Int J Pharm Pharm Sci, Vol 18, Issue 4, 1-6Review Article

TRADITIONAL ANTIDIABETIC PLANTS IN EIGHT WEST AFRICAN COUNTRIES: SYSTEMATIC REVIEW OF ETHNOBOTANICAL STUDIES AND PRIORITY SPECIES

ABDULAI TURAY¹*, OLAYINKA TAIWO ASEKUN², MOSHOOD OLUSOLA AKINLEYE³

¹Drug Discovery and Development, University of Lagos, Lagos, Nigeria. ²Faculty of Physical and Earth Sciences, University of Lagos, Lagos State, Nigeria. ³Faculty of Pharmacy, University of Lagos, Lagos State, Nigeria
*Corresponding author: Abdulai Turay; *Email: abdulai.turay@usl.edu.sl

Received: 21 Dec 2025, Revised and Accepted: 13 Feb 2026


ABSTRAC

Diabetes mellitus is rising across West Africa, where barriers to sustained access to conventional care and strong cultural acceptability of traditional medicine drive widespread use of plant-based remedies. Ethnobotanical evidence is dispersed across countries and often reported with variable botanical verification and quantitative prioritization, limiting cross-country comparison and selection of candidate species for validation and safety monitoring. Objective of the study was to systematically synthesise ethnobotanical or ethnopharmacological studies reporting medicinal plants used to manage diabetes mellitus or hyperglycaemia in eight West African countries, and summarise commonly cited species, plant parts, preparation methods, and routes of administration. This review was conducted and reported in line with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidance. Searches of PubMed and Google Scholar were complemented by targeted journal or publisher website searches and backward reference screening (last search: 18 December 2025). Primary ethnobotanical or ethnopharmacological studies from eight West African countries reporting ≥1 plant used for diabetes or hyperglycaemia were eligible (English or French). Records were screened in two stages (title or abstract, then full text). Extracted data included country or setting, respondent type, sample size (if reported), antidiabetic species, plant parts, preparation or administration patterns, and priority species (e. g., highest relative frequency of citation where reported). The search yielded 512 records; after de-duplication (92 removed), 420 records were screened and 12 studies met inclusion criteria (8 countries: Nigeria, Ghana, Togo, Benin, Côte d’Ivoire, Guinea, Senegal, Sierra Leone). Across studies, a total of 8 recurrently reported antidiabetic medicinal plant species were identified. Leaves were the most commonly reported plant part and decoction was the predominant preparation method, with oral administration most frequently described. Recurrently reported candidate species across multiple settings included Azadirachta indica, Momordica charantia, Moringa oleifera, Phyllanthus amarus, Khaya senegalensis, Garcinia kola, Citrus aurantifolia, and Tetrapleura tetraptera. Among these, Moringa oleifera was reported in 8 of the 12 studies and Azadirachta indica in 7 of 12 studies, indicating their frequent citation across countries. Where quantitative prioritization was reported, Citrus aurantifolia was highlighted as the highest-ranked species in Benin (RFC = 0.21). In conclusion, the diabetes ethnomedicine of eight West African countries is characterised by reliance on leaf-based aqueous preparations, mainly decoctions or infusions, administered orally, and a recurring shortlist of priority species. Future studies should strengthen reporting (voucher specimens, quantitative indices, dosing details) and link priority plants to toxicovigilance or pharmacovigilance and staged experimental or clinical validation.

Keywords: Diabetes mellitus, Ethnobotany, Ethnopharmacology, Medicinal plants, West Africa, Traditional medicine, PRISMA 2020


INTRODUCTION

Diabetes mellitus (DM) is a chronic metabolic disorder defined by persistent hyperglycaemia resulting from impaired insulin secretion, impaired insulin action, or both, and it is a major driver of microvascular (e. g., retinopathy, nephropathy, neuropathy) and macrovascular (e. g., cardiovascular disease, stroke) complications when poorly controlled [1]. The global burden of diabetes continues to rise, with hundreds of millions of adults living with the condition and a substantial proportion remaining undiagnosed, especially in low-and middle-income settings where screening coverage, continuity of care, and affordability of medicines can be limited [2]. In West Africa, rapid urbanization, dietary transitions, physical inactivity, and population growth are contributing to increasing DM prevalence alongside persistent health-system constraints, creating a dual challenge of expanding need and limited capacity for sustained, affordable long-term management [2].

