1. Introduction
The World Health Organization (WHO) reported that central nervous system (CNS) disorders account for more than 6% of disabilities, with lower-middle-income countries suffering more burden (
Moritz et al., 1997). Africa is expected to experience more mortality from these CNS disorders and is projected to increase in 2030 (
Moritz et al., 1997). The brain is a homeostatic working machine, perturbations in the brain neurotransmitters affect its overall working system (
Ishola et al., 2020).
N-methyl-D-aspartate receptor (NMDAR) is an ionotropic glutamate receptor expressed ubiquitously in the brain (
Kennedy, 2010;
Sapkota et al., 2019;
Sattler et al., 2000). It belongs to the ionotropic class of glutamate receptors (
Montes de Oca Balderas, 2018;
Reiner & Levitz, 2018). NMDAR activation by glutamate leads to an influx of calcium ions (Ca2+) that activates a diverse range of intracellular signaling cascades (
Cho et al., 2012;
Kennedy, 2010;
Montes de Oca Balderas, 2018;
Sapkota et al., 2019). This is why NMDAR is regarded as an electrochemical coupling (
Zhu et al., 2016). Disruptions in the NMDAR activity in the brain are associated with diverse neuropsychiatric disorders (
Bartlett & Wang, 2013;
Das et al., 2018;
Henson et al., 2017;
Ni et al., 2018;
Vishnoi et al., 2015).
Plant compounds have played a significant role in drug discovery over the years. The use of plant compounds for medicinal purposes is common in Africa and dates back to prehistoric times. Previous work from our laboratory showed the potential of a new alkaloid from Datura metel (datumetine) potentiating NMDAR. Our previous study showed that datumetine possessed a binding affinity for NMDAR and prolong exposure in mice altered the NMDAR signaling pathway and hippocampal neurotransmitters system mimicking glutamate toxicity (
Ishola et al., 2020). We propose that datumetine replaces glutamate at its binding site on NMDAR and has a similar role to glutamate binding.
This study aims to investigate whether a single dose of datumetine could mimic synapto-nuclear signaling in the brain. This is because low exogenous glutamate exposure has been reported to be a model to enhance synaptic plasticity (
Bartlett & Wang, 2013;
Kennedy, 2010; Lu & Malenka, 2012;
Zhu et al., 2015) there have been few attempts to correlate these important areas of research. Here we review current knowledge of the various mechanisms of NMDAR-dependent synaptic plasticity that are shared with neuronal survival and death, while drawing comparisons with the proneurotrophin/ neurotrophin receptor and intracellular signaling systems. Our conclusion is that NMDAR-dependent LTP and long-term depression (LTD.
2. Materials and Methods
Drug purchase and preparation
Datumetine (CAS No.:67078-20-0) was a gift from Dr. Ogundele of Louisiana State University USA. Dizocilpine (MK-801) (CAS No.:77086-21-6) was procured from MedChemExpress (MCE) USA. The drugs were all dissolved in 10% dimethylsulfoxide (DMSO) to make a 1 mg/mL stock solution.
Animal care
Thirty male adult BALB/c mice were procured from the University Animal Care Center. The mice were housed in standard laboratory conditions of 12 hours alternating light and dark cycles. They were kept in standard cages of five mice per cage. The mice were allowed free access to feed and water.
The mice were randomly divided into three groups of ten mice. The vehicle (Veh) group was administered 0.1 mL of 10% dimethyl sulfoxide (DMSO), datumetine group was administered 0.1 mg/kg body weight (BW) of datumetine (
Ishola et al., 2021) while MK-801+ datumetine group were administered 0.5 mg/kg BW of MK-801 (to block NMDAR) (
Svalbe et al., 2019) followed by 0.1 mg/kg BW of datumetine after 30 minutes. All administration was done intraperitoneally.
Animal sacrifice
Twenty-four hours after the administration, the mice were euthanized using isoflurane in a desiccator. After the mice became unconscious, they were perfused transcardially with 10 mM phosphate-buffered solution (1X PBS pH 7.4) to expel the blood. Five mice designated for protein assay had their brain excised, prefrontal cortex (PFC), hippocampus, and cerebellum of the excised brains were dissected out and placed in tubes containing 10 times the volume of radioimmunoprecipitation assay (RIPA) lysis buffer (HY-K1001 MCE, USA) to the weight of specimen and stored at -20°C until further processing. Five mice designated for immunohistochemistry study were further perfused with 4% paraformaldehyde (PFA) after PBS and the brain was excised and stored in a specimen bottle containing 4% paraformaldehyde (PFA) and stored at 4°C until further processing.
