Risk analysis of human health from arsenic intake present in purified water in Zinapécuaro, Michoacán: A probabilistic approach

Authors

  • Alexis Calderón Herrera Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México https://orcid.org/0009-0009-1780-3188
    Competing Interests

    None

  • Dr. Marco Antonio Martínez Cinco Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México https://orcid.org/0000-0001-8931-4169
    Competing Interests

    None

  • Dr. José Leopoldo Mendoza Lagunas Dirección Adjunta de Investigación, Humanidades y Ciencia, Secretaría de Ciencia, Humanidades, Tecnología e Innovación (SECIHTI) Avenida Insurgentes Sur 1582, Colonia Crédito Constructor, Demarcación Territorial Benito Juárez, C.P. 03940, Ciudad de México. https://orcid.org/0000-0002-0818-3492
    Competing Interests

    None

  • Dra. Laura Nelly Rodríguez Cantú Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México https://orcid.org/0000-0003-4173-2171
    Competing Interests

    None

  • Dra. María Mercedes Meza Montenegro Universidad de Sonora (UNISON), campus Hermosillo, Blvd. Luis Encinas y Rosales S/N, Col. Centro, C.P. 83000, Hermosillo, Sonora, México. https://orcid.org/0000-0002-8934-0321
    Competing Interests

    None

  • Dra. María del Mar Navarro Farfán Instituto de Geofísica, Universidad Nacional Autónoma de México, Circuito de la Investigación Científica s/n, Ciudad Universitaria, Alcaldía Coyoacán, C.P. 04150, Ciudad de México, México. https://orcid.org/0000-0002-8423-3092
    Competing Interests

    None

  • Jesús Ávila Guzmán Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México https://orcid.org/0009-0008-6228-5714
    Competing Interests

    None

DOI:

https://doi.org/10.37636/recit.v9n3e464

Keywords:

Toxicity, Risk, Arsenic

Abstract

Arsenic (As), a toxic element, occurs naturally in geothermal regions of Mexico. In the Zinapécuaro area, located in Michoacán, concentrations exceeding the health standard of 10 μg/L have been detected, particularly in groundwater and spring water. In this study, sampling was conducted at six different water refilling stations to determine the concentrations of inorganic arsenic present. The objective of this study is to assess the risk to human health, particularly among children—considered a highly vulnerable population—from the consumption of purified water in the city of Zinapécuaro, Michoacán. A quantitative approach from the Environmental Protection Agency (EPA) was applied, which includes characterizing toxin concentrations, calculating exposure, and performing a probabilistic analysis using Monte Carlo simulation. Water samples were collected in consecutive months at the six selected businesses and analyzed by atomic absorption spectroscopy. The As levels obtained in the water samples ranged from 0.00034 to 0.03695 mg/L. The reference doses listed by the EPA were used to evaluate the point estimate of the hazard quotient (HQ) and cancer risk (CR) for ingestion, the results of which are shown below, respectively, with the measured data: M1(3.73,0.00014), M2(3.001, 0.00012), M3(4.45, 0.00017), M4(3.81, 0.00015), M5(1.56, 0.000058), M6(1.83, 0.000068). After using Monte Carlo simulation for the HQ values, the following 5% and 95% percentiles were obtained. M1(2.76, 4.7), M2(2.57, 3.45), M3(3.50, 5.34), M4(2.92, 4.70), M5(1.27, 1.87), M6(1.52, 2.14) and for the CR, they were M1(0.00010, 0.00018), M2(0.000095, 0.00018), M3 (0.00013, 0.00020), M4 (0.00010, 0.00018), M5 (0.000047, 0.000069), M6 (0.000057, 0.000079). 

According to the HQ results, an intake greater than 1 indicates that there is a non-carcinogenic potential for illness due to water consumption at the evaluated sites, and according to the CR intake results, the carcinogenic risk at these sites is acceptable. 

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Author Biographies

  • Alexis Calderón Herrera, Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México
    PhD student in Chemical Engineering    
  • Dr. Marco Antonio Martínez Cinco, Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México
    Professor (Postgraduate in Chemical Engineering)
  • Dr. José Leopoldo Mendoza Lagunas, Dirección Adjunta de Investigación, Humanidades y Ciencia, Secretaría de Ciencia, Humanidades, Tecnología e Innovación (SECIHTI) Avenida Insurgentes Sur 1582, Colonia Crédito Constructor, Demarcación Territorial Benito Juárez, C.P. 03940, Ciudad de México.
    Researcher (Deputy Directorate of Research, Humanities and Science)
  • Dra. Laura Nelly Rodríguez Cantú , Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México
    Teacher Michoacan University of San Nicolás de Hidalgo: Morelia, Michoacan, MX
  • Dra. María Mercedes Meza Montenegro, Universidad de Sonora (UNISON), campus Hermosillo, Blvd. Luis Encinas y Rosales S/N, Col. Centro, C.P. 83000, Hermosillo, Sonora, México.
    Full-time Professor at the University of Sonora: Hermosillo, Sonora, MX
  • Dra. María del Mar Navarro Farfán, Instituto de Geofísica, Universidad Nacional Autónoma de México, Circuito de la Investigación Científica s/n, Ciudad Universitaria, Alcaldía Coyoacán, C.P. 04150, Ciudad de México, México.
    Institute of Geophysics, National Autonomous University of Mexico
  • Jesús Ávila Guzmán, Universidad Michoacana de San Nicolás de Hidalgo, C. de Santiago Tapia 403, Centro, 58000 Morelia, Michoacán, México
    Student at the Michoacan University of San Nicolas de Hidalgo, Faculty of Chemical Engineering

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Result of the Monte Carlo simulation for Cancer Risk (CR). Probability distribution of the hazard index by age group. Safety value = 1×10⁻⁶ – 1×10⁻⁴.

Published

2026-09-03

Data Availability Statement

Si en el contenido del articulo vienen los datos con los cuales se trabajo en esta investigación. 

How to Cite

Calderón, A., Martínez Cinco, M. A., Mendoza Lagunas, J. L., Rodríguez Cantú , L. N., Meza Montenegro, M. M., Navarro Farfán, M. del M., & Ávila Guzmán, J. (2026). Risk analysis of human health from arsenic intake present in purified water in Zinapécuaro, Michoacán: A probabilistic approach. Revista De Ciencias Tecnológicas, 9(3), 1-16. https://doi.org/10.37636/recit.v9n3e464

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