Cellular Profiles Research Articles

ESQmodel: biologically informed evaluation of 2-D cell segmentation quality in multiplexed tissue images.

Single cell segmentation is critical in the processing of spatial omics data to accurately perform cell type identification and analyze spatial expression patterns. Segmentation methods often rely on semi-supervised annotation or labeled training data which are highly dependent on user expertise. To ensure the quality of segmentation, current evaluation strategies quantify accuracy by assessing cellular masks or through iterative inspection by pathologists. While these strategies each address either the statistical or biological aspects of segmentation, there lacks a unified approach to evaluating segmentation accuracy. In this article, we present ESQmodel, a Bayesian probabilistic method to evaluate single cell segmentation using expression data. By using the extracted cellular data from segmentation and a prior belief of cellular composition as input, ESQmodel computes per cell entropy to assess segmentation quality by how consistent cellular expression profiles match with cell type expectations. Source code is available on Github at: https://github.com/Roth-Lab/ESQmodel.

Releasable, Immune-Instructive, Bioinspired Multilayer Coating Resists Implant-Induced Fibrosis while Accelerating Tissue Repair.

Implantable biomaterials trigger foreign body reactions (FBRs), which reduces the functional life of medical devices and prevents effective tissue regeneration. Although existing therapeutic approaches can circumvent collagen-rich fibrotic encapsulation secondary to FBRs, they disrupt native tissue repair. Herein, a new surface engineering strategy in which an apoptotic-mimetic, immunomodulatory, phosphatidylserine liposome (PSL) is released from an implant coating to induce the formation of a macrophage phenotype that mitigates FBRs and improves tissue healing is described. PSL-multilayers constructed on implant surfaces via the layer-by-layer method release PSLs over a 1-month period. In rat muscles, poly(etheretherketone) (PEEK), a nondegradable polymer implant model, induces FBRs with dense fibrotic scarring under an aberrant cellular profile that recruits high levels of inflammatory infiltrates, foreign body giant cells (FBGCs), scar-forming myofibroblasts, and inflammatory M1-like macrophages but negligible amounts of anti-inflammatory M2-like phenotypes. However, the PSL-multilayer coating markedly diminishes these detrimental signatures by shifting the macrophage phenotype. Unlike other therapeutics, PSL-multilayered coatings also stimulate muscle regeneration. This study demonstrates that PSL-multilayered coatings are effective in eliminating FBRs and promoting regeneration, hence offering potent and broad applications for implantable biomaterials.

Using focused ultrasound to modulate microglial structure and function.

Transcranial focused ultrasound (FUS) has the unique ability to target regions of the brain with high spatial precision, in a minimally invasive manner. Neuromodulation studies have shown that FUS can excite or inhibit neuronal activity, demonstrating its tremendous potential to improve the outcome of neurological diseases. Recent evidence has also shed light on the emerging promise that FUS has, with and without the use of intravenously injected microbubbles, in modulating the blood-brain barrier and the immune cells of the brain. As the resident immune cells of the central nervous system, microglia are at the forefront of the brain's maintenance and immune defense. Notably, microglia are highly dynamic and continuously survey the brain parenchyma by extending and retracting their processes. This surveillance activity aids microglia in performing key physiological functions required for brain activity and plasticity. In response to stressors, microglia rapidly alter their cellular and molecular profile to help facilitate a return to homeostasis. While the underlying mechanisms by which both FUS and FUS + microbubbles modify microglial structure and function remain largely unknown, several studies in adult mice have reported changes in the expression of the microglia/macrophage marker ionized calcium binding adaptor molecule 1, and in their phagocytosis, notably of protein aggregates, such as amyloid beta. In this review, we discuss the demonstrated and putative biological effects of FUS and FUS + microbubbles in modulating microglial activities, with an emphasis on the key cellular and molecular changes observed in vitro and in vivo across models of brain health and disease. Understanding how this innovative technology can modulate microglia paves the way for future therapeutic strategies aimed to promote beneficial physiological microglial roles, and prevent or treat maladaptive responses.

Single-cell RNA landscape of osteoimmune microenvironment in osteoporotic vertebral compression fracture and Kümmell's disease.

Background: Single-cell RNA sequencing (scRNA-seq) enables specific analysis of cell populations at single-cell resolution; however, there is still a lack of single-cell-level studies to characterize the dynamic and complex interactions between osteoporotic vertebral compression fractures (OVCFs) and Kümmell's disease (KD) in the osteoimmune microenvironment. In this study, we used scRNA-seq analysis to investigate the osteoimmune microenvironment and cellular composition in OVCFs and KD. Methods: ScRNA-seq was used to perform analysis of fractured vertebral bone tissues from one OVCF and one KD patients, and a total of 8,741 single cells were captured for single-cell transcriptomic analysis. The cellularity of human vertebral bone tissue was further analyzed using uniform manifold approximation and projection. Pseudo-time analysis and gene enrichment analysis revealed the biological function of cell fate and its counterparts. CellphoneDB was used to identify the interactions between bone cells and immune cells in the osteoimmune microenvironment of human vertebral bone tissue and their potential functions. Results: A cellular profile of the osteoimmune microenvironment of human vertebral bone tissue was established, including mesenchymal stem cells (MSCs), pericytes, myofibroblasts, fibroblasts, chondrocytes, endothelial cells (ECs), granulocytes, monocytes, T cells, B cells, plasma cells, mast cells, and early erythrocytes. MSCs play an immunoregulatory function and mediate osteogenic differentiation and cell proliferation. The differentiation trajectory of osteoclasts in human vertebral bone tissue was also revealed. In addition, ECs actively participate in inflammatory infiltration and coupling with bone cells. T and B cells actively participate in regulating bone homeostasis. Finally, by identifying the interaction of ligand-receptor pairs, we found that immune cells and osteoclasts have bidirectional regulatory characteristics, have the effects of regulating bone resorption by osteoclasts and promoting bone formation, and are essential for bone homeostasis. It is also highlighted that CD8-TEM cells and osteoclasts might crosstalk via CD160-TNFRSF14 ligand-receptor interaction. Conclusion: Our analysis reveals a differential landscape of molecular pathways, population composition, and cell-cell interactions during OVCF development into KD. OVCFs exhibit a higher osteogenic differentiation capacity, owing to abundant immune cells. Conversely, KD results in greater bone resorption than bone formation due to depletion of MSCs and a relatively suppressed immune system, and this immune imbalance eventually leads to vertebral avascular necrosis. The site of action between immune cells and osteoclasts is expected to be a new therapeutic target, and these results may accelerate mechanistic and functional studies of osteoimmune cell types and specific gene action in vertebral avascular necrosis and pathological bone loss diseases, paving the way for drug discovery.

