the docking of the test compounds of boldine and berberine metabolites, respectively. The scoring function was set to MolDock score (GRID) and Grid resolution of 0.30 Å, while the search algorithm was set to MolDock Simplex Evolution. After running the docking simulation, the results were examined for determining the docking scores and the interactions with the amino acid residues at the docking cavity.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ph15101195/s1, Figure S1: 1H NMR spectrum of boldine metabolite-1 (400 MHz, CDCl3); Figure S2: 13C NMR spectrum of boldine metabolite-1 (100 MHz, CDCl3), Figure S3: DEPT 135 spectrum of boldine metabolite-1 (100 MHz, CDCl3), Figure S4: APT spectrum of boldine metabolite-1 (100 MHz, CDCl3), Figure S5: IR spectrum of boldine metabolite 1, Figure S6: (+) ESI-MS spectrum of boldine metabolite 1, Figure S7: 1H NMR spectrum of boldine metabolite-2 (400 MHz, CDCl3), Figure S8: 13C NMR spectrum of boldine metabolite-2 (100 MHz, CDCl3), Figure S9: DEPT 135 spectrum of boldine metabolite-2 (100 MHz, CDCl3), Figure S10: APT spectrum of boldine metabolite-2 (CDCl3), Figure S11: IR spectrum of the boldine metabolite-2, Figure S12: (+) ESI- MS spectrum of the boldine metabolite-2, Figure S13: 1H NMR spectrum of boldine metabolite-3 (400 MHz, CDCl3), Figure S14: 13C NMR spectrum of boldine metabolite-3 (100 MHz, CDCl3), Figure S15: DEPT 135 spectrum of boldine metabolite-3 (100 MHz, CDCl3), Figure S16: APT spectrum of boldine metabolite-3 (CDCl3), Figure S17: IR spectrum of the boldine metabolite-3, Figure S18: (+) ESI-MS spectrum of the metabolite-3, Figure S19: 1H NMR spectrum of boldine metabolite-4 (400 MHz, Acetone-d6), Figure S20: 13C NMR spectrum of boldine metabolite-4 (100 MHz, Acetone-d6), Figure S21: DEPT135 spectrum of boldine metabolite-4 (100 MHz, Acetone-d6), Figure S22: APT spectrum of boldine metabolite-4 (100 MHz, Acetone-d6), Figure S23: HMBC NMR spectrum of boldine metabolite-4 (Acetone-d6), Figure S24: HMQC NMR spectrum of boldine metabolite-4 (Acetone-d6), Figure S25: IR of boldine metabolite-4, Figure S26: (+) ESI- MS Mass spectrum of boldine metabolite-4, Figure S27: 1H NMR spectrum of berberine metabolite-5 (400 MHz, MeOD), Figure S28: 13C NMR spectrum of berberine metabolite-5 (100 MHz, MeOD), Figure S29: DEPT 135 spectrum of berberine metabolite-5 (100 MHz, MeOD), Figure S30: IR spectrum of berberine metabolite-5, Figure S31: (+) ESI- MS Mass spectrum of berberine metabolite-5, Figure S32: 1H NMR spectrum of berberine metabolite-6 (400 MHz, MeOD), Figure S33: 13C NMR spectrum of berberine metabolite-6 (100 MHz, MeOD), Figure S34: DEPT 135 spectrum of berberine metabolite-6 (100 MHz, MeOD), Figure S35: IR spectrum of berberine metabolite-6, Figure S36: (+) ESI-MS analysis of berberine metabolite-6, Figure S37: 1H NMR spectrum of berberine metabolite-7 (400 MHz, MeOD), Figure S38: 13C NMR spectrum of berberine metabolite-7 (100 MHz, MeOD), Figure S39: DEPT 135 spectrum of berberine metabolite-7 (100 MHz, MeOD), Figure S40: (+) ESI-MS analysis of berberine metabolite 7.