Protein assay
Brain samples were homogenized using a cold manual homogenizer on ice. Homogenates were centrifuged (using Prolab laboratory centrifuge Model TD4Z USA) at 1000 rpm for 20 minutes at 4°C. The supernatant was collected in another tube for the protein assay. The level of calcium calmodulin kinase II (CamKII), cyclic AMP response element-binding protein (CREB), phosphorylated CREB (pCREB) and brain-derived neurotrophic factor (BDNF) were assessed in the supernatant using enzyme-linked immunosorbent assay (ELISA) technique at 420 nm using Matrotech ELISA plate analyzer model, read well TOUCH SA.
Table 1 presents details of ELISA kits. All procedures were performed strictly as stated by the manufacturer.
Immunohistochemistry (IHC)
The brain samples for Immunohistochemistry (IHC) were processed for paraffin embedding techniques and were sectioned sagittally at 10 µm and placed on charged slides. Slides were incubated in an oven at 50°C for 20 minutes after which the antigens were retrieved. The slides were then triple stained for NeuN (neurons), vGlut1 (glutamate terminals), and GluN2A or GluN2B (NMDAR subtypes) using TripleStain IHC kit (ab183295) from Abcam USA.
Table 2 presents the details of the primary antibody used.
Microscopy
The slides were viewed under a light microscope with an in-built camera (Opto-Edu China). The same areas were studied in all the brain slides and captured with an x40 objective lens. Twenty sections from each mouse were used for quantitative analysis using ImageView software, version x64, 3.7.10270.2017.1112 China.
Statistical analysis
Quantitative data were expressed as Mean±SE. Data were analyzed using one-way analysis of variance (ANOVA) with the Tukey post hoc test which was significant P=0.05. This was done using GraphPad prism software, version 5.0.
3. Results
Datumetine reduces calcium calmodulin kinase ii alpha (CamKIIα) expression in the hippocampus and prefrontal cortex (PFC) but not cerebellum
CamKIIα is a holoenzyme associated with NMDAR that is phosphorylated upon NMDAR activation. The CamKIIα level was not significantly altered in the hippocampus and PFC of mice exposed to a single datumetine dose and mice pre-treated with MK-801 compared to the Veh mice (
Figure 1 A and
B). This observation is different from the cerebellum of mice exposed to a single datumetine dose which showed a significant increase (**P<0.01) compared to the mice treated with the vehicle solution and MK-801 pre-treated mice (see
Figure 1 C).
Datumetine does not alter the level of cyclic AMP response element binding protein (CREB) in Different cortical regions of mice
NMDAR activation leads to an influx of Ca2+ into the neurons, which leads to the activation of CREB and subsequently to the activation of downstream signaling molecules. No significant changes were observed in the CREB level of PFC and cerebellum of experimental mice (
Figure 2 B and
2 C). While in the hippocampus, blocking of NMDAR with MK-801 before datumetine treatment significantly (***P<0.001) increased the level of hippocampal CREB in the mice compared to Veh mice and datumetine mice (
Figure 2 A).
Datumetine favours cyclic AMP response element binding protein (CREB) Phosphorylation in different cortical regions of mice
Part of the mechanism of NMDAR signaling downstream is the phosphorylation of CREB at Serine 133. Exposure of mice to a single datumetine did not significantly increase pCREB level in the hippocampus and cerebellum compared to Veh mice (
Figure 3 A and
3 C). In the PFC, the level of pCREB was significantly (***P<0.001) increased in datumetine mice compared to Veh mice (
Figure 3 B). MK-801 was able to reverse datumetine effect in the PFC as mice in MK-801+ datumetine group showed a significantly reduced level of pCREB compared to datumetine but not significantly compared to Veh mice (
Figure 3 B).
Datumetine increased brain-derived neurotrophic factor (BDNF) level in the hippocampus and cerebellum but not prefrontal cortex (PFC)
In the synaptic-nuclear signaling pathway of NMDAR, pCREB translocates into the nucleus to initiate the expression of pro-survival genes, such as BDNF. The level of BDNF was significantly increased (***P<0.001) in the hippocampus and cerebellum of datumetine mice compared to Veh mice and MK-801 pre-treated mice (
Figures 4 A and
4 C). Mice pre-treated with MK-801 before datumetine reversed the increased BDNF level relative to datumetine although still significantly (***P<0.001) higher than Veh mice in the hippocampus (
Figure 4 A) but not significant in the cerebellum (
Figure 4 C). Datumetine significantly (***P<0.001) decrease BDNF level in the PFC compared to Veh and MK-801 pre-treated mice (
Figure 4 B).
