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DOI 10.1186/s12917-025-04618-x

Медицинская библиотека · BMC veterinary research · 2025

A preliminary study on digital quantification of ocular attributes in cattle as potential non-invasive indicators of anemia.

Lashari Mushtaq Hussain, Abdullah Anna, Nazir Fouzia, Iqbal Asma, Afzal Muhammad Abrar, Farooq Umer, Idris Musadiq, Khan Musarrat Abbas, Shahzad Faisal, Azam Mahad, Shahzad Khawar Ali, Fouad Dalia, Ataya Farid Shokry, Nasreen Shagufta

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Аннотация

BACKGROUND

Various non-invasive indicators such as ocular attributes have been tested and validated for the assessment of anemia and vitamin A deficiency in human medical sciences with promising results. However, regarding veterinary diagnostics/prognostics, there is limited literature for photometric assessment of anemia in cattle. The present preliminary study is the first account of digital quantification of various ocular attributes in cattle (n = 36) carried out with an objective to unearth the potential of these attributes (RGB analysis and morphometry of eyeballs, and color of palpebral conjunctiva) as non-invasive predictors of RBC count, hemoglobin (Hb) and packed cell volume (PCV).

RESULTS

The results showed that green (r = 0.571), blue (r = 0.706), yellow (r = 0.624), black (r = 0.712) and whiteness (r = 0.778) of cattle eye were positively and significantly (P ≤ 0.05) correlated with Hb with 67.0% predictability for overall model. Similarly, red (r= -0.536), green (r= -0.565), magenta (r= -0.409), yellow (r= -0.563), black (r = 0.700) and whiteness (r= -0.805) were highly correlated (P ≤ 0.05) with Hb with a strong overall model predictability of 67.6%. The associations with RBC count were, however, weaker and non-significant (23% predictability).

CONCLUSIONS

It is concluded that various ocular attributes of cattle, particularly blue, yellow, black, whiteness and lightness, could serve as non-invasive indicators of Hb and PCV, assisting in detecting of anemia. The palpebral conjunctiva color chart developed through this preliminary data could function as an on-field point-of-care testing (POCT) tool to predict Hb and PCV levels in cattle.

Для цитирования: Lashari Mushtaq Hussain, Abdullah Anna, Nazir Fouzia, Iqbal Asma, Afzal Muhammad Abrar, Farooq Umer, Idris Musadiq, Khan Musarrat Abbas, Shahzad Faisal, Azam Mahad, Shahzad Khawar Ali, Fouad Dalia, Ataya Farid Shokry, Nasreen Shagufta. A preliminary study on digital quantification of ocular attributes in cattle as potential non-invasive indicators of anemia.. BMC veterinary research. 2025. DOI: 10.1186/s12917-025-04618-x.

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