Grant E O'Keefe, Yiyang Wu, Nina Mirabadi, Minjun Apodaca, Qian Qui, Chihiro Morishima
{"title":"A Pilot Study Assessing the Utility of Quantitative Myeloid-Derived Suppressor Cell Measurements in Detecting Posttraumatic Infection.","authors":"Grant E O'Keefe, Yiyang Wu, Nina Mirabadi, Minjun Apodaca, Qian Qui, Chihiro Morishima","doi":"10.1097/CCE.0000000000001228","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Biomarkers that facilitate earlier diagnosis of posttraumatic infection could improve outcomes by expediting treatment and mitigating complications, including sepsis. We hypothesized that circulating myeloid-derived suppressor cell (MDSC) counts could identify patients with posttraumatic infection.</p><p><strong>Design setting and patients: </strong>We conducted a single-center, prospective observational pilot study of trauma victims who required greater than or equal to 48 hours of mechanical ventilation. Whole blood was collected and tested by flow cytometry.</p><p><strong>Interventions: </strong>None.</p><p><strong>Measurements and main results: </strong>Samples were analyzed in real-time with an 11-parameter quantitative MDSC assay. Two physician adjudications of infection were performed through a blinded review of medical records. MDSC and other cell counts were compared between subjects with and without posttraumatic infection using non-parametric methods. Data are presented as medians (25th-75th percentile). The area under the receiver operating characteristic (ROC) curves were used to assess the accuracy of cell counts for diagnosing infection. Most subjects (<i>n</i> = 39) were male (79%) with a median age of 48 (interquartile range [IQR] 32-65), Injury Severity Score of 29 (IQR 21-41), and ICU length of stay of 13 days (IQR 8-19). Twenty-one (54%) developed an infection and 11 (28%) of the cohort died. We compared total MDSC (T-MDSC) counts closest to the day of infection diagnosis with the initial T-MDSC counts in subjects without infection. T-MDSC counts were higher in those with infection compared to those without infection (696 [368-974] and 304 [181-404] cells/μL, respectively; <i>p</i> < 0.001). Lymphocyte, neutrophil, and CD45+ leukocyte counts were not statistically different between the groups. The area under the ROC curve distinguishing those with infection from those without for T-MDSC was 0.83 (<i>p</i> < 0.001).</p><p><strong>Conclusions: </strong>MDSC counts determined by quantitative whole blood flow cytometrics can detect posttraumatic infection and may be useful to guide further diagnostic testing in critically ill trauma victims.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":"7 3","pages":"e1228"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11918587/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Critical care explorations","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/CCE.0000000000001228","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/1 0:00:00","PubModel":"eCollection","JCR":"Q4","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives: Biomarkers that facilitate earlier diagnosis of posttraumatic infection could improve outcomes by expediting treatment and mitigating complications, including sepsis. We hypothesized that circulating myeloid-derived suppressor cell (MDSC) counts could identify patients with posttraumatic infection.
Design setting and patients: We conducted a single-center, prospective observational pilot study of trauma victims who required greater than or equal to 48 hours of mechanical ventilation. Whole blood was collected and tested by flow cytometry.
Interventions: None.
Measurements and main results: Samples were analyzed in real-time with an 11-parameter quantitative MDSC assay. Two physician adjudications of infection were performed through a blinded review of medical records. MDSC and other cell counts were compared between subjects with and without posttraumatic infection using non-parametric methods. Data are presented as medians (25th-75th percentile). The area under the receiver operating characteristic (ROC) curves were used to assess the accuracy of cell counts for diagnosing infection. Most subjects (n = 39) were male (79%) with a median age of 48 (interquartile range [IQR] 32-65), Injury Severity Score of 29 (IQR 21-41), and ICU length of stay of 13 days (IQR 8-19). Twenty-one (54%) developed an infection and 11 (28%) of the cohort died. We compared total MDSC (T-MDSC) counts closest to the day of infection diagnosis with the initial T-MDSC counts in subjects without infection. T-MDSC counts were higher in those with infection compared to those without infection (696 [368-974] and 304 [181-404] cells/μL, respectively; p < 0.001). Lymphocyte, neutrophil, and CD45+ leukocyte counts were not statistically different between the groups. The area under the ROC curve distinguishing those with infection from those without for T-MDSC was 0.83 (p < 0.001).
Conclusions: MDSC counts determined by quantitative whole blood flow cytometrics can detect posttraumatic infection and may be useful to guide further diagnostic testing in critically ill trauma victims.