Datumetine differentially alters the glutamate system in different brain regions
The expression of neurons using anti-NeuN, glutamate terminals using anti-vGlut1 and NMDAR 2A subtype using anti-GluN2A and or NMDAR 2B subtype using anti-GluN2B were co-localized in the tissue using triple stain IHC kit gotten from Abcam USA where neurons were shown in brown, vGlut1 in red/magenta and or green, GluN2A in green and GluN2B in red.
In the hippocampus (
Figure 5 A), neurons were seen in the granular cell layer of the hippocampus with little expression in the molecular layer of the hippocampus.
No significant difference was observed in the expression of neurons across the group, indicating that single datumetine exposure does not affect neuron distribution. vGlut1 expressions were more visible in the hippocampus granular cell layer, localized as droplets in the cytoplasm with neurons across the groups. Quantification showed a steady increase in the expression of vGlut1 positive cells in datumetine and MK-801 pre-treated mice compared to the control group but no significant difference was observed between groups. GluN2A expression was few in the granular cell layer of the hippocampus as a green line surrounding a cell (membrane) and more in the molecular layer of the hippocampus (location of dendrites) in all experimental groups, quantification showed that mice exposed to datumetine and pre-treated with MK-801 showed increase GluN2A expression compared to the control but no significant difference was observed between groups. GluN2B was observed more in the granular cell layer of the cornu ammonis (CA) and dentate gyrus (DG) of the hippocampus than in the molecular layer unlike GluN2A in the groups (
Figure 6 A).
The expressions were mostly surrounding neurons, indicating their extra-synaptic location. Quantification showed that mice exposed to datumetine and those pre-treated with MK-801 showed a significant reduction in the expression of GluN2B compared to Veh.
In the PFC (
Figure 5 B), neurons are expressed in all the layers of the PFC across the experimental groups, similarly, quantification showed no significant difference in NeuN expression among the experimental groups. vGlut1 expression is also evidently expressed as tiny red/magenta droplets in the cytoplasm of the neurons in all experimental groups. Quantification reveals that datumetine and MK-801+ datumetine mice have significantly increased vGlut1 expression compared to Veh mice. While GluN2A expression is evident as green lines circling neuron (membrane) and part of the molecular layer in all experimental groups, also quantification showed a significant increase in expression of GluN2A in datumetine and MK-801+ datumetine mice compared to Veh mice. GluN2B expression was observed in all layers of the PFC via scanty in the molecular layer, unlike GluN2A. The expressions were seen with neurons at the membrane part of the neurons suggesting their extra-synaptic location (
Figure 6 B). Also, a significant increase is observed in the expression of GluN2B in the PFC of datumetine and MK-801+datumetine mice compared to Veh mice.
In the cerebellum (
Figure 5 C), the expression of neurons was evident in the granular cell layer and Purkinje cell layer in all experimental mice, no significant changes in the expression of NeuN among groups were observed upon quantification. vGlut1 was revealed in some cells of the granular cell layer of the cerebellum in all experimental groups, which was significantly increased in datumetine mice only compared to other groups. While GluN2A was mostly expressed in the dendrites of the Purkinje cell of the cerebellum and little expression was observed in the granular cell layer in all the experimental groups, although quantification showed no significant difference in GluN2A expression. Unlike GluN2A, which was more evident only at the dendrite of Purkinje cells, the expression of GluN2B was observed in the granular and Purkinje cell layers. The expression of GluN2B was seen around some granular cells and Purkinje cell bodies in all groups suggesting an extra-synaptic location (
Figure 6 C). Quantification data showed that only mice exposed to MK-801 and datumetine showed a significant reduction in the expression of GluN2B compared to other groups.
All quantification data are supplied in the supplementary file.
4. Discussion
We have previously reported that datumetine, an alkaloid from Datura metel (
Siddiqui et al., 1986), has an affinity to bind to NMDAR at its orthosteric and allosteric binding sites (under review). We also reported that exposure of C57BL/6 mice to datumetine for 14 days induces a seizure-like behaviour in the mice, altered NMDAR signaling, and hippocampal neurotransmitter system (
Ishola et al., 2020). Thus, we hypothesize that datumetine mimics glutamate in the brain, and the observed effect is similar to glutamate excitotoxicity.