Traditional medicine remains a central component of healthcare-seeking behaviour across many African settings and is frequently used for chronic diseases, including DM. Regional policy documents note that traditional medicine is widely relied upon for primary healthcare in Africa, supported by cultural acceptability, local availability, and cost considerations [3]. At the same time, access barriers to essential medicines persist across parts of the region, which can further encourage reliance on plant-based therapies when conventional treatment is unavailable, unaffordable, or perceived as less culturally aligned [4]. Many herbal medicines have demonstrated antidiabetic activity; for example, Cassia auriculata, Gymnema sylvestre, Syzygium cumini, Trigonella foenum-graecum, and Cinnamomum zeylanicum are widely cited for their hypoglycemic effects and even pomegranate (Punica granatum) leaf extract has shown significant anti-diabetic activity in experimental models [4–6].

Within West African communities, medicinal plants used for diabetes management are commonly identified through ethnobotanical knowledge systems and documented in ethnobotanical or ethnopharmacological studies. However, the evidence base is often heterogeneous across countries and districts, differing in sampling approaches, respondent types, botanical identification methods (including whether voucher specimens are deposited), and the use of quantitative indices (e. g., frequency of citation, use value, informant consensus). This variability complicates cross-country comparison and makes it difficult to prioritise candidate species for laboratory validation, clinical evaluation, and public-health guidance [9].

Beyond effectiveness, safety considerations are critical. Herbal medicines can produce adverse reactions, vary in composition due to differences in harvesting or processing, and may interact with prescribed antidiabetic medicines, raising concerns about hypoglycaemia risk, altered drug exposure, and delayed presentation for care [10, 11].

These risks strengthen the case for synthesizing ethnobotanical evidence in a structured way that supports rational prioritization of species while highlighting gaps in safety reporting and the need for linked pharmacovigilance or toxicovigilance efforts [10, 11].

Whereas large compilations exist in other contexts (for example, 61 antidiabetic plant species documented in Limpopo Province, South Africa; 143 species compiled in Bangladesh; and a recent pan-African review covering the continent), no prior synthesis has focused specifically on West Africa. The present review therefore, provides a PRISMA 2020-guided analysis of ethnomedicinal diabetes plants from eight West African countries, highlighting recurring priority species and key knowledge gaps for validation and safety monitoring [7–9].

MATERIALS AND METHODS

Study design and reporting

This systematic review was conducted and reported in accordance with the PRISMA 2020 guidance to ensure transparent identification, selection, and synthesis of evidence [10]. The primary aim was to synthesise ethnobotanical or ethnopharmacological studies reporting medicinal plants used for the management of DM or hyperglycaemia in eight West African countries, and to summarise commonly cited species, plant parts, preparation methods, and administration patterns. A PRISMA 2020 checklist for this review is provided in Supplementary file 1.

Search strategy

A structured search strategy was developed using key concepts related to diabetes and ethnobotany. Searches were conducted in PubMed and Google Scholar and complemented by targeted searches of relevant journal or publisher websites and backward reference screening of included papers. The last search was conducted on 18 December 2025. Search terms covered diabetes-related keywords (“diabetes”, “hyperglyc*”, “antidiabetic”), ethnomedicine terms (“ethnobotanical”, “ethnopharmacological”, “traditional medicine”), and geographic terms specifying West African countries (e. g., Nigeria, Ghana, Togo, Benin, Senegal, Guinea, Côte d’Ivoire, and Sierra Leone). An example search string used in PubMed or Google Scholar was: (“diabetes” or “hyperglyc*” or “antidiabetic”) and (ethnobotanical or ethnopharmacological OR “traditional medicine”) and (Nigeria or Ghana or Togo or Benin or Senegal or Guinea or “Côte d’Ivoire” or “Ivory Coast” or “Sierra Leone”).

Eligibility criteria

Studies were eligible if they were primary ethnobotanical or ethnopharmacological studies conducted in a West African country and explicitly reported at least one plant species used to treat diabetes mellitus or hyperglycaemia, with full text accessible in English or French. Review articles were excluded, as were studies that did not report diabetes-or hyperglycaemia-related use, studies conducted outside West Africa, and records lacking sufficient methodological detail to confirm primary data collection.

