RT Journal Article
SR Electronic
T1 Multispectral Imaging Differentiates Unique Macrophage Profiles in Patients with Distinct Chronic Liver Diseases
JF bioRxiv
FD Cold Spring Harbor Laboratory
SP 794610
DO 10.1101/794610
A1 Omar A. Saldarriaga
A1 Adam L. Booth
A1 Benjamin Freiberg
A1 Jared Burks
A1 Santhoshi Krishnan
A1 Arvind Rao
A1 Netanya Utay
A1 Monique Ferguson
A1 Minkyung Yi
A1 Laura Beretta
A1 Heather L. Stevenson
YR 2019
UL http://biorxiv.org/content/early/2019/10/05/794610.abstract
AB Intrahepatic macrophages influence the composition of the microenvironment, host immune response to liver injury, and development of fibrosis. Compared to stellate cells, the role of intrahepatic macrophages in the development of fibrosis remains ill defined. Multispectral imaging allows detection of multiple markers in situ in human formalin-fixed, paraffin-embedded tissue. This cutting-edge technology is ideal for analyzing human liver tissues since it allows spectral unmixing of fluorophore signals, subtraction of auto-fluorescence, and preserves architecture and the in vivo hepatic milieu. We analyzed resident Kupffer cells (CD68+), monocyte-derived macrophages (Mac387+), pro-fibrogenic macrophages (CD163+), and co-expression of pro-inflammatory (CD14) and anti-inflammatory (CD16) markers in liver biopsies from patients with hepatitis C virus (HCV) and different stages of fibrosis. Liver biopsies with advanced fibrosis showed increased accumulation of CD163+, MAC387+ and CD68+ macrophages in the portal tracts when compared to those with minimal fibrosis. Imaging software generated t-distributed stochastic neighbor embedding (t-SNE) plots and phenotype matrices that facilitated comparison of macrophage profiles. These included monocyte-derived (CD68+/Mac387+) and pro-fibrotic/anti-inflammatory (CD163+/CD16+) phenotypes. We established that the utility of this platform could be extended to liver biopsies from patients with other chronic liver diseases including nonalcoholic steatohepatitis and autoimmune hepatitis. Each disease exhibited a unique profile after spectral imaging analysis and this platform holds the potential to identify patients predisposed to progressive liver disease based on the macrophage composition. In summary, spectral imaging is a powerful tool that enables analysis of macrophage profiles in different types of chronic liver diseases and has potential to change the manner in which we evaluate liver biopsies leading to more personalized treatment strategies.AIHautoimmune hepatitisFFPEformalin-fixed, paraffin-embeddedH&EHematoxylin and eosinHCVhepatitis C virusIHCimmunohistochemicalLSECliver sinusoidal endothelial cellsMHAIModified hepatitis activity indexNASHnonalcoholic steatohepatitisPASDPeriodic acid–Schiff with diastaseROIregions of interestTSAtyramide signal amplificationt-SNEt-distributed stochastic neighbor embedding