Biology subjects

Kriel, J.

Publications and source records attributed to Kriel, J..

4 recordsLinked to original sources

bioRxiv2024

An integrative spatial multi-omic workflow for unified analysis of tumor tissue

Combining molecular profiling with imaging techniques has advanced the field of spatial biology, offering new insights into complex biological processes. Focusing on diffuse IDH-mutated low-grade glioma, this study presents a workflow for Spatial Multi-omics Integration, SMINT, specifically combining spatial transcriptomics and spatial metabolomics. Our workflow incorporates both existing and custom-developed computational tools to enable cell segmentation and registration of spatial coordinates from both modalities to a common coordinate framework. During our investigation of cell segmentation strategies, we found that nuclei-only segmentation, while containing only 40% of segmented cell transcripts, enables accurate cell type annotation, but does not account for multinucleated cells. Our integrative workflow including cell-morphology segmentation identified distinct cellular neighborhoods at the infiltrating edge of gliomas, which were enriched in multinucleated and oligodendrocyte-lineage tumor cells, that may drive tumor invasion into the normal cortical layers of the brain. HighlightsO_LIAlignment and integrated analysis of spatial transcriptomic and metabolomic data C_LIO_LINuclei-only and cell-morphology segmentations are concordant for cell annotation C_LIO_LISpatially distinct regions are conserved in transcriptomic and metabolomic datasets C_LIO_LIMulti-omic exploration of glioma leading edge identifies novel biological features C_LI

bioinformatics↗

bioRxiv2024

Mycobacterium tuberculosis ESX-T7SS impacts the 3D architecture of tuberculous lesion in susceptible mice

Tuberculosis (TB) is characterized by the formation of heterogenous, immune-rich granulomas present in various forms in the lungs. Both host and pathogen contribute to this heterogeneity however the molecular and cellular drivers of within-host granuloma heterogeneity remain to be fully elucidated. This knowledge gap is due to a lack of experimental approaches that can fully capture the complex dynamics of the lung architecture, dynamics of host-pathogen interplay and pathogenesis. Here, we developed an approach that combines PACT-based clearing with light sheet fluorescent microscopy for visualizing lesion architecture development and lung involvement in M. tuberculosis-infected C3HeB/FeJ susceptible mice. This 3D modelling of whole lung lobes approach revealed critical architectural features in lesion development and lung involvement that were not apparent using traditional thin section imaging. Wild type M. tuberculosis infection triggered a clear and well-organized granulomatous-like organization with substantial growth throughout the infection period that invaded a high percentage of the total lung volume. In contrast, infection with the avirulent ESX-1 deletion mutant strain Mtb {Delta}RD1 showed an altered growth pattern with diffuse and sparsely organized CD11b recruitment to sites of infection. Moreover, most of the Mtb {Delta}RD1-triggered lesions were present in the periphery of the lungs and did not display any formal organization. We further provide a novel way of interrogating PACT-cleared tissue for high ultrastructural content using volumetric correlative light and electron microscopy, allowing individual immune cell populations to be tracked and their fate within the granuloma captured. Ultimately, the combination of both modalities allowed an unprecedented view of the architectural distribution of M. tuberculosis in the lungs and the progression of lesion development over time. Our data highlight that ESX-1 from M. tuberculosis is required for lesion architecture progression in a susceptible mouse model of TB.

microbiology↗

bioRxiv2023

Altered neutrophil extracellular traps in response to Mycobacterium tuberculosis in persons living with HIV with no previous TB and negative TST and IGRA

Persons living with HIV (PLWH) have an increased risk for tuberculosis (TB). After prolonged and repeated exposure, some PLWH never develop TB and test persistently negative in tests of immune sensitization tuberculin skin test (TST) and interferon gamma release assays (IGRA) for Mycobacterium tuberculosis (Mtb). This group has been identified and defined as HIV+ persistently TB, tuberculin and IGRA negative (HITTIN). To investigate potential innate mechanisms unique to individuals with the HITTIN phenotype we compared their neutrophil Mtb infection response to that of PLWH, with no TB history, but who test persistently IGRA positive, and tuberculin positive (HIT). Neutrophil samples from 17 HITTIN (PMNHITTIN) and 11 HIT (PMNHIT) were isolated and infected with Mtb H37Rv for 1h and 6h. RNA was extracted and used for RNAseq analysis. At 1h of Mtb infection, PMNHITTIN displayed 151 significantly upregulated and 40 significantly downregulated differentially expressed genes (DEGs) and PMNHIT 98 significantly upregulated and 11 significantly downregulated DEGs. At the 6h timepoint, PMNHITTIN displayed 3106 significantly upregulated and 3548 significantly downregulated DEGs while PMNHIT had 3816 significantly up- and 3794 significantly downregulated DEGs. There was no significant differential transcriptional response at 1h between infected PMNHITTIN and PMNHIT. However, when contrasting the log2FC 6h infection response to Mtb from PMNHITTIN against PMNHIT, 2285 genes showed significant differential response between the two groups. Apoptosis and NETosis were key pathways linked to the enrichment of genes in PMNHITTIN when contrasted to PMNHIT after 6h infection with Mtb. Fluorescence microscopy revealed relatively lower neutrophil extracellular trap formation and cell loss in PMNHITTIN compared to PMNHIT, showing that PMNHITTIN have a distinct response to Mtb.

genetics↗

bioRxiv2020

Mitochondrial event localiser (MEL) to quantitatively describe fission, fusion and depolarisation in the three-dimensional space

Mitochondrial fission and fusion play an important role not only in maintaining mitochondrial homeostasis but also in preserving overall cellular viability. However, quantitative analysis based on the three-dimensional localisation of these highly dynamic mitochondrial events in the cellular context has not yet been accomplished. Moreover, it remains largely uncertain where in the mitochondrial network depolarisation is most likely to occur. We present the mitochondrial event localiser (MEL), a method that allows high-throughput, automated and deterministic localisation and quantification of mitochondrial fission, fusion and depolarisation events in large three-dimensional microscopy time-lapse sequences. In addition, MEL calculates the number of mitochondrial structures as well as their combined and average volume for each image frame in the time-lapse sequence. The mitochondrial event locations can subsequently be visualised by superposition onto the fluorescence micrograph z-stack. We apply MEL to both control samples as well as cells that have been treated with hydroxychloroquine sulphate (HCQ) and observe that fission and fusion events mostly occur around the terminal branches of the mitochondrial network, with few events detected in the strongly networked areas such as the perinuclear region. Depolarisation was most abundant in the HCQ treated samples, with the majority of the depolarisation events occurring in the cell periphery.

bioinformatics↗