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Bioactivities and Mode of Actions of Dibutyl Phthalates and Nocardamine from Streptomyces sp. H11809

Dibutyl phthalate (DBP) produced by Streptomyces sp. H11809 exerted inhibitory activity against human GSK-3β (Hs GSK-3β) and Plasmodium falciparum 3D7 (Pf 3D7) malaria parasites. The current study aimed to determine DBP’s plausible mode of action against Hs GSK-3β and Pf 3D7. Molecular docking analysis indicated that DBP has a higher binding affinity to the substrate-binding site (pocket 2; −6.9 kcal/mol) than the ATP-binding site (pocket 1; −6.1 kcal/mol) of Hs GSK-3β. It was suggested that the esters of DBP play a pivotal role in the inhibition of Hs GSK-3β through the formation of hydrogen bonds with Arg96/Glu97 amino acid residues in pocket 2. Subsequently, an in vitro Hs GSK-3β enzymatic assay revealed that DBP inhibits the activity of Hs GSK-3β via mixed inhibition inhibitory mechanisms, with a moderate IC50 of 2.0 µM. Furthermore, the decrease in Km value with an increasing DBP concentration suggested that DBP favors binding on free Hs GSK-3β over its substrate-bound state. However, the antimalarial mode of action of DBP remains unknown since the generation of a Pf 3D7 DBP-resistant clone was not successful. Thus, the molecular target of DBP might be indispensable for Pf survival. We also identified nocardamine as another active compound from Streptomyces sp. H11809 chloroform extract. It showed potent antimalarial activity with an IC50 of 1.5 μM, which is ~10-fold more potent than DBP, but with no effect on Hs GSK-3β. The addition of ≥12.5 µM ferric ions into the Pf culture reduced nocardamine antimalarial activity by 90% under in vitro settings. Hence, the iron-chelating ability of nocardamine was shown to starve the parasites from their iron source, eventually inhibiting their growth.


Introduction
Actinomycetes are the leading source of bioactive compounds with numerous activities, including anticancer and antibiotic [1,2]. Malaysian rainforests are well known for their rich biodiversity, including that of soil microorganisms. We previously reported the isolation of actinomycetes strains from different forest types in Borneo, Malaysia, to identify inhibitors against proteins involved in eukaryotic cell signaling pathways, including glycogen synthase kinase-3β (Hs GSK-3β) [3][4][5]. GSK-3β is a serine-threonine protein kinase that regulates cell processes such as cell growth, proliferation, and survival [6]. The overexpression of GSK-3β is implicated in many diseases such as cancer, neurodegenerative diseases, and diabetes [7,8]. Hence, a GSK-3β inhibitor is an attractive target in drug screening, development, and design [9][10][11]. Due to accumulated knowledge on human GSK-3, the protozoan parasite GSK-3 was also indicated as a druggable target for treating infectious diseases, including malaria. Plasmodium falciparum GSK-3 (Pf GSK-3) is essential for Plasmodium survival during the erythrocytes cycle. Structurally, Pf GSK-3 is 75% similar to Hs GSK-3β [12]. A high-throughput screening of Hs GSK-3β inhibitors managed to identify thieno [2,3-b]pyridines scaffolds as selective derivatives towards Pf GSK-3 [13].
Our previous screening identified dibutyl phthalates (DBP) from Streptomyces sp. H11809 to have inhibitory activity against Hs GSK-3β (in vivo yeast-based assay). DBP also showed antimalarial activities against Plasmodium falciparum 3D7 (Pf 3D7) with no cytotoxic effect on Chang liver cells [14]. Although a drug's mode of action (MoA) is not required for Food and Drug Administration (FDA) drug approval [15], knowledge of a drug's MoA is helpful to prevent late-stage drug trial failure. Hence, this study reports the MoA of DBP against recombinant Hs GSK-3β activity and its possible molecular target on Plasmodium via resistant clone generation. In addition, nocardamine was identified as another active compound from H11809 crude extract that showed moderate antimalarial activity but no activity against Hs GSK-3β.

Characterization and Classification of H11809
H11809 requires ten days for sporulation on oatmeal agar (OA) ( Table S1). The aerial mycelia are light brown with no soluble pigmentation. Scanning electron microscopy revealed that the aerial mycelia of H11809 had long chains of spores with a smooth surface ( Figure S1). The 16s rRNA gene sequence of H11809 showed 99% similarity to the various corresponding sequences of Streptomyces sp. such as Streptomyces sp. SllA 2050 (accession number FJ492849.1), Streptomyces sp. Av25_4 (accession number FJ490534.1), and Streptomyces sp. WW4-1s (accession number KJ143657.1) ( Figure S2). H11809 sequence was deposited in the NCBI database and was identified as Streptomyces sp. H11809 with accession number MN602474.

