Editorial: Innovative approaches in veterinary pathology: diagnostics, therapeutics, and zoonotic threats

Editorial on the Research Topic
Innovative approaches in veterinary pathology: diagnostics, therapeutics, and zoonotic threats

Veterinary Experimental and Diagnostic Pathology has undergone remarkable transformation in recent years, driven by advances in molecular biology (1), imaging technologies (2), and computational tools (3). This discipline plays a pivotal role in understanding disease mechanisms in animals, developing accurate diagnostic methods, and improving therapeutic strategies. Despite these strides, significant gaps remain in our knowledge of disease pathogenesis, diagnostic precision, and treatment efficacy, particularly in the face of emerging diseases, zoonotic threats, and antimicrobial resistance (4).

The research collected under this topic aims to address these challenges by presenting innovative approaches and critical insights into advances in disease pathogenesis, innovations in diagnostic technologies, therapeutic strategies and welfare, and zoonotic threats and surveillance. The overarching objectives are to identify pressing questions in veterinary pathology, test new hypotheses, and explore novel diagnostic and therapeutic strategies that can enhance animal health and welfare.

In this Research Topic there are 15 papers covering the above-mentioned aspects.

Advances in disease pathogenesis

Several studies delve into the molecular and cellular underpinnings of disease. For instance, research from Quintanilla et al. highlights the role of porcine salivary carbonic anhydrase VI in disease pathogenesis, suggesting its potential as a biomarker for gastrointestinal and respiratory disorders. Similarly, the investigation from Zapico et al. has identified different nucleotide-binding oligomerization domain (NOD)-like receptors expresses in bovine paratuberculosis where they play a role in the pathogenesis. That underscore the importance of innate immunity in determining disease outcomes, offering new targets for intervention.

Research into renal warm ischemia in rats (Sánchez-Lara et al.) demonstrated activation of the transglutaminase pathway in tubulointerstitial fibrosis, offering parallels to feline chronic kidney disease and identifying TG2 inhibition as a promising therapeutic avenue. Additionally, a review on arginine vasopressin and copeptin (Paulin et al.) advocates for the validation of copeptin-based assays in veterinary medicine, which could revolutionize the diagnosis of polyuria-polydipsia syndromes.

Innovations in diagnostic technologies

Rapid and accurate diagnostics are essential for disease control. This Research Topic features cutting-edge molecular tools, such as singleplex and duplex PCR assays for hypervirulent Klebsiella pneumoniae (Wang et al.), which promise faster detection of high-risk pathogens. Another example is from Liu et al., which developed an indirect ELISA for bovine coronavirus using recombinant N protein, this assay demonstrated 94.8% concordance with commercial kits, offering a cost-effective and specific diagnostic option.

Advances in molecular technologies, such as the CRISPR-based assays and digital droplet PCR designed by Kardoudi et al. for the diagnosis of fowl adenoviruses exemplify the shift toward high-sensitivity, field-ready diagnostics. Non-invasive approaches also emerge in Siddique et al. studies, with bioelectrical impedance analysis (Siddique, Batchu, et al.) combined with machine learning demonstrating potential for classifying goats affected by haemonchosis, and in AI-enhanced hematocrit analysis (Siddique, Panda, et al.) offering rapid anemia detection in small ruminants.

Therapeutic strategies and welfare

Improving animal welfare through preventive and therapeutic measures is another focal point. A study from Galosi et al. on bacterial bedding conditioners in broiler chickens shows promising results in reducing footpad dermatitis, a major welfare concern. In companion animals, case reports such as necrotizing E. coli pneumonia in dogs (Vazin et al.) and cardiac lymphoma in cats (Johnson et al.) provide valuable clinical insights into complex disease management, emphasizing the need for integrated medical and surgical approaches. Ford at al., found that detection of peripheral blood smear bacteremia in clinically ill small animals is associated with a high in-hospital mortality in this study and supports the importance of timely diagnostics and consideration of early intervention.

Zoonotic threats and surveillance

The growing concern over zoonoses is addressed through comprehensive surveys, such as the investigation performed by Mazzotta et al., on emerging and neglected pathogens in dog and cat shelters in North-East Italy, which highlights the need for continuous monitoring and updated risk mitigation strategies. Similarly, the characterization of tuberculosis granulomas in alpacas (Agulló-Ros et al.) not only advances our understanding of disease pathology in camelids but also underscores their potential role in zoonotic transmission.

Future directions

Collectively, these contributions illustrate the dynamic nature of veterinary pathology and its critical role in safeguarding animals and public health. Moving forward, interdisciplinary collaboration will be essential to integrate molecular diagnostics, AI-driven tools, and advanced imaging into routine practice. Addressing antimicrobial resistance, emerging pathogens, and complex disease syndromes will require sustained research efforts and global cooperation.

By presenting these innovative studies, this Research Topic aims to inspire further exploration and guide future strategies in veterinary pathology and ultimately enhance diagnostic accuracy, therapeutic efficacy, and zoonotic risk management.

Author contributions

GR: Writing – original draft. FS: Writing – review & editing.

Conflict of interest

The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

The authors GR and FS declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.

Generative AI statement

The author(s) declared that generative AI was used in the creation of this manuscript. Generative AI was used to help summarize the manuscripts published as part of the Research Topic.

Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.

Publisher's note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

1. Chauhan RS, Malik YS, Saminathan M, Tripathi BN. Molecular biology techniques of pivotal importance in veterinary diagnostics. In: Essentials of Veterinary Immunology and Immunopathology. Singapore: Springer (2024). p. 673–95. doi: 10.1007/978-981-99-2718-0_22

Crossref Full Text | Google Scholar

2. Yitbarek D, Dagnaw GG. Application of advanced imaging modalities in veterinary medicine: a review. Vet Med (Auckl). (2022) 13:117–30. doi: 10.2147/VMRR.S367040

PubMed Abstract | Crossref Full Text | Google Scholar

3. Elrashedy A, Mousa W, Nayel M, Salama A, Zaghawa A, Elsify A, et al. Advances in bioinformatics and multi-omics integration: transforming viral infectious disease research in veterinary medicine. Virol J. (2025) 22:22. doi: 10.1186/s12985-025-02640-x

PubMed Abstract | Crossref Full Text | Google Scholar

4. Charlier J, Barkema HW, Becher P, De Benedictis P, Hansson I, Hennig-Pauka I, et al. Disease control tools to secure animal and public health in a densely populated world. Lancet Planet Health. (2022) 6:e812–24. doi: 10.1016/S2542-5196(22)00147-4

PubMed Abstract | Crossref Full Text | Google Scholar