When Precision Matters: Bone Marrow Cytology Meets qPCR in a Pilot Study Quantifying Leishmania infantum Load in Dogs

<i>Leishmania infantum</i> is the causative agent of canine leishmaniosis (CanL), a zoonotic disease of considerable clinical and epidemiological concern. Quantification of parasite load is valuable for clinical management, particularly in low-parasite-load cases. This pilot study evaluated the correlation between cytological and molecular techniques in bone marrow samples from dogs clinically affected with leishmaniosis. Amastigotes were quantified by two independent observers using light microscopy, and the same samples were analysed by real-time polymerase chain reaction (qPCR) employing <i>Leishmania</i> spp. specific commercial primers. Inter-observer agreement was moderate according to Cohen's kappa (κ = 0.47) and substantial according to the intraclass correlation coefficient (ICC = 0.63), respectively, confirming measurement reproducibility. A very strong inverse correlation was found between parasite counts and qPCR cycle threshold (Ct) values (Spearman's ρ = -0.89; <i>p</i> < 0.001). Furthermore, a robust logarithmic relationship (amastigotes/μL = 10<sup>(-0.158 × Ct + 7.61)</sup>; R<sup>2</sup> = 0.99994) was established allowing direct estimation of in vivo parasite concentration from molecular data. These preliminary findings suggest that qPCR can serve as a reliable, semi-quantitative tool, offering higher sensitivity in subclinical infections. The integration of molecular quantification with cytological methods enhances diagnostic accuracy and supports personalised therapeutic decision-making, advancing clinical management of CanL in a One Health context.

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Journal
Microorganisms
Published
2025-09-21
DOI
https://doi.org/10.3390/microorganisms13092211
Citations
1
Primary Topic
Research on Leishmaniasis Studies
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article
Field-Weighted Citation Impact
1.88
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article

When Precision Matters: Bone Marrow Cytology Meets qPCR in a Pilot Study Quantifying Leishmania infantum Load in Dogs

Elsa Leclerc Duarte, Ana Cláudia Coelho, Hugo Lima de Carvalho, J. P. B. M. COSTA et al.
1 citations
Microorganisms
Research on Leishmaniasis Studies
1.88
article

When Precision Matters: Bone Marrow Cytology Meets qPCR in a Pilot Study Quantifying Leishmania infantum Load in Dogs

Elsa Leclerc Duarte, Ana Cláudia Coelho, Hugo Lima de Carvalho, J. P. B. M. COSTA, Ana Beatriz Valim Alves, Filipe Sampaio, H. T. da Silva, Ana Patrícia Lopes, Manuel V. Simões, Luı́s Cardoso, Ricardo Lopes, Andreia Garcês, Carlos Sousa, Ana Silva, Cátia Fernandes
article en
1 citations

Abstract

<i>Leishmania infantum</i> is the causative agent of canine leishmaniosis (CanL), a zoonotic disease of considerable clinical and epidemiological concern. Quantification of parasite load is valuable for clinical management, particularly in low-parasite-load cases. This pilot study evaluated the correlation between cytological and molecular techniques in bone marrow samples from dogs clinically affected with leishmaniosis. Amastigotes were quantified by two independent observers using light microscopy, and the same samples were analysed by real-time polymerase chain reaction (qPCR) employing <i>Leishmania</i> spp. specific commercial primers. Inter-observer agreement was moderate according to Cohen's kappa (κ = 0.47) and substantial according to the intraclass correlation coefficient (ICC = 0.63), respectively, confirming measurement reproducibility. A very strong inverse correlation was found between parasite counts and qPCR cycle threshold (Ct) values (Spearman's ρ = -0.89; <i>p</i> < 0.001). Furthermore, a robust logarithmic relationship (amastigotes/μL = 10<sup>(-0.158 × Ct + 7.61)</sup>; R<sup>2</sup> = 0.99994) was established allowing direct estimation of in vivo parasite concentration from molecular data. These preliminary findings suggest that qPCR can serve as a reliable, semi-quantitative tool, offering higher sensitivity in subclinical infections. The integration of molecular quantification with cytological methods enhances diagnostic accuracy and supports personalised therapeutic decision-making, advancing clinical management of CanL in a One Health context.

MicroorganismsVol. 13(9)
University of Trás-os-Montes and Alto Douro (PT), Universidade do Porto (PT), University of Évora (PT), Cooperativa de Ensino Superior Politécnico e Universitário (PT)
Openalex Percentile: Top 12%
Research on Leishmaniasis Studies
1.88
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