Author Contributions

Conceptualization, D.E., A.K., M.E.-A., A.-R.S.I. and A.E.R.; data curation, D.E., A.K., M.E.-A., A.-R.S.I. and A.E.R.; investigation, D.E., A.K., M.E.-A., A.-R.S.I. and A.E.R.; methodology D.E., A.K., M.E.-A., A.-R.S.I. and A.E.R.; project administration, M.T., Y.A.B.J. and G.E.-S.B.; supervision, A.-R.S.I.; writing—original draft, D.E., A.K., M.E.-A., A.E.R., A.-R.S.I., M.T., Y.A.B.J. and G.E.-S.B.; writing—review and editing, D.E., A.K., M.E.-A., A.-R.S.I., A.E.R., M.T., Y.A.B.J. and G.E.-S.B. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding on publication.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data is contained within the article and supplementary material.

Acknowledgments

The authors would like to extend their sincere appreciation to the Researchers Supporting Project Number (RSP2022R457), King Saud University, Riyadh, Saudi Arabia. Authors are thankful to Shaimaa Aboukhatwa and Ebtisam Badawy, Faculty of Pharmacy, Tanta University, Egypt.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Smitha, M.S.; Singh, S.; Singh, R. Microbial bio transformation: A process for chemical alterations. J. Bacteriol. Mycol. 2017, 4, 47–51. [Google Scholar]
  2. Rathbone, D.A.; Bruce, N.C. Microbial transformation of alkaloids. Curr. Opin. Microbiol. 2002, 5, 274–281. [Google Scholar] [CrossRef]
  3. Speisky, H.; Cassels, B.K. Boldo and boldine: An emerging case of natural drug development. Pharmacol. Res. 1994, 29, 1–12. [Google Scholar] [CrossRef]
  4. Chen, K.; Cheng, P.; Zhu, W.T.; Liang, S.; Yang, Q.; Parkman, V.A.; Zhou, C.H.; Jing, X.Z.; Liu, H.; Wang, Y.T.; et al. Boldine Ameliorates Estrogen Deficiency-Induced Bone Loss via Inhibiting Bone Resorption. Front. Pharmacol. 2018, 13, 1046. [Google Scholar] [CrossRef]
  5. Lau, Y.S.; Ling, W.C.; Murugan, D.; Mustafa, M.R. Boldine Ameliorates Vascular Oxidative Stress and Endothelial Dysfunction: Therapeutic Implication for Hypertension and Diabetes. J. Cardiovasc. Pharmacol. 2015, 65, 522–531. [Google Scholar] [CrossRef]
  6. Boeing, T.; Mariano, L.; Dos Santos, A.C.; Tolentino, B.; Vargas, A.C.; de Souza, P.; Nesello, L.; da Silva, L.M. Gastroprotective effect of the alkaloid boldine: Involvement of non-protein sulfhydryl groups, prostanoids and reduction on oxidative stress. Chem.-Biol. Interact. 2020, 25, 109166. [Google Scholar] [CrossRef]
  7. Shuker, E.; Farhood, M.; Al-Qudaihi, G.; Fouad, D. Potential Effects of Boldine on Oxidative Stress, Apoptosis, and Inflammatory Changes Induced by the Methylprednisolone Hepatotoxicity in Male Wistar Rats. Dose Response Int. J. 2022, 20, 155932582210828. [Google Scholar] [CrossRef]
  8. Backhouse, N.; Delporte, C.; Givernau, M.; Cassels, B.K.; Valenzuela, A.; Speisky, H. Anti-inflammatory and antipyretic effects of boldine. Agents Actions 1994, 42, 114–117. [Google Scholar] [CrossRef]
