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Deterministic and probabilistic health risk assessment of heavy metals in liquid herbal cough formulations from Western Uganda
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  • Published: 18 February 2026

Deterministic and probabilistic health risk assessment of heavy metals in liquid herbal cough formulations from Western Uganda

  • Sam Ariyo1,
  • Idris O. Sanusi1,
  • Kasturi Veerabhadrappa1,
  • Mercy G. Tenywa2,
  • Godwin O. Olutona1,3 &
  • …
  • Hope Onohuean4,5 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Chemistry
  • Diseases
  • Environmental sciences
  • Risk factors

Abstract

This study investigated the concentrations and human health risks (carcinogenic and non-carcinogenic) associated with heavy metals in liquid herbal cough formulations obtained from the Western Region of Uganda. Twelve brands of registered (government authority) herbal cough formulations from reputable pharmacies were obtained and analysed. The mixtures were acid digested prior to Atomic Absorption Spectroscopy (AAS) analysis to quantify cadmium (Cd), copper (Cu), iron (Fe), lead (Pb), nickel (Ni), and zinc (Zn) in the herbal formulations, followed by human health risk assessment, using two different approaches: deterministic and probabilistic (Monte Carlo simulation). The results showed significant variations in heavy metal concentrations, with Cu, Fe, Ni, Cd, Pb, and Zn ranging from 0.020 to 1.272, not detected (ND) to 6.734, ND to 0.129, 0.002 to 0.051, ND to 0.190, and 0.043 to 0.527 mg/L, respectively, within the World Health Organization limit (WHO). Multivariate statistical analysis revealed that anthropogenic activities were the major source of heavy metal contamination. The hazard index (HI) values obtained ranged from 7.0 × 10−4 to 2.59 × 10−2 in children and 6.0 ×  10−4 to 2.49 ×  10−2 in adults, indicating extremely low non-carcinogenic risk (HI < 1) of exposure to heavy metals. Similarly, the incremental lifetime carcinogenic risks (ILCRs) of Ni, Pb, and Cd for both the children and adults were below the acceptable limit of 1.0 ×  10−4, indicating no carcinogenic health risk. Moreover, the probabilistic risk assessment revealed that Pb and Cd had less than a 0.01% chance of exceeding the WHO limit (negligible risk). Findings from this study indicate that heavy metal concentrations in the brands of herbal cough formulations from Western Uganda are below the safety thresholds and are safe for consumption under realistic exposure conditions.

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Data availability

All data generated and analyzed during this study are included in this article.

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Funding

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Author information

Authors and Affiliations

  1. Department of Pharmaceutical Chemistry and Analysis, School of Pharmacy, Kampala International University, Western Campus, Ishaka-Bushenyi, Uganda

    Sam Ariyo, Idris O. Sanusi, Kasturi Veerabhadrappa & Godwin O. Olutona

  2. Department of Clinical Pharmacy and Pharmacy Practice, School of Pharmacy, Kampala International University, Western Campus, Ishaka-Bushenyi, Uganda

    Mercy G. Tenywa

  3. Industrial Chemistry Programme, College of Agriculture, Engineering and Science, Bowen University, Iwo, Nigeria

    Godwin O. Olutona

  4. Biomolecules, Metagenomics, Endocrine and Tropical Disease Research Group (BMETDREG), Kampala International University, Western Campus, Ishaka-Bushenyi, Uganda

    Hope Onohuean

  5. Biopharmaceutics Unit, Department of Pharmacology and Toxicology, School of Pharmacy, Kampala International University, Kampala, Uganda

    Hope Onohuean

Authors
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  2. Idris O. Sanusi
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  6. Hope Onohuean
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Contributions

GOO, HO, KV, and MGT: conceptualization, data curation, methodology, supervision and writing of the original draft. HO, SA,and IOS: data curation, methodology, analysis, writing review, and editing. All authors: reviewed, edited and approved thefinal draft.

Corresponding author

Correspondence to Idris O. Sanusi.

Ethics declarations

Competing interests

The authors declare no competing interests.

Ethical approval

The ethical approval was only obtained for the collection of herbal formulations from facilities.

Consent for publication

All consented to the publication of these findings.

Consent to participate

Written consents were obtained from the Herbal facilities.

Additional information

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Cite this article

Ariyo, S., Sanusi, I.O., Veerabhadrappa, K. et al. Deterministic and probabilistic health risk assessment of heavy metals in liquid herbal cough formulations from Western Uganda. Sci Rep (2026). https://doi.org/10.1038/s41598-026-40622-3

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  • Received: 01 November 2025

  • Accepted: 13 February 2026

  • Published: 18 February 2026

  • DOI: https://doi.org/10.1038/s41598-026-40622-3

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Keywords

  • Contamination
  • Herbal formulations
  • Heavy metals
  • Monte carlo simulation
  • Risk assessment
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