Bioassay-Guided Fractionation and Compound Identification
H11809 crude and chloroform extracts inhibited the yeast growth at both 28 • C and 37 • C but with a larger zone of inhibition at 37 • C, indicating non-selective Hs GSK-3β inhibition. The H11809 chloroform extract was fractionated using column chromatography to collect 60 fractions. These fractions were pooled into nine fractions and tested against Hs GSK-3β yeast-based assay. Fraction 8 (H11809-CCF8) showed the most significant selective Hs GSK-3β inhibitory activity because the zone of inhibition was observed (only at 37 • C) ( Table 1).
H11809-CCF8 was further analyzed using UPLC-MS. The presence of DBP was identified at a retention time (RT) of 3.7 min and a base peak at 149 m/z, a typical base peak fragmentation pattern of phthalate esters with an alkyl side chain ( Figure 1) [16] Figure S3). The acquired data were compared with the reported NMR of dibutyl phthalates and showed similar signals for both 1 H-and 13 C-NMR [17] (Table S2). Furthermore, both commercial DBP and H11809-CCF8 had similar RT ( Figure S4), UV maxima, and mass, confirming DBP as the active compound in H11809-CCRF8.   1 13.0 ± 0.0 14.0 ± 0.0 Non-selective inhibition " 1 " is the crude extract of Streptomyces H7667, a strain that produces few GSK-3β inhibitors [18]. Selected column chromatography fractions of H11809 chloroform extracts were tested against Pf 3D7 for antimalarial activity (H11809-CCF5 to -CCF9). H11809-CCF8 (DBP was identified from this fraction) only showed antimalarial activity at high concentrations (500 µg/mL). Meanwhile, H11809-CCF9 exerted more significant activity, by which the antimalarial activity was still observed at 5 µg/mL (Table 2). Selected column chromatography fractions of H11809 chloroform extracts were tested against Pf 3D7 for antimalarial activity (H11809-CCF5 to -CCF9). H11809-CCF8 (DBP was identified from this fraction) only showed antimalarial activity at high concentrations (500 µg/mL). Meanwhile, H11809-CCF9 exerted more significant activity, by which the antimalarial activity was still observed at 5 µg/mL (Table 2). UPLC-MS analysis of H11809-CCF9 revealed a major peak with an RT of 1.7 min (no DBP peak at RT 3.7 min), indicating the presence of another active compound with antimalarial activity but no activity against Hs GSK-3β. MS analysis revealed a compound with 601.6 m/z [M + H] + as the parent signal. Based on the DNP database search, this compound was identified as nocardamine with the molecular formula of C 27 H 48 N 6 O 9 and 600.7 m/z. Due to the small amount of nocardamine produced by Streptomyces sp. H11809 (<0.5 mg), 1 H-NMR analysis of H11809-CCF9 was unsuccessful. However, nocardamine are known to produce a distinctive MS signal pattern at 601, 401, and 201 m/z [M + H] + (corresponding to the fragment ion peaks of three repeating units of N-hydroxy-N'-succinylcadaverine) [19,20], that was also observed in the mass spectrum of H11809-CCF9 ( Figure 2). Moreover, commercial nocardamine and active compounds in H11809-CCF9 had similar RT ( Figure S5), UV maxima, and mass, confirming nocardamine as the active compound's identity in H11809-CCF9. Commercial nocardamine was then tested at 16-point dilutions against Pf 3D7 culture. The IC 50 of nocardamine Pf 3D7 was 1.5 M (moderate antimalarial activity) ( Figure S6). UPLC-MS analysis of H11809-CCF9 revealed a major peak with an RT of 1.7 mi DBP peak at RT 3.7 min), indicating the presence of another active compound with malarial activity but no activity against Hs GSK-3β. MS analysis revealed a compo with 601.6 m/z [M + H] + as the parent signal. Based on the DNP database search, this pound was identified as nocardamine with the molecular formula of C27H48N6O9 and m/z. Due to the small amount of nocardamine produced by Streptomyces sp. H11809 mg), 1 H-NMR analysis of H11809-CCF9 was unsuccessful. However, nocardamin known to produce a distinctive MS signal pattern at 601, 401, and 201 m/z [M + H] + responding to the fragment ion peaks of three repeating units of N-hydroxy-N' cinylcadaverine) [19,20], that was also observed in the mass spectrum of H11809-C ( Figure 2). Moreover, commercial nocardamine and active compounds in H11809-C had similar RT ( Figure S5), UV maxima, and mass, confirming nocardamine as the a compound's identity in H11809-CCF9. Commercial nocardamine was then tested a point dilutions against Pf 3D7 culture. The IC50 of nocardamine Pf 3D7 was 1.5 M (mo ate antimalarial activity) ( Figure S6).

