Identification of novel mechanisms of fetal-haemoglobin induction by common genetic variation in patients with sickle cell disease

Lead Research Organisation: King's College London
Department Name: Cancer Studies

Abstract

We aim to discover the molecular mechanisms by which benign common DNA variants at two genetic sites, BCL11A and HBS1L-MYB, influence fetal haemoglobin levels in adults. Fetal haemoglobin (HbF) is the oxygen-carrying molecule dominating red blood cells in the unborn. It is switched off around the time of birth and replaced with the adult form of haemoglobin. Since in patients with sickle cell disease (SCD) adult haemoglobin is defective, the ability of some adult patients to produce the fetal form will make the disease significantly milder. Much knowledge has been accumulated regarding the structure and function of the BCL11A and HBS1L-MYB sites. The HbF-affecting genetic variants reside in gene-regulating elements called 'super-enhancers' that control the activity of neighbouring genes in red blood cell precursors and thus affect their development and haemoglobin content. Little is known about how the naturally-occurring DNA changes affect the function of these 'super-enhancers'. Here, we aim to uncover novel regulatory pathways and identify transcription factors binding to genetically-variable enhancer elements. This will add to the arsenal of targets for new therapeutic approaches aiming at reactivating HbF in patients. In addition to guiding new gene therapy strategies, our results will help laying the groundwork for the development of new affordable drugs to benefit the patients suffering from SCD mainly in low-and-middle income countries, especially Africa, where more than 200,000 affected children are born annually. In the UK, the disease is present mostly through the African diaspora and shows significant clinical diversity, partially driven by the variable, genetically-determined presence of HbF.
Our experimental strategy will build on three major resources generated through collaboration: (1) four ethnically-diverse groups of well-characterised patients (n > 3,000) from the UK, Tanzania and Nigeria, where we will assemble extensive genetic data; (2) access to 2,000 genetically and haematologically characterised subjects from the TwinsUK cohort, where we will be able to obtain progenitor cells from 16 individuals with specific genetic profiles at BCL11A and HBS1L-MYB and (3) red blood cell producing cell lines carrying individual critical DNA variants generated through genome editing of the red blood cell-producing cell line BEL-A in collaboration with its creator, Prof Jan Frayne.
Our principal goals are:
(1) to genetically and functionally dissect common genetic variability at the two major quantitative trait loci for fetal-haemoglobin levels, BCL11A and HBS1L-MYB in order to unravel potentially novel molecular mechanisms through which genetic variation controls gene expression, determines HbF levels and influences the generation of red blood cells. A post-doctoral researcher recruited from our collaborators in Tanzania or Nigeria will investigate transcription factor binding (the techniques used will be EMSA - 'electrophoretic mobility shift assays', ChIP - 'chromatin immunoprecipitation') and chromatin looping (a folding of the DNA that occurs in active cells to position regulatory elements next to their target genes, the technique we will use is called '4C-seq') and gene activity in relationship with the genotype of the cells studied.
(2) to identify the causal DNA changes at three independent subloci (HMIP-1, HMIP-2B, BCL11A-2) of the above through a combination of genetic mapping and functional studies. From these we will create a genetic score that can be calculated for each patient, aimed at predicting HbF levels and clinical severity in sickle cell disease. This score will become a parameter ascertained in genetic and clinical studies, including drug trials, helping to make such studies more informative;
(3) to help build capacity and expertise for sickle cell research in Tanzania and Nigeria through training of researchers and building of extensive genetic datasets for their patient cohorts.

Technical Summary

Our project aims to dissect quantitative trait loci (QTL) for the variable persistence of fetal haemoglobin (HbF) in patients with sickle cell disease (SCD). The HbF trait is clinically important: its variable expression contributes significantly to differences in disease severity.
Our research strategy is three-pronged: starting with genetic fine-mapping in four ethnically-diverse patient populations and a total of >3,000 patients, we will move on to functional studies in primary erythroid cells derived from individuals carrying specific variant haplotypes and will finally focus our observations by investigating human erythroid cells lines where individual genetic variants have been introduced through genome editing.
Our main goals are (1) to identify novel molecular mechanisms by which common genetic variants at the HbF QTLs BCL11A and HBS1L-MYB affect pathways for the regulation of HbF; (2) to identify at least two novel causal SNPs driving the set of subloci occupying these QTLs and to weave those and robust sentinel SNPs into a universally-applicable polygenic score for the prediction of fetal haemoglobin and, ultimately, disease severity. (3) Our final goal is to help build research capacity in Africa: our collaborators in Tanzania and Nigeria will not only provide patients cohorts, but will also send trainees (one of them a post doc) to take charge of the genome-wide SNP data created for their patients, building a sustainable resource for future research.
The post doc will investigate functional effects of key variants at 2 subloci by testing for changes in transcription factor binding (EMSA, ChIP), chromosome conformation (4C-seq) and gene expression, including HbF production. Novel pathways identified by our work are intended to ultimately lead to the development of affordable treatments of this devastating condition that each year causes thousands of childhood deaths in Sub-Saharan Africa.