Transcriptomic and Proteomic Characterization of the Immune Response to Elective Spinal Reconstructive Surgery: Impact of Aging and Comparison with Traumatic Injury Response.

Major surgery triggers trauma-like stress responses linked to age, surgery duration, and blood loss, resembling polytrauma. This similarity suggests elective surgery as a surrogate model for studying polytrauma immune responses. We investigated stress responses across age groups and compared them with those of polytrauma patients. Patients undergoing major spinal reconstruction surgery were divided into older (age >65 years, n = 5) and young (age 18 to 39 years, n = 6) groups. A comparison group consisted of matched trauma patients (n = 8). Blood samples were collected before, during, and after surgery. Bone marrow mononuclear cells and peripheral blood mononuclear cells were analyzed using cellular indexing of transcriptomes and epitopes sequencing or single-cell RNA sequencing. Plasma was subjected to dual-platform proteomic analysis (SomaLogic and O-link). Response to polytrauma was highest within 4 hours. By comparison, the response to surgery was highest at 24 hours. Both insults triggered significant changes in cluster of differentiation 14 monocytes, with increased inflammation and lower major histocompatibility complex-class 2 expression. Older patient's cluster of differentiation 14 monocytes displayed higher inflammation and less major histocompatibility complex-class 2 suppression; a trend was also seen in bone marrow mononuclear cells. Although natural killer cells were markedly activated after polytrauma, they were suppressed after surgery, especially in older patients. In plasma, innate immunity proteins dominated at 24 hours, shifting to adaptive immunity proteins by 6 weeks with heightened inflammation in older patients. Senescence-associated secretory phenotype proteins were higher in older patients at baseline and further elevated during and after surgery. Although both major surgery and polytrauma initiate immune and stress responses, substantial differences exist in timing and cellular profiles, suggesting major elective surgery is not a suitable surrogate for the polytrauma response. Nonetheless, distinct responses in young vs older patients highlight the utility of elective spinal in studying patient-specific factors affecting outcomes after major elective surgery.

A systemic approach to identify non-abundant immunogenic proteins in Lyme disease pathogens.

Borrelia burgdorferi, the pathogen of Lyme disease, differentially produces many outer surface proteins (Osp), some of which represent the most abundant membrane proteins, such as OspA, OspB, and OspC. In cultured bacteria, these proteins can account for a substantial fraction of the total cellular or membrane proteins, posing challenges to the identification and analysis of non-abundant proteins, which could serve as novel pathogen detection markers or as vaccine candidates. Herein, we introduced serial mutations to remove these abundant Osps and generated a B. burgdorferi mutant deficient in OspA, OspB, and OspC in an infectious 297-isolate background, designated as OspABC- mutant. Compared to parental isolate, the mutant did not reflect growth defects in the cultured medium but showed differential mRNA expression of representative tested genes, in addition to gross changes in cellular and membrane protein profiles. The analysis of differentially detectable protein contents of the OspABC- mutant, as compared to the wild type, by two-dimensional gel electrophoresis followed by liquid chromatography-mass spectrometry, identified several spirochete proteins that are dominated by proteins of unknown functions, as well as membrane transporters, chaperons, and metabolic enzymes. We produced recombinant forms of two of these represented proteins, BBA34 and BB0238, and showed that these proteins are detectable during spirochete infection in the tick-borne murine model of Lyme borreliosis and thus serve as potential antigenic markers of the infection.IMPORTANCEThe present manuscript employed a systemic approach to identify non-abundant proteins in cultured Borrelia burgdorferi that are otherwise masked or hidden due to the overwhelming presence of abundant Osps like OspA, OspB, and OspC. As these Osps are either absent or transiently expressed in mammals, we performed a proof-of-concept study in which their removal allowed the analysis of otherwise less abundant antigens in OspABC-deficient mutants and identified several immunogenic proteins, including BBA34 and BB0238. These antigens could serve as novel vaccine candidates and/or genetic markers of Lyme borreliosis, promoting new research in the clinical diagnosis and prevention of Lyme disease.

Phenotyping EMT and MET cellular states in lung cancer patient liquid biopsies at a personalized level using mass cytometry

Malignant pleural effusions (MPEs) can be utilized as liquid biopsy for phenotyping malignant cells and for precision immunotherapy, yet MPEs are inadequately studied at the single-cell proteomic level. Here we leverage mass cytometry to interrogate immune and epithelial cellular profiles of primary tumors and pleural effusions (PEs) from early and late-stage non-small cell lung cancer (NSCLC) patients, with the goal of assessing epithelial-mesenchymal transition (EMT) and mesenchymal-epithelial transition (MET) states in patient specimens. By using the EMT–MET reference map PHENOSTAMP, we observe a variety of EMT states in cytokeratin positive (CK+) cells, and report for the first time MET-enriched CK+ cells in MPEs. We show that these states may be relevant to disease stage and therapy response. Furthermore, we found that the fraction of CD33+ myeloid cells in PEs was positively correlated to the fraction of CK+ cells. Longitudinal analysis of MPEs drawn 2 months apart from a patient undergoing therapy, revealed that CK+ cells acquired heterogeneous EMT features during treatment. We present this work as a feasibility study that justifies deeper characterization of EMT and MET states in malignant cells found in PEs as a promising clinical platform to better evaluate disease progression and treatment response at a personalized level.