DBP Inhibits Hs GSK-3β Substrate Binding Site via Mixed Inhibition
The yeast-based assay applied in this study was more sensitive towards non-ATPcompetitive inhibitors such as 4-Benzyl-2-methyl-1,2,4-thiadiazolidine-3,5-dione (TDZD-8). Some ATP-competitive inhibitors, such as staurosporine, could also be identified, although a large chemical concentration was required for a detectable inhibition zone [21]. DBP showed positive inhibition (partial growth inhibition at 37 • C, 10.0 ± 0.0 mm, and no yeastgrowth defects were observed at 28 • C), indicating selective GSK-3β inhibition. In addition, TDZD-8 also exerted a similar inhibition pattern ( Figure 3). Based on this result, DBP and TDZD-8 are likely to inhibit GSK-3β at both temperatures (28 and 37 • C). However, only GSK-3β inhibition at 37 • C has a fatal effect. Without GSK-3, yeast cells lose cell wall integrity [22] and become temperature sensitive. Hence, it was not able to grow at 37 • C. In contrast, yeast cells survived GSK-3β inhibition at 28 • C because a compromised cell wall has no fatal effect at a lower temperature. Hence, no inhibition zone was observed at 28 • C [23]. However, a high concentration of DBP was required for the observable inhibitory effect (160 µg/disc of samples, compared to TDZD-8 at 2 µg/disc). Meanwhile, nocardamine exerted no activity on GSK-3β. although a large chemical concentration was required for a detectable inhibition zone [21]. DBP showed positive inhibition (partial growth inhibition at 37 °C, 10.0 ± 0.0 mm, and no yeast-growth defects were observed at 28 °C), indicating selective GSK-3β inhibition. In addition, TDZD-8 also exerted a similar inhibition pattern ( Figure 3). Based on this result, DBP and TDZD-8 are likely to inhibit GSK-3β at both temperatures (28 and 37 °C). However, only GSK-3β inhibition at 37 °C has a fatal effect. Without GSK-3, yeast cells lose cell wall integrity [22] and become temperature sensitive. Hence, it was not able to grow at 37 °C. In contrast, yeast cells survived GSK-3β inhibition at 28 °C because a compromised cell wall has no fatal effect at a lower temperature. Hence, no inhibition zone was observed at 28 °C [23]. However, a high concentration of DBP was required for the observable inhibitory effect (160 µg/disc of samples, compared to TDZD-8 at 2 µg/disc). Meanwhile, nocardamine exerted no activity on GSK-3β.  against Hs GSK-3β, at 160 µg/disc. " 1 " is a selective Hs GSK-3β inhibitor [24]. " 2 " is the extract of Streptomyces sp. H7667, a strain that produces few GSK-3β inhibitors [18].

Sample
Based on the result of the yeast-based assay, a preliminary docking study of DBP interaction with Hs GSK-3β was performed [25][26][27]. Docking studies demonstrated weak interactions of DBP on pocket 1 (P1, ATP-binding site of GSK-3β), as only steric interactions were established. The best-fit pose for molecular interaction on P1 was chosen based on the binding affinity of DBP (−6.1 kcal/mol). In contrast, DBP established a total of four hydrogen bonds on pocket 2 (P2, substrate-binding site of GSK-3β), by which two hydrogen bonds formed with Arg96 (3.01 Å, −2.23 kcal/mol and 3.28 Å, −0.06 kcal/mol) and Glu97 (3.15 Å, −2.24 kcal/mol and 3.07 Å, −0.32 kcal/mol), respectively ( Figure 4). These hydrogen bonds resulted in a higher binding affinity of DBP on P2 than P1; the best-fit pose had a −6.9 kcal/mol binding affinity. In addition, non-bonded interaction (electrostatic or Van der Waals interactions) was also established between DBP and Tyr216, which is a crucial residue that controls the activation of GSK-3β [28] (Table 3). This result indicates that compound DBP is likely to bind on the substrate-binding site, P2, instead of the ATP-binding site, P1. against Hs GSK-3β, at 160 µg/disc. " 1 " is a selective Hs GSK-3β inhibitor [24]. " 2 " is the extract of Streptomyces sp. H7667, a strain that produces few GSK-3β inhibitors [18].
Based on the result of the yeast-based assay, a preliminary docking study of DBP interaction with Hs GSK-3β was performed [25][26][27]. Docking studies demonstrated weak interactions of DBP on pocket 1 (P1, ATP-binding site of GSK-3β), as only steric interactions were established. The best-fit pose for molecular interaction on P1 was chosen based on the binding affinity of DBP (−6.1 kcal/mol). In contrast, DBP established a total of four hydrogen bonds on pocket 2 (P2, substrate-binding site of GSK-3β), by which two hydrogen bonds formed with Arg96 (3.01 Å, −2.23 kcal/mol and 3.28 Å, −0.06 kcal/mol) and Glu97 (3.15 Å, −2.24 kcal/mol and 3.07 Å, −0.32 kcal/mol), respectively ( Figure 4). These hydrogen bonds resulted in a higher binding affinity of DBP on P2 than P1; the best-fit pose had a −6.9 kcal/mol binding affinity. In addition, non-bonded interaction (electrostatic or Van der Waals interactions) was also established between DBP and Tyr216, which is a crucial residue that controls the activation of GSK-3β [28] (Table 3). This result indicates that compound DBP is likely to bind on the substrate-binding site, P2, instead of the ATP-binding site, P1. Table 3. A summary of DBP-interacted amino acid residues on P1 and P2 [25] as analyzed by legro docking software. Enclosed and non-enclosed residues are hydrogen bond formation hydrophobic interactions between GSK-3β with DBP, respectively.
Based on the yeast-based assay and in silico study, DBP was further tested ag the Hs GSK-3β enzymatic assay. This assay measures the amount of free ATP before after the enzymatic reactions. The in vitro enzymatic assay showed that DBP causes h ATP accumulations after the enzymatic reaction than a normal reaction. As the conce tion of DBP was increased, the Km value was also increased, and conversely for the value (Michaelis-Menten plot), indicating enzyme inhibition [29]. For accurate Km Vmax determination (the x-and y-intercept represents −1/Km and 1/v values, respectiv the Lineweaver-Burk graph was plotted [30]. It was also observed that the Hs GS inhibition by DBP is significant, p = 0.0017 (95%-confidence) ( Figure 5) (Table 4). Base Km and Vmax changes, the inhibitory mechanism exerted by DBP against Hs GSK-3β is cluded to be mixed inhibition (IC50 = 2.0 µM, a moderate inhibitor) ( Figure S7). M inhibition is almost similar to a non-competitive inhibitor, except its Km value will al affected by increased inhibitor concentration [31]. . Two-dimensional Ligplot + diagram of the interaction between DBP and amino acid residues on the substrate-binding site (P2) of GSK-3β. Double-bonded oxygen of ester groups in DBP form hydrogen bonds (blue dotted lines) with Arg96 and Glu97. Red, spoked arcs represent hydrophobic interactions between DBP and amino acid residues of P2. Oxygen is red, nitrogen is blue, and carbon is gray circles. Table 3. A summary of DBP-interacted amino acid residues on P1 and P2 [25] as analyzed by Molegro docking software. Enclosed and non-enclosed residues are hydrogen bond formations and hydrophobic interactions between GSK-3β with DBP, respectively.

