Single cell characterisation of the mucosal microenvironment in Stomach Inflammation and Related Epithelial Neoplasia (SIREN)
Lead Research Organisation:
UNIVERSITY OF OXFORD
Abstract
Stomach cancer is the second most common cause of cancer related death worldwide. In most patients, the diagnosis is established at the stage of advanced disease, when only limited, palliative treatment can be offered resulting in five-year survival rates of around 25%. The majority of these tumours are driven by chronic inflammation of the stomach lining. We know about a sequence of precursor lesions that are often present prior to the actual cancer. National guidelines have recently introduced endoscopic surveillance for patients with these conditions to allow early detection of stomach cancer, but we are still far from reliable individual risk prediction.
The main factor causing inflammation of the stomach lining is infection with the bacteria Helicobacter pylori (H. pylori). This infection is usually contracted in infanthood and persists throughout the patient's lifetime. In many patients it does not cause any problems, but in others the immune response caused by the infection is the key factor for further cancer development.
It has been suggested that factors that modulate the local immune-response dictate the individual risk for cancer development. This involves genetic factors of both the patient and the bacteria (if present), the composition and type of immune cells present in the stomach lining, and cell-cell interaction of the immune cells with other cellular components of the stomach wall, also including fat cells and surface cells of the lining which maintain the actual barrier function against harmful agents, so-called carcinogens. The fine balance between these elements can be further disturbed by certain medication such as acid blockers, aspirin or statins.
The key objective of this study is the generation of a cell atlas of different states of stomach inflammation, including pre-cancerous conditions. This will be achieved by so-called single cell sequencing methods that allow the analysis of messenger molecules produced by individual cell types and cell populations. This will help to gain knowledge on the functional cell-cell-interaction in stomach inflammation on its path to cancer and also on the structural hierarchy of different cell types within the lining of the stomach. We will select specific patients with distinct stages of inflammation in the stomach who have been exposed to different risk factors for gastric cancer, with the main focus on inflammation caused by H. pylori. We will use modern machine learning approaches to generate a bioinformatics model that will allow the prediction of factors that orchestrate the individual immune response.
This will further facilitate the establishment of biomarkers for a more precise individual risk prediction with the aim of both early detection and prevention of gastric cancer. This includes the generation of blood-based markers to identify patients with preneoplastic conditions requiring endoscopy, as well as histopathology markers to identify those patients with a high risk of progression towards cancer. Candidate biomarkers identified from the data generated for the stomach cell atlas will be validated in a wider cohort of patients to confirm the feasibility of application in a routine clinical setting. Similarly, we look for targets that can be utilised for the development of drugs that aim at the prevention of further progression of stomach inflammation towards cancer.
The combined expertise of the applicant and his partners will allow a precise definition of the contribution of chronic H. pylori infection to a local defective immune response in the stomach, identifying key factors that discriminate the different stages of disease, leading from surface inflammation via pre-cancerous conditions to stomach cancer. Such a multi-modal single cell analysis of the local immune system of the stomach in health, inflammation, pre-cancer and cancer has not yet been undertaken.
The main factor causing inflammation of the stomach lining is infection with the bacteria Helicobacter pylori (H. pylori). This infection is usually contracted in infanthood and persists throughout the patient's lifetime. In many patients it does not cause any problems, but in others the immune response caused by the infection is the key factor for further cancer development.
It has been suggested that factors that modulate the local immune-response dictate the individual risk for cancer development. This involves genetic factors of both the patient and the bacteria (if present), the composition and type of immune cells present in the stomach lining, and cell-cell interaction of the immune cells with other cellular components of the stomach wall, also including fat cells and surface cells of the lining which maintain the actual barrier function against harmful agents, so-called carcinogens. The fine balance between these elements can be further disturbed by certain medication such as acid blockers, aspirin or statins.
The key objective of this study is the generation of a cell atlas of different states of stomach inflammation, including pre-cancerous conditions. This will be achieved by so-called single cell sequencing methods that allow the analysis of messenger molecules produced by individual cell types and cell populations. This will help to gain knowledge on the functional cell-cell-interaction in stomach inflammation on its path to cancer and also on the structural hierarchy of different cell types within the lining of the stomach. We will select specific patients with distinct stages of inflammation in the stomach who have been exposed to different risk factors for gastric cancer, with the main focus on inflammation caused by H. pylori. We will use modern machine learning approaches to generate a bioinformatics model that will allow the prediction of factors that orchestrate the individual immune response.
This will further facilitate the establishment of biomarkers for a more precise individual risk prediction with the aim of both early detection and prevention of gastric cancer. This includes the generation of blood-based markers to identify patients with preneoplastic conditions requiring endoscopy, as well as histopathology markers to identify those patients with a high risk of progression towards cancer. Candidate biomarkers identified from the data generated for the stomach cell atlas will be validated in a wider cohort of patients to confirm the feasibility of application in a routine clinical setting. Similarly, we look for targets that can be utilised for the development of drugs that aim at the prevention of further progression of stomach inflammation towards cancer.
The combined expertise of the applicant and his partners will allow a precise definition of the contribution of chronic H. pylori infection to a local defective immune response in the stomach, identifying key factors that discriminate the different stages of disease, leading from surface inflammation via pre-cancerous conditions to stomach cancer. Such a multi-modal single cell analysis of the local immune system of the stomach in health, inflammation, pre-cancer and cancer has not yet been undertaken.
Technical Summary
1) Creation of a multimodal gastric atlas
We will undertake 10x scRNAseq of peripheral blood and gastric mucosa (including epithelia, stroma, CD45 immune cells), TCR/BCR repertoire analysis and single cell ATACseq (matched pairs from antrum and body). Datasets will be integrated with Visium spatial transcriptomic analysis from biopsy and surgical resection tissue.
The lab has optimised multiplexing and CITE-seq to allow analysis of multiple donor samples. Computational analysis will include QC, batch correction, clustering and annotation, transcriptional regulatory network, ligand receptor analysis, spatial analysis, analysis for somatic mutations, TCR/BCR clonality, trajectory analysis, H. pylori gene expression, host and pathogen (neo)epitope prediction. We will create an online open access data portal to allow interrogation of the data as per https://simmonslab.shinyapps.io/FetalAtlasDataPortal/
2) Functional exploration of immune responses linked to H. pylori
We will explore findings from our atlas using 3D barrier culture models including gastric epithelial organoids derived from healthy or H. pylori infected individuals for proof-of-principle confirmation of hypotheses generated. We will explore how H. pylori subverts antigen presentation in intestinal myeloid cells leading to impair adaptive immunity. We will Identify and validate of potential targets for drugs directed at prevention of progression of preneoplastic states.
3) Biomarker characterisation.
We will undertake computational identification of key candidates that may be utilizable as histological markers in a clinical setting. These markers will be validated by iCyTOF, sm-FISH, immune-fluorescence and immune-histochemistry in a feasibility cohort. We will design a prospective validation study to establish the feasibility of clinical application in a prospective cohort (overseas partners). The selection of blood-based biomarkers will favour those for which commercial assays are available.
We will undertake 10x scRNAseq of peripheral blood and gastric mucosa (including epithelia, stroma, CD45 immune cells), TCR/BCR repertoire analysis and single cell ATACseq (matched pairs from antrum and body). Datasets will be integrated with Visium spatial transcriptomic analysis from biopsy and surgical resection tissue.
The lab has optimised multiplexing and CITE-seq to allow analysis of multiple donor samples. Computational analysis will include QC, batch correction, clustering and annotation, transcriptional regulatory network, ligand receptor analysis, spatial analysis, analysis for somatic mutations, TCR/BCR clonality, trajectory analysis, H. pylori gene expression, host and pathogen (neo)epitope prediction. We will create an online open access data portal to allow interrogation of the data as per https://simmonslab.shinyapps.io/FetalAtlasDataPortal/
2) Functional exploration of immune responses linked to H. pylori
We will explore findings from our atlas using 3D barrier culture models including gastric epithelial organoids derived from healthy or H. pylori infected individuals for proof-of-principle confirmation of hypotheses generated. We will explore how H. pylori subverts antigen presentation in intestinal myeloid cells leading to impair adaptive immunity. We will Identify and validate of potential targets for drugs directed at prevention of progression of preneoplastic states.
3) Biomarker characterisation.
We will undertake computational identification of key candidates that may be utilizable as histological markers in a clinical setting. These markers will be validated by iCyTOF, sm-FISH, immune-fluorescence and immune-histochemistry in a feasibility cohort. We will design a prospective validation study to establish the feasibility of clinical application in a prospective cohort (overseas partners). The selection of blood-based biomarkers will favour those for which commercial assays are available.
Publications
Luzko I
(2025)
Screening for and surveillance of premalignant conditions of the stomach
in Best Practice & Research Clinical Gastroenterology
| Description | BSG Guideline on Gastrointestinal Side Effects of Cancer Treatment |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Description | BSG Guideline on Management of H. pylori Infection |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Description | ESGE MAPS III Guideline |
| Geographic Reach | Europe |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Description | European Commission Initiative on Gastric Cancer (EC-GaC) |
| Geographic Reach | Europe |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://cancer-screening-and-care.jrc.ec.europa.eu/sites/default/files/2025-09/EC-GaC-%20Open%20call... |
| Description | German National Guideline on Diagnosis and Management of Gastric Cancer |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://www.awmf.org/service/awmf-aktuell/magenkarzinom-diagnostik-und-therapie-der-adenokarzinome-d... |
| Description | NICE Committee on Management of oesophageal stricture/stenosis |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Impact | Since the new recommendations were just implemented, there is no clear evidence to support the benefit to the patient. It is impacted that the new guidance has a positive impact on quality of life in palliative patients with upper GI strictures. |
| URL | https://www.nice.org.uk/guidance/ng83/chapter/rationale-and-impact#luminal-obstruction-in-oesophagea... |
| Description | NIHR Oxford BRC Life-saving Vaccines Theme Pump-priming Awards |
| Amount | £19,908 (GBP) |
| Funding ID | not applicable |
| Organisation | University of Oxford |
| Sector | Academic/University |
| Country | United Kingdom |
| Start | 03/2026 |
| End | 03/2027 |
| Description | Spatial Transcriptomics of Atrophic Gastritis of different aetiology and Estimation of the potential of further malignant progression (STAGE) |
| Amount | £19,921 (GBP) |
| Funding ID | Seedcorn2024/100180 |
| Organisation | Rosetrees Trust |
| Sector | Charity/Non Profit |
| Country | United Kingdom |
| Start | 03/2025 |
| End | 03/2026 |
| Description | H. pylori ex vivo models (Dr F Boccellato) |
| Organisation | Ludwig Institute for Cancer Research |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | - Exchange of intellectual input and project outlines. - Collection of gastric tissue (endoscopy) under valid, project-specific ethics. |
| Collaborator Contribution | - Introduction and training regarding the setup of primary human gastric mucosoid cultures (see also Boccellato et al., Gut 2019; DOI: 10.1136/gutjnl-2017-314540). This included hands-on training as well as sharing the respective protocols for tissue preparation and set up of this ex vivo model. |
| Impact | - All in progress. No formal output yet. To be expected for the next reporting period. |
| Start Year | 2023 |
| Description | Immune Signatures of Helicobacter pylori Infection and Resistance: A Systems Approach to Inform Vaccine Design |
| Organisation | University of Oxford |
| Department | Nuffield Department of Clinical Medicine |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | - Initial study concept and background, contribution in further designing this pilot study. - Plasma and tissue samples (prospective collection and retrospective cohort inclusion). - Editing of the application for internal pump priming funding. |
| Collaborator Contribution | I am joined for this project by two collaborators, Dr Mohammed Ali (Klenerman Group, Translational Gastroenterology Unit) and Dr Barbara Kronsteiner-Dobramysl (Dunachie Group, Centre for Tropical Medicine and Global Health). Both contributed to the design of this pilot project. The actual experiments will be run in the Klenerman Lab under supervision by BKD and myself. Initial funding was granted, the project is planned to start in April 2026. |
| Impact | Internal pump priming funding secured (£20K) to generate pilot data for future extension of this collaboration. |
| Start Year | 2025 |
| Description | Local PI for Study: The Gastric HormonE BioMarkers of Preneoplastic Lesions (GEM) Study; CI: Dr Gwen Murphy, Imperial College London |
| Organisation | Imperial College London |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | OUH joined as external centre to this NIHR portfolio study. We agreed to contribute to the blood sample collection both prospectively as well as retrospectively, accessing previously acquired material within the framework of valid ethics. |
| Collaborator Contribution | - There was no direct contribution to my project, but funds gathered in context of this study will be used to maintain the contract of one of our study nurses. - Indirect, scientific contributions are expected when the project has progressed further as the primary aim of the study, risk profiling of individuals at high risk for gastric cancer development is close to the long-term objectives of the SIREN study. - While SIREN currently focusses on detailed tissue assessment, the blood analysis in GEM is considered complementary. |
| Impact | - To be expected. |
| Start Year | 2024 |
| Description | EAGEN board membership |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | - Board member of the European Association of Gastroenterology, Endosocpy and Nutrition. This is one of the core founding member societies of the UEG. - Elected General Secretary October 2025 (5 year term). - The EAGEN has >50 years history of setting up and coordinating educational events for GI health care professionals across Europe. |
| Year(s) Of Engagement Activity | 2023,2024 |
| URL | https://eagen.org/council/ |
| Description | Healthy Stomach Initiative, Webinar, invited Talk and planning committee for further events. |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | - Coordination and planning of global webinar series (1 webinar per continent) focussed on topics concerning a healthy stomach. - Guest speaker on the panel for the webinar 'Africa'. - Review and discussion of future plans at panel meeting at common interest HSI meeting in conjunction with the Unite European Gastroenterology Week, Copenhagen, October 2023. - The webinar I gave my talk in (~120 participants online) received good reviews. I was contacted by colleagues afterwards with queries for advice on UK practice regarding high quality assessment of the UPper Gi tract and management of related pathology. I was also contacted by a PI from UCL with whom a collaboration project on serum markers for risk prediction is planned. - Talk given (online webinar, several hundred participants registered) on the new European Guidelines on the management of gastric preneoplastic conditions on February 12. |
| Year(s) Of Engagement Activity | 2023,2024,2025 |
| URL | http://www.hsinitiative.org |
| Description | Invited Talk @21st Zagreb Endo Live Meeting: MAPS III for 2025 - what is important? |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Comprehensive talk on the soon to be published third edition of the European guideline on the management of preneoplastic conditions of the stomach. Broad interest, lively discussion and offer for future collaboration. |
| Year(s) Of Engagement Activity | 2024 |
| URL | http://www.endolive-zagreb.com |
| Description | Invited Talk @Annual German Gastro Conference (DGVS/Viszeralmedizin): Der H. pylori positive asymptomatische Patient. |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Invited talk at the annual conference of the German Society of Gastroenterology (DGVS) on the management of asymptomatic patients diagnosed with H. pylori infection. TED questions included and followed by a very controversial but stimulating debate. |
| Year(s) Of Engagement Activity | 2024 |
| URL | http://www.viszeralmedizin.com |
| Description | Invited Talk @Annual German Gastro Conference (DGVS/Viszeralmedizin): Vorsorgegastroskopie - fuer welche Patienten. |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Invited talk at the annual conference of the German Society of Gastroenterology (DGVS) on the pros and cons of a general screening program for gastric cancer by endoscopy in Germany. The room allowed an audience of 500 people and was well attended. There was a lively and constructive discussion, with me also bringing the UK perspective to the table. |
| Year(s) Of Engagement Activity | 2024 |
| URL | http://www.viszeralmedizin.com |
| Description | Invited Talk @Annual TOGAS Working Group Symposium: Benefits and risk of population-based H. pylori eradication. |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | State-of-the-art lecture on the benefits and risks of population based screening for H. pylori with the aim of gastric cancer prevention. Lively discussion with all representatives present. Further supportive data on this topic awaited this year when TOGAS progresses. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.togas.lu.lv/ |
| Description | Invited Talk @Annual Workshop of the European Helicobacter and Microbiota Study Group: Dyspepsia - the missing link? test-and-treat or endoscopy? |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Outline of the current strategies to manage dyspepsia with special focus on the need for intensive and potentially invasive tests. Good discussion and outcome. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.ehmsg.org/ |
| Description | Invited Talk @EHMSG Postgraduate Course: What is the optimal age for Gatsric Cancer Screening? |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Differentiated debate outlining the different variables that need to be considered when setting up a strategy for gastric cancer screening. Very good discussion with variable input that continued further into the coffee break. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Invited Talk @EHMSG workshop 2023 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | - Inivited Talk the annual meeting of the European Helicobacter and Microbiota Study Group, Antwerp September 2023. Topic was "PPI increases the risk of stomach cancer". - This was a pro/con debate in tandem with Prof Theodore Rokkas, Athens, Greece. - There was a very vivid discussion afterwards. Data presented here was included in two guideline projects (see there). |
| Year(s) Of Engagement Activity | 2023 |
| URL | http://www.ehmsg.org |
| Description | Invited Talk at BSG Campus |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Dedicated session of the Gastroduodenal Section Committee at BSG Campus (online conference, but broadcast from central studio at BSG headquarters, London). 4 state-of-the-art talks with further panel discussion / Q&A. Very good feedback, lively discussion and post-event ongoing direct requests for advice per email. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://tfigroup.eventsair.com/cmspreview/bsg-campus/programme?utm_medium=email&_hsmi=275351645&_hse... |
| Description | Invited talk at UEG Week 2023 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | - Invited talk on the (potentially) inverse risk association of H. pylori infection and oesophageal adenocarcinoma / Barrett oesophagus. - This was a tandem talk with Prof Alexander Link (Magdeburg, Germany) who addressed the association between obesity and oesophageal pathology. - There was a very vivid debate after the talk, with one member of the audience reporting that it was the best talk of the whole conference. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://ueg.eu/week |
| Description | TOGAS study (EU4Health funded) |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | - TOGAS is a Europe wide EU funded project to establish the best ways of implementing gastric cancer screening and prevention in Europe. - I am on the steering committee and am also the coordinator for work package 4 (pilot studies), in particular pilot study 2 - combined colorectal and gastric cancer screening. - The study has been launched and centres involved are recruiting. - There has been an initial workshop in Antwerp (September 2023), with participants including medical professionals, basic scientists, patient representatives and policy makers. - The project fostered a unique network of collaborators with a common interest in prevention and early detection of gastric cancer. - Further workshops and visits (e.g. in March to the joint EU JRC Science hub) are planned. |
| Year(s) Of Engagement Activity | 2023,2024,2025 |
| URL | https://www.togas.lu.lv/ |
| Description | UEG Council member (representing 'General Gastroenterology') |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | - As candidate of the EAGEN, I was interviewed and selected as one of the two representatives of the 'General gastroenterology Block' (11 international societies) on the United European Gastroenterology (UEG) council. - Together with the second representative, we engaged with all member societies and established a fruitful dialogue, aiming to align the diverse interest of all societies and advocate these in the UEG council. - This has thus far very well perceived. - The mandate if for 4 years. |
| Year(s) Of Engagement Activity | 2023,2024 |
| URL | https://ueg.eu/p/39 |