NMDAR is reported to play a diverse role in both cell survival and death (
Bartlett & Wang, 2013;
Sattler et al., 2000; X.
Zhou et al., 2013) there have been few attempts to correlate these important areas of research. Here we review current knowledge of the various mechanisms of NMDAR-dependent synaptic plasticity that are shared with neuronal survival and death, while drawing comparisons with the proneurotrophin/ neurotrophin receptor and intracellular signaling systems. Our conclusion is that NMDAR-dependent LTP and long-term depression (LTD. Thus, this study focused on the NMDAR synaptic-nuclear signaling pathway (
Wang & Peng, 2016). NMDAR activation allows for an influx of Ca2+ into the cell, which activates diverse intracellular signaling pathways (
Dore et al., 2017;
Hardingham & Bading, 2003;
Horak et al., 2017;
Yuen et al., 2005) the interactions between them are essentially unknown. Here we show that serotonin, by activating 5-HT 1A receptors, inhibited NMDA receptor-mediated ionic and synaptic currents in PFC pyramidal neurons, and the NR2B subunit-containing NMDA receptor is the primary target of 5-HT1A receptors. This effect of 5-HT 1A receptors was blocked by agents that interfere with microtubule assembly, as well as by cellular knock-down of the kinesin motor protein KIF17 (kinesin superfamily member 17. One of the associated molecules of NMDAR is CamKIIα (
Cho et al., 2012;
Kennedy, 2010) a glutamate receptor, is the predominant molecular device for controlling synaptic plasticity and memory function. The NMDA receptor is specialized to initiate and control changes in synaptic strength, based on the firing patterns of the synapse. This chapter discusses the structure and function of the signaling complex assembled in the cytosol around the NMDA receptor.
The NMDA receptor is assembled from four distinct subunits that fall into structural and functional classes. The signaling complex that assembles around this tail does not appear to be a rigid structure with a fixed stoichiometry. Instead, it is believed to be assembled stochastically by associations with a set of scaffold proteins, and, in some instances, by direct association of the tails of the NMDA receptor with signaling molecules. Two features of activity-dependent plasticity at excitatory synapses in the central nervous system are central to learning mechanisms in the brain and have been the focus of many recent studies. One is the tight dependence of synaptic plasticity on ”spike-timing” of pre- and postsynaptic neurons. The second is ”metaplasticity,” or the adjustment of the sensitivity and sign (LTP or LTD. Due to calcium influx by NMDAR activation, CamKIIα gets phosphorylated at threonine 286 (
Cho et al., 2012;
Qi et al., 2020) hippocampal place cell stability and spatial learning. Additionally, there is evidence from hippocampal electrophysiological slice studies that this kinase has a role in regulating ion channels that control neuronal excitability. Here, we report in vivo single unit studies, with α-CaMKII mutant mice, in which threonine 305 was replaced with an aspartate (α-CaMKII T305D mutants. In this experiment, we observed that the CamKIIα level was reduced in the hippocampus and PFC of datumetine-exposed mice compared to the Veh mice. Although this difference is not significantly different compared to the mice treated with the vehicle solution. The reduction observed may be due to the phosphorylation of CamKIIα caused by NMDAR activation from datumetine as previously reported (
Shrestha et al., 2019) Ca++ transient produced by glutamatergic ionotropic neurotransmission facilitates Ca++-Calmodulin-dependent kinase 2 (CaMKII that a negative correlation is observed between the level of CamKII-α and pCamKII-T286. Blocking NMDAR with MK-801 before datumetine treatment indicates that the effect of datumetine was reversed in the PFC as the level of CamKIIα was higher in MK-801+ datumetine mice than datumetine mice. This shows that datumetine specifically binds to NMDAR in the PFC as MK-801 is a known NMDAR antagonist (
Amalric et al., 1994;
Nygard et al., 2017; Sean et al., 2013;
Singh et al., 1990;
Vishnoi et al., 2015;