P1 (ATP-Binding Site) P2 (Substrate Binding Site)
Ala83, Arg141, Asp133, Asp200, Cys199, Gln185, Glu137, Gly63, Ile62, Leu132, Leu188, Lys85, Pro136, Thr138, Tyr134, Val70, Val110, Val135 Binding affinity = −6.1 kcal/mol Ala204, (Arg96), Arg180, Asn95, Gln89, (Glu97), Gly202, Ile217, Lys85, Lys94, Phe67, Phe93, Ser203, Tyr216, Val87, Val214 Binding affinity = −6.9 kcal/mol Based on the yeast-based assay and in silico study, DBP was further tested against the Hs GSK-3β enzymatic assay. This assay measures the amount of free ATP before and after the enzymatic reactions. The in vitro enzymatic assay showed that DBP causes higher ATP accumulations after the enzymatic reaction than a normal reaction. As the concentration of DBP was increased, the K m value was also increased, and conversely for the V max value (Michaelis-Menten plot), indicating enzyme inhibition [29]. For accurate K m and V max determination (the x-and y-intercept represents −1/K m and 1/v values, respectively), the Lineweaver-Burk graph was plotted [30]. It was also observed that the Hs GSK-3β inhibition by DBP is significant, p = 0.0017 (95%-confidence) ( Figure 5) (Table 4). Based on K m and V max changes, the inhibitory mechanism exerted by DBP against Hs GSK-3β is concluded to be mixed inhibition (IC 50 = 2.0 µM, a moderate inhibitor) ( Figure S7). Mixed inhibition is almost similar to a non-competitive inhibitor, except its K m value will also be affected by increased inhibitor concentration [31].  In the previous study, we reported the antimalarial activity of DBP against Pf 3D7 [14]. To study its antimalarial MoA, Pf 3D7 was exposed to an increasing concentration of DBP to generate a DBP-resistant mutant clone. However, a significant resistance mutant clone against DBP could not be developed, as no more than 2-fold resistance was observed (Pf 3D7 strain exposed to 40 µM DBP, the highest concentration possible). Due to insignificant resistance, further genomic sequencing was not performed. Hence, the antimalarial MoA of DBP remains unknown.

Iron-Dependency of Nocardamine to Exert Antimalarial Activity
Nocardamine is an iron-chelating agent that binds to iron ions in cells. Based on the Pf 3D7 IC50 of nocardamine, 20 µM (>90% Pf clearance) was selected as a single concentration to be tested in the presence of 16-dilution points (half dilution of the previous at each point) of FeCl3 concentrations (the highest and lowest concentrations were 50 µM and  In the previous study, we reported the antimalarial activity of DBP against Pf 3D7 [14]. To study its antimalarial MoA, Pf 3D7 was exposed to an increasing concentration of DBP to generate a DBP-resistant mutant clone. However, a significant resistance mutant clone against DBP could not be developed, as no more than 2-fold resistance was observed (Pf 3D7 strain exposed to 40 µM DBP, the highest concentration possible). Due to insignificant resistance, further genomic sequencing was not performed. Hence, the antimalarial MoA of DBP remains unknown.