Systemic immunological profile of children with B-cell acute lymphoblastic leukemia: performance of cell populations and soluble mediators as serum biomarkers.

Children with B-cell acute lymphoblastic leukemia (B-ALL) have an immune imbalance that is marked by remodeling of the hematopoietic compartment, with effects on peripheral blood (PB). Although the bone marrow (BM) is the main maintenance site of malignancy, the frequency with which immune cells and molecules can be monitored is limited, thus the identification of biomarkers in PB becomes an alternative for monitoring the evolution of the disease. Here, we characterize the systemic immunological profile in children undergoing treatment for B-ALL, and evaluate the performance of cell populations, chemokines and cytokines as potential biomarkers during clinical follow-up. For this purpose, PB samples from 20 patients with B-ALL were collected on diagnosis (D0) and during induction therapy (days 8, 15 and 35). In addition, samples from 28 children were used as a control group (CG). The cellular profile (NK and NKT-cells, Treg, CD3+ T, CD4+ T and CD8+ T cells) and soluble immunological mediators (CXCL8, CCL2, CXCL9, CCL5, CXCL10, IL-6, TNF, IFN-γ, IL-17A, IL- 4, IL-10 and IL-2) were evaluated via flow cytometry immunophenotyping and cytometric bead array assay. On D0, B-ALL patients showed reduction in the frequency of cell populations, except for CD4+ T and CD8+ T cells, which together with CCL2, CXCL9, CXCL10, IL-6 and IL-10 were elevated in relation to the patients of the CG. On D8 and D15, the patients presented a transition in the immunological profile. While, on D35, they already presented an opposite profile to D0, with an increase in NKT, CD3+ T, CD4+ T and Treg cells, along with CCL5, and a decrease in the levels of CXCL9, CXCL10 and IL-10, thus demonstrating that B-ALL patients present a complex and dynamic immune network during induction therapy. Furthermore, we identified that many immunological mediators could be used to classify the therapeutic response based on currently used parameters. Finally, it is noted that the systemic immunological profile after remission induction still differs significantly when compared to the GC and that multiple immunological mediators performed well as serum biomarkers.

Novel SLC5A6 mutations lead to B lymphocyte maturation defects with metabolic abnormality rescuable by biotin replenishment

We characterized a family diagnosed with immunodeficiency disease presenting with low immunoglobulin levels and skin dyskeratosis. Exome sequencing revealed compound heterozygous missense variants in SLC5A6, the gene encoding a cellular sodium-dependent multivitamin transporter (SMVT) responsible for transporting vitamins, including biotin (vitamin B7). We showed that the biotin deficiency was caused by the SLC5A6 variants resulting in defective B cell differentiation and antibody deficiency. Altered cellular metabolic profiles, including aberrant mitochondrial respiration and reliance on glycolysis, may underlie the failure in plasma cell maturation. Replenishment of biotin improved plasma cell maturation and recovered the antibody producing activity in the patient and in a CRISPR-Cas9 gene-edited mouse model bearing a patient-specific SLC5A6 variant. Our results demonstrate the critical role of metabolic reprogramming in the maturation of plasma cells and nominate SLC5A6 as a causative gene for immunodeficiency that may be treated by biotin replenishment.

Abstract A046: Identification of paralog selective degraders of SMARCA2 and SMARCA4 for treatment of various cancers

Abstract Background: The BAF (SWI/SNF) chromatin remodeling complex comprises of two mutually exclusive ATPases, SMARCA2 (BRM) and SMARCA4 (BRG1), that affect the mobilization and positioning of nucleosomes on DNA and thereby regulate important cellular functions including transcription, DNA recombination, DNA repair and chromosome decatenation during mitosis. SMARCA4 is frequently overexpressed in several types of cancers. Overexpression has been linked to increased proliferation and survival, as well as aggressive tumors and poor prognosis. SMARCA4 knockdown in these tumors led to inhibition of proliferation and increased sensitivity to known chemotherapeutic agents, supporting the validity of targeting SMARCA4. Further, genetic silencing studies have established that the oncogenic activity of tumors lacking SMARCA4 is primarily driven by its paralog SMARCA2 containing residual SWI/SNF complex, suggesting the importance of targeting SMARCA2. Considering this well-established biological rationale, selective inhibition/degradation of either of these proteins should be very useful in precision oncology to achieve immense therapeutic benefit. Here we report selective degraders targeting either SMARCA4 or SMARCA2 that demonstrate distinct cellular phenotype. Methods and Results: As part of the initial design plan, selective SMARCA2/4 Bromodomain inhibitors and specific ligands of several E3 ligases were chosen to arrive at different degrader designs. A choice of linkers and different exit vectors were considered to construct a variety of heterobifunctional as well as monovalent degrader molecules. Our proprietary ternary complex modeling algorithm, ALMOND (ALgorithm for MOdeling Neosubstrate Degraders) helped in prioritizing the designs. Shortlisted compounds were synthesized and profiled in multiple cellular assays to understand their degradation potential. Several compounds that potently degrade either SMARCA2 or SMARCA4 selectively were identified. These compounds have shown distinct phenotype depending on the lineage as well as SMARCA2 and SMARCA4 status of the cell lines. As expected, SMARCA2 selective degraders showed exquisite sensitivity to SMARCA4 mutant cell lines (SK-MEL-5 & RERF-LC-A1 etc), whereas SMARCA4 selective degraders showed a distinct cellular sensitivity profile. Potent and selective compounds are being optimized further for their pharmacokinetic properties. Conclusions: Highly potent and selective degraders of either SMARCA2 or SMARCA4 were identified. While selective SMARCA2 degraders have been reported in the literature, to the best of our knowledge, no SMARCA4 selective degrader has been reported so far. Distinct cellular selectivity of these paralog selective degraders supports their further optimization towards advancing them to clinical trials. Citation Format: Chandrasekhar Abbineni, Kiran Aithal, Leena Khare, Sandeep Dukare V, Bilash Kuila, Megha Goyal, Khaji Abdul Rawoof, Dhaytadak Bhagwan Mahadeo, Bhagya M S Kumar, Premkumar M, Swetangini Sahu, Suraj T Gore, Lavanya Krishna N, Charamanna KB, Gopinath CH, Samiulla D S, Subhendu Mukherjee, Thomas Antony, Sanjeev Giri, Shekar Chelur, Kavitha Nellore, Girish Daginakatte, Murali Ramachandra, Susanta Samajdar. Identification of paralog selective degraders of SMARCA2 and SMARCA4 for treatment of various cancers [abstract]. In: Proceedings of the AACR-NCI-EORTC Virtual International Conference on Molecular Targets and Cancer Therapeutics; 2023 Oct 11-15; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2023;22(12 Suppl):Abstract nr A046.