Planned Impact

Sickle cell disease is one of the commonest genetic diseases with over 300,000 annual births worldwide, of which about 70% occur in sub-Saharan Africa, most of the affected children will die before the age of 5. In the UK and other Western countries, the disease is present mostly through the African diaspora and shows significant clinical diversity. The main known factor that can alleviate the disease is the persistence of fetal haemoglobin (HbF) that leads to varying HbF levels being present beyond the first year of life and throughout adulthood.
HbF induction by pharmacological agents or by gene editing approaches is currently a major therapeutic target. The most important impact of our work will be that it identifies naturally-occurring molecular mechanisms, caused by common genetic variation, that lead to raised HbF in some patients and thus to milder disease. It will be desirable to replicate such genetic effects through therapy. An important outcome would be the development of affordable drugs that will be available to the large number of patients living in low-and-middle-income countries (LMIC). Thus, an immediate beneficiary of our work will be the pharmaceutical industry, where regulatory factors identified by us can become targets in drug screening or for therapeutic gene editing.

It has long been a dream of geneticists to explain human variation in health and disease through underlying genetic variability. Success so far has been restricted mostly to rare and severe conditions where single gene defects have a clear impact. In contrast, relatively small fractions of common biological variability and common disease risk have been explained by genetic variants. We aim to explain 30-40% of HbF variability in sickle cell patients through common genetic variants and to build a polygenic score that can be calculated to predict HbF levels and, to a certain degree, disease severity. Beneficiaries of such a system will be researchers and clinicians conducting clinical or drug trials, in Africa, the UK, and elsewhere, where this score will help to adjust for genetic background variability that obscures test outcomes.

Our work will also help to understand fundamental erythroid biology and globin gene regulation as well as the effects of human common genetic variation occupying super-enhancer structures. The erythroid system has long been at the forefront of regenerative medicine and stem cell therapy. Our work will help to explain how red blood cell progenitors grow and equip themselves with haemoglobin, feeding into efforts in haematopoietic stem cell transplantation, gene therapy and in-vitro erythropoiesis.

We hope that our collaborators in Tanzania and Nigeria will gain significant benefit from our joint work. We strive to contribute to the scientific capacity for sickle cell research and to the growing international reputation of the groups at Muhimbili University in Dar es Salaam, Tanzania, and at the Universities of Lagos and Abuja in Nigeria. We will provide training and teaching material for our partners and will create genome-wide genetic datasets for the Nigerian patient research cohorts, which will support researchers' independence as partners in international collaborations.

Publications

10 25 50
 
Description Evaluation & Piloting of the Rhapsody single-cell platform for red blood cells
Amount £11,900 (GBP)
Funding ID D3012/52022/Menzel/588 
Organisation King's College Hospital Charity 
Sector Charity/Non Profit
Country United Kingdom
Start 11/2022 
End 10/2023
 
Description GCRF and Newton Consolidation Accounts King's College London
Amount £600,000 (GBP)
Funding ID EP/X527920/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 03/2022 
End 03/2023
 