Iron-Dependency of Nocardamine to Exert Antimalarial Activity
Nocardamine is an iron-chelating agent that binds to iron ions in cells. Based on the Pf 3D7 IC 50 of nocardamine, 20 µM (>90% Pf clearance) was selected as a single concentration to be tested in the presence of 16-dilution points (half dilution of the previous at each point) of FeCl 3 concentrations (the highest and lowest concentrations were 50 µM and 0.002 µM, respectively). FeCl 3 diluents were first tested against Pf -infected blood cells to observe any adverse effect on the culture. The addition of FeCl 3 posed no negative effect on Pf culture (each well has >95% Pf infection rate after 72 h incubation). Subsequently, the FeCl 3 diluents were added to Pf culture with 20 µM nocardamine in each well and incubated for 72 h. It was found that ≥12.5 FeCl 3 can reduce the antimalarial effect of 20 µM nocardamine by 90% (Table S3). The iron-dependency experiment confirmed that antimalarial activity exerted by nocardamine is iron-dependent, as an increasing concentration of Fe 3+ saved Pf culture from nocardamine inhibitory activity ( Figure S8).

Discussion
DBP is a phthalic acid ester characterized as a clear, colorless, oily liquid that is insoluble in water. DBP is a product of the shikimic acid pathway in microorganisms [32]. DBP from several actinomycetes strains such as Streptomyces sp. YYS-7 and Streptomyces albidoflavus, which displayed antimicrobial and fungal activities, has been reported previously [33,34]. Enzymatic assay suggests that DBP inhibits Hs GSK-3β via the mixed inhibition action.
Furthermore, an increase in K m value indicates that DBP favors binding on free Hs GSK-3β over Hs GSK-3β-substrate complexes, which causes a lower binding affinity of GSK-3β towards its substrates, eventually lowering the V max value ( Figure S9). To determine the possible binding site of DBP on free Hs GSK-3β, we conducted a preliminary in silico study targeting two active sites on Hs GSK-3β: ATP-binding pocket (P1) and substrate-binding pocket (P2). Our docking study revealed that DBP might interact with critical amino acid residues on P2, mediated by double-bonded oxygen of DBP functional groups (ester). DBP can form a hydrogen bond with Arg96, which is involved in the P + 4 phosphates binding site (P-loop). The second double-bonded oxygen of DBP creates hydrogen bonding with Glu97, part of three amino acid residues (including Asp200 and Lys85) that can be targeted to enhance activity and selectivity against Hs GSK-3β [35].
Although hydrophobic interactions are weak, their effect cannot be neglected as the number of atoms involved significantly contributes to a specific interaction between enzyme and substrate. Interaction with amino acids residues provides essential information on its inhibitory activity and MoA. Significant non-bonded interaction of DBP on P2 is on the "hydrophobic patch", which is located in the C-terminal lobe of GSK-3β (facing the ATP-binding site) that consists of Val214, Ile217, and Tyr216 [26]. Tyr216 is pivotal for the activation of Hs GSK-3β, in which the binding of DBP on P2 will likely prevent GSK-3β activation. TDZD-8, the first Hs GSK-3β proven non-ATP-competitive inhibitor, binds to P2 by forming hydrogen bonds with Arg96, Arg180, and Lys205. In addition, it also interacts with Try216 and Val214 through hydrophobic and π-stacking, which prevent the activation of GSK-3β [36].
A highly potent GSK-3β inhibitor is widely perceived as one of the main criteria in drug discovery. This is indicated by low IC 50 values, such as those exerted by staurosporine (15 nM) and indirubin (22 nM) [37,38]. However, diseases associated with GSK-3 are not caused by more than 2-or 3-fold increases in regular GSK-3 activity [36]. Thus, about 50% of the inhibition rate is sufficient for effective treatment for these diseases. It is suggested that a moderate inhibitor is more desirable for a sustainable long-term treatment plan as the complete inhibition of protein kinase frequently causes adverse side effects such as deleterious effects on healthy tissues [39,40]. In this study, inhibitory activity exerted by DBP against GSK-3β is considered moderate. Thus, DBP or its derivatives can be an interesting lead for the development of GSK-3β inhibitors in treating diseases resulting from GSK-3β dysregulation in humans.
Antimalarials' molecular targets can be discovered by creating drug-resistant parasites and comparing the genomes of the resistant clones to the wild type [41]. This method has led to the identification of numerous novel targets, including Pf ATP4 and Pf CARL [42]. In this study, the generation of a Pf mutant strain against DBP via continuous drug exposure was unsuccessful, suggesting DBP's plausible target might be indispensable for Pf survival. Although the effect of DBP on Pf GSK-3 has yet to be determined, it has been reported that DBP inhibits GSK-3 activity in other species. DBP was reported to cause a higher accumulation of β-catenin in the nucleus of Zebrafish embryos, resulting in abnormal development. Accumulations of β-catenin in the nucleus may occur due to the inhibition of GSK-3β that prevents its phosphorylation and proteasomal degradation. However, the Western blot showed that DBP does not affect the Ser9 phosphorylation level of Zebrafish embryos [43]. In contrast, the inhibition of GSK-3β by DBP increases the GSK-3β Ser9 phosphorylation level in the liver of male, six-week-old ICR mice infected with Plasmodium berghei, by which DBP was implicated as a potential malaria treatment in vivo [14]. This contradictory finding may be caused by slight structural differences of the GSK-3β kinase domain between different species [12].
