Evaluating the feasibility of platelet-derived gene expression profiling in dogs with sepsis.

IF 1.3 3区 农林科学 Q2 VETERINARY SCIENCES
Robert Goggs, Marjory Brooks, Yao Zhu, Jacob Cawley, Chand Khanna, Samuel D Stewart
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引用次数: 0

Abstract

Objective: To assess the feasibility of gene expression profiling of platelets in dogs with sepsis.

Methods: This was a prospective observational feasibility study conducted at a university veterinary teaching hospital. All study dogs had CBCs and serum biochemistry profiles, and blood samples were collected for platelet isolation. Gene expression profiling of isolated platelets was performed using a commercial multiplex assay based on direct hybridization and detection of single RNA molecules bar coded with fluorescent probes. Quality control, normalization, and data visualization were performed using standardized workflows. Raw counts were exported, and differential expression between groups was assessed.

Results: 6 client-owned dogs with sepsis and 6 healthy dogs were enrolled from March through August 2023. Platelet isolation and transcript profiling were successful for all dogs. The septic dog group included 3 males and 3 females with peritonitis (n = 3), pyometra (n = 2), and pyothorax. Principal component analysis did not fully segregate septic from healthy dogs, but disease status accounted for 59% of the variance. Upregulated genes contributing substantially to principal component analysis variance included those for S100 calcium-binding proteins (S100s) and cytokines. Significantly upregulated genes based on log2 fold change included S100A8, S100A12, cathelicidin, lactoferrin, and innate immune response signaling proteins.

Conclusions: Sample processing and data analysis workflows are scalable to larger, confirmatory studies to explore potential sepsis biomarkers.

Clinical relevance: Platelet gene expression profiles might offer insights into sepsis pathophysiology and potential diagnostic and prognostic biomarkers. Follow-up studies are warranted to characterize platelet expression profiles in larger populations of dogs with sepsis and noninfectious critical illnesses.

评估脓毒症犬血小板源性基因表达谱的可行性。
目的:探讨脓毒症犬血小板基因表达谱的可行性。方法:在某大学兽医教学医院进行前瞻性观察性可行性研究。所有研究犬均有血细胞计数和血清生化特征,并采集血样进行血小板分离。分离血小板的基因表达谱分析使用基于直接杂交和荧光探针编码的单个RNA分子检测的商业多重分析。使用标准化的工作流程执行质量控制、规范化和数据可视化。导出原始计数,并评估各组之间的差异表达。结果:2023年3月至8月,6只客户拥有的脓毒症犬和6只健康犬被纳入研究。所有犬的血小板分离和转录物分析均成功。脓毒症犬组,男、女各3例,分别出现腹膜炎(n = 3)、脓水积(n = 2)、脓胸。主成分分析并不能完全分离出健康犬的脓毒症,但疾病状态占方差的59%。对主成分分析方差有显著贡献的上调基因包括S100钙结合蛋白(S100)和细胞因子。基于log2倍变化的显著上调基因包括S100A8、S100A12、cathelicidin、乳铁蛋白和先天免疫应答信号蛋白。结论:样品处理和数据分析工作流程可扩展到更大规模的验证性研究,以探索潜在的败血症生物标志物。临床相关性:血小板基因表达谱可能为脓毒症病理生理学和潜在的诊断和预后生物标志物提供见解。后续研究有必要在脓毒症和非传染性危重疾病的较大犬群中表征血小板表达谱。
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来源期刊
CiteScore
1.70
自引率
10.00%
发文量
186
审稿时长
3 months
期刊介绍: The American Journal of Veterinary Research supports the collaborative exchange of information between researchers and clinicians by publishing novel research findings that bridge the gulf between basic research and clinical practice or that help to translate laboratory research and preclinical studies to the development of clinical trials and clinical practice. The journal welcomes submission of high-quality original studies and review articles in a wide range of scientific fields, including anatomy, anesthesiology, animal welfare, behavior, epidemiology, genetics, heredity, infectious disease, molecular biology, oncology, pharmacology, pathogenic mechanisms, physiology, surgery, theriogenology, toxicology, and vaccinology. Species of interest include production animals, companion animals, equids, exotic animals, birds, reptiles, and wild and marine animals. Reports of laboratory animal studies and studies involving the use of animals as experimental models of human diseases are considered only when the study results are of demonstrable benefit to the species used in the research or to another species of veterinary interest. Other fields of interest or animals species are not necessarily excluded from consideration, but such reports must focus on novel research findings. Submitted papers must make an original and substantial contribution to the veterinary medicine knowledge base; preliminary studies are not appropriate.
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