Title Erythroid cell line, gene edited to carry additional variation at the HbF modifier loci 
Description The BEL-A cell human erythroid cell line has been manipulated using CRISPR/Cas9 technology to carry additional variation at the BCL11A HbF modifier locus. This work has been sverely impacted by the pandemic, knocking out research staff through much of 2020 due to lab closure, need to perform childcare at home, furlough and requisitioning to the NHS frontline. Gene editing and subsequent investigation of the BEL-A has been implemented successfully in our lab by a team of students and researchers (including the RA funded by this grant). However, the specific sequence harebouring the naturally-occurring variation we are targeting has been stubbornly rsistant to any editing so far, while regions targeted for other projects have been edited with high efficiency and fidelity. To cover additional experiments and repeated modifications of the procedure to tackle the resistant sites, we have been able to obtain additional funding (£ 10,000) from a medical charity, Lions International Blood Research Appeal (LIBRA). 
Type Of Material Cell line 
Year Produced 2022 
Provided To Others? No  
Impact The pipeline for gene editing of this demanding cell line has been established in our lab and now, that normal lab activity has resumed, we are targeting additional loci. If, for some reason, sequence areas containing the common functional variants affecting our trait are resistant to present gene editing technology, we will have to re-consider our strategy. 
 
Title Genome-wide SNP data, haematological phenotypes and genetic association data for 1006 patients with sickle cell disease from Nigeria 
Description A quality-controlled dataset for 1006 patients was generated after array genotyping with the H3Africa array from Illumina, followed by TopMed imputation. For each of these patients, haematological data (blood cpounts, HPLC globin profile) are available. All patients have sickle cell anaemia (Hb SS and Hb S/beta thal-0 genotype), obtained ouside hydroxyurea therapy or blood transfusion. Patients are from across Nigeria (South-West, Central, Northern Nigeria). Genome-wide trait association data have been generated. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? No  
Impact The GWAS study will be submitted for publication in April 2023. Genome-wide summary data will be made available to outside groups upon request, for specific collaborative purposes. After the end of the present project, in 2024, the ownership of this dataset will be transferred to the Nigerian partners, where each partner will receive the genetic dataset for their own patients for further studies, foloow up or collaboration with partners of their choice. 
 
Title Single cell transcriptome dataset for human erythroid cell line at proerythroblast stage 
Description The human erythroid cell line BEL-A was cultured under basal conditions, to reach uniform erythroid stage. Single-cell transcriptomic analysis was conducted using the BD Rhapsody multi-omics platform. Transcriptome data for ~ 20,000 single cells were generated. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset will allow the detailed investigation of genes that are transcribed at a critical stage in red blood cell development, when haemoglobin production first starts during terminal erythroid differentaition. 
 
Title Single cell transcriptome dataset for human reticulocytes from peripheral blood 
Description Reticulocytes from peripheral blood of a human non-anaemic donor were puified by CD71+ flow sorting. Single cell transcriptome DATA for 120 genes and surface molecule expression (5 markers) were recorded using the BD Rhapsody multiomics platform, in two technical replicates. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This dataset allows the evaluation of active genes during the last stages of terminal erythroid differentiation, the changes in mRNA levels that occur during reticulocyte maturation and the differences between HbF carrying and Hbf-free red blood cell precursors. 
 
Description Replication and Metananalysis of new HbF modifier loci 
Organisation St Jude Children's Hospital
Country United States 
Sector Hospitals 
PI Contribution Identity of new fetal-haemoglobin loci detected in 1000 sickle cell disease patients from Nigeria
Collaborator Contribution - look-up exercise of three novel loci in data from 800 African American patients - genome-wide summary association data generated from 800 African American patients for joint analysis with UK, Nigerian, Tanzanian and US data (meta-analysis)
Impact replication data have been generated, joint publication to be submitted April 2023 meta-analysis presently in progress
Start Year 2023
 
Description Sickle cell disease in Nigeria 
Organisation Ahmadu Bello University
Country Nigeria 
Sector Academic/University 
PI Contribution We are hosting a postdoc (Dr Sola Ojewunmi) from Dr T. Adeyemo's group in Lagos for the duration of the grant. This researcher has received training in the statistical-genetic analysis of large research cohorts and will acquire molecular and cellular techniques for the study of red blood cells and erythropoiesis in vitro. A researcher from Prof O. Nnodu's group in Abuja will visit the London group, but plans have been severely disrupted by Covid (please see secondments). The project also provides a genome-wide single-nucleotide polymorphism (SNP) data set for four groups of 500 patients to the Nigerian collaborators, to be entered into independent downstream projects and collaborations after the grant ends.
Collaborator Contribution The Nigerian collaborators have recruited > 1,000 patients with sickle cell disease, and contributed DNA samples and data into the joint project also involves patients from the UK and from Tanzania. They are also providing clinical and haematological expertise as well as links to international genetic and clinical studies centered on Africa, such as H3Africa, SickleGenAfrica, the Sickle Pan-African Research Consortium (SPARCO) and others. PI (Menzel) and postdoc (Ojewunmi) have now joined SickleGenAfric and SPARCO II.
Impact Output: (1) Creation of the Nigeria Sickle Cell GWAS sample bank. The collaboration is multi-disciplinary and involves researchers with expertise in sickle cell disease (clinical, molecular diagnostics), molecular / cell biology and statistical genetics. The collaboration will be extended beyond the lifetime of the award, contributing to the building of a transnational research grouping for genetic studies, helping to assemble the large patient cohorts necessary to map new genes. This will also provide a platform for friction-less mutual confirmation and replication of initial results and meta-analysis. The partnership is designed to be equitable from the start, but the centre of gravity is likely to shift towards Nigeria over time, due to its significantly larger patient population. Covid and funding crisis (this grant was temporarily withdrawn) as well as issues with one of our collaborators (University of Abuja) created serious delays, patient shortfalls and cost overruns. However, we have been able to overcome these obstacles by - increasing the number of patients recruited from Lagos - involving additional collaborators from the Ahmadu Bello University in Zaria (Prof Hafsat Ahmad and others), Northern Nigeria and from St Thomas' Hospital, London (Prof Baba Inusa). - leveraging additional money from departmental and personal funds Thus, thanks to the fantastic resourcefulness of our postdoc and to the quick response of partners in Nigeria, we have been able to obtain samples and datasets from 1,000 eligible Nigerian patients and array genotyping has been completed.
Start Year 2020
 
Description Sickle cell disease in Nigeria 
Organisation University of Abuja
Country Nigeria 
Sector Academic/University 
PI Contribution We are hosting a postdoc (Dr Sola Ojewunmi) from Dr T. Adeyemo's group in Lagos for the duration of the grant. This researcher has received training in the statistical-genetic analysis of large research cohorts and will acquire molecular and cellular techniques for the study of red blood cells and erythropoiesis in vitro. A researcher from Prof O. Nnodu's group in Abuja will visit the London group, but plans have been severely disrupted by Covid (please see secondments). The project also provides a genome-wide single-nucleotide polymorphism (SNP) data set for four groups of 500 patients to the Nigerian collaborators, to be entered into independent downstream projects and collaborations after the grant ends.
Collaborator Contribution The Nigerian collaborators have recruited > 1,000 patients with sickle cell disease, and contributed DNA samples and data into the joint project also involves patients from the UK and from Tanzania. They are also providing clinical and haematological expertise as well as links to international genetic and clinical studies centered on Africa, such as H3Africa, SickleGenAfrica, the Sickle Pan-African Research Consortium (SPARCO) and others. PI (Menzel) and postdoc (Ojewunmi) have now joined SickleGenAfric and SPARCO II.
Impact Output: (1) Creation of the Nigeria Sickle Cell GWAS sample bank. The collaboration is multi-disciplinary and involves researchers with expertise in sickle cell disease (clinical, molecular diagnostics), molecular / cell biology and statistical genetics. The collaboration will be extended beyond the lifetime of the award, contributing to the building of a transnational research grouping for genetic studies, helping to assemble the large patient cohorts necessary to map new genes. This will also provide a platform for friction-less mutual confirmation and replication of initial results and meta-analysis. The partnership is designed to be equitable from the start, but the centre of gravity is likely to shift towards Nigeria over time, due to its significantly larger patient population. Covid and funding crisis (this grant was temporarily withdrawn) as well as issues with one of our collaborators (University of Abuja) created serious delays, patient shortfalls and cost overruns. However, we have been able to overcome these obstacles by - increasing the number of patients recruited from Lagos - involving additional collaborators from the Ahmadu Bello University in Zaria (Prof Hafsat Ahmad and others), Northern Nigeria and from St Thomas' Hospital, London (Prof Baba Inusa). - leveraging additional money from departmental and personal funds Thus, thanks to the fantastic resourcefulness of our postdoc and to the quick response of partners in Nigeria, we have been able to obtain samples and datasets from 1,000 eligible Nigerian patients and array genotyping has been completed.
Start Year 2020
 
