Digital Image Processing for the Quantification of Pneumonic Area in the Lungs of Chronically Lead-Exposed Wistar Albino Rats in an Intergenerational Model
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Palabras clave

Chronic Lead Exposure
Digital image processing
Segmentation
Pulmonary fibrosis
Exposición crónica a plomo
Fibrosis pulmonar
Procesamiento digital de imagen
Segmentación

Resumen

ABSTRACT

The evaluation of lung tissue can be done by several approaches. While structural integrity is critical for accurate diagnosis of different pathologies, scientific research uses specific tools to facilitate evaluation based on the characteristics of the study, the needs of the researcher, and available resources. Most software tools lack versatility and are perceived as black boxes, requiring extensive knowledge of the subject and software functionality to fully utilize their capabilities. Additionally, these specialized tools, often from the private sector, are costly and require specific inputs. Thus, conducting quantitative analysis of morphological features in a qualitative manner requires substantial expertise or extensive training time to ensure accurate evaluations. Therefore, the proposed software for alveolar area quantification, developed using histological images of lung tissue stained with hematoxylin-eosin, aims to provide a user-friendly interface for the end user, enabling quick and simple analyses that can be executed on devices with limited resources. The images were obtained from different groups exposed to different concentrations of lead (5, 10, 15 mg/kg) administered intraperitoneally. This approach seeks to bridge the gap between the need for precise structural analysis and the accessibility of effective tools, enhancing the efficiency and accuracy of lung tissue evaluation in research requirements.

 

Procesamiento digital de imágenes para la cuantificación de áreas neumónicas en pulmones crónicamente expuestos a plomo en ratas Wistar en un modelo intergeneracional

RESUMEN

La evaluación del tejido pulmonar puede abordarse de diversas maneras. Si bien la integridad estructural es fundamental para un diagnóstico preciso de diferentes patologías, la investigación científica requiere herramientas específicas que faciliten la evaluación según las características del estudio, las necesidades del investigador y los recursos disponibles. La mayoría de las herramientas de software carecen de versatilidad y son percibidas como "cajas negras", ya que exigen un conocimiento extenso tanto del tema como del funcionamiento del software para aprovechar completamente sus capacidades. Además, estas herramientas especializadas, a menudo provenientes del sector privado, son costosas y requieren insumos específicos. Por todo esto, realizar análisis cuantitativos de características morfológicas de manera cualitativa requiere una experiencia considerable o un tiempo extenso de capacitación para garantizar evaluaciones precisas. Por lo tanto, el software propuesto para la cuantificación del área alveolar, desarrollado utilizando imágenes histológicas de tejido pulmonar teñidas con hematoxilina-eosina, tiene como objetivo proporcionar una interfaz
fácil de usar para el usuario final, permitiendo análisis rápidos y simples que pueden ejecutarse en dispositivos con recursos limitados. Las imágenes fueron obtenidas de diferentes grupos expuestos a diversas concentraciones de plomo (5, 10, 15 mg/kg) administradas por vía intraperitoneal. Este enfoque busca cerrar la brecha entre la necesidad de análisis estructurales precisos y la accesibilidad a herramientas efectivas, mejorando la eficiencia y precisión de la evaluación del tejido pulmonar en los contextos de investigación.

 

https://doi.org/10.25009/rmuv.2025.1.130
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Citas

Adeyomoye, O. I., & Adewumi, N. A. (2019). Lead exposure causes alteration of haematological indices in adult female Wistar rats. Asian Journal of Pharmaceutical Research and Development, 7(6), 30-34.

Aschner, M., Skalny, A. V., Lu, R., Santamaria, A., Zhou, J.-C., Ke, T., Karganov, M. Y., Tsatsakis, A., Golokhvast, K. S., & Bowman, A. B. (2023). The role of hypoxia-inducible factor 1 alpha (HIF-1α) modulation in heavy metal toxicity. Archives of Toxicology, 97(5), 1299-1318.

Carrera, L. G., & Hernan, G. B. (2013). Pulmonary manifestations of collagen diseases. Archivos de Bronconeumología (English Edition), 49(6), 249-260.

Charkiewicz, A. E., & Backstrand, J. R. (2020). Lead Toxicity and Pollution in Poland. International Journal of Environmental Research and Public Health, 17(12). https://doi.org/10.3390/ijerph17124385

Dietert, R. R., & Piepenbrink, M. S. (2006). Lead and immune function. Criti-cal reviews in toxicology, 36(4), 359-385.

Ding, X., He, R., Zhang, T., Mei, L., Zhu, S., Wang, C., Liao, Y., Wang, D., Wang, H., & Guo, J. (2023). Lung toxicity and molecular mechanisms of lead-based perovskite nanoparticles in the respiratory system. ACS Applied Materials & Interfaces, 15(36), 42139-42152.

Dos Santos, N. R., Rodrigues, J. L. G., Bandeira, M. de J., Anjos, A. L. dos S., Araújo, C. F. da S., Adan, L. F. F., & Menezes-Filho, J. A. (2022). Manganese and lead exposure and early puberty onset in children living near a ferromanganese alloy plant. Interna-tional journal of environmental research and public health, 19(12), 7158.

Fang, Y., Lu, L., Liang, Y., Peng, D., Aschner, M., & Jiang, Y. (2021). Signal transduction as-sociated with lead-induced neurological disorders: A review. Food and Chemical Toxicology, 150, 112063.