  9. Kara, E.; Kahraman, E.; Dayar, E.; Anacak, G.; Demir, O.; Gidener, S.; Atabey, N.; Durmus, N. The role of resistin on metabolic syndrome-induced erectile dysfunction and the possible therapeutic effect of Boldine. Andrology 2020, 8, 1728–1735. [Google Scholar] [CrossRef]
  10. Wang, Y.; Liu, Y.; Du, X.; Ma, H.; Yao, J. The Anti-Cancer Mechanisms of Berberine: A Review. Cancer Manag. Res. 2020, 30, 695–702. [Google Scholar] [CrossRef]
  11. Xu, X.; Yi, H.; Wu, J.; Kuang, T.; Zhang, J.; Li, Q.; Du, H.; Xu, T.; Jiang, G.; Fan, G. Therapeutic effect of berberine on metabolic diseases: Both pharmacological data and clinical evidence. Biomed. Pharmacother. 2021, 1, 110984. [Google Scholar] [CrossRef]
  12. Leng, S.H.; Lu, F.E.; Xu, L.J. Therapeutic effects of berberine in impaired glucose tolerance rats and its influence on insulin secretion. Acta Pharmacol. Sin. 2004, 25, 496–502. [Google Scholar]
  13. Lu, Y.; Huang, J.; Zhang, Y.; Huang, Z.; Yan, W.; Zhou, T.; Wang, Z.; Liao, L.; Cao, H.; Tan, B. Therapeutic Effects of Berberine Hydrochloride on Stress-Induced Diarrhea-Predominant Irritable Bowel Syndrome Rats by Inhibiting Neurotransmission in Colonic Smooth Muscle. Front. Pharmacol. 2021, 14, 596686. [Google Scholar] [CrossRef]
  14. Bustanji, Y.; Taha, M.O.; Yousef, A.M.; Al-Bakri, G.A. Berberine potently inhibits protein tyrosine phosphatase 1B: Investigation by docking simulation and experimental validation. J. Enzym. Inhib. Med. Chem. 2006, 21, 163–171. [Google Scholar] [CrossRef]
  15. Saxena, A.K.; Pandey, G.; Gupta, S.; Singh, A.B.; Srivastava, A.K. Synthesis of protein tyrosine phosphatase 1B inhibitors: Model validation and docking studies. Bioorganic Med. Chem. Lett. 2009, 19, 2320–2323. [Google Scholar] [CrossRef]
  16. Davis, P.J.; Talaat, R.E. Microbiological Systems in Organic Synthesis: Preparative-Scale Resolution of (RS)-Glaucine by Fusarium solani and Stereospecific Oxidation of (R)-(−)-Glaucine by Aspergillus flavipes. Appl. Environ. Microbiol. 1981, 41, 1243–1247. [Google Scholar] [CrossRef]
  17. El-Aasr, M.; Eliwa, D.; Albadry, M.; Ibrahim, A.S.; Kabbash, A.; Meepagala, K.M.; Khan, I.A.; Khan, S.I.; Ross, S.A. Microbial transformation of some simple isoquinoline and benzylisoquinoline alkaloids and in vitro studies of their metabolites. Phytochemistry 2021, 189, 112828. [Google Scholar] [CrossRef]
  18. Cheng, H.; Liu, J.; Tan, Y.; Feng, W.; Peng, C. Interactions between gut microbiota and berberine, a necessary procedure to understand the mechanisms of berberine. J. Pharm. Anal. 2021, 12, 541–555. [Google Scholar] [CrossRef]
  19. Wang, J.; Feng, W.; Tang, F.; Ao, H.; Peng, C. Gut microbial transformation, a potential improving factor in the therapeutic activities of four groups of natural compounds isolated from herbal medicines. Fitoterapia 2019, 138, 104293. [Google Scholar] [CrossRef]
  20. Feng, R.; Shou, J.W.; Zhao, Z.X.; He, C.Y.; Ma, C.; Huang, M.; Fu, J.; Tan, X.S.; Li, X.Y.; Wen, B.Y.; et al. Transforming berberine into its intestine-absorbable form by the gut microbiota. Sci. Rep. 2015, 15, 12155. [Google Scholar] [CrossRef]