Pf GSK-3 was genetically and phenotypically validated as an antimalarial therapeutic target [44,45]. The physiological function of Pf GSK-3 is not fully understood. However, it is essential for the egression of Plasmodium during the erythrocytic stage [13,46]. Interestingly, Pf GSK-3 knock-out was also reported to be unsuccessful in P. falciparum via site-directed mutagenesis [46], which is corroborated by the unsuccessful mutant generation in this study. Given drug-resistance development is a major problem in the malaria endemic, a scaffold that is not prone to resistance generation by Plasmodium should be prioritized [47]. This evidence suggests the Pf GSK-3 inhibitor as a potential antimalarial target. Hence, a different strategy needs to be applied to understand the effect of DBP, and eventually to screen for more Pf GSK-3 inhibitors for future study.
Moreover, Hs GSK-3β was reported to modulate the inflammatory response activated by parasite infections, marked by a dramatic increase in cytokine production [48]. Cytokine storms are usually implicated in cerebral malaria and liver damage, which can be fatal without treatment [49][50][51]. We previously reported the dual effect exerted by DBP in P. berghei infected mice as antimalarial agents and in inhibiting the activity of host GSK-3β (increased Ser9 phosphorylation) [14]. In addition, we also reported quercetin (Hs GSK-3β inhibitor) exerted both antimalarial and host GSK-3β-mediated cytokine levels in the brain of P. berghei-infected mice [52]. Targeting a host enzyme that the parasite cannot mutate provides a new therapeutic insight that will prevent severe malaria and the development of resistant strains [53,54]. Dual effects exerted by GSK-3 inhibitors might help overcome and compensate the need for new antimalarial target with a longer clinical lifespan.
Meanwhile, nocardamine is a well-known iron-chelating compound [19]. Since iron is essential for Pf 's growth [55], it is expected that antimalarial activity exerted by nocardamine is via Plasmodium iron starvation. Iron is essential for human physiological and cellular processes, including the immune system, DNA replication and repair, mitochondrial function, and erythropoiesis [56]. Ferroportin (FPN), the only known iron transporter in humans, is highly abundant in red blood cells. It is vital to protect cells from toxic iron accumulation generated by hemoglobin autoxidation and malaria infection. In Plasmodium, iron is especially required during the erythrocytes stage, as rapid parasite proliferation requires iron as the cofactor for DNA replication enzyme [57]. Anemic patients were reported to be in a protective condition that prevented malarial infections. In addition, individuals with increased ferroportin levels acquired a protective effect against Plasmodium.
In contrast, fpn gene knock-out mice developed a malaria-susceptible phenotype. Moreover, iron supplementary therapy for anemic patients was reported to increase malaria risk, because additional iron inhibits the activity of FPN. Hence, iron levels in the blood, regulated by FPN, influence malaria infection in humans [58]. For decades, iron chelators have gained attention in antimalarial drug development, recognizing the impact of iron levels in blood with malaria infection susceptibility [59]. Siderophores are among the most potent known ferric ions binding agents that are vastly secreted by microorganisms. It is vital for iron transport across the membrane [60]. Siderophores have been reported to exert diverse bioactivities [61], including antimalarial activity [62]. The gene cluster encoding siderophore biosynthesis represents one of the main and common secondary metabolites gene clusters in actinomycetes [63]. The most commonly produced siderophore by actinomycetes is desferrioxamine (DFO), with a reported Pf 3D7 IC 50 of 14 µM [64,65]. We identified nocardamine (desferrioxamine E) as the active compound against Pf 3D7, which has a moderate Pf IC 50 , and its antimalarial activity is significantly reduced (>90%) in the presence of excessive ferric ions (≥12.5 µM).
RBC-stage Pf parasites are more sensitive to iron chelators (at µM concentration) than mammalian cells (mM concentration). DFO has been reported to affect malaria in a stage-specific manner, especially against the late trophozoites and schizont stages [66]. On the contrary, some siderophores' antimalarial modes of action have been previously reported to involve more complex cellular processes such as the direct inhibition of parasite ribonucleotide reductase activity and the modification of the host immune response rather than simple iron starvation [67,68]. Although >95% of the iron in the blood is in the form of the heme [69], hemoglobin is not the iron source for Plasmodium growth. The effect of iron deficiency in anemic patients would never induce a protective effect against malaria, since only 1% heme ion would be enough for Plasmodium growth [70,71]. Hence, non-heme iron is essential for Plasmodium growth in mature erythrocytes [72]. Furthermore, DFO has low membrane solubility [73], implying that its antimalarial effect is primarily based on its ability to bind to non-heme irons, depriving the Plasmodium parasite of its principal iron source, at least in vitro, as demonstrated in this study.

