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Plasma microRNA signatures predict prognosis in canine osteosarcoma patients.

作者信息

Ludwig Latasha, Edson Michael, Treleaven Heather, Viloria-Petit Alicia M, Mutsaers Anthony J, Moorehead Roger, Foster Robert A, Ali Ayesha, Wood R Darren, Wood Geoffrey A

机构信息

Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.

Department of Biomedical Sciences, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.

出版信息

PLoS One. 2024 Dec 31;19(12):e0311104. doi: 10.1371/journal.pone.0311104. eCollection 2024.


DOI:10.1371/journal.pone.0311104
PMID:39739708
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11687810/
Abstract

Appendicular central osteosarcoma (OSA) is a common and highly aggressive tumour in dogs. Metastatic disease to the lungs is common and even with chemotherapy the prognosis is generally poor. However, few cases survive well beyond reported median survival times. Current methods, including histologic grading schemes, have fallen short in their ability to predict clinical outcome. MicroRNAs (miRNAs) are small molecules present in all tissues and bodily fluids and are dysregulated in cancer. Previous studies have demonstrated the diagnostic and prognostic potential of miRNAs in canine OSA. We sought to investigate multiple miRNA and multiple variable models for diagnosis and prognosis of canine OSA using plasma samples across three populations of dogs from two veterinary biobanks. Fifty-six miRNAs were analyzed by real-time quantitative polymerase chain reaction. MiR-214-3p was the only miRNA with increased expression across all OSA populations compared to controls. Using a decision tree model for diagnosis, miR-214-3p was the first step in this multi-miRNA model. High expression of miR-214-3p alone was also a predictor of shorter overall survival and disease-free interval across all populations. In both multiple miRNA and multiple variable models, miR-214-3p was always the first decision point with high expression consistently predicting a worse prognosis. Additional miRNAs in combination with low expression of miR-214-3p similarly had a worse prognosis demonstrating better outcome prediction using multiple miRNAs compared to using miR-214-3p alone. Multiple variable models only need to use miRNAs to be predictive although clinical parameters such as age, sex, and tumour location were considered. MiR-214-3p is clearly an important prognostic predictor of canine OSA in plasma as supported by previous studies and across our multiple sample populations. Multiple miRNA models provided superior categorization of patients in predicting clinical outcome parameters compared to the single miRNAs.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/85c76eca0e5b/pone.0311104.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/61ac218e250e/pone.0311104.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/33fbf5837cbe/pone.0311104.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/2890f1a22e5b/pone.0311104.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/54bf29f8e8de/pone.0311104.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/6d4ad55cd61f/pone.0311104.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/85c76eca0e5b/pone.0311104.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/61ac218e250e/pone.0311104.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/33fbf5837cbe/pone.0311104.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/2890f1a22e5b/pone.0311104.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/54bf29f8e8de/pone.0311104.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/6d4ad55cd61f/pone.0311104.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fa5/11687810/85c76eca0e5b/pone.0311104.g006.jpg

相似文献

[1]
Plasma microRNA signatures predict prognosis in canine osteosarcoma patients.

PLoS One. 2024-12-31

[2]
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[3]
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[4]
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[5]
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引用本文的文献

[1]
A miR-30 Guided Molecular Profiling of Canine Osteosarcoma and Extraskeletal Osteosarcoma Reveals Non-Seed Regulatory Divergence.

Cells. 2025-8-18

[2]
Building a Therapeutic Bridge Between Dogs and Humans: A Review of Potential Cross-Species Osteosarcoma Biomarkers.

Int J Mol Sci. 2025-5-28

[3]
Classification and Prognostication of B-Cell and T-Cell Multicentric Lymphoma in Dogs Using Serum MicroRNAs.

Vet Comp Oncol. 2025-6

[4]
Patient-matched tumours, plasma, and cell lines reveal tumour microenvironment- and cell culture-specific microRNAs.

Biol Open. 2024-12-15

本文引用的文献

[1]
A review on microRNA detection and expression studies in dogs.

Front Vet Sci. 2023-10-5

[2]
The Prognostic Role of Preoperative Hematological and Inflammatory Indices in Canine Appendicular Osteosarcoma.

Vet Sci. 2023-8-1

[3]
Prognostic significance of the urokinase plasminogen activator system in tissue and serum of dogs with appendicular osteosarcoma.

PLoS One. 2022

[4]
Systematic analysis of different degrees of haemolysis on miRNA levels in serum and serum-derived extracellular vesicles from dogs.

BMC Vet Res. 2022-9-22

[5]
Recent Advances in the Discovery of Biomarkers for Canine Osteosarcoma.

Front Vet Sci. 2021-10-1

[6]
mRNA and microRNA stability validation of blood samples under different environmental conditions.

Forensic Sci Int Genet. 2021-11

[7]
MicroRNA Expression Changes and Integrated Pathways Associated With Poor Outcome in Canine Osteosarcoma.

Front Vet Sci. 2021-4-15

[8]
RNA-sequencing data-driven dissection of human plasma cell differentiation reveals new potential transcription regulators.

Leukemia. 2021-5

[9]
Review of Histological Grading Systems in Veterinary Medicine.

Vet Pathol. 2021-9

[10]
Adjuvant Sirolimus Does Not Improve Outcome in Pet Dogs Receiving Standard-of-Care Therapy for Appendicular Osteosarcoma: A Prospective, Randomized Trial of 324 Dogs.

Clin Cancer Res. 2021-6-1

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