  21. Li, Y.; Ren, G.; Wang, Y.X.; Kong, W.J.; Yang, P.; Wang, Y.M.; Li, Y.H.; Yi, H.; Li, Z.R.; Song, D.Q.; et al. Bioactivities of berberine metabolites after transformation through CYP450 isoenzymes. J. Transl. Med. 2011, 15, 62. [Google Scholar] [CrossRef] [PubMed]
  22. Yimlaz, D.; Gizem, F.; Akbulut, B. Curvularia lunata: A fungus for possible berberine transformation. Int. J. Second. Metab. 2022, 9, 66–73. [Google Scholar]
  23. Agusta, A.; Wulansari, D.; Tiwi, P.; Fathoni, A. Biotransformation of Protoberberine Alkaloids by the Endophytic Fungus Coelomycetes AFKR-3 Isolated from Yellow Moonsheed Plant (Archangelisia Flava (L.) Merr.). Procedia Chem. 2014, 13, 38–43. [Google Scholar] [CrossRef] [Green Version]
  24. Jiménez, I.; Speisky, H. Biological disposition of boldine: In Vitro and in vivo studies. Phytother. Res. 2000, 14, 254–260. [Google Scholar] [CrossRef]
  25. Buchanan, M.; Carroll, A.; Pass, D.; Quinn, R. Aporphine Alkaloids from the Chinese Tree Neolitsea Aurata Var. Paraciculata. Nat. Prod. Commun. 2007, 2, 1934578X0700200306. [Google Scholar] [CrossRef]
  26. Yu, L.L.; Li, R.T.; Ai, Y.B.; Liu, W.; Deng, Z.S.; Zou, Z.M. Protoberberine isoquinoline alkaloids from Arcangelisia gusanlung. Molecules 2014, 29, 13332–13341. [Google Scholar] [CrossRef]
  27. Wang, K.; Feng, X.; Chai, L.; Cao, S.; Qiu, F. The metabolism of berberine and its contribution to the pharmacological effects. Drug Metab. Rev. 2017, 49, 139–157. [Google Scholar] [CrossRef]
  28. Hroch, M.; Mičuda, S.; Cermanová, J.; Chládek, J.; Tomšík, P. Development of an HPLC fluorescence method for determination of boldine in plasma, bile and urine of rats and identification of its major metabolites by LC-MS/MS. J. Chromatogr. B Anal. Technol. Biomed. Life Sci. 2013, 1, 48–56. [Google Scholar] [CrossRef]
  29. Zhang, Z.; Cong, L.; Peng, R.; Han, P.; Ma, S.R.; Pan, L.B.; Fu, J.; Yu, H.; Wang, Y.; Jiang, J.D. Transformation of berberine to its demethylated metabolites by the CYP51 enzyme in the gut microbiota. J. Pharm. Anal. 2021, 11, 628–637. [Google Scholar] [CrossRef]
  30. Moon, J.M.; Ratliff, K.M.; Hagele, A.M.; Stecker, R.A.; Mumford, P.W.; Kerksick, C.M. Absorption Kinetics of Berberine and Dihydroberberine and Their Impact on Glycemia: A Randomized, Controlled, Crossover Pilot Trial. Nutrients 2021, 14, 124. [Google Scholar] [CrossRef]
  31. Hernandez-Sanchez, W.; Huang, W.; Plucinsky, B.; Garcia-Vazquez, N.; Robinson, N.J.; Schiemann, W.P.; Berdis, A.J.; Skordalakes, E.; Taylor, D.J. A non-natural nucleotide uses a specific pocket to selectively inhibit telomerase activity. PLoS Biol. 2019, 17, e3000204. [Google Scholar] [CrossRef] [PubMed]
  32. Zhang, X.; Mar, V.; Zhou, W.; Harrington, L.; Robinson, M.O. Telomere shortening and apoptosis in telomerase-inhibited human tumor cells. Genes Dev. 1999, 13, 2388–2399. [Google Scholar] [CrossRef]