Isolation, Cultivation, Microscopic Characterization, and Molecular Identification of H11809
H11809 was isolated from a soil sample collected at 15 cm depth during the expedition to Imbak Valley, Sabah, Malaysia, in 2000. This strain was isolated using modified humic acid and purified on oatmeal agar [3]. Aerial mycelia from a 2-week-old culture were observed under a scanning electron microscope (SEM) for microscopic characterization. The spores were first coated in gold using the Emitech K550X sputter coater. Gold-coated spores were observed using Carl Zeiss EVO MA10 at 800×to 3k×magnifications. For molecular identification, a pure culture of H11809 was grown in mannitol-peptone broth for 34-48 h. DNA extraction and 16S rRNAs polymerase chain reaction (PCR) was performed as described previously [62]. The PCR product was purified using a QIAquick PCR Purification Kit (Qiagen, Valencia, Spain) and subjected to Sanger sequencing. Basic local alignment search tool (BLAST) analysis was performed using the National Centre for Biotechnology Information (NCBI) database to identify near genera.

Secondary Metabolites Production from H11809
A single colony of H11809 culture was inoculated into 10 mL of mannitol-peptone broth as a seed medium (in 125 mL flask) and incubated at 28 • C, 220 rpm for five days. The culture conditions were optimized in mannitol-peptone broth and grown for secondary metabolite production. The metabolites were extracted using acetone to obtain crude extract. The crude extract was centrifuged at 4000 rpm for 10 min to remove the mycelium. The sample was then filtered with Whatman Paper No. 1 to remove cell debris. The crude extract was freeze-dried to eliminate acetone and water. Bioassay-guided fractionation was performed using a yeast-based assay as a preliminary assay for GSK-3β inhibition activities. The yeast-based assay was developed by deleting four GSK-3β homologs genes in yeast (MCK1, MDS1, MRK1, and YOL128c). In yeast, the GSK-3 homolog is important for processes such as cell division and cell wall integrity [22]. Hence, the GSK-3-null strain is a temperature-sensitive yeast that is unable to grow at 37 • C due to a compromised cell wall at a higher temperature. The insertion and expression of Hs GSK-3β suppressed this fatal effect. For screening, the yeast was grown at 28 • C (no adverse effect on yeast) and 37 • C (damaging the cell wall in the absence of GSK-3) for five days. Paper discs were pipetted with 20 µL (2 mg) samples [23]. TDZD-8, a known non-ATP competitive inhibitor of GSK-3β, was used as a positive control (2 µg/disc).
A total of four outcomes can be interpreted based on the yeast inhibition pattern: (i) in the presence of selective GSK-3β inhibitor (indicated by a zone of inhibition only at 37 • C. This is because GSK-3β inhibition will cause yeast cells to lose their cell wall integrity and break at high temperatures. Meanwhile, the selective inhibition of GSK-3β at 28 • C will not affect yeast growth as a lower temperature will not cause yeast cells to break despite disrupted cell wall), (ii) non-selective GSK-3β inhibitor (inhibition on both temperatures, but larger or clearer at 37 • C. Since GSK-3 inhibition does not cause growth defects at 28 • C, if a zone of inhibition is observed at this temperature, it indicates that the tested compound is inhibiting other cell components), (iii) toxic activity (inhibition at both temperatures with an equal diameter), and (iv) no activity (no inhibition zone at both temperatures) [18,21]. The dried crude extract of H11809 was re-dissolved in sterile distilled water and partitioned based on polarity using liquid-liquid extraction to obtain hexane, chloroform, and butanol extracts. The H11809 chloroform extract, the most potent extract against GSK-3β, was further fractionated using column chromatography using the isocratic mode with 100% ethyl acetate. A total of 60 fractions were collected and pooled into nine fractions, based on the retention factor on thin-layer chromatography. Active fractions were then analyzed using UPLC-MS.
UPLC analysis was performed using an ACQUITY UPLC ® H-Class System (Waters, Milford, MA, USA) equipped with a quaternary solvent delivery manager pump, an autosampler manager-FTN, a column manager, and a photodiode array detector (connected to Empower 2 software). The detection wavelength was set at 190-600 nm with a sample injection volume of 5.0 µL. A Waters Xterra ® MS C18 column (2.1 × 150 mm, 5 µm) was used for separation at 40 • C. The binary gradient elution system consisted of solvent A (0.05% formic acid aqueous solution) and solvent B (acetonitrile) at a 0.5 mL/min flow rate. The solvent B gradient program was as follows (time, % of solvent B): 0.00 min, 5%; 4.00 min, 100%; 8.00 min, 100%; and 8.05 min, 5%. The entire run was 10 min: 8 min for the analysis and two additional minutes for re-equilibration.
The mass was analyzed using the API 3200 TM LC/MS/MS system. The mass spectra were acquired in both positive and negative mode by which the ions were scanned from m/z 100 to m/z 1500 amu; curtain gas (CUR): 15.0 psi; ion spray voltage (IS): −4500 V and 4500 V (in negative and positive ionization mode, respectively); source temperature 400 • C; ion source gas 1 (GS1) (nebulizer gas): 40 psi; ion source gas 2 (GS2) (auxiliary gas): 50 psi; delustering potential (DP): 45 V; and entrance potential (EP): 10 V.
To confirm the identity of the active compounds, 1 H-and 13 C-NMR were acquired using a JOEL JNM-ECA-500 spectrometer at 500 and 125 MHz, respectively. CDCl 3 (δH 7.26 and δC 77.2) was used as a solvent and internal standard. The acquired data were then compared with reported data. In addition, commercially available DBP (Acros Organics, Geel, Belgium) and nocardamine (abcam) were purchased and analyzed using UPLC-MS to compare its RT with the active compounds identified in this study.

