Mohamed Ghafoor

The extracellular matrix (ECM) forms the scaffold in which cells reside and interact. The composition of this scaffold guides the development of local immune responses and tissue function. With the advent of multiplexed spatial imaging methodologies, investigating the intricacies of cellular spatial organisation is more accessible than ever. However, the relationship between cellular organisation and ECM composition has been broadly overlooked. Using imaging mass cytometry, we investigated the association between cellular niches and their surrounding matrix environment during allergic airway inflammation in two commonly used in-bred mouse strains. We have integrated both intracellular and extracellular analysis by first classifying cells according to their canonical marker expression and then utilising a novel pipeline to independently characterise their ECM environment. Applying this methodology across three distinct lung tissue regions we reveal region-specific and spatially constrained allergic inflammatory responses. In our model of allergic airway inflammation, recruited neutrophils were dispersed within the alveolar parenchyma, alongside a loss of alveolar type-I cells and an expansion of alveolar type-II cells. This activated parenchyma was associated with increased proximity to hyaluronan and chondroitin sulphate. In contrast, infiltrating CD11b ⁺ and MHCII ⁺ cells accumulated in the adventitial cuff specifically in BALB/c mice. This region was around the airway-adjacent pulmonary artery and aligned with an expansion of the subepithelial airway region. This expanded subepithelial region was enriched for closely interacting stromal and CD11b ⁺ immune cells which overlaid regions enriched for type-I and type-III collagen. The detailed map of cell and matrix interactions generated here provides a critical resource for understanding ECM contribution to specific lung niches during allergic disease. It reveals strain-dependent differences in inflammation and remodelling and generates novel hypotheses for targeting aspects of remodelling during allergic airway pathology.

Spatial proteomics technologies now profile cells and the extracellular matrix (ECM) together in situ . Yet analysis tools remain cell-centric, despite the ECM playing an essential role in health and disease. Here we present Mantpy, a frame-work that represents the ECM, and its interface with cells, as spatial graphs. Mantpy builds ECM graphs directly from matrix markers and links them with cell graphs for joint cell–ECM analysis, supporting graph statistics, explainable graph deep learning and visualisation. Mantpy extends from a single ECM marker to multiplexed cell–ECM panels. It recovers layered tissue architecture in the intestine from collagen IV alone, quantifies infection-associated ECM remodelling in mouse liver, and relates cells to the surrounding matrix in mouse lung, where cellular context recovers synthetically corrupted matrix labels. Released with ECM-inclusive datasets and interoperating with the scverse ecosystem and pytorch geometric. Mantpy brings the matrix into spatial analysis alongside the cell.

The extracellular matrix (ECM) forms the scaffold in which cells reside and interact. The composition of this scaffold guides the development of local immune responses and tissue function. With the advent of multiplexed spatial imaging methodologies, investigating the intricacies of cellular spatial organisation are more accessible than ever. However, the relationship between cellular organisation and ECM composition has been broadly overlooked. Using imaging mass cytometry, we investigated the association between cellular niches and their surrounding matrix environment during allergic airway inflammation in two commonly used mouse strains. By first classifying cells according to their canonical intracellular markers and then by developing a novel analysis pipeline to independently characterise a cells ECM environment, we integrated analysis of both intracellular and extracellular data. Applying this methodology to three distinct tissue regions we reveal disparate and restricted responses. Recruited neutrophils were dispersed within the alveolar parenchyma, alongside a loss of alveolar type I cells and an expansion of alveolar type II cells. This activated parenchyma was associated with increased proximity to hyaluronan and chondroitin sulphate. In contrast, infiltrating CD11b ⁺ and MHCII ⁺ cells accumulated in the adventitial cuff and aligned with an expansion of the subepithelial layer. This expanded subepithelial region was enriched for closely interacting stromal and CD11b ⁺ immune cells which overlaid regions enriched for type-I and type-III collagen. The cell-cell and cell-matrix interactions identified here will provide a greater understanding of the mechanisms and regulation of allergic disease progression across different inbred mouse strains and provide specific pathways to target aspects of remodelling during allergic pathology. Graphical