Hoover, C., Dickerson, A. S., Specht, A. J., & Hoover, G. G. (2023). Firearm-related lead exposure and pediatric lead levels in Massachusetts: A decade of evidence (2010-2019). Environmental Research, 227, 115719. https://doi.org/10.1016/j.en-vres.2023.115719

Hübner, R.-H., Gitter, W., Eddine El Mokhtari, N., Mathiak, M., Both, M., Bolte, H., Freit-ag-Wolf, S., & Bewig, B. (2008). Standardized quantification of pulmonary fibrosis in histological samples. Biotechniques, 44(4), 507-517.

Jiang, C.-B., Kao, C.-S., Chien, L.-C., Chen, Y.-J., & Liao, K.-W. (2022). Associations among prenatal and postnatal arsenic, lead, and cadmium exposures and motor develop-ment in 3-year-old children: A longitudinal birth cohort study in Taiwan. Environ-mental Science and Pollution Research, 29(28), 43191-43200.

Jing, H., Zhang, Q., Li, S., & Gao, X. (2020). Pb exposure triggers MAPK-dependent inflam-mation by activating oxidative stress and miRNA-155 expression in carp head kidney. Fish & Shellfish Immunology, 106, 219-227.

Kothapalli, C. R. (2021). Differential impact of heavy metals on neurotoxicity during de-velopment and in aging central nervous system. Current Opinion in Toxicology, 26, 33-38.

Kou, H., Ya, J., Gao, X., & Zhao, H. (2020). The effects of chronic lead exposure on the liv-er of female Japanese quail (Coturnix japonica): Histopathological damages, oxi-dative stress and AMP-activated protein kinase based lipid metabolism disorder. Ecotoxicology and environmental safety, 190, 110055.

Kumar, A., Kumar, A., MMS, C.-P., Chaturvedi, A. K., Shabnam, A. A., Subrah-manyam, G., Mondal, R., Gupta, D. K., Malyan, S. K., & Kumar, S. S. (2020). Lead toxicity: Health hazards, influence on food chain, and sustainable remediation approaches. International journal of environmental research and public health, 17(7), 2179.

Lee, H. J., & Lee, H.-Y. (2024). Characterization of lung function impairment and pathological changes induced by chronic lead and cadmium inhalation: Insights from a mouse model study. Ecotoxicology and Environmental Safety, 283, 116776.

Li, L., Li, W., Liu, Y., Jin, X., Yu, Y., & Lin, H. (2023). TBBPA and lead co-exposure induces grass carp liver cells apoptosis via ROS/JAK2/STAT3 signaling axis. Fish & Shellfish Immunology, 142, 109100.

ONARLIOĞLU, B., ONARLIOĞLU, T., & Erdal, S. (1999). The Effect of Lead In-halation on Rat LungMorphology. Turkish Journal of Medical Sciences, 29(6), 617-622.

Paithankar, J. G., Saini, S., Dwivedi, S., Sharma, A., & Chowdhuri, D. K. (2021). Heavy metal associated health hazards: An interplay of oxidative stress and signal transduction. Chemosphere, 262, 128350.

Ségard, B.-D., Kimura, K., Matsuoka, Y., Imamura, T., Ikeda, A., & Iwamiya, T. (2024). Quantification of fibrosis extend and airspace availability in lung: A semi-automatic ImageJ/Fiji toolbox. Plos one, 19(2), e0298015.

Tarragó, O., & Brown, M. J. (2017). Lead toxicity.

Wang, D., Fu, X., Zhang, J., Xu, C., Hu, Q., & Lin, W. (2020). Association between blood lead level during pregnancy and birth weight: A meta-analysis. American Journal of Industrial Medicine, 63(12), 1085-1094.

Wang, L., Zheng, Y., Zhang, G., Han, X., Li, S., & Zhao, H. (2021). Lead exposure induced inflammation in bursa of Fabricius of Japanese quail (C. japon-ica) via NF-κB pathway activation and Wnt/β-catenin signaling inhibi-tion. Journal of Inorganic Biochemistry, 224, 111587.

Wang, X., Mukherjee, B., & Park, S. K. (2018a). Associations of cumulative expo-sure to heavy metal mixtures with obesity and its comorbidities among US adults in NHANES 2003–2014. Environment international, 121, 683-694.

Wang, X., Mukherjee, B., & Park, S. K. (2018b). Associations of cumulative expo-sure to heavy metal mixtures with obesity and its comorbidities among US adults in NHANES 2003–2014. Environment international, 121, 683-694.

West, C. M., Ivy, C. M., Husnudinov, R., & Scott, G. R. (2021). Evolution and devel-opmental plasticity of lung structure in high-altitude deer mice. Journal of Comparative Physiology B, 191, 385-396.

Xu, L., Huo, X., Liu, Y., Zhang, Y., Qin, Q., & Xu, X. (2020). Hearing loss risk and DNA methylation signatures in preschool children following lead and cadmium exposure from an electronic waste recycling area. Chemo-sphere, 246, 125829.

Yu, Y.-L., Yang, W.-Y., Hara, A., Asayama, K., Roels, H. A., Nawrot, T. S., & Staessen, J. A. (2023). Public and occupational health risks related to lead expo-sure updated according to present-day blood lead levels. Hypertension Research: Official Journal of the Japanese Society of Hypertension, 46(2), 395-407. https://doi.org/10.1038/s41440-022-01069-x

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