Antimalarial Assay against Plasmodium Falciparum 3D7 (Pf 3D7)
The antimalarial activity of Streptomyces sp. H11809 was evaluated using an in vitro phenotypic assay against Pf 3D7 (a chloroquine-sensitive strain). The assay was performed as previously reported [74]. Briefly, the assay was performed on a 96-flat-bottom well, by which each well contained 100 µL of Pf culture (Pf infection rate and RBC concentration were adjusted to 0.3% and 2%, respectively). For crude extracts/fractions, the samples were dissolved in 100 µL of DMSO to a 100 mg/mL stock solution. Meanwhile, 50 µM sample stock solutions were prepared in 100 uL of DMSO for pure compounds. The stock solution was then diluted up to 24-dilution points using DMSO (each well was 1 /2 concentration of the previous). For screening, 0.5 µL of the sample was pipetted into a 96-flat-bottom well with Pf -infected RBC. The screening plate was incubated for 72 h at 37 • C. After incubation, the plate was frozen at −80 • C for 12-24 h and thawed to break the cells. The parasite lactate dehydrogenase (pLDH) assay was performed to determine the Pf clearance exerted by the tested sample.

Mode of Action Study
4.4.1. In Vitro Enzymatic Assay against Hs GSK-3β and Its Preliminary In Silico Analysis DBP and nocardamine were tested against mammalian GSK-3β using an in vivo yeastbased assay. Each compound was tested at 160 µg/disc. Only DBP was shown to inhibit mammalian GSK-3β in vivo, and it was further tested against Hs GSK-3β. The assay was performed using a Kinase-Glo Plus Luminescent Kinase Assay (Promega, Madison, WI, USA) in a solid white 96-well plate as recommended by the manufacturer. In brief, the assay was performed at an optimized concentration of a pre-phosphorylated GSK-3β substrate (H-Leu-Ser-Glu-Thr-Lys-Pro-Ala-Val-OH) (Santa Cruz) (2 µM) and GSK-3β enzyme (20 ng), with various concentrations of ATP (0.2, 1.25, 2.5, 5.0, 20.0 and 30.0 µM). DBP was tested at 0.0 (normal reaction), 2.0, and 25.0 µM. The relative fluorescence unit (RFU) was measured after 10 min of reaction using Fluoroskan Ascent FL (Thermo Scientific, Waltham, MA, USA). To determine the inhibitory mechanisms of DBP, the rate of reaction, v (RFU/min), of the normal reaction and inhibited response was measured. The IC 50 value of DBP against Hs GSK-3β was also determined. Graphs were plotted using GraphPad Prism software.

Antimalarial Mode of Action Study
Pf 3D7 culture was exposed to an increasing concentration of DBP, starting from its Pf IC 50 until the maximum concentration that allowed Pf growth to generate a mutant Pf clone. To investigate if a DBP-resistant clone could be produced, the activity of DBP on WT Pf 3D7 was compared to that of exposed Pf 3D7.
To confirm whether the iron-chelating action of nocardamine is responsible for its antimalarial activity, the effect of nocardamine on Pf -infected RBC in the presence of iron supplement was evaluated. The effect of iron addition was first evaluated on non-infected and Pf -infected RBC in the absence of nocardamine to determine the suitable range of Fe 3+ concentrations. Fe 3+ above 50 µM caused an observable cytotoxic effect on blood cells. Based on this cut-off point, the effect of 20 µM nocardamine (the IC 90 ) antimalarial activity was determined in the presence of 0.002 µM to 50 µM norcardamine.

Conclusions
Bioactive compounds are abundant in actinomycetes. However, many of these compounds failed the late stage of drug trials due to a poor understanding of their MoA. A drug's MoA is vital in assessing its safety and dose. Our research demonstrated DBP inhibits Hs GSK-3β via mixed inhibition. DBP binds on substrate-binding sites and prefers free Hs GSK-3β over the substrate-bound Hs GSK-3β. DBP is an intriguing molecule to investigate because it is a non-ATP-competitive GSK-3 inhibitor with a more selective MoA. This finding, however, raises important questions about whether DBP antimalarial effectiveness is linked to the suppression of Pf GSK-3, a critical enzyme for Plasmodium survival throughout its life cycle. A different approach needs to be applied to study its antimalarial MoA. Furthermore, we showed that nocardamine is linked to non-heme iron to starve Plasmodium growth as its primary MoA, which is the principal iron supply for Plasmodium growth in an in vitro setting.