  33. Noureini, S.; Kheirabadi, M.; Masoumi, F.; Khosrogerdi, F.; Zarei, Y.; Suárez-Rozas, C.; Salas-Norambuena, J.; Cassels, B. Telomerase Inhibition by a New Synthetic Derivative of the Aporphine Alkaloid Boldine. Int. J. Mol. Sci. 2018, 19, 1239. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Eliwa, D.; Albadry, M.A.; Ibrahim, A.S.; Kabbash, A.; Meepagala, K.; Khan, I.A.; El-Aasr, M.; Ross, S.A. Biotransformation of papaverine and in silico docking studies of the metabolites on human phosphodiesterase 10a. Phytochemistry 2021, 183, 112598. [Google Scholar] [CrossRef]
  35. Klopfenstein, S.R.; Evdokimov, A.G.; Colson, A.O.; Fairweather, N.T.; Neuman, J.J.; Maier, M.B.; Gray, J.L.; Gerwe, G.S.; Stake, G.E.; Howard, B.W.; et al. 1,2,3,4-Tetrahydroisoquinolinyl sulfamic acids as phosphatase PTP1B inhibitors. Bioorganic Med. Chem. Lett. 2006, 16, 1574–1578. [Google Scholar] [CrossRef] [PubMed]
  36. Ibrahim, A.S.; Ragab, A.E. New adipate esters from Cunninghamella echinulata: Isolation, identification, biosynthesis and in silico prediction of potential opioid/anti-opioid and antidiabetic activities. Nat. Prod. Res. 2022, 19, 1–5. [Google Scholar] [CrossRef] [PubMed]
  37. Ragab, A.E.; Badawy, E.T.; Aboukhatwa, S.M.; Abdel-Aziz, M.M.; Kabbash, A.; Abo Elseoud, K.A. Isonicotinic acid N-oxide, from isoniazid biotransformation by Aspergillus niger, as an InhA inhibitor antituberculous agent against multiple and extensively resistant strains supported by in silico docking and ADME prediction. Nat. Prod. Res. 2022, 23, 1–6. [Google Scholar] [CrossRef]
Figure 1. Structure of boldine and its metabolites.
Figure 1. Structure of boldine and its metabolites.
Pharmaceuticals 15 01195 g001
Figure 2. Structure of berberine and its metabolites.
Figure 2. Structure of berberine and its metabolites.
Pharmaceuticals 15 01195 g002
Figure 3. (A) Superimposed co-crystalized and redocked poses of 5-MeCITP in TERT. (BF) Amino acid residues involved in ligand interaction shown as dashed lines with boldine, boldine metabolites 1, 2, 3 and 4, respectively.
Figure 3. (A) Superimposed co-crystalized and redocked poses of 5-MeCITP in TERT. (BF) Amino acid residues involved in ligand interaction shown as dashed lines with boldine, boldine metabolites 1, 2, 3 and 4, respectively.
Pharmaceuticals 15 01195 g003
Figure 4. (A) Superimposed co-crystalized and redocked poses of 2F70 in PTP-1B. (BE) Amino acid residues involved in ligand interaction shown as dashed lines with berberine, berberine metabolites 5, 6, and 7, respectively.
Figure 4. (A) Superimposed co-crystalized and redocked poses of 2F70 in PTP-1B. (BE) Amino acid residues involved in ligand interaction shown as dashed lines with berberine, berberine metabolites 5, 6, and 7, respectively.
Pharmaceuticals 15 01195 g004
Table 1. Results of 1H NMR and 13C NMR analysis of boldine metabolites 1-3 and boldine (in CDCl3, 400 MHz) and boldine metabolite 4 (in Acetone-d6).
Table 1. Results of 1H NMR and 13C NMR analysis of boldine metabolites 1-3 and boldine (in CDCl3, 400 MHz) and boldine metabolite 4 (in Acetone-d6).