Study selection

The study selection process was conducted in two stages consistent with PRISMA 2020 reporting principles [8]. Records were screened for relevance at title or abstract level, followed by full-text assessment against the eligibility criteria. Reasons for full-text exclusion were documented (e. g., not DM-related, not a primary ethnobotanical study, or not conducted in West Africa). Where screening decisions differed, disagreements were resolved by discussion and consensus.

Data extraction

A standardised data extraction template was used to ensure consistency across included studies. Extracted variables included study characteristics (country, setting, respondent type, and sample size when reported), ethnobotanical outcomes (number of antidiabetic species reported, plant parts used, preparation methods, and route of administration), priority species (based on author-reported indicators such as highest citation or highest relative frequency of citation [RFC] where available), and reporting features (evidence of botanical verification such as voucher specimen documentation and the presence or absence of quantitative ethnobotanical indices).

Data analysis and presentation

Given heterogeneity in study design and reporting, a meta-analysis was not undertaken. Findings were synthesised using descriptive tabulation (distribution of studies by country; summary of plant parts used, preparation methods, and routes of administration; listing of commonly reported or prioritized species) and narrative synthesis (identification of cross-country patterns such as reliance on leaves and decoctions, and description of recurrent priority species and country-specific prominence where quantitative indices were reported). Results were presented in structured tables and narrative summaries to enhance clarity and reproducibility.

Quality appraisal and risk of bias

Given the absence of a standardized ethnobotanical risk-of-bias tool, a pragmatic quality checklist was applied to evaluate the completeness and reliability of reporting across included ethnobotanical studies. The checklist focused on clarity of sampling strategy and study population; botanical identification procedures, including voucher specimen documentation; transparency of data collection methods; reporting of quantitative ethnobotanical indices (e. g., RFC or use value) when applicable; and completeness of plant-use reporting (parts used, preparation, and administration). This appraisal was used to contextualize confidence in the evidence rather than to exclude studies.

Ethics

Ethical approval was not required because this review used only publicly available published literature. All procedures followed accepted standards for responsible evidence synthesis and reporting [8].

RESULTS

Study selection

The database searches (PubMed and Google Scholar), supplemented by targeted journal or publisher website searches and backward reference screening, identified a total of 512 records (480 from databases and 32 from other methods). After removing 92 duplicates, 420 records were screened by title or abstract, of which 360 were excluded. Subsequently, 60 reports were sought for retrieval; 4 could not be retrieved. A total of 56 full-text reports were assessed for eligibility, and 44 were excluded with reasons (not West Africa, n = 8; not DM or hyperglycaemia-related, n = 17; not primary ethnobotanical or ethnopharmacological study, n = 12; insufficient methodological detail, n = 7). Overall, 12 studies met the inclusion criteria and were included in the final review (fig. 1).

Characteristics of included studies

A total of 12 eligible ethnobotanical or ethnopharmacological studies were included from eight West African countries: Nigeria, Ghana, Togo, Benin, Côte d’Ivoire, Guinea, Senegal, and Sierra Leone. Studies varied substantially in reporting completeness: some reported respondent numbers and detailed ethnobotanical indices (e. g., RFC), while others provided inventories without quantitative prioritization metrics.

Country coverage of included studies (n=12; 8 countries): Nigeria (1), Ghana (2), Togo (2), Benin (2), Côte d’Ivoire (2), Senegal (1), Guinea (1) and Sierra Leone (1) [13–24].

Quality appraisal and risk of bias

Using the pragmatic reporting-quality checklist described in the Methods section, the most common limitations across the included studies were:

Synthesis of findings

Across the included studies, leaves were the most commonly reported plant part and decoction was the predominant preparation method, with oral administration frequently reported when routes were specified. Where quantitative indicators were available, they highlighted country-specific prominence of certain species (e. g., RFC reporting in Benin) [13-15, 17].

Fig. 1: PRISMA 2020 flow diagram of study selection for the systematic review

Table 1: Characteristics of included studies (n = 12)

