ABSTRACT
Due to bladder tumors' contact with urine, urine-derived cells (UDCs) may serve as a surrogate for monitoring the tumor microenvironment (TME) in bladder cancer (BC). However, the composition of UDCs and the extent to which they mirror the tumor remain poorly characterized. We generated the first single-cell RNA-sequencing of BC patient UDCs with matched tumor and peripheral blood mononuclear cells (PBMC). BC urine was more cellular than healthy donor (HD) urine, containing multiple immune populations including myeloid cells, CD4+ and CD8+ T cells, natural killer (NK) cells, B cells, and dendritic cells (DCs) in addition to tumor and stromal cells. Immune UDCs were transcriptionally more similar to tumor than blood. UDCs encompassed cytotoxic and activated CD4+ T cells, exhausted and tissue-resident memory CD8+ T cells, macrophages, germinal-center-like B cells, tissue-resident and adaptive NK cells, and regulatory DCs found in tumor but lacking or absent in blood. Our findings suggest BC UDCs may be surrogates for the TME and serve as therapeutic biomarkers.
Subject(s)
Tumor Microenvironment , Urinary Bladder Neoplasms , Urinary Bladder Neoplasms/immunology , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Humans , Tumor Microenvironment/immunology , Male , Killer Cells, Natural/immunology , Female , CD8-Positive T-Lymphocytes/immunology , Aged , CD4-Positive T-Lymphocytes/immunology , Single-Cell Analysis/methods , Dendritic Cells/immunology , Middle Aged , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , RNA-Seq , Single-Cell Gene Expression AnalysisABSTRACT
Interactions within the tumor microenvironment (TME) significantly influence tumor progression and treatment responses. While single-cell RNA sequencing (scRNA-seq) and spatial genomics facilitate TME exploration, many clinical cohorts are assessed at the bulk tissue level. Integrating scRNA-seq and bulk tissue RNA-seq data through computational deconvolution is essential for obtaining clinically relevant insights. Our method, ProM, enables the examination of major and minor cell types. Through evaluation against existing methods using paired single-cell and bulk RNA sequencing of human urothelial cancer (UC) samples, ProM demonstrates superiority. Application to UC cohorts treated with immune checkpoint inhibitors reveals pre-treatment cellular features associated with poor outcomes, such as elevated SPP1 expression in macrophage/monocytes (MM). Our deconvolution method and paired single-cell and bulk tissue RNA-seq dataset contribute novel insights into TME heterogeneity and resistance to immune checkpoint blockade.
ABSTRACT
INTRODUCTION: The function of the vocal folds (VFs) is determined by the phenotype, abundance, and distribution of differentiated cells within specific microenvironments. Identifying this histologic framework is crucial in understanding laryngeal disease. A paucity of studies investigating VF cellular heterogeneity has been undertaken. Here, we examined the cellular landscape of human VFs by utilizing single-nuclei RNA-sequencing. METHODS: Normal true VF tissue was excised from five patients undergoing pitch elevation surgery. Tissue was snap frozen in liquid nitrogen and subjected to cellular digestion and nuclear extraction. Nuclei were processed for single-nucleus sequencing using the 10X Genomics Chromium platform. Sequencing reads were assembled using cellranger and analyzed with the scanpy package in python. RESULTS: RNA sequencing revealed 18 global cell clusters. While many were of epithelial origin, expected cell types, such as fibroblasts, immune cells, muscle cells, and endothelial cells were present. Subcluster analysis defined unique epithelial, immune, and fibroblast subpopulations. CONCLUSION: This study evaluated the cellular heterogeneity of normal human VFs by utilizing single-nuclei RNA-sequencing. With further confirmation through additional spatial sequencing and microscopic imaging, a novel cellular map of the VFs may provide insight into new cellular targets for VF disease. LEVEL OF EVIDENCE: NA Laryngoscope, 134:3193-3200, 2024.
Subject(s)
Sequence Analysis, RNA , Vocal Cords , Humans , Vocal Cords/pathology , Sequence Analysis, RNA/methods , Male , Cell Nucleus/genetics , Single-Cell Analysis/methods , Middle Aged , FemaleABSTRACT
BACKGROUND: Scientific evidence highlights the influence of biological sex on the relationship between stress and metabolic dysfunctions. However, there is limited understanding of how diet and stress concurrently contribute to metabolic dysregulation in both males and females. Our study aimed to investigate the combined effects of high-fat diet (HFD) induced obesity and repeated stress on fear-related behaviors, metabolic, immune, and hypothalamic outcomes in male and female mice. METHODS: To investigate this, we used a highly reliable rodent behavioral model that faithfully recapitulates key aspects of post-traumatic stress disorder (PTSD)-like fear. We subjected mice to footshock stressor followed by a weekly singular footshock stressor or no stressor for 14 weeks while on either an HFD or chow diet. At weeks 10 and 14 we conducted glucose tolerance and insulin sensitivity measurements. Additionally, we placed the mice in metabolic chambers to perform indirect calorimetric measurements. Finally, we collected brain and peripheral tissues for cellular analysis. RESULTS: We observed that HFD-induced obesity disrupted fear memory extinction, increased glucose intolerance, and affected energy expenditure specifically in male mice. Conversely, female mice on HFD exhibited reduced respiratory exchange ratio (RER), and a significant defect in glucose tolerance only when subjected to repeated stress. Furthermore, the combination of repeated stress and HFD led to sex-specific alterations in proinflammatory markers and hematopoietic stem cells across various peripheral metabolic tissues. Single-nuclei RNA sequencing (snRNAseq) analysis of the ventromedial hypothalamus (VMH) revealed microglial activation in female mice on HFD, while male mice on HFD exhibited astrocytic activation under repeated stress. CONCLUSIONS: Overall, our findings provide insights into complex interplay between repeated stress, high-fat diet regimen, and their cumulative effects on health, including their potential contribution to the development of PTSD-like stress and metabolic dysfunctions, emphasizing the need for further research to fully understand these interconnected pathways and their implications for health.
