Abstract 1364: Spatially resolved T-cell receptor profiling elucidates relationships between TCR diversity, immune infiltration, and cancer-associated pathways

As T-cells mature, genes encoding T-cell receptor (TCR) segments are somatically recombined to generate a diverse repertoire of receptors specific to unique antigens. The resultant TCR diversity, and subsequent clonal expansion events, are critical in understanding the adaptive immune response to pathogens and cancers. While many methods have been developed to determine specific clonotypes and overall TCR diversity present in various tissues, these methods to date have failed to capture spatial orientation and arrangement of T-cells engaging with their microenvironment. Tracking T-cell migration and infiltration into the tumor has thus been limited to post-hoc low-plex profiling methods. To better understand T-cell localization during tumor development, we have developed a TCR profiling panel for the GeoMx® Digital Spatial Profiler that can be combined with the GeoMx Cancer Transcriptome Atlas (CTA) or Human Whole Transcriptome Atlas (WTA). This novel spatial assay enables simultaneous quantification of all functional TCR constant, variable and joining segments in situ along with transcriptome-wide gene expression profiling in spatially defined regions of a tissue. We validated the performance of the TCR probe pool in inflamed tonsil and cell pellet arrays, demonstrating comparable sensitivity and specificity relative to orthogonal methods. We next used the GeoMx TCR spike-in panel to characterize intra- and inter-patient TCR heterogeneity in a cohort of 68 T-cell lymphomas to track clonal interactions between the malignant and non-malignant immune microenvironment. We demonstrate the ability to link the spatial context of TCR segment expression to activation of malignant signaling cascades as well as non-cancerous T-cell response to the presence of other immune cells and cancer-associated signaling. Together, the combination of our TCR spike-in panel with the CTA or WTA illuminates spatial distribution of T-cell clones paving the way for studies to comprehensively link TCR clonality changes to the tumor microenvironment.

FOR RESEARCH USE ONLY. Not for use in diagnostic procedures.

Citation Format: Michelle A. Kriner, Katrina van Raay, Jason W. Reeves, Kit A. Fuhrman, Andrew Klock, Alecksandr Kutchma, Erin Piazza, Joseph Beechem. Spatially resolved T-cell receptor profiling elucidates relationships between TCR diversity, immune infiltration, and cancer-associated pathways [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1364.

High-Plex Spatial RNA Profiling Reveals Cell Type‒Specific Biomarker Expression during Melanoma Development

Early diagnosis of melanoma is critical for improved survival. However, the biomarkers of early melanoma evolution and their origin within the tumor and its microenvironment, including the keratinocytes, are poorly defined. To address this, we used spatial transcript profiling that maintains the morphological tumor context to measure the expression of >1,000 RNAs in situ in patient-derived formalin-fixed, paraffin-embedded tissue sections in primary melanoma and melanocytic nevi. We profiled 134 regions of interest (each 200 μm in diameter) enriched in melanocytes, neighboring keratinocytes, or immune cells. This approach captured distinct expression patterns across cell types and tumor types during melanoma development. Unexpectedly, we discovered that S100A8 is expressed by keratinocytes within the tumor microenvironment during melanoma growth. Immunohistochemistry of 252 tumors showed prominent keratinocyte-derived S100A8 expression in melanoma but not in benign tumors and confirmed the same pattern for S100A8's binding partner S100A9, suggesting that injury to the epidermis may be an early and readily detectable indicator of melanoma development. Together, our results establish a framework for high-plex, spatial, and cell type‒specific resolution of gene expression in archival tissue applicable to the development of biomarkers and characterization of tumor microenvironment interactions in tumor evolution.

The serine transporter SdaC prevents cell lysis upon glucose depletion in Escherichia coli

The amino acid serine plays diverse metabolic roles, yet bacteria actively degrade exogenously provided serine via deamination to pyruvate. Serine deamination is thought to be a detoxification mechanism due to the ability of serine to inhibit several biosynthetic reactions, but this pathway remains highly active even in nutrient-replete conditions. While investigating the physiological roles of serine deamination in different growth conditions, we discovered that Escherichia coli cells lacking the sdaCB operon, which encodes the serine transporter SdaC and the serine deaminase SdaB, lyse upon glucose depletion in a medium containing no exogenous serine but all other amino acids and nucleobases. Unexpectedly, this lysis phenotype can be recapitulated by deleting sdaC alone and can be rescued by heterologous expression of SdaC. Lysis of ΔsdaC cells can be prevented by omitting glycine from the medium, inhibiting the glycine cleavage system, or by increasing alanine availability. Together, our results reveal that the serine transporter SdaC plays a critical role in maintaining amino acid homeostasis during shifts in nutrient availability in E. coli.

RNA secondary structures regulate three steps of Rho-dependent transcription termination within a bacterial mRNA leader

Transcription termination events in bacteria often require the RNA helicase Rho. Typically, Rho promotes termination at the end of coding sequences, but it can also terminate transcription within leader regions to implement regulatory decisions. Rho-dependent termination requires initial recognition of a Rho utilization (rut) site on a nascent RNA by Rho's primary binding surface. However, it is presently unclear what factors determine the location of transcription termination, how RNA secondary structures influence this process and whether mechanistic differences distinguish constitutive from regulated Rho-dependent terminators. We previously demonstrated that the 5′ leader mRNA of the Salmonella corA gene can adopt two mutually exclusive conformations that dictate accessibility of a rut site to Rho. We now report that the corA leader also controls two subsequent steps of Rho-dependent termination. First, the RNA conformation that presents an accessible rut site promotes pausing of RNA polymerase (RNAP) at a single Rho-dependent termination site over 100 nt downstream. Second, an additional RNA stem-loop promotes Rho activity and controls the location at which Rho-dependent termination occurs, despite having no effect on initial Rho binding to the corA leader. Thus, the multi-step nature of Rho-dependent termination may facilitate regulation of a given coding region by multiple cytoplasmic signals.

Bacterial Mg2+ homeostasis, transport, and virulence

Organisms must maintain physiological levels of Mg(2+) because this divalent cation is critical for the stabilization of membranes and ribosomes, for the neutralization of nucleic acids, and as a cofactor in a variety of enzymatic reactions. In this review, we describe the mechanisms that bacteria utilize to sense the levels of Mg(2+) both outside and inside the cytoplasm. We examine how bacteria achieve Mg(2+) homeostasis by adjusting the expression and activity of Mg(2+) transporters and by changing the composition of their cell envelope. We discuss the connections that exist between Mg(2+) sensing, Mg(2+) transport, and bacterial virulence. Additionally, we explore the logic behind the fact that bacterial genomes encode multiple Mg(2+) transporters and distinct sensing systems for cytoplasmic and extracytoplasmic Mg(2+). These analyses may be applicable to the homeostatic control of other cations.