Country Study (year) Setting/participants Sample size Key notes (parts or prep; priority plants)
Nigeria Abo et al., 2008 [13] South-West Nigeria; ethnobotanical survey NR Antidiabetic inventory reported.
Ghana Asase and Yohonu, 2016 [14] Dangme West District; traditional healers NR Documented antidiabetic plants and use patterns.
Ghana Asafo-Agyei et al., 2023 [15] Herbalists (Ghana) NR Reported plants used for diabetes (and hypertension) and preparation patterns.
Togo Karou et al., 2011 [16] Central Region; traditional medicine NR Plants used for diabetes and hypertension in traditional medicine.
Togo Holaly et al., 2015 [17] Maritime Region; traditional healers 164 respondents High diversity of species and recipes; oral administration common.
Benin Lawin et al., 2015 [18] Sudano-Guinean zone; practitioners or sellers or farmers 126 respondents Leaves most used (27%); decoction common (53%); Citrus aurantifolia highest RFC (0.21).
Benin Lalèyè et al., 2015 [19] Multiple locations; healers or traders or farmers 254 interviews Leaves or roots or bark predominant; decoction and infusion common; indices reported (e. g., similarity measures).
Côte d’Ivoire Diomandé et al., 2022 [20] Abidjan (Adjamé markets); plant sellers 40 sellers Fabaceae/Euphorbiaceae prominent; Tetrapleura tetraptera frequently recommended; leaves and decoction common.
Côte d’Ivoire N’guessan et al., 2009 [21] Agboville; traditional healers NR Semi-structured interviews; decoction commonly reported.
Senegal Dièye et al., 2008 [22] Senegal; diabetes management context NR Reported medicinal plants used for diabetes management.
Guinea Diallo et al., 2012 [23] Coastal lowlands; traditional medicine NR Ethnobotanical investigation of diabetes management in Guinean traditional medicine.
Sierra Leone Adepoju et al., 2023 [24] Sierra Leone; ethnobotanical survey NR Reported antidiabetic plants used locally.

NR = Not reported; RFC = Relative Frequency of Citation.

Table 2: Cross-study ethnobotanical patterns (as reported in included studies)

Domain Dominant pattern No. of studies (n=12) Evidence or examples from included studies
Plant parts used Leaves most commonly used 8 Reported across studies where plant parts were described.
Preparation method Decoction predominates; infusion also common 7 Decoction was frequently described in included studies reporting preparation methods.
Administration route Mainly oral 10 Oral administration predominated across studies reporting route of administration.
Quantitative prioritization Indices inconsistently reported 2 Only a minority of studies reported comparable quantitative indices (e. g., RFC).

Table 3: Table 3: Priority antidiabetic plant species identified from included studies (n=12): recurrent and single‑study mentions.

Plant species Summary note Countries reported in Key source(s) among included studies
Azadirachta indica Recurrently reported as an antidiabetic remedy across West African ethnobotanical literature. Benin, Ghana, Guinea, Nigeria, Sierra Leone, Togo [13-17, 19, 23, 24]
Momordica charantia Frequently cited for diabetes or hyperglycaemia management across settings. Ghana, Guinea, Senegal, Sierra Leone, Togo [14–17, 22–24]
Moringa oleifera Commonly listed among antidiabetic plants across multiple countries. Benin, Ghana, Guinea, Senegal, Sierra Leone, Togo [14, 15, 17–19, 22–24]
Phyllanthus amarus Recurrently documented in diabetes-related ethnomedicinal use. Ghana, Guinea, Nigeria, Sierra Leone, Togo [13–15, 17, 23, 24]
Khaya senegalensis Repeatedly reported for diabetes management in regional ethnobotanical sources. Benin, Ghana, Guinea, Senegal, Sierra Leone, Togo [14–17, 19, 22–24]
Garcinia kola Reported in multiple contexts as part of diabetes-related traditional remedies. Ghana, Nigeria, Senegal, Sierra Leone, Togo [13–17, 22, 24]
Citrus aurantifolia Highlighted as a priority plant where indices were reported (e. g., RFC in Benin). Benin [18, 19]
Tetrapleura tetraptera Frequently recommended in market/healer settings (e. g., Côte d’Ivoire). Côte d’Ivoire [20, 21]
Secamone afzelii Single‑study mention (reported in 1 included study). Nigeria [13]
Curculigo pilosa Single‑study mention (reported in 1 included study). Nigeria [13]
Gladiolus psittaccinus Single‑study mention (reported in 1 included study). Nigeria [13]
Abrus precatorius Single‑study mention (reported in 1 included study). Nigeria [13]

Key source(s) indicate included primary studies in this review that reported the plant as used for diabetes or hyperglycaemia.

Frequently recurring antidiabetic species across West African settings

A recurring set of antidiabetic species was reported across multiple West African settings in the included literature. Because many studies did not consistently publish comparable quantitative indices, recurrence is presented as cross-study presence rather than pooled frequency.