Abstract LB_C19: Suppression of the antitumoral activity of natural killer cells by cancer-associated fibroblasts in a pancreatic TIME-on-Chip model

Abstract Background: Recently, natural killer (NK) cells emerged as a treatment option for various solid tumors. However, the immunosuppressive tumor immune microenvironment (TIME) can reduce the cytotoxic ability of NK cells in pancreatic ductal adenocarcinoma. Cancer-associated fibroblasts within the tumor stroma can suppress immune surveillance by dysregulating factors involved in the cellular activity of NK cells. Herein, the effect of activated pancreatic stellate cells (aPSCs) on NK cell-mediated anticancer efficacy under three-dimensional (3D) coculture conditions was investigated. Methods: 3D cocultures of PANC-1 tumor spheroids (TSs) with aPSCs and NK-92 cells in a collagen matrix were optimized to identify the occurring cellular interactions and differential cytokine profiles in conditioned media using microchannel chips. PANC-1 TSs and aPSCs were indirectly cocultured, whereas NK-92 cells were allowed to infiltrate the TS channel using convective medium flow. Results: Coculture with aPSCs promoted PANC-1 TSs growth and suppressed the antitumor cytotoxic effects of NK-92 cells. Mutual inhibition of cellular activity without compromising migration ability was observed between aPSCs and NK-92 cells. Moreover, the reduced killing activity of NK-92 cells was found to be related with reduced granzyme B expression in NK cells. Conclusions: Herein, a novel TIME-on-chip model based on the coculture of PANC-1 TSs, aPSCs, and NK-92 cells was described. This model may be useful for studying the detailed mechanisms underlying NK cells dysregulation and for exploring future therapeutic interventions to restore NK cell activity in the tumor microenvironment. Citation Format: Hyun-Ah Kim, Hyunsoo Kim, Min-Kyung Nam, Jong Kook Park, Moo-Yeal Lee, Seok Chung, Kyung-Mi Lee, Hyo-Jeong Kuh. Suppression of the antitumoral activity of natural killer cells by cancer-associated fibroblasts in a pancreatic TIME-on-Chip model [abstract]. In: Proceedings of the AACR-NCI-EORTC Virtual International Conference on Molecular Targets and Cancer Therapeutics; 2023 Oct 11-15; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2023;22(12 Suppl):Abstract nr LB_C19.

Whole Genome Deconvolution Unveils Alzheimer’s Resilient Epigenetic Signature.

AbstractBackgroundThe pathological hallmarks of Alzheimer’s disease (AD) are amyloid beta plaques and neurofibrillary tangles that usually progressively affect characteristic brain regions as individuals advance from latent to prodromal to severe AD dementia (ADD). An uncommon exception to coupled progression of disease burden and clinical impairment are resilient individuals who harbor a high pathological load sufficient to cause ADD yet remain cognitively normal. We hypothesize that determining the biological mechanisms of such underlying resilience to AD (RAD) will provide unique insights into therapeutic opportunities.MethodHere, we combined epigenetic sequencing data and an innovative computational algorithm to identify gene regulatory mechanisms and putative mediators distinguishing RAD from normal control and ADD at an unprecedented scale. We developed and validated a novel machine learning method, Cellformer, for deconvoluting bulk ATAC‐seq into cell type‐specific expression across the whole genome, leading to extensive regional and cellular chromatin profiling of RAD.ResultCellformer successfully deconvoluted in silico bulk ATAC‐seq data across cross‐validation iterations, achieving strong performances with a mean Spearman coefficient of 0.82 between deconvoluted and ground truth expressions, outperforming other approaches. Validation was performed using external single nucleus datasets and showed a significant correlation above 0.75 (P‐value<0.05) between deconvoluted cell type‐specific ATAC‐seq and single‐ATAC‐seq expressions for each cell type. Applied on 191 samples from normal control, RAD and ADD’s 3 brain regions, CellFormer predicted cell type‐specific expression of more than 41954 open chromatin regions (OCR), preserving regional and phenotypic variations. Downstream analysis of the derived RAD‐specific epigenetic features pinpointed the hippocampus, a region critical for learning and memory, as the major player in the resilience, modulating synaptic and neuronal process in a cell‐type specific manner.ConclusionCellformer opens new perspectives to advance bulk analysis and understand biological mechanisms using cost effective bulk sequencing. Through this study, we showed that cell type‐resolved data nominated potential epigenetic and transcriptional mediators underlying RAD that may illuminate therapeutic opportunities to limit the cognitive impact of this highly prevalent yet stubbornly incurable disease. Cellformer will be made publicly available to advance analysis of high‐throughput bulk ATAC‐seq in future investigations.

