RFRicardo C. Ferreira

Ricardo C. Ferreira

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

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Previous Organizations / Institutes

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Ricardo C. Ferreira has a total of 628 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Transcriptomic Profiling of the Immune Response in Orthotopic Pancreatic Tumours Exposed to Combined Boiling Histotripsy and Oncolytic Reovirus Treatment

    by Petros Mouratidis, Ricardo C. Ferreira, Selvakumar Anbalagan, Ritika Chauhan, Ian Rivens, Gail ter Haar

    Background: Boiling histotripsy (BH) uses high-amplitude, short-pulse focused ultrasound to disrupt tissue mechanically. Oncolytic virotherapy using reovirus has shown modest clinical benefit in pancreatic cancer patients. Here, reovirus and BH were used to treat pancreatic tumours, and their effects on the immune transcriptome of these tumours were characterised. Methods: Orthotopic syngeneic murine pancreatic KPC tumours grown in immune-competent subjects, were allocated to control, reovirus, BH and combined BH and reovirus treatment groups. Acoustic cavitation was monitored using a passive broadband cavitation sensor. Treatment effects were assessed histologically with hematoxylin and eosin staining. Single-cell multi-omics combining whole-transcriptome analysis with the expression of surface-expressed immune proteins was used to assess the effects of treatments on tumoural leukocytes. Results: Acoustic cavitation was detected in all subjects exposed to BH, causing cellular disruption in tumours 6 h after treatment. Distinct cell clusters were identified in the pancreatic tumours 24 h post-treatment. These included neutrophils and cytotoxic T cells overexpressing genes associated with an N2-like and an exhaustion phenotype, respectively. Reovirus decreased macrophages, and BH decreased regulatory T cells compared to controls. The combined treatments increased neutrophils and the ratio of various immune cells to Treg. All treatments overexpressed genes associated with an innate immune response, while ultrasound treatments downregulated genes associated with the transporter associated with antigen processing (TAP) complex. Conclusions: Our results show that the combined BH and reovirus treatments maximise the overexpression of genes associated with the innate immune response compared to that seen with each individual treatment, and illustrate the anti-immune phenotype of key immune cells in the pancreatic tumour microenvironment.


  • Open Access

    Immune–epithelial–stromal networks define the cellular ecosystem of the small intestine in celiac disease

    by Michael E. B. FitzPatrick, Agne Antanaviciute, Melanie Dunstan, Karolina Künnapuu, Dominik Trzupek, Nicholas M. Provine, Kyla Dooley, Jia-Yuan Zhang, Sophie L. Irwin, Lucy C. Garner, et al.

    The immune–epithelial–stromal interactions underpinning intestinal damage in celiac disease (CD) are incompletely understood. To address this, we performed single-cell transcriptomics (RNA sequencing; 86,442 immune, parenchymal and epithelial cells; 35 participants) and spatial transcriptomics (20 participants) on CD intestinal biopsy samples. Here we show that in CD, epithelial populations shifted toward a progenitor state, with interferon-driven transcriptional responses, and perturbation of secretory and enteroendocrine populations. Mucosal T cells showed numeric and functional changes in regulatory and follicular helper-like CD4+ T cells, intraepithelial lymphocytes, CD8+ and γδ T cell subsets, with skewed T cell antigen receptor repertoires. Mucosal changes remained detectable despite treatment, representing a persistent immune–epithelial ‘scar’. Spatial transcriptomics defined transcriptional niches beyond those captured in conventional histological scores, including CD-specific lymphoid aggregates containing T cell–B cell interactions. Receptor–ligand spatial analyses integrated with disease susceptibility gene expression defined networks of altered chemokine and morphogen signaling, and provide potential therapeutic targets for CD prevention and treatment.


  • Open Access

    Hiding in Plain Sight: CD8+FOXP3+Tregs sequester CD25 and are enriched in human tissues

    by Lorna B. Jarvis, Sarah K. Howlett, Daniel B. Rainbow, Valerie B Coppard, Ricardo Ferreira, Ed Needham, Aaditya Prabhu, Sarah B Alkwai, Lou B Ellis, Zoya B Georgieva, et al.