Xue et al., 2011) MK801, prevented increases in striatal and nigral levels of NT following both single and multiple administrations of methamphetamine. Significant attenuation of the methamphetamine-induced changes in the striatal NT system were observed with MK801 doses as low as 0.01 mg/kg per dose. In contrast, administration of NMDA caused significant increases in both striatal and nigral.NT. The NMDA-induced increase in striatal NT content, like that caused by methamphetamine, was blocked by MK801. The NT system associated with the nucleus accumbens responded in a similar manner in that MK801 (0.1 mg/kg per dose. Although in the hippocampus, mice pre-treated with MK-801 still show a steady decrease in CamKIIα expression level compared to datumetine-treated mice. It will be expected that MK-801 should reverse datumetine effects if datumetine truly acts via NMDAR. This contradiction may be due to the bioavailability of MK-801 since datumetine was administered 30 minutes later. Glutamate transmission plays a significant role in hippocampal functions (
Vásquez et al., 2014). Blocking NMDAR may increase receptor sensitivity thereby responsible for this observed effect (
Kennedy, 2010;
Sapkota et al., 2019) a variety of positive and negative allosteric modulators (PAMs and NAMs, respectively. A different observation was seen in the cerebellum as Datumetine animals showed an increased level of CamKIIα while pre-treatment with MK-801 was able to reverse this effect. Cerebellar NMDAR has been reported to be unique from other brain regions of NMDAR (
Galliano et al., 2018). This uniqueness may underlie the differential observation of CamKIIα level in the cerebellum. MK-801 was able to reverse this effect in the cerebellum as mice pre-treated with MK-801 showed reduced CamKIIα compared to datumetine mice.
Ca2+ influx into the neuron also activates cyclic adenosine monophosphate (cAMP) which then activates CREB (
Montes de Oca Balderas, 2018;
Nygard et al., 2017;
Vásquez et al., 2014;
Wang & Peng, 2016). The level of hippocampal CREB was observed to be similar in datumetine-exposed mice with that of Veh mice, while MK-801 reversed this by increasing the CREB level. Similarly, the cerebellar level of CREB was reduced in datumetine mice which was further reduced with MK-801 pre-treatment. On the contrary, CREB level was increased in the PFC of datumetine-exposed mice, while MK-801 pre-treatment reverses this effect. Activation of NMDAR often leads to phosphorylation of CREB via CamKIIα (
Wang & Peng, 2016) or through activation of the cAMP pathway (
Montes de Oca Balderas, 2018;
Nygard et al., 2017;
Vásquez et al., 2014). Hippocampal level of CREB in datumetine mice was similar to Veh mice, indicating that the dose of datumetine used was not neurotoxic supporting our postulations that datumetine mimics glutamate in the brain. Although the increased CREB level in the PFC of datumetine mice was reversed by MK-801, no significant difference was observed among the groups. Similarly, the cerebellar level of CREB was reduced in treated mice compared to Veh, though not significant. This disparity may be due to different NMDAR subtypes available for binding in the brain regions because different subtypes of NMDAR activate diverse signaling pathways (
Cristino et al., 2015;
Dong et al., 2013;
Polli & Kohlmeier, 2019;
Sun et al., 2018; Xianju
Zhou et al., 2013).
NMDAR activation often leads to phosphorylation of CREB at Serine 133 (
Nygard et al., 2017;
Wang & Peng, 2016). We decided to evaluate the pCREB level in these different brain regions. The hippocampal pCREB level was elevated in datumetine mice compared to Veh, though not significant, while pre-treatment with MK-801 did not reverse this effect. It can be postulated that Datumetine was able to activate NMDAR hereby supporting phosphorylation of CREB. MK-801 not being able to reverse this effect showed that there may be another mechanism in the brain that favours CREB phosphorylation independent of NMDAR (
Rios Valentim et al., 2009;
Singh et al., 1990). Another possible explanation is the bioavailability of datumetine before being metabolized since MK-801 is cleared after 2 h (
Svalbe et al., 2019). Datumetine may remain longer than MK-801 before being metabolized thereby activating NMDAR after MK-801 metabolism. The level of pCREB was significantly elevated in the PFC of datumetine mice, supporting that datumetine was able to activate NMDAR, hereby phosphorylating CREB. This effect was reversed by MK-801, indicating that datumetine only acts in the PFC via NMDAR. Cerebellum also showed an increased level of pCREB in datumetine mice compared to Veh, but MK-801 did not reverse this effect, though no significant difference was observed among groups. This differential effect of MK-801 may be due to the uniqueness of cerebellar NMDAR kinetics and different signaling pathways initiated by NMDAR in a different region (
Galliano et al., 2018;
Polli & Kohlmeier, 2019;
Zhang et al., 2016).
