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Microparticles as biomarkers of lung disease: enumeration in biological fluids using lipid bilayer microspheres
Mark J McVey1, Christopher M Spring2, John W Semple3
1Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada; Departments of Anesthesia, Physiology.
Abstract:
Extracellular vesicles, specifically microparticles (MPs), are rapidly gaining attention for their capacity to act as biomarkers for diagnosis, prognosis, or responsiveness to therapy in lung disease, in keeping with the concept of precision medicine. However, MP analysis by high-sensitivity flow cytometry (FCM) is complicated by a lack of accurate means for MP enumeration. To address this gap, we report here an enhanced FCM MP gating and enumeration technique based on the use of novel engineered lipid bilayer microspheres (LBMs). By comparison of LBM-based MP enumeration with conventional bead- or fluorescent-based FCM enumeration techniques and a gravimetric consumption gold standard, we found LBMs to be superior to commercial bead preparations, showing the smallest fixed bias and limits of agreement in Bland Altman analyses. LBMs had simultaneous capacity to aid FCM enumeration of MPs in plasma, BAL, and cell culture supernatants. LBM enumeration detected differences in MP counts in mice exposed to intraperitoneal lipopolysaccharide or saline. LBMs provided for 1) higher sensitivity for gating MPs populations, 2) reduced background within MP gates, 3) more appropriate size, and 4) an inexpensive alternative amenable to different fluorescent tags. LBM-based MP enumeration was useful for a series of different FCM systems assessed, whereas LBM gating benefited high- but not low-sensitivity FCM systems compared with fluorescence gating. By offering exclusive advantages over current means of gating and enumerating MPs, LBMs are uniquely suited to realizing the potential of MPs as biomarkers in biological lung fluids and facilitating precision medicine in lung disease.
Insights
Novel lipid bilayer microspheres (LBMs) improve microparticle (MP) enumeration for lung disease biomarkers. This enhanced flow cytometry method offers superior accuracy and sensitivity, advancing precision medicine in respiratory diagnostics.
Area of Science:
- Biomarker Discovery
- Nanotechnology
- Respiratory Medicine
Background:
- Extracellular vesicles, particularly microparticles (MPs), are crucial biomarkers for lung disease diagnosis and treatment monitoring.
- Accurate enumeration of MPs using flow cytometry (FCM) is essential for precision medicine but currently lacks reliable methods.
Purpose of the Study:
- To develop and validate an enhanced FCM technique for MP gating and enumeration using novel engineered lipid bilayer microspheres (LBMs).
- To assess the superiority of LBMs compared to conventional methods for MP analysis in biological samples.
Main Methods:
- Engineered lipid bilayer microspheres (LBMs) were developed for MP gating and enumeration.
- LBM-based FCM was compared against traditional bead/fluorescent methods and a gravimetric gold standard.
- MP counts were analyzed in plasma, bronchoalveolar lavage fluid, and cell culture supernatants, including in a mouse model of lung inflammation.
Main Results:
- LBMs demonstrated superior performance over commercial beads, exhibiting minimal bias and improved agreement in Bland Altman analyses.
- The LBM technique enhanced MP gating sensitivity, reduced background noise, and provided appropriate sizing for accurate enumeration.
- LBM enumeration successfully detected differences in MP counts in response to inflammatory stimuli in a mouse model.
Conclusions:
- Novel LBMs offer an accurate, sensitive, and cost-effective method for MP enumeration via FCM.
- This technique overcomes current limitations in MP analysis, facilitating their use as biomarkers in lung disease.
- LBMs are well-suited to advance precision medicine by enabling reliable MP quantification in respiratory fluids.
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