    For decades, regulatory T cell (Treg) research has focussed on CD4+FOXP3+ Tregs, while characterisation of CD8+FOXP3+ Tregs has been limited due to their scarcity in blood. Here, by analysing 95 tissue samples from 26 deceased transplant organ donors we show that, despite representing less than 5% of circulating Tregs, CD8+ Tregs are enriched in human tissue, particularly in non-lymphoid tissues and bone marrow. We further show that they are fully demethylated at the FOXP3 TSDR, indicating lineage stability, and demonstrate their presence in human thymic tissue and cord blood. Transcriptomic profiling revealed strong similarities to CD4+ Tregs, however at the protein level, they reside in tissue as surface CD25 lo /-CD8+CD69+CD103+TLR9+HELIOS+FOXP3+ cells, expressing CD25 intracellularly. Surface CD25 was rapidly regained ex-vivo , allowing us to sort and expand them, and to subsequently demonstrate their therapeutic potential in a humanised mouse model of graft-vs-host disease. Additionally we report increased circulating CD8+Tregs in individuals with SLE and patients early following traumatic brain injury (TBI), underscoring their functional importance. We conclude that these under-studied cells likely play an essential but previously unappreciated role in maintaining peripheral tolerance. One Sentence Summary: FOXP3+CD8+ Tregs, expressing tissue residency markers and intracellular CD25, are enriched in human non-lymphoid tissues.


  • Open Access

    SARS-CoV-2 infection induces a long-lived pro-inflammatory transcriptional profile

    by Jia-Yuan Zhang, Justin P. Whalley, Julian C. Knight, Linda S. Wicker, John A. Todd, Ricardo C. Ferreira

    Background: The immune response to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in COVID-19 patients has been extensively investigated. However, much less is known about the long-term effects of infection in patients and how it could affect the immune system and its capacity to respond to future perturbations. Methods: Using a targeted single-cell multiomics approach, we have recently identified a prolonged anti-inflammatory gene expression signature in T and NK cells in type 1 diabetes patients treated with low-dose IL-2. Here, we investigated the dynamics of this signature in three independent cohorts of COVID-19 patients: (i) the Oxford COVID-19 Multi-omics Blood Atlas (COMBAT) dataset, a cross-sectional cohort including 77 COVID-19 patients and ten healthy donors; (ii) the INCOV dataset, consisting of 525 samples taken from 209 COVID-19 patients during and after infection; and (iii) a longitudinal dataset consisting of 269 whole-blood samples taken from 139 COVID-19 patients followed for a period of up to 7 months after the onset of symptoms using a bulk transcriptomic approach. Results: We discovered that SARS-CoV-2 infection leads to a prolonged alteration of the gene expression profile of circulating T, B and NK cells and monocytes. Some of the genes affected were the same as those present in the IL-2-induced anti-inflammatory gene expression signature but were regulated in the opposite direction, implying a pro-inflammatory status. The altered transcriptional profile was detected in COVID-19 patients for at least 2 months after the onset of the disease symptoms but was not observed in response to influenza infection or sepsis. Gene network analysis suggested a central role for the transcriptional factor NF-κB in the regulation of the observed transcriptional alterations. Conclusions: SARS-CoV-2 infection causes a prolonged increase in the pro-inflammatory transcriptional status that could predispose post-acute patients to the development of long-term health consequences, including autoimmune disease, reactivation of other viruses and disruption of the host immune system-microbiome ecosystem.


  • Top Cited Papers

    Neutrophils and emergency granulopoiesis drive immune suppression and an extreme response endotype during sepsis

    by Andrew J. Kwok, Alice Allcock, Ricardo C. Ferreira, Eddie Cano-Gamez, Madeleine Smee, Katie L. Burnham, Yasemin-Xiomara Zurke, Emergency Medicine Research Oxford (EMROx), Alex Novak, Melanie Darwent, et al.

