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Al-Khalidi, S.

Publications and source records attributed to Al-Khalidi, S..

3 recordsLinked to original sources

CYCLOPS: an open end-to-end platform for cyclic multiplex imaging and single-cell phenotyping

Multiplex immunofluorescent imaging enables deep spatial profiling of protein expression in tissues but is often limited by reliance on proprietary reagents, dedicated hardware, and closed analysis ecosystems. Here we present CYCLOPS (Cyclic Open Platform for Spatial Proteomics), an end-to-end, open-source workflow for cyclic multiplex imaging and single-cell phenotyping using standard microscopy infrastructure. CYCLOPS integrates an Arduino-based automated fluidics system, an open-chamber stage insert, and antibody-oligonucleotide conjugation based entirely on published chemistries and off-the-shelf components. We demonstrate robust and reproducible antibody conjugation, high-quality multiplexed staining, and stable imaging across >10 cycles with minimal drift (<1 {micro}m) and consistent fluorescence retention with low signal carry-over. The system supports efficient buffer exchange and consistent performance across multiple markers and imaging rounds. Using confocal microscopy, the workflow is compatible with three-dimensional imaging, enabling multiplexed analysis of volumetric tissue structures. To enable quantitative analysis, we establish an open-source image processing and analysis pipeline for single-cell feature extraction and phenotypic classification, avoiding reliance on proprietary software or black-box workflows. This framework integrates image registration, segmentation, and supervised classification to generate biologically interpretable single-cell data. Together, CYCLOPS provides a flexible and accessible platform for cyclic multiplex imaging, lowering barriers to adoption and enabling broader use of spatial proteomics across diverse research settings. This accessible framework democratizes high-plex imaging by enabling any laboratory with a standard confocal microscope to perform iterative multiplexing without reliance on proprietary reagents or hardware.

Cell Biology↗

Integrin inactivation slows down neutrophils congesting the pre-metastatic lung in a model of breast cancer

Neutrophils are thought to be critical to the process whereby breast cancers establish an immunosuppressive and tumour cell nurturing pre-metastatic niche before overt metastasis can be detected. However, the spatial localization of neutrophils and their interaction with other cell types in the lung pre-metastatic niche is not well described. We used a spontaneously metastatic mammary cancer model combined with a multiplexed three- and four-dimensional imaging approach to investigate the behaviour of neutrophils in the pre-metastatic niche. Volume fixed tissue three-dimensional imaging showed that approximately 40% of CD8+ T cells are adjacent to neutrophils at this stage. In live tissue, we found neutrophils with impaired intravascular motility congested the capillaries of pre-metastatic lungs potentially obstructing CD8+ T cells. Slowed neutrophil transit was dependent on the conformation of {beta}2-integrin and could be recapitulated by treating non-tumour bearing mice with G-CSF, a potent systemic mediator of granulopoiesis. We found a decrease in L-selectin (CD62L) on neutrophils in the lungs of both mammary tumour bearing and G-CSF treated mice. Finally, we observed differential accumulation of intravenously injected micro-beads in the lung, suggestive of transient circulatory dead spaces which were also dependent on {beta}2-integrin inactivation. Overall, our study proposes that integrin-mediated neutrophil congestion of the alveolar capillaries could contribute to the generation of the pulmonary pre-metastatic niche.

immunology↗

Specialized Tfh cell subsets driving type-1 and type-2 humoral responses in lymphoid tissue

Effective antibody responses are essential to generate protective humoral immunity. Different inflammatory signals polarize T cells towards an appropriate effector phenotype during an infection or immunization. Th1 and Th2 cells have been associated with the polarization of humoral responses for several decades. However, it is now established that T follicular helper cells (Tfh) have a unique ability to access the B cell follicle and support the Germinal Centre (GCs) responses by providing help to B cells. We investigated the specialization of Tfh cells induced under type-1 and type-2 conditions. We first studied homogenous Tfh cell populations generated by adoptively transferred TCR-transgenic T cells in mice immunized with type-1 and type-2 adjuvants. Using a machine learning approach, we established a gene expression signature that discriminates Tfh cells polarized towards type-1 and type-2 response, defined as Tfh1 and Tfh2 cells. The Tfh1 and Tfh2 distinct signature was validated against datasets of Tfh cells induced following LCMV or helminth infection. Using single-cell transcriptomics, we also dissected the heterogeneity of Tfh cells from the two immunizing conditions. Our results show that Tfh cells acquire a specialized function under distinct types of immune responses, but with the coexistence of a small population of Tfh cells of the alternative type. Furthermore, the specific molecular hallmarks of Tfh1 and Tfh2 cells identified herein offer putative new targets for tuning humoral responses.

immunology↗