Ang1 immunoexpression vs vascular profile in chorio-villous germinative status in early term compromised pregnancies

Background: A normal maternal-fetal system is essential for the functioning of the placenta during placentation and the establishment of the maternalembryofetal vascular circulation. The angiopoietin/TIE pathway is involved in vascular morphogenesis through regulation, survival and maturation of endothelial cells concomitant with vascular remodeling. Deregulation of pro-angiogenic factor secretion and expression is associated with disruption of vascular morphogenesis, reduction of vascular bed and installation of primary placental insufficiency. The aim: Evaluation of Ang 1 immunoexpression in early term compromised pregnancies in the context of chorio-villary circulatory dysfunction in primary placental insufficiency. Material and methods: Abortion product from 61 patients (stagnant pregnancies – 39 cases, early miscarriage – 8 cases, control group – 14 cases of pregnancies solved on social indications/ desire) were immunohistochemically evaluated with the marker for anti-Ang1 and anti-CD31. Results: The villous syncytiotrophoblast was the most immunoreactive area. Most of cases of the pregnancies terminated on social indications/ desire were anti-Ang1 negative. The levels of anti-Ang1 immunoexpression were statistically significantly different in case of syncytiotrophoblast of early miscarriages and abortions terminated on social indications/ desire. The highest chorio-villous vascular density was noticed in the abortions on social indications/ desire and early misscariages group. Conclusions: The placental period is characterized by a weak angiogenic Ang1 differentiated cellular environment in the chorio-villous germinal site in the group of short term compromised pregnancies. The selectively immunoexpressed cellular profile statistically significantly correlates with placental vascular index and chorio-villous vascular density in stagnant pregnancies.

Differential cytokine profiling and microbial species involved in cecal microbiota modulations in SPF chicks immunized with a dual vaccine against Salmonella Typhimurium infection

Salmonella Typhimurium (ST) infection in laying hens is a significant threat to public health and food safety. Host resistance against enteric pathogen invasion primarily relies on immunity and gut barrier integrity. This study applied the ST infection model and a dual live vaccine containing Salmonella Enteritidis (SE) strain Sm24/Rif12/Ssq and ST strain Nal2/Rif9/Rtt to investigate the cellular cytokine expression profiles and the differential community structure in the cecal microbiota of specific-pathogen-free (SPF) chicks and field-raised layers. The results showed that ST challenge significantly upregulated expressions of IL-1β in SPF chicks. Vaccination, on the other hand, led to an elevation in IFNγ expression and restrained IL-1β levels. In the group where vaccination preceded the ST challenge (S.STvc), heightened expressions of IL-1β, IL-6, IL-10, and IL-12β were observed, indicating active involvement of both humoral and cell-mediated immunity in the defense against ST. Regarding the cecal microbiota, the vaccine did not affect alpha diversity nor induce a significant shift in the microbial community. Conversely, ST infection significantly affected the alpha and beta diversity in the cecal microbiota, reducing beneficial commensal genera, such as Blautia and Subdoligranulum. MetagenomeSeq analysis reveals a significant increase in the relative abundance of Faecalibacterium prausnitzii in the groups (S.STvc and STvc) exhibiting protection against ST infection. LEfSe further demonstrated Faecalibacterium prausnitzii as the prominent biomarker within the cecal microbiota of SPF chicks and field layers demonstrating protection. Another biomarker identified in the S.STvc group, Eubacterium coprostanoligenes, displayed an antagonistic relationship with Faecalibacterium prausnitzii, suggesting the limited biological significance of the former in reducing cloacal shedding and tissue invasion. In conclusion, the application of AviPro Salmonella DUO vaccine stimulates host immunity and modulates cecal microbiota to defend against ST infection. Among the microbial modulations observed in SPF chicks and field layers with protection, Faecalibacterium prausnitzii emerges as a significant species in the ceca. Further research is warranted to elucidate its role in protecting layers against ST infection.

The potential for use of haematological and anti-IgE humoral responses as phenotypic markers for tick resistance in cattle

Approximately 80% of the global cattle population is at risk of infestation and infection by ticks and tick-borne diseases (TTBDs). The economic losses from animal mortality, reduced production, vector control costs and animal treatment are very substantial, hence there is an urgent need to develop and deploy alternative vector control strategies. Breeding for host tick resistance has the potential for sustainable large-scale TTBD control especially in cattle. The gold standard method for phenotyping tick resistance in cattle is by counting ticks on the body but is very laborious and subjective. Better methods for phenotyping tick resistance more objectively, faster and at scale, are essential for selecting host genetic resistance to ticks. This study investigated the correlation between haematological cellular profiles and immunological responses (immunoglobulin E, IgE) and full body tick counts in herds of Bos indicus and Bos taurus following artificial tick challenge with Rhipicephalus decoloratus larvae. Fifty-four Friesian and Ayrshire (Bos taurus) and 52 East African Zebu (Bos indicus) calves were each infested with ∼2500 larvae. Near-replete adult female ticks (≥ 4.5 mm) were counted daily from Day 20–25. Blood and serum samples were obtained from each animal on Days 0 and 23 for cellular blood and IgE titre analysis, respectively. The indicine cattle were refractory to R. decoloratus infestation in comparison with the taurine breed (P < 0.0001). Repeated measurements of blood components pre-infestation revealed a significant (P < 0.05) association with tick count in IgE and red blood cells, haematocrit, and haemoglobin post-infestation. There was also a strong positive correlation between the tick counts and red blood cell numbers, haemoglobin, haematocrit, and IgE concentration (P < 0.0001) following tick challenge. The application of this approach to phenotype host resistance needs to be assessed using higher cattle numbers and with different tick species or genera.