    Sepsis arises from diverse and incompletely understood dysregulated host response processes following infection that leads to life-threatening organ dysfunction. Here we showed that neutrophils and emergency granulopoiesis drove a maladaptive response during sepsis. We generated a whole-blood single-cell multiomic atlas (272,993 cells, n = 39 individuals) of the sepsis immune response that identified populations of immunosuppressive mature and immature neutrophils. In co-culture, CD66b+ sepsis neutrophils inhibited proliferation and activation of CD4+ T cells. Single-cell multiomic mapping of circulating hematopoietic stem and progenitor cells (HSPCs) (29,366 cells, n = 27) indicated altered granulopoiesis in patients with sepsis. These features were enriched in a patient subset with poor outcome and a specific sepsis response signature that displayed higher frequencies of IL1R2+ immature neutrophils, epigenetic and transcriptomic signatures of emergency granulopoiesis in HSPCs and STAT3-mediated gene regulation across different infectious etiologies and syndromes. Our findings offer potential therapeutic targets and opportunities for stratified medicine in severe infection.


  • Open Access

    CD56bright natural killer cells preferentially kill proliferating CD4+ T cells

    by Mercede Lee, Charles J M Bell, Arcadio Rubio Garcia, Leila Godfrey, Marcin Pekalski, Linda S Wicker, John A Todd, Ricardo C Ferreira

    Human CD56br natural killer (NK) cells represent a small subset of CD56+ NK cells in circulation and are largely tissue-resident. The frequency and number of CD56br NK cells in blood has been shown to increase following administration of low-dose IL-2 (LD-IL2), a therapy aimed to specifically expand CD4+ regulatory T cells (Tregs). Given the potential clinical application of LD-IL-2 immunotherapy across several immune diseases, including the autoimmune disease type 1 diabetes, a better understanding of the functional consequences of this expansion is urgently needed. In this study, we developed an in vitro co-culture assay with activated CD4+ T cells to measure NK cell killing efficiency. We show that CD56br and CD56dim NK cells show similar efficiency at killing activated CD4+ conventional T (Tconv) and Treg cell subsets. However, in contrast to CD56dim cells, CD56br NK cells preferentially target highly proliferative cells. We hypothesize that CD56br NK cells have an immunoregulatory role through the elimination of proliferating autoreactive CD4+ Tconv cells that have escaped Treg suppression. These results have implications for the interpretation of current and future trials of LD-IL-2 by providing evidence for a new, possibly beneficial immunomodulatory mechanism of LD-IL-2-expanded CD56br NK cells.


  • Open Access

    Low-dose IL-2 reduces IL-21+ T cell frequency and induces anti-inflammatory gene expression in type 1 diabetes

    by Jia-Yuan Zhang, Fiona Hamey, Dominik Trzupek, Marius Mickunas, Mercede Lee, Leila Godfrey, Jennie H. M. Yang, Marcin L. Pekalski, Jane Kennet, Frank Waldron-Lynch, et al.

    Despite early clinical successes, the mechanisms of action of low-dose interleukin-2 (LD-IL-2) immunotherapy remain only partly understood. Here we examine the effects of interval administration of low-dose recombinant IL-2 (iLD-IL-2) in type 1 diabetes using high-resolution single-cell multiomics and flow cytometry on longitudinally-collected peripheral blood samples. Our results confirm that iLD-IL-2 selectively expands thymic-derived FOXP3+HELIOS+regulatory T cells and CD56brightNK cells, and show that the treatment reduces the frequency of IL-21-producing CD4+T cells and of two innate-like mucosal-associated invariant T and Vγ9Vδ2CD8+T cell subsets. The cellular changes induced by iLD-IL-2 associate with an anti-inflammatory gene expression signature, which remains detectable in all T and NK cell subsets analysed one month after treatment. These findings warrant investigations into the potential longer-term clinical benefits of iLD-IL-2 in immunotherapy.


