Robert Goggs, Marjory Brooks, Yao Zhu, Jacob Cawley, Chand Khanna, Samuel D Stewart
{"title":"Evaluating the feasibility of platelet-derived gene expression profiling in dogs with sepsis.","authors":"Robert Goggs, Marjory Brooks, Yao Zhu, Jacob Cawley, Chand Khanna, Samuel D Stewart","doi":"10.2460/ajvr.25.04.0149","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To assess the feasibility of gene expression profiling of platelets in dogs with sepsis.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>Sample processing and data analysis workflows are scalable to larger, confirmatory studies to explore potential sepsis biomarkers.</p><p><strong>Clinical relevance: </strong>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.</p>","PeriodicalId":7754,"journal":{"name":"American journal of veterinary research","volume":" ","pages":"1-11"},"PeriodicalIF":1.3000,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"American journal of veterinary research","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.2460/ajvr.25.04.0149","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"VETERINARY SCIENCES","Score":null,"Total":0}
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.
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.