Results summary statement

Overall, the included evidence (n = 12 studies; 8 countries) indicates that West African diabetes ethnomedicine is characterised by strong reliance on leaf-based preparations, predominantly decoctions or infusions, administered mainly orally, with a recurring set of priority species (Azadirachta indica, Momordica charantia, Moringa oleifera, Phyllanthus amarus, Khaya senegalensis, Garcinia kola, Citrus aurantifolia, Tetrapleura tetraptera) observed across multiple studies.

DISCUSSION

A total of 12 priority antidiabetic plant species were identified from the included studies (8 countries): 8 recurrently reported species (≥2 studies) and 4 single‑study mentions (1 study each) [13–24].

Table 3 summarises the 12 priority antidiabetic species and their supporting primary studies. Recurrence across included studies showed that Azadirachta indica was reported in 9 studies; Moringa oleifera and Khaya senegalensis in 8 studies each; Momordica charantia and Garcinia kola in 7 studies each; and Phyllanthus amarus in 6 studies. Citrus aurantifolia and Tetrapleura tetraptera were each reported in 2 studies, while Secamone afzelii, Curculigo pilosa, Gladiolus psittaccinus and Abrus precatorius were each reported in 1 study [13–24].

These findings indicate substantial cross‑country consistency in the use of a core set of antidiabetic species, alongside several country‑specific (single‑study) species that may warrant further pharmacological investigation [13–24].

Notably, the recurrence analysis highlights Azadirachta indica as the most frequently reported species (9/12 studies), followed by Moringa oleifera and Khaya senegalensis (8/12 studies each) [13–24].

This systematic review synthesised ethnobotanical or ethnopharmacological evidence on medicinal plants used for DM or hyperglycaemia management across West Africa. Despite heterogeneity in study designs and reporting, several cross-cutting patterns emerged: widespread reliance on leaf-based remedies; predominance of water-based preparations, particularly decoctions (and, to a lesser extent, infusions); mainly oral administration; and recurrence of a relatively small set of candidate species across multiple countries.

The predominance of leaves and aqueous preparations is consistent with practical and ecological realities of traditional healthcare practice. Leaves are relatively accessible, renewable (harvesting can be less destructive than bark or root collection), and compatible with household-level preparation using water as the extraction medium. From a quality assurance perspective, however, variability in leaf age, harvesting season, drying conditions, and storage can affect phytochemical composition and therefore the consistency of exposure. World Health Organization (WHO) guidance emphasizes that correct botanical identification and basic quality control steps (identity, purity, and detection of contaminants or adulterants) are foundational prerequisites before standardization or pharmacological evaluation [21].

Leaves can often be harvested sustainably without destroying the plant, and they are frequently rich in secondary metabolites (e. g., flavonoids, tannins, alkaloids) that may contribute to bioactivity. In addition, leaf-based remedies prepared as decoctions or infusions align with culturally familiar, low-cost household preparation practices, which may reinforce their preference in many West African settings [5].

A key implication of this review is that cross-study recurrence can support prioritization when quantitative ethnobotanical indices are inconsistently reported. Nevertheless, recurrence is not equivalent to clinical effectiveness. Frequent citation may also reflect local availability, market circulation, cultural salience, or transboundary knowledge diffusion rather than therapeutic benefit. Where available, quantitative indices such as RFC, use value, and informant consensus factor help distinguish highly salient remedies within a defined study population and support transparent prioritization [23, 24]. Future reviews would be strengthened if primary studies more consistently reported comparable indices and the underlying denominators (e. g., number of informants and number of use-reports).

Botanical verification is fundamental for the credibility and downstream utility of ethnobotanical evidence. Misidentification, synonym confusion, and incomplete taxonomic reporting can undermine reproducibility and may lead to incorrect attribution of pharmacological activity or toxicity. Accordingly, voucher specimen deposition and reporting of voucher numbers and herbarium repositories should be considered minimum reporting standards for ethnobotanical studies intended to inform further laboratory and clinical work [21].