PositionδH, Integration, Multiplicities (J in Hz)δC, Multiplicities
BoldineBoldine Metabolite-1Boldine Metabolite-2Boldine Metabolite-3Boldine Metabolite-4BoldineBoldine Metabolite-1Boldine Metabolite-2Boldine Metabolite-3Boldine Metabolite-4
1---------------142.6, C138.3, C143.3, C139.3, C141.8, C
1a---------------122.8, C125.3, C125.3, C123.6, C126.1, C
1b---------------126.2, C123.8, C126.2, C125.3, C125.0, C
2---------------149.1, C149.3, C149.0, C147.5, C148.3, C
36.49, 1H, s6.52, 1H, s6.64, 1H, s6.48, 1H, s6.52, 1H, s114.1, CH114.6, CH115.0, CH112.2, CH114.2, CH
3a---------------128.8, C128.2, C128.2, C128.6, C130.0, C
42.24, 2H, m2.52, 2H, br2.52, 2H, br2.77, 2H, br2.51, 2H, m28.5, CH228.1, CH228.9, CH226.3, CH228.4, CH2
52.50, 2H, m2.97, 2H, br3.02, 2H, br2.94, 2H, br2.96, 2H, m52.8, CH253.4, CH242.4, CH245.1, CH252.4, CH2
6a2.73, 1H, dd (3.72, 13.8)2.66, 1H, m2.65, 1H, m2.90, 1H, m2.65, 1H, m50.3, CH60.8, CH52.7, CH55.3, CH61.3, CH
72.83, 2H, m3.15, 2H, m3.20, 2H, m3.11, 2H, m3.20, 2H, m33.8, CH232.3, CH234.7, CH235.1, CH233.3, CH2
7a---------------129.6, C128.6, C130.6, C130.4, C130.6, C
86.71, 1H, s6.68, 1H, s6.74, 1H, s6.68, 1H, s6.68, 1H, s115.2, CH115.4, CH114.9, CH115.7, CH118.4, CH
9---------------146.0, C144.5, C145.1, C147.3, C146.2, C
10---------------145.8, C142.5, C145.7, C140.2, C149.3, C
117.85, 1H, s7.87, 1H, s7.89, 1H, s7.73, 1H, s7.87, 1H, s111.9, CH110.3, CH112.2, CH111.2, CH110.4, CH
11a---------------125.6, C120.2, C123.2, C122.5, C127.3, C
1-OCH33.55, 3H, s---3.58, 3H, s---3.56, 3H, s59.2, CH3---58.4, CH3---59.1, CH3
10-OCH33.77, 3H, s---3.76, 3H, s---3.77, 3H, s55.7, CH3---55.3, CH3---55.2, CH3
N-CH32.38, 3H, s2.38, 3H, s------2.37, 3H, s43.7, CH344.3, CH3------44.2, CH3
Glc-1`------------5.05, 1H, d (7.2)------------101.2, CH
Glc-2`------------4.00–4.26, 6H, m------------77.2, CH
Glc-3`------------------------77.0, CH
Glc-4`------------------------73.9, CH
Glc-5`------------------------70.4, CH
Glc-6`------------------------61.8, CH2
Table 2. Results of 1H NMR and 13C NMR analysis of berberine metabolites 57 and berberine [27] (in MeOD, 400 MHz).
Table 2. Results of 1H NMR and 13C NMR analysis of berberine metabolites 57 and berberine [27] (in MeOD, 400 MHz).
PositionδH, Integration, Multiplicities (J in Hz)δC, Multiplicities
BerberineBerberine
Metabolite-5
Berberine
Metabolite-6
Berberine
Metabolite-7
BerberineBerberine
Metabolite-5
Berberine
Metabolite-6
Berberine
Metabolite-7
17.67, 1H, s7.82, 1H, s7.57, 1H, s6.73, 1H, s105.4, CH104.7, CH105.8, CH106.7, CH
1a------------120.4, C122.5, C120.5, C122.3, C
2------------147.6, C148.2, C146.9, C145.9, C
3------------149.7, C150.3, C149.5, C148.3, C
46.97, 1H, s7.07, 1H, s6.87, 1H, s6.58, 1H, s108.4, CH108.0, CH109.0, CH110.5, CH
4a------------130.6, C131.7, C128.0, C129.3, C
53.27, 2 H, t (4)3.21, 2H, t (4)3.12, 2H, t (4)2.91, 2H, t (4)26.4, CH227.0, CH225.9, CH228.4, CH2
64.94, 2 H, t (4)4.94, 2H, t (4)4.89, 2H, t (4)3.21, 2H, t (4)55.2, CH254.1, CH255.0, CH253.1, CH2
89.77, 1H, s9.87, 1H, s9.82, 1H, s4.30, 2H, s145.4, CH143.9, CH144.3, CH51.4, CH2
8a------------121.4, C122.4, C120.9, C120.7, C
9------------143.6, C145.4, C144.3, C145.2, C
10------------150.4, C151.4, C150.3, C149.2, C
118.12, 1H, d (9)8.33, 1H, d (8)8.18, 1H, d (8)7.18, 1H, d (8)126.7, CH125.9, CH126.2, CH125.0, CH
128.01, 1H, d (9)7.92, 1H, d (8)7.99, 1H, d (8)7.22, 1H, d (8)123.5, CH123.2, CH123.7, CH121.5, CH
12a------------132.9, C133.0, C133.0, C130.5, C
138.71, 1H, s8.88, 1H, s8.75, 1H, s5.93, 1H, s120.2, CH121.4, CH119.8, CH100.8, CH
13a------------137.4, C136.8, C136.7, C138.4, C
O-CH2-O6.11, 2H, s------5.90, 2H, s102.1, CH2------101.2, CH2
O-9-CH34.21, 3H, s---4.10, 3H, s4.20, 3H, s62.0, CH3---61.4, CH361.3, CH3
O-10-CH34.11, 3H, s---4.07, 3H, s3.80, 3H, s57.1, CH3---56.5, CH356.2, CH3
Table 3. Docking scores and the amino acids involved in hydrogen bonding interactions.