  • Open Access

    WITHDRAWN: Anti-TNF-induced IL-27 modulates regulatory T cell responses in patients with IBD that respond to therapy

    by Raphael S. Peres, Tom Thomas, Matthias Friedrich, Mathilde Pohin, Claire Pearson, Ricardo C. Ferreira, Elizabeth H. Mann, Dominik Trzupek, Charlotte Rich-Griffin, Ashwin Jainarayanan, et al.

    Withdrawal statement: The authors have withdrawn their manuscript owing to failure to repeat some of the findings. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author.


  • Open Access

    Autoimmune interactions between the HLA-DQβ1 57 polymorphism, T cell receptors, and microbial mimics of insulin in type 1 diabetes

    by Arcadio Rubio García, Athina Paterou, Rebecca D. Powell Doherty, Laurie G. Landry, Mercede Lee, Amanda M. Anderson, Claire L. Scudder, Hubert Slawinski, Ricardo C. Ferreira, Dominik Trzupek, et al.

    Insulin autoimmunity and pancreatic islet β-cell destruction, mediated by T cells, underlie the pathogenesis of type 1 diabetes (T1D). However, the mechanisms by which genetic and environmental risk factors interact to cause T1D remain incompletely understood. Here, we show how variation in the human leukocyte antigen (HLA) class II region, notably DQβ1 57 , the strongest T1D genetic risk factor, induces a positive thymic selection bias that favors amino acid motifs with negatively charged side chains in the peptide-binding CDR3β region of CD4 + T cell receptors (TCRs). This bias was enriched in TCRs from T1D patients and predicted the proportion of anti-insulin infiltrates in pancreatic islets. We link host genetics and immunity to the environment by identifying over 100 gut bacterial proteins with significantly similar sequences to a primary epitope in T1D, insulin B 9–25 peptide. We show that CD4 + T cells isolated from the pancreas of a newly diagnosed child with T1D recognised both insulin and a bacterial mimotope peptide, restricted by the most predisposing DQ molecule. Our results point to the evolution of certain microbial antigens towards mimicry in the regulation of immune tolerance to insulin.


  • Open Access

    Single-cell multi-omics analysis reveals IFN-driven alterations in T lymphocytes and natural killer cells in systemic lupus erythematosus

    by Dominik Trzupek, Mercede Lee, Fiona Hamey, Linda S. Wicker, John A. Todd, Ricardo C. Ferreira

    Background: The characterisation of the peripheral immune system in the autoimmune disease systemic lupus erythematosus (SLE) at the single-cell level has been limited by the reduced sensitivity of current whole-transcriptomic technologies. Here we employ a targeted single-cell multi-omics approach, combining protein and mRNA quantification, to generate a high-resolution map of the T lymphocyte and natural killer (NK) cell populations in blood from SLE patients. Methods: We designed a custom panel to quantify the transcription of 534 genes in parallel with the expression of 51 surface protein targets using the BD Rhapsody AbSeq single-cell system. We applied this technology to profile 20,656 T and NK cells isolated from peripheral blood from an SLE patient with a type I interferon (IFN)-induced gene expression signature (IFNhi), and an age- and sex- matched IFNlow SLE patient and healthy donor. Results: We confirmed the presence of a rare cytotoxic CD4+ T cell (CTL) subset, which was exclusively present in the IFNhi patient. Furthermore, we identified additional alterations consistent with increased immune activation in this patient, most notably a shift towards terminally differentiated CD57+ CD8+ T cell and CD16+ NKdim phenotypes, and the presence of a subset of recently-activated naïve CD4+ T cells. Conclusions: Our results identify IFN-driven changes in the composition and phenotype of T and NK cells that are consistent with a systemic immune activation within the IFNhi patient, and underscore the added resolving power of this multi-omics approach to identify rare immune subsets. Consequently, we were able to find evidence for novel cellular peripheral biomarkers of SLE disease activity, including a subpopulation of CD57+ CD4+ CTLs.