Abstract
Ensuring the freshness of fish is crucial for determining its quality, influencing its appearance, and attracting consumers. Identifying spoiled fish in the early stages of spoilage is challenging for many consumers, necessitating the development of effective fish freshness evaluation methods. This study proposes the development of a fish freshness evaluation sensor applicable to farmers, wholesalers, and retailers in the tilapia fish value chain. The research focuses on determining the rate of change of fluorescent compounds in fish eye fluid and establishing the relationship between these changes and fish storage. High-performance liquid chromatography (HPLC) is employed for the identification of retinol (vitamin A) and pyridoxine (vitamin B6) in the eye fluid at different storage stages. The study also uses an ultraviolet/visible light spectrophotometer to measure the emissions of fluorescent compounds during various storage periods. The acquired data is utilized to validate the sensor, which integrates a microprocessor, spectroscopy sensor, and power source. The performance evaluation aims to establish the sensor's effectiveness in detecting changes in fluorescent compounds across different stages of fish storage. The results show that the concentration of retinol increased gradually and then reduces while that of the pyridoxine reduces to zero hence providing a valuable insight into a tool that can be applied throughout the tilapia fish value chain. This innovation could greatly enhance quality control processes in the seafood industry. Unlike traditional sensory evaluations, the sensor-based method boasts notable benefits, including greater objectivity and the capability for real-time assessments.
References
FAO. (2016). Part I Overview and main indicators Country brief. Fisheries and
Aquaculture Country Profile, 1–15. https://doi.org/10.1515/cszma-2016-0015
Hassoun, A., Sahar, A., Lakhal, L., & Aït-Kaddour, A. (2019). Fluorescence spectroscopy as a rapid and non-destructive method for monitoring quality and authenticity of fish and meat products: Impact of different preservation conditions.
In LWT (Vol. 103, pp. 279–292). Academic Press.
https://doi.org/10.1016/j.lwt.2019.01.021
Leksana, G. (2019). The Killing Season: A History of The Indonesian Massacres, 1965–
, by Geoffrey B. Robinson. Bijdragen Tot de Taal-, Land- En Volkenkunde,
(4), 524–527. https://doi.org/10.1163/22134379-17404014
Liao, Q., Suzuki, T., Shirataki, Y., Kuramoto, M., & Kondo, N. (2018). Freshness related fluorescent compound changes in Japanese dace fish (Tribolodon hakonensis) eye fluid during storage. Engineering in Agriculture, Environment and Food, 11(3), 95–
https://doi.org/10.1016/j.eaef.2018.01.001
Omwange, K. A., Al Riza, D. F., Sen, N., Shiigi, T., Kuramoto, M., Ogawa, Y., Kondo, N., & Suzuki, T. (2020). Fish freshness monitoring using UV-fluorescence imaging on Japanese dace (Tribolodon hakonensis) fisheye. Journal of Food Engineering,
, 110111. https://doi.org/10.1016/j.jfoodeng.2020.110111
Opiyo, M. A., Marijani, E., Muendo, P., Odede, R., Leschen, W., & Charo-Karisa, H. (2018). A review of aquaculture production and health management practices of farmed fish in Kenya. In International Journal of Veterinary Science and Medicine (Vol. 6, Issue 2, pp. 141–148). Faculty of Veterinary Medicine, Cairo University. https://doi.org/10.1016/j.ijvsm.2018.07.001
State, T. (n.d.). The State of Food Insecurity in the World Addressing food insecurity in protracted crises 2010 Key messages.
Xiaobo, Z., Xiaowei, H., & Povey, M. (2016). Non-invasive sensing for food reassurance. In Analyst (Vol. 141, Issue 5, pp. 1587–1610). Royal Society of Chemistry. https://doi.org/10.1039/c5an02152a
Zhang, J., Zhou, J., Zhang, T., Tang, Y., & Zeng, L. (2023). A colorimetric and fluorescent sensor for non-destructive screening of the freshness of shrimp and fish.
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 296, 122647. https://doi.org/10.1016/j.saa.2023.122647

This work is licensed under a Creative Commons Attribution 4.0 International License.
Copyright (c) 2026 Grace Njuguna, Stephen N. Ondimu, Sylvia I. Murunga, Peter Oduor Odote