Description Sickle cell disease in Nigeria 
Organisation University of Lagos
Country Nigeria 
Sector Academic/University 
PI Contribution We are hosting a postdoc (Dr Sola Ojewunmi) from Dr T. Adeyemo's group in Lagos for the duration of the grant. This researcher has received training in the statistical-genetic analysis of large research cohorts and will acquire molecular and cellular techniques for the study of red blood cells and erythropoiesis in vitro. A researcher from Prof O. Nnodu's group in Abuja will visit the London group, but plans have been severely disrupted by Covid (please see secondments). The project also provides a genome-wide single-nucleotide polymorphism (SNP) data set for four groups of 500 patients to the Nigerian collaborators, to be entered into independent downstream projects and collaborations after the grant ends.
Collaborator Contribution The Nigerian collaborators have recruited > 1,000 patients with sickle cell disease, and contributed DNA samples and data into the joint project also involves patients from the UK and from Tanzania. They are also providing clinical and haematological expertise as well as links to international genetic and clinical studies centered on Africa, such as H3Africa, SickleGenAfrica, the Sickle Pan-African Research Consortium (SPARCO) and others. PI (Menzel) and postdoc (Ojewunmi) have now joined SickleGenAfric and SPARCO II.
Impact Output: (1) Creation of the Nigeria Sickle Cell GWAS sample bank. The collaboration is multi-disciplinary and involves researchers with expertise in sickle cell disease (clinical, molecular diagnostics), molecular / cell biology and statistical genetics. The collaboration will be extended beyond the lifetime of the award, contributing to the building of a transnational research grouping for genetic studies, helping to assemble the large patient cohorts necessary to map new genes. This will also provide a platform for friction-less mutual confirmation and replication of initial results and meta-analysis. The partnership is designed to be equitable from the start, but the centre of gravity is likely to shift towards Nigeria over time, due to its significantly larger patient population. Covid and funding crisis (this grant was temporarily withdrawn) as well as issues with one of our collaborators (University of Abuja) created serious delays, patient shortfalls and cost overruns. However, we have been able to overcome these obstacles by - increasing the number of patients recruited from Lagos - involving additional collaborators from the Ahmadu Bello University in Zaria (Prof Hafsat Ahmad and others), Northern Nigeria and from St Thomas' Hospital, London (Prof Baba Inusa). - leveraging additional money from departmental and personal funds Thus, thanks to the fantastic resourcefulness of our postdoc and to the quick response of partners in Nigeria, we have been able to obtain samples and datasets from 1,000 eligible Nigerian patients and array genotyping has been completed.
Start Year 2020
 
Description Sickle cell disease in Tanzania 
Organisation Muhimbili University of Health and Allied Sciences
Department Department of Haematology and Blood Transfusion
Country Tanzania, United Republic of 
Sector Academic/University 
PI Contribution An agreement is in place to host a researcher from Prof Julie Makani's or Dr Siana Nkya's group in our lab for training and the set-up of a collaborative analysis pipeline across Tanzanian, Nigerian and British sites.
Collaborator Contribution Existing and new genome-wide SNP (single-nucleotide polymorphism) data have been made available from the Muhimbili Sickle Cell Research Cohort (n = 1,500) for joint analysis with data from Nigerian and UK sickle cell patients.
Impact Staff visit and training from the lab in Dar es Salaam to the lab in London arranged for 2022, funded by this grant. This collaboration is multi-disciplinary, involving clinical haematology and statistical genetics expertise.
Start Year 2020
 
Description Lions Clubs International South East 105 District Convention, 5th to 6th February 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Supporters
Results and Impact The PI (SM) was invited to speak at a regional convention of the Lions Clubs International, an world-wide service organisation.
Lions Clubs members, through their charity, Lions International Blood Research Appeal (LIBRA), supported this project with a £ 10,000 donation.
Our gene editing experiments had serious cost overruns due to repeated tries to edit key polymorphic HbF modifier sites, which seem to be uniquely resistant to present CRISPR/CAS9 procedures. We asked LIBRA for help and they came through for us, allowing us to perform more experiments.
To say thank you and maintain a close relationship with LIBRA supporters, SM agreed to speak at their regional (South East England) convention. The talk was well received and we are keeping the charity up-to-date on our research activities and outcomes. We are confident that we will be able to go back when we need help again. LIBRA funds come from individual members' donations, and a donation of £ 10,000 was a significant move for them.
Year(s) Of Engagement Activity 2022
URL https://libralionscharity.org/lions-convention-puts-sickle-cell-disease-in-the-spotlight/?fbclid=IwA...