Instructive Interaction between Myelodysplastic Hematopoiesis and the Bone Marrow Microenvironment at Single Cell Level

Myelodysplastic Neoplasms (MDS) are hypothesized to re-model their bone marrow (BM) microenvironment to re-inforce conditions for their propagation. In this study, we investigated interactions between MDS cells and the BM niche at single cell level in a MDS patient-derived xenograft model (PDX) as well as primary human MDS and healthy (HY) bone marrow (BM samples in order to identify cues of disturbed crosstalk between MDS hematopoiesis and the BM microenvironment. In the PDX model, we analyzed &amp;gt;13,000 cells of n=15 different murine niche cell populations after long-term (&amp;gt;24 weeks) exposure to n=3 MDS patient samples versus n=2 age-matched HY human grafts. Subsequently, we analyzed over 24,000 primary human BM cells enriched for the non-hematopoietic compartment by using whole bone fragments from n=8 MDS patients and n=7 HY age-matched donors. All cells were analyzed with combined 10x single cell RNA sequencing and human “Cellular Indexing of the Transcriptome and Epitopes by Sequencing” (CITE Seq). Results were validated by flow cytometry and gene expression analyses. Mesenchymal cell (MSC) subpopulations from PDX mice exposed to MDS versus HY hematopoiesis could be subdivided into distinct “Cxcl12+ abundant reticular” (CAR) cells with osteogenic and adipogenic differentiation trajectories. Various CAR cell populations displayed an increased frequency in MDS transplanted mice as compared to PDX transplanted with HY grafts ( Panel A). Upon contact with hematopoietic MDS cells, CAR cell populations overexpressed numerous genes involved in extracellular matrix reorganization and hematopoietic supporting factors, such as Cxcl12, Il7, Lox and Loxl1 as compared to mice bearing HY grafts. In situ, BM cells from MDS patients showed highly heterogeneous MSC subpopulations with similar differentiation trajectories to the ones observed in our PDX models on a patient-individual level. We detected two non-hematopoietic cell populations, designated as endothelial cells (ECs) and MSCs characterized by expression of CXCL12, IGFBP5 or COL1A2 and quantification with epitope sequencing (CITE Seq) with mutually exclusive detection of CD31 and CD271 expression (n=581 cells in total, Panel B). In n=3 MDS patients, we identified an MDS-specific MSC subpopulation with high IGFPB4 and CXCL12 expression as well as overexpression of KITLG and IL7. This suggests that this altered specialized secretory mesenchymal state is present in a subset of MDS patients and may support the malignant hematopoietic clones by overexpression of key hematopoietic factors. Interactome analyses using spatial receptor:ligand bioinformatic tools such as CellphoneDB, RNAMagnet and omnipath further confirmed that stromal cells alter their cellular profile and secretory behavior in response to MDS hematopoiesis. In conclusion, we show that murine BM stroma is re-programmed by exposure to human MDS xenografts to upregulate extracellular matrix (ECM) re-modeling and HSC supporting factors. In native human MDS BM in vivo, rare primary mesenchymal cells are re-programmed to increase hematopoietic support in a patient-individual manner pointing to altered MSC subpopulations with increased growth factor expression profiles in a subgroup of MDS patients.

The Simple prEservatioN of Single cElls method for cryopreservation enables the generation of single-cell immune profiles from whole blood.

Current multistep methods utilized for preparing and cryopreserving single-cell suspensions from blood samples for single-cell RNA sequencing (scRNA-seq) are time-consuming, requiring trained personnel and special equipment, so limiting their clinical adoption. We developed a method, Simple prEservatioN of Single cElls (SENSE), for single-step cryopreservation of whole blood (WB) along with granulocyte depletion during single-cell assay, to generate high quality single-cell profiles (SCP). WB was cryopreserved using the SENSE method and peripheral blood mononuclear cells (PBMCs) were isolated and cryopreserved using the traditional density-gradient method (PBMC method) from the same blood sample (n=6). The SCPs obtained from both methods were processed using a similar pipeline and quality control parameters. Further, entropy calculation, differential gene expression, and cellular communication analysis were performed to compare cell types and subtypes from both methods. Highly viable (86.3 ± 1.51%) single-cell suspensions (22,353 cells) were obtained from the six WB samples cryopreserved using the SENSE method. In-depth characterization of the scRNA-seq datasets from the samples processed with the SENSE method yielded high-quality profiles of lymphoid and myeloid cell types which were in concordance with the profiles obtained with classical multistep PBMC method processed samples. Additionally, the SENSE method cryopreserved samples exhibited significantly higher T-cell enrichment, enabling deeper characterization of T-cell subtypes. Overall, the SENSE and PBMC methods processed samples exhibited transcriptional, and cellular communication network level similarities across cell types with no batch effect except in myeloid lineage cells. Comparative analysis of scRNA-seq datasets obtained with the two cryopreservation methods i.e., SENSE and PBMC methods, yielded similar cellular and molecular profiles, confirming the suitability of the former method's incorporation in clinics/labs for cryopreserving and obtaining high-quality single-cells for conducting critical translational research.

Cellular Barcoding of JAK2-V617F Hematopoietic Stem Cells Reveals No Substantial Preferences in the Contribution of Individual Stem Cell Clones to Erythroid Versus Megakaryocytic Lineages

JAK2-V617F is the most frequent driver gene mutation in patients with myeloproliferative neoplasms (MPN) but the phenotypic manifestation is heterogeneous with some patients presenting as polycythemia vera (PV), whereas others with essential thrombocythemia (ET) or myelofibrosis (MF). JAK2-V617F is acquired in a hematopoietic stem cell (HSC) and leads to clonal expansion of HSCs and progenitor cells that gain dominance over unmutated hematopoiesis. We tested the hypothesis that the preferential expansion of megakaryopoiesis in ET versus erythropoiesis in PV could be due to the acquisition of JAK2-V617F in different subsets of HSCs with inherent bias towards megakaryopoiesis or erythropoiesis. In addition, we addressed the question of whether sensitivity or resistance to interferon-α (IFNα), currently the only treatment that can induce a deep molecular remission in some MPN patients, could be also due to heterogeneity in HSC subpopulations. We used a mouse model of JAK2-V617F driven MPN in combination with molecular barcoding that allowed us to monitor expansion and lineage contribution of individual HSC subclones. First, we genetically barcoded HSCs from our tamoxifen-inducible SclCre;JAK2-V617F ( VF) mice with a lentiviral vector, and transplanted 2'000 HSCs into lethally irradiated recipient mice. After 12 weeks we sequenced the barcodes in bone marrow (BM) progenitors by next generation sequencing (NGS). We observed a strong selection of 1-2 HSCs clones per recipient mouse, which alone contributed to &amp;gt; 80% of all the myeloid cells. Since cytokine storm after irradiation and aplasia during the reconstitution with lentivirally transduced BM may favor such oligo-clonal dominance observed in this experiment, we characterized the clonal composition of JAK2-mutant HSCs in non-transplanted MPN mice. To this end, we crossed a CRISPR-based genetic barcoding mouse line ( CARLIN) (Bowling, S. et al, Cell 2020) with our VF mice to obtain VF;CARLIN mice. Cas9-mediated barcoding in VF;CARLIN or in CARLIN mice with wildtype Jak2(WT;CARLIN) was induced with doxycycline and immediately followed by the activation of the JAK2-V617F by tamoxifen (Figure 1A). After 12 weeks, when the mice developed full PV phenotype (hemoglobin 195 g/L; platelets 4.3x10 12 /L and neutrophils 10.5x10 9/L), we performed scRNAseq on lin- cKit+ BM cells using the 10X-platform to retrieve the cellular barcodes and transcriptomic profiles. MPN hematopoiesis in these non-transplanted VF;CARLIN mice was polyclonal (Figure 1B). A total of &amp;gt; 500 barcoded clones per mouse were detected and in both VF;CARLIN and WT;CARLIN mice, but ~5 individual barcodes accounted for 25% of the cells in all progenitor subsets analyzed (Figure 1B). Overall, clonal composition was similar between WT;CARLIN and VF;CARLIN mice, indicating that clonal selection was not more prominent in JAK2-mutant mice. Importantly, in the offspring of HSCs that accounted for 25% of the cells, we did not observe preferential presence of some barcodes in MkP versus EryP and other barcodes in EryP versus MkP, arguing against the model predicting that erythrocytosis and thrombocytosis originated in different subsets of biased HSCs. To investigate the question of whether sensitivity or resistance to IFNα could be also due to heterogeneity in HSC subpopulations, we transplanted BM cells from these barcoded VF;CARLIN mice together with an excess of WT competitor cells into irradiated WT recipient mice, and treated them with IFNα or vehicle for 16 weeks. IFNα normalized hemoglobin (122 g/L) compared to vehicle (177 g/L) and reduced VF;CARLIN chimerism in granulocytes from 85% to 44%. BM cells were harvested and the clonal composition is currently being analyzed by NGS in order to identify IFNα resistant and sensitive subclones. Our barcoding analyses of individual HSCs showed that, during recovery after BM transplantations, a few VF clones dominated, whereas induction of VF expression in situ without transplantation resulted in a polyclonal disease that showed a similar number of HSCs actively contributing to hematopoiesis as in a control experiment with WT mice. The lack of substantial preference in the clonal contribution of individual HSCs to erythropoiesis versus megakaryopoiesis in VF mice suggests that PV and ET are not caused by acquiring JAK2-V617F in HSCs with a pre-existing lineage bias.

Simple Preservation of Single Cells (SENSE): One-Step Robust Whole Blood Cryopreservation Method Enables the Generation of High-Quality Single-Cell Immune Profiles