Safety considerations are particularly important in diabetes, where concurrent use of plant remedies and conventional antidiabetic medicines is common. This may increase the risk of additive hypoglycaemia and or clinically meaningful herb–drug interactions. Evidence from pharmacovigilance and interaction research indicates that herbal products can alter drug exposure via effects on absorption, drug-metabolizing enzymes, and transporters, and that adverse reactions to herbal medicines are often under-recognised and under-reported [6, 7]. WHO has issued specific guidance on integrating herbal medicines into pharmacovigilance systems, including case reporting, causality assessment, and the need for product identification and traceability to support signal detection [22]. These considerations reinforce the need to link highly cited antidiabetic plants to structured toxicovigilance and pharmacovigilance activities in West Africa, particularly where herbal products are widely used.

From a translational standpoint, the recurrent plants identified in this review, such as Azadirachta indica, Momordica charantia, Moringa oleifera, Phyllanthus amarus, Khaya senegalensis, Garcinia kola, Citrus aurantifolia and Tetrapleura tetraptera, represent immediate priorities for targeted phytochemical, pharmacological and safety evaluation. In addition, single‑study species (Secamone afzelii, Curculigo pilosa, Gladiolus psittaccinus and Abrus precatorius) may reflect locally important remedies but require confirmation in additional settings before being prioritised [13–24].

Finally, this review underscores gaps in geographic coverage and reporting completeness. Only eight West African countries were represented among the 12 included studies, suggesting that the published ethnobotanical record may under-represent several Economic Community of West African States (ECOWAS) countries and may be influenced by database indexing and retrieval constraints. Expanding evidence synthesis using additional databases and country repositories, and strengthening primary study reporting (sampling, voucher specimens, indices, and dosing detail), would improve cross-country comparability and the utility of ethnobotanical evidence for health research and policy.

Recommendations

LIMITATIONS

This review has several limitations. First, the search relied primarily on PubMed and Google Scholar plus targeted website and reference screening; relevant studies indexed only in other databases (e. g., Scopus, Web of Science, African Journals Online, and country repositories) may have been missed. Second, although English and French full texts were eligible, indexing and retrieval constraints may still have under-represented Francophone or Lusophone outputs. Third, heterogeneity in study designs and reporting, particularly incomplete reporting of sample sizes, voucher specimens, indices, and dosing, limited the feasibility of pooled quantitative synthesis and reduced cross-study comparability. Fourth, the pragmatic checklist appraisal was used to contextualize confidence in reporting completeness rather than to exclude studies; therefore, the certainty of specific plant-priority rankings remains constrained by the quality of primary reporting. Finally, ethnobotanical studies may underreport medicinal plant use because traditional healers sometimes guard knowledge or are reluctant to disclose all information, which may result in omission of some antidiabetic remedies from the published literature and, consequently, from this review.

Future research

Future work should: (i) expand country coverage to include more ECOWAS states and under-represented settings; (ii) adopt harmonized ethnobotanical protocols, including explicit calculation and reporting of quantitative indices and voucher specimen documentation [23, 24, 21]; (iii) develop standard operating procedures for preparation parameters that reflect local practice while enabling laboratory replication; (iv) evaluate safety through toxicological screening, contaminant profiling, and prospective adverse reaction monitoring in line with WHO herbal pharmacovigilance guidance [22]; and (v) conduct clinically relevant studies (including interaction assessments) for prioritized species only after standardization and safety evaluation.

CONCLUSION

This review identified 12 eligible ethnobotanical or ethnopharmacological studies from eight West African countries, indicating consistent reliance on leaf-based, water-prepared remedies, predominantly decoctions or infusions, administered mainly orally. A recurring set of candidate antidiabetic species was observed across multiple settings, providing a practical shortlist for prioritized standardisation and validation. Strengthening primary-study reporting (sampling, voucher specimens, quantitative indices, and dosing detail) and integrating safety monitoring for commonly used herbal antidiabetic remedies are critical steps to improve the reproducibility, comparability, and public-health value of ethnobotanical evidence in West Africa.

FUNDING

Nil

AUTHORS CONTRIBUTIONS

Abdulai Turay conceived the study, performed searches, screening, data extraction, synthesis, and drafted the manuscript. Olayinka Taiwo Asekun contributed to methodological refinement, supervision, and critical revision. Moshood Olusola Akinleye contributed to supervision, scientific guidance, and critical revision. All authors reviewed and approved the final manuscript.

CONFLICT OF INTERESTS

The authors declare no conflict of interest.

AI-use disclosure

AI-use disclosure: No AI-generated text was used in the original manuscript. This revision was prepared with the assistance of an AI language model (ChatGPT) for editing purposes, under the authors’ direction, with all final content reviewed and approved by the authors.

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