Carrington, A. | bioRxiv Science

bioRxiv2022

GliaMorph: A modular image analysis toolkit to quantify Müller glial cell morphology

Cell morphology is critical for all cell functions. This is particularly true for glial cells as they rely on their complex shape to contact and support neurons. However, methods to quantify complex glial cell shape accurately and reproducibly are lacking. To address this gap in quantification approaches, we developed an analysis pipeline called "GliaMorph". GliaMorph is a modular image analysis toolkit developed to perform (i) image pre-processing, (ii) semi-automatic region-of-interest (ROI) selection, (iii) apicobasal texture analysis, (iv) glia segmentation, and (v) cell feature quantification. Muller Glia (MG) are the principal retinal glial cell type with a stereotypic shape linked to their maturation and physiological status. We here characterized MG on three levels, including (a) global image-level, (b) apicobasal texture, and (c) apicobasal vertical-to-horizontal alignment. Using GliaMorph, we show structural changes occurring in the developing retina. Additionally, we study the loss of cadherin2 in the zebrafish retina, as well as a glaucoma mouse disease model. The GliaMorph toolkit enables an in-depth understanding of MG morphology in the developing and diseased retina. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=144 HEIGHT=200 SRC="FIGDIR/small/490765v1_ufig1.gif" ALT="Figure 1"> View larger version (73K): org.highwire.dtl.DTLVardef@198fca6org.highwire.dtl.DTLVardef@f319fcorg.highwire.dtl.DTLVardef@2f0fadorg.highwire.dtl.DTLVardef@1ae4ce7_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIGlial morphology is complex, making it challenging to accurately quantify 3D cell shape. C_LIO_LIWe developed the GliaMorph toolkit for image pre-processing, glial segmentation, and quantification of Muller glial cells. C_LIO_LIMuller glia elaborate their morphology and rearrange subcellular features during embryonic development. C_LIO_LIGliaMorph accurately identifies subcellular changes in models with disrupted glia cells, including zebrafish cadherin2 loss of function and a mouse glaucoma model. C_LI

developmental biology↗

bioRxiv2021

PROTECTIVE ROLE FOR SMOOTH MUSCLE CELL HEPCIDIN IN ABDOMINAL AORTIC ANEURYSM

RationaleHepcidin (HAMP) is a hormone produced primarily in the liver. It controls systemic iron homeostasis by inhibiting the iron exporter ferroportin (FPN) in the gut and spleen, respective sites of iron absorption and recycling. HAMP and FPN are also found ectopically in tissues not involved in systemic iron homeostasis. The physiological functions of ectopic HAMP and FPN are only just beginning to be uncovered. We observed that HAMP expression is markedly increased in smooth muscle cells (SMCs) of abdominal aortic aneurysms (AAA), both in patients and in an experimental mouse model of AAA. ObjectiveTo understand the role of SMC-derived HAMP in the pathophysiology of AAA. Methods and ResultsWe generated mice harbouring an inducible, SMC-specific deletion of the hamp gene. We then applied the experimental model of AAA and simultaneously induced deletion of hamp in SMCs. We found that these mice developed large aneurysms and had greater incidences of rupture and of fatal dissection than mice with intact hamp in SMCs. A similar phenotype was observed in mice harbouring an inducible SMC-specific knock-in of HAMP-resistant FPNC326Y. Additionally, we observed that expression of Lipocalin-2 (LCN2), a protein known to promote AAA, was suppressed in AAA tissue from patients and from mice with intact hamp in SMCs, but not in mice lacking hamp in SMCs. Treatment of these mice with a LCN2-neutralising antibody protected them from the otherwise detrimental effects of loss of hamp in SMCs. ConclusionsThe present study demonstrates that the rise in SMC-derived HAMP within the aneurysm tissue is protective in the setting of AAA, and that such protection involves the cell-autonomous action of HAMP, and suppression of local LCN2. These findings are the first example of a protective role for ectopic HAMP in disease. They expand understanding of the multifaceted functions of HAMP outside the liver.

physiology↗