Table 3. Docking scores and the amino acids involved in hydrogen bonding interactions.
CompoundTERTCompoundPTP-1B
MolDock ScoreInteracting Amino AcidMolDock ScoreInteracting Amino Acid
Boldine−120.14Arg194, Asp343, Tyr256Berberine−123.57Cys215, Ser216, Gly220, Arg221
Boldine metabolite 1−112.52Asp343, Gly309Berberine metabolite 5−115.91Cys215, Ser216, Arg221
Boldine metabolite 2−135.54Asp343, Gly309Berberine metabolite 6−115.60Cys215, Ser216, Arg221
Boldine metabolite 3−119.00Asp343, Gly309, Tyr256Berberine metabolite 7−106.05Cys215, Ile219, Gly220, Arg221
Boldine metabolite 4−151.75Arg194, Asp254, Ala255, Lys372, Lys189
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Eliwa, D.; Ibrahim, A.-R.S.; Kabbash, A.; El-Aasr, M.; Tomczyk, M.; Bin Jardan, Y.A.; Batiha, G.E.-S.; Ragab, A.E. Biotransformation of Modified Benzylisoquinoline Alkaloids: Boldine and Berberine and In Silico Molecular Docking Studies of Metabolites on Telomerase and Human Protein Tyrosine Phosphatase 1B. Pharmaceuticals 2022, 15, 1195. https://doi.org/10.3390/ph15101195

AMA Style

Eliwa D, Ibrahim A-RS, Kabbash A, El-Aasr M, Tomczyk M, Bin Jardan YA, Batiha GE-S, Ragab AE. Biotransformation of Modified Benzylisoquinoline Alkaloids: Boldine and Berberine and In Silico Molecular Docking Studies of Metabolites on Telomerase and Human Protein Tyrosine Phosphatase 1B. Pharmaceuticals. 2022; 15(10):1195. https://doi.org/10.3390/ph15101195

Chicago/Turabian Style

Eliwa, Duaa, Abdel-Rahim S. Ibrahim, Amal Kabbash, Mona El-Aasr, Michał Tomczyk, Yousef A. Bin Jardan, Gaber El-Saber Batiha, and Amany E. Ragab. 2022. "Biotransformation of Modified Benzylisoquinoline Alkaloids: Boldine and Berberine and In Silico Molecular Docking Studies of Metabolites on Telomerase and Human Protein Tyrosine Phosphatase 1B" Pharmaceuticals 15, no. 10: 1195. https://doi.org/10.3390/ph15101195

APA Style

Eliwa, D., Ibrahim, A. -R. S., Kabbash, A., El-Aasr, M., Tomczyk, M., Bin Jardan, Y. A., Batiha, G. E. -S., & Ragab, A. E. (2022). Biotransformation of Modified Benzylisoquinoline Alkaloids: Boldine and Berberine and In Silico Molecular Docking Studies of Metabolites on Telomerase and Human Protein Tyrosine Phosphatase 1B. Pharmaceuticals, 15(10), 1195. https://doi.org/10.3390/ph15101195

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop