Abstract Immune checkpoint blockade has been shown to be an effective treatment for colorectal cancers (CRCs) highly infiltrated by CD8+ T cells. However, there is a paucity of CD8+ T-cell infiltration in the majority of CRCs. We previously identified the collagen-activated receptor Discoidin Domain Receptor 1 (DDR1) as a member of a four-gene signature associated with T-cell exclusion in CRC. The cleaved ectodomain (cECD) of DDR1 induces collagen alignment, leading to T-cell exclusion in a breast cancer model. We found that almost all DDR1 cECD is found in supermeres, a novel secreted nanoparticle identified by our lab, and that DDR1 cECD is required for supermere signaling in recipient cells. We hypothesized that supermere-associated DDR1 cECD signals to CRC stromal cells, leading to collagen alignment. To test this hypothesis, we developed a method to determine which genes are associated with collagen alignment and DDR1 expression. To do this, 30 μm thick CRC sections are imaged using a Nikon AX multiphoton microscope by second harmonic generation imaging, which permits label-free imaging of collagen fibers. Spatial heatmaps of the collagen alignment are generated from the resulting images. Spatial transcriptomics is performed on a serial tumor section using the Visium v2 platform and the gene expression matrix is integrated with the collagen alignment heatmap data. As proof-of-principle, two CRC tumors have been analyzed using this method. Highly aligned regions were found to be associated with expression of genes involved in extracellular matrix organization, keloidal collagen and specific fibroblast subtypes. Genes which may be regulated by DDR1 cECD and be involved in collagen alignment will be confirmed at the protein level by multiplexed immunofluorescence on serial sections and in vitro experiments. This method will provide a rich dataset to elucidate the roles of supermeres and DDR1 cECD in T-cell exclusion and collagen fiber alignment and may support the discovery of new strategies to overcome immune exclusion in CRC. Citation Format: Maxwell S. Hamilton, Oleg Tutanov, Harsimran Kaur, Alan J. Simmons, Clark Massick, Kasey Vickers, Ken S. Lau, Ambra Pozzi, Robert J. Coffey. Integrating spatial transcriptomics and second harmonic generation imaging to identify targets of supermere-associated Discoidin Domain Receptor 1 involved in collagen alignment [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Tumor-body Interactions: The Roles of Micro- and Macroenvironment in Cancer; 2024 Nov 17-20; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(22_Suppl):Abstract nr A033.
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