NMDAR activation enhances synaptic plasticity through the expression of pro-survival genes (
Xianju Zhou et al., 2013). One of which is BDNF. In the hippocampus, the level of BDNF was significantly high in datumetine mice than in the control, which was reversed by MK-801, although MK-801+ datumetine mice still showed a significant increase compared to Veh. This indicates that datumetine can activate NMDAR leading to synaptic plasticity, unlike our previous reports where the hippocampal BDNF level was reduced in datumetine-treated mice (under review). This pointed out that the dose of datumetine used in this study may be protective compared to the previous study. BDNF level in MK-801+ datumetine is significantly higher than Veh in the hippocampus, which may also support the argument that datumetine remains in the brain longer than MK-801, which may account for the significant increase. A similar observation is obtained in the cerebellum as well as BDNF was significantly increased in Datumetine mice compared to Veh and MK-801+datumetine mice. On the contrary, the level of BDNF was significantly lower in the PFC of datumetine mice compared to Veh and MK-801 + datumetine mice. This may be because NMDAR activation in the PFC is not coupled with BDNF expression. Another possible mechanism is that datumetine may preferentially bind to GluN2B in the PFC and this subtype of NMDAR is usually associated with long-term depression (LTD) (
Dong et al., 2013;
Sun et al., 2018;
Zhou et al., 2013;
Zhu et al., 2016). The cerebellum also showed a similar trend with the hippocampus as mice exposed to datumetine showed a significant elevation of BDNF compared to Veh and MK-801+ datumetine mice.
Immunohistochemistry results showed no observable changes in neuron distribution in all the brain regions observed in the experimental groups. This indicates that the dose used in this study is not neurotoxic, contrary to the previous report that datumetine induces hippocampal neuronal loss with activation of astrocytes and microglia (
Ishola et al., 2020). Expression of vGlut1 was increased in all brain regions indicating that datumetine enhances glutamate transmission even at this low dose, similar to our earlier report (
Ishola et al., 2020). Two major NMDAR subtypes found to be widely studied were evaluated. GluN2A expression was increased in all treated groups compared to the Veh mice, while GluN2B expression was reduced in all treated groups compared to the Veh mice. It may be postulated that this differential expression points that datumetine preferentially bind to the GluN2B subtype of NMDAR than the GluN2A subtype; however, further research is still needed to determine whether datumetine preferentially binds to different subtypes of NMDAR in the brain.
5. Conclusion
We concluded that a low dose of datumetine activates NMDAR thereby enhancing its intracellular signalling in different brain regions. This may serve as a therapeutic potential for enhancing NMDAR activity in the brain.
Ethical Considerations
Compliance with ethical guidelines
This work was approved by the Ethical Review Committee of the University of Ilorin (Code UERC/BMS/108).
Funding
This study was collated from the undergraduate dissertation of Isaac Chukwunwike Abanum, Adesola Akorede Adeyemi, Caleb Kenechukwu Faleye, Jane Babale Martins, Nnenna Chimdalu Ogbe, Toluwalase Cherish Ogundipe, Karen Ezichi Okewulonu, Umo Emmanuel Okon, and Deborah Irenoise Ovbude submitted to the Department of Anatomy, Faculty of Basic Medical Sciences, College of Medicine and Health Sciences, Afe Babalola University.
Authors' contributions
Conceptualisation: Azeez Olakunle Ishola, Adedeji Enitan Adetunj, Moyosore Salihu Ajao; Acquire and analyse data: Azeez Olakunle Ishola, Adedeji Enitan Adetunj, Richard Yomi Akele, Naeemat Tolulope Omotade, Isaac Chukwunwike Abanum, Adesola Akorede Adeyemi, Caleb Kenechukwu Faleye, Jane Babale Martins, Nnenna Chimdalu Ogbe, Toluwalase Cherish Ogundipe, Karen Ezichi Okewulonu, Umo Emmanuel Okon, and Deborah Irenoise Ovbude; Manuscript prepartation: Azeez Olakunle Ishola, Adedeji Enitan Adetunj, Richard Yomi Akele and Moyosore Salihu Ajao.
Conflict of interest
The authors declared no conflict of interest.
Acknowledgments
The authors appreciate O. M. Ogundele of LSU-SVM USA for the datumetine gift.
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