Introduction: Single-cell profiling (SCP) has revolutionized our understanding of cellular and molecular states in health and disease. Current multistep methods for cryopreserving single-cell suspensions from blood for single-cell RNA sequencing (scRNA-seq) are time-consuming, require trained personnel and special equipment, limiting their clinical adoption and sample collection/availability. It is critical to develop protocols for efficient capture of precious clinical samples/implementation of SCP in clinics. We developed and validated the Simple prEservatioN of Single cElls (SENSE) method for single-step cryopreservation of whole blood (WB), which, along with granulocyte depletion during single-cell assay, generates high-quality SCPs. Methods: Blood samples (n=6) were split into two parts and cryopreserved using the SENSE and peripheral blood mononuclear cells (PBMC) methods. In the SENSE method, WB was cryopreserved by mixing 1:1 blood and freezing solution (80% FBS, 20% DMSO) and granulocytes removed using EasySep CD15 positive selection kit. For PBMC method, density-gradient method was employed for isolating PBMCs followed by cryopreservation. Single cell assay was performed using 10x Genomics kits. The raw sequencing reads were aligned using 10x Genomics Cell Ranger (Zheng et al., Nat. Comm., 2017) to the reference human genome, and the gene-expression matrices were analyzed using the Seurat package (Hao et al., Cell, 2021). Cell markers were identified by comparing target cell types with others using the Wilcoxon Rank Sum test (adjusted P&amp;lt;.10, average log2FC&amp;gt;0.25, percent cell expression&amp;gt;25%). Potential doublets were marked using the doubletFinder (McGinnis et al., Cell Syst., 2019) algorithm and batch-effect was quantified using Shannon entropy calculated by the CellMixS (Lutge et al., Life Sci Alliance. 2021) package for quality assessment of two methods. Cellular communications were assessed using CellChat, which measures cell-to-cell interactions based on the ligands and receptors expression (Jin et al., Nature Comm., 2021). Results: Highly viable (86.3±1.51%) single-cell suspensions (22,353 cells) were obtained from the SENSE method's WB cryopreserved samples. The captured median gene counts, unique molecular identifiers (UMIs)/cell, and mitochondrial content were comparable between the two methods. Similar proportions of membrane, extracellular, and ribosomal ontology-related genes demonstrated the robustness of the SENSE method in capturing high-quality cells without introducing cellular damage artifacts. Lower doublets (2.4%) were observed with the SENSE method compared to the PBMC method (4.8%). These rigorous quality assessments demonstrated the effectiveness of the SENSE method for obtaining high-quality cells for SCP. Both methods yielded similar transcriptomic profiles with split UMAPs of the integrated scRNA-seq data revealing similar clustering patterns except for some variations in the myeloid cells and T-cells clusters. The SENSE method cryopreserved samples exhibited significantly higher T-cell enrichment, enabling deeper characterization of T-cell subtypes. The functional landscape of T/NK cells was assessed using the CellChat tool. Most pathways showed a similar information flow pattern, indicating the capture of similar signaling networks between the cells processed using either of the two methods. However, the SENSE method captured lower number of myeloid cells, attributable to filtering out of sticky CD15+ myeloid/granulocytes that resulted in the loss of single-cells captured. Nevertheless, the SENSE method recapitulated the myeloid compartment associated with the disease as we observed similar patient-wise differences in cell types from both methods. Finally, we compared the transcriptome profiles of both methods to a publicly available PBMC dataset (Zheng et al., Nat. Comm., 2017). Concordance between the three datasets was observed, with all cell types being consistently identified using key marker gene expression. Conclusions: Comparative analysis of scRNA-seq datasets obtained with the two cryopreservation methods, i.e., SENSE and PBMC methods, yielded similar cellular and molecular profiles, confirming the suitability of the former method's incorporation in clinics/labs for cryopreserving and obtaining high-quality single-cells for conducting critical translational research.

High Dimensional Clustering and Identification of Immune Cell Hybrid Populations in B-ALL across the Disease Continuum

Introduction: Nearly half of adults with acute lymphoblastic leukemia (ALL) will experience relapse of their disease, and those with relapsed ALL carry a worse prognosis than those who remain in remission. The influence of the tumor immune microenvironment (TME) on relapse and survival outcomes in ALL is not well understood. Mass cytometry (CyTOF) enables immune profiling based on single cell protein expression and can identify phenotypic diversity of cells in the TME that cannot reliably be detected by standard flow cytometry. Recently, T-cell/monocyte hybrid cells have been discovered in patients with uveal melanoma and latent tuberculosis infections. However, cells expressing CD19, a surface antigen expressed on B-ALL cells, and markers of other cells in the TME including T cells and tumor-associated macrophages (TAMs), have not been described in ALL or other hematologic malignancies. The presence of CD3/CD163 hybrid cells in the TME may have predictive and prognostic implications for adults with ALL, as TAMs play a role in suppressing antitumor immunity which can lead to T-cell exhaustion. In this study, we identify the presence of multilineage hybrid cells in peripheral blood (PB) and bone marrow (BM) samples of patients with B-ALL alongside accompanying evolution of the TME at each disease stage. Methods: PB (N=16) and BM aspirate (N=16) isolates were collected from patients with B-ALL at diagnosis, relapse, or remission, as well as from healthy donors (HDs, N=7) for comparison of cellular profiles. A 28-marker CYTOF panel was designed to evaluate cell surface and intracellular markers of interest in the myeloid compartment. Antibodies were purchased pre-conjugated or conjugated in house based on manufacturer guidelines (Standard BioTools). Samples were barcoded with palladium isotopes prior to staining to reduce the impact of batch effect, and were then analyzed on a first generation CyTOF system (Standard BioTools). Following background attenuation and singlet gating in FlowJo (BD), the CATALYST R package enabled deconvolution and visualization of single cell data, including dimensional reduction techniques (tSNE) and clustering of all cell populations. An iterative approach was taken to determine a stable configuration of clusters across sample populations to protect from over-fragmentation of data, further informed by K-means clustering using the elbow method. Heatmaps were then generated based on median scaled expression of markers contained in each cluster. Results: The CyTOF panel identified several different myeloid cell populations in newly diagnosed, relapsed, and remission samples in both PB and BM compared to HDs. Most interestingly, quantifiable levels of a cluster of cells co-expressing CD19, CD3 and CD163 as well as a second cluster of cells expressing CD19 and CD163 were detected in newly diagnosed and relapsed patients, but not in HDs. A single patient with the largest proportion of these cell populations in their PB at the time of relapse presented with an aggressive leukemia variant and relapsed multiple times prior to succumbing to illness. On investigation of BM aspirates, the triple positive hybrid population was found in a similar distribution amongst the newly diagnosed and relapsed patients, as well as affecting one patient who achieved remission. This patient also had a highly aggressive leukemia that was refractory to chemotherapy and immunotherapy, and only achieved this remission following CAR-T cell therapy. She subsequently underwent stem cell transplant and is in remission. Conclusions: Our findings add to the literature highlighting the utility of high parameter single cell capture techniques in detecting rare cell populations in the leukemic TME. Further, we identified two unique hybrid cell populations that are reliably detected across different disease stages in patients with B-ALL. Importantly, these populations persisted following stringent gating protocols to rule out doublets and debris. Although our sample size was too small to demonstrate a prognostic impact of these hybrid cell populations in patients with B-ALL, the identification of these populations alone is a significant finding. Further investigation and patient sample accrual are warranted to better understand the role of these cell types in tumor biology, which may pave the way towards new prognostic models that can leverage well-established immune monitoring techniques.