In our study, we attempted to investigate how the combination of diet, stress, and sex can affect various aspects of health in mice. Specifically, we aimed to elucidate the neurobiology of underlying stress and metabolic dysfunction with a focus on sex-specific differences. We recognize that stress and metabolic disorders often co-occur and exhibit distinct patterns between sexes. In the present study, we observed that male mice fed a high-fat diet exhibited an inability to extinguish fear memory, mirroring a hallmark symptom observed in PTSD patients. We also observed sex-specific differences in metabolic and immune function in response to the diet and stress challenge. We uncovered that both repeated stress and a HFD can induce alterations in the quantity and types of immune cells present in various peripheral tissues, suggesting potential pathways through which metabolic diseases may develop. Our investigation further revealed that the ventromedial hypothalamus, responsible for regulating metabolism and stress behavior, exhibited distinct transcriptomic activity patterns in males and females. These findings shed light on the complex connections between high fat diet, stress levels, and overall health, emphasizing the importance of continued research in this area.
Subject(s)
Diet, High-Fat , Energy Metabolism , Mice, Inbred C57BL , Sex Characteristics , Stress, Psychological , Animals , Male , Female , Stress, Psychological/metabolism , Ventromedial Hypothalamic Nucleus/metabolism , Obesity/metabolism , Obesity/psychology , Behavior, Animal , Fear , MiceABSTRACT
Parkinson's disease (PD) is characterized pathologically by the loss of dopaminergic (DA) neurons in the substantia nigra (SN). Whether cell types beyond DA neurons in the SN show vulnerability in PD remains unclear. Through transcriptomic profiling of 315,867 high-quality single nuclei in the SN from individuals with and without PD, we identified cell clusters representing various neuron types, glia, endothelial cells, pericytes, fibroblasts, and T cells and investigated cell type-dependent alterations in gene expression in PD. Notably, a unique neuron cluster marked by the expression of RIT2, a PD risk gene, also displayed vulnerability in PD. We validated RIT2-enriched neurons in midbrain organoids and the mouse SN. Our results demonstrated distinct transcriptomic signatures of the RIT2-enriched neurons in the human SN and implicated reduced RIT2 expression in the pathogenesis of PD. Our study sheds light on the diversity of cell types, including DA neurons, in the SN and the complexity of molecular and cellular changes associated with PD pathogenesis.
Subject(s)
Endothelial Cells , Parkinson Disease , Humans , Animals , Mice , Parkinson Disease/genetics , Substantia Nigra , Dopaminergic Neurons , NeurogliaABSTRACT
In addition to their intrinsic rewarding properties, opioids can also evoke aversive reactions that protect against misuse. Cellular mechanisms that govern the interplay between opioid reward and aversion are poorly understood. We used whole-brain activity mapping in mice to show that neurons in the dorsal peduncular nucleus (DPn) are highly responsive to the opioid oxycodone. Connectomic profiling revealed that DPn neurons innervate the parabrachial nucleus (PBn). Spatial and single-nuclei transcriptomics resolved a population of PBn-projecting pyramidal neurons in the DPn that express µ-opioid receptors (µORs). Disrupting µOR signaling in the DPn switched oxycodone from rewarding to aversive and exacerbated the severity of opioid withdrawal. These findings identify the DPn as a key substrate for the abuse liability of opioids.
Subject(s)
Analgesics, Opioid , Avoidance Learning , Opioid-Related Disorders , Oxycodone , Parabrachial Nucleus , Prefrontal Cortex , Receptors, Opioid, mu , Reward , Animals , Male , Mice , Analgesics, Opioid/pharmacology , Connectome , Mice, Inbred C57BL , Neurons/metabolism , Neurons/physiology , Opioid-Related Disorders/metabolism , Oxycodone/pharmacology , Parabrachial Nucleus/metabolism , Prefrontal Cortex/metabolism , Prefrontal Cortex/drug effects , Prefrontal Cortex/physiology , Pyramidal Cells/metabolism , Receptors, Opioid, mu/metabolism , Receptors, Opioid, mu/genetics , Substance Withdrawal Syndrome/metabolism , TranscriptomeABSTRACT
Immunotherapies have shown great promise in pleural mesothelioma (PM), yet most patients still do not achieve significant clinical response, highlighting the importance of improving understanding of the tumor microenvironment (TME). Here, we utilized high-throughput, single-cell RNA-sequencing to de novo identify 54 expression programs and construct a comprehensive cellular catalogue of the PM TME. We found four cancer-intrinsic programs associated with poor disease outcome and a novel fetal-like, endothelial cell population that likely responds to VEGF signaling and promotes angiogenesis. Throughout cellular compartments, we observe substantial difference in the TME associated with a cancer-intrinsic sarcomatoid signature, including enrichment in fetal-like endothelial cells, CXCL9+ macrophages, cytotoxic, exhausted, and regulatory T cells, which we validated using imaging and bulk deconvolution analyses on independent cohorts. Finally, we show, both computationally and experimentally, that NKG2A-HLA-E interaction between NK and tumor cells represents an important new therapeutic axis in PM, especially for epithelioid cases.