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Identifying genetic and environmental risk factors for cleft using genome wide association study data

Lead Research Organisation: University of Bristol
Department Name: Bristol Medical School

Abstract

The Cleft Collective is a set of studies of over 2500 families from across the UK who are affected by cleft lip/palate, whose long-term goals are to develop effective treatments to reduce the risk of cleft and to improve the physical, functional and emotional wellbeing of people born with a cleft. Since the study was established in 2012, we have built one of the world's largest banks of biological samples from children born with a cleft and their parents, in addition we have secured funding to generate genetic data on this cohort. We represent a cleft study of more than 1000 families collected and recruited in Bonn Germany which has DNA samples but does not currently have funding for genotyping. We are now hoping to take advantage of these impressive endeavours by seeking funding to generate genetic data on the Bonn study and then analyse both studies to identify genetic variants which cause cleft both among children born with a cleft and their mothers. We will also use this information to identify non-genetic (environmental) factors that cause clefts using an analytical technique called Mendelian randomization. An improved understanding of these causes will be vital in helping us to achieve our long-term goals, and it will also provide a valuable resource to other researchers from around the world. Findings from this work will be directly relevant to the large global community of people born with a cleft (approximately 1 in every 650 births), but also to the needs of people affected by craniofacial abnormalities and conditions related to cleft which may have many of the same risk factors.

Technical Summary

Approximately 1 in every 650 children born in the UK each year will have an orofacial cleft. The Cleft Collective (CC) is a set of cohort studies of children born with a cleft across the UK and their families set up in 2012 which to date has recruited over 2500 families. In addition, a similar family study including around 1000 families has been recruited in Bonn Germany. Both studies have banks of biological samples (blood, cleft tissue or saliva) collected from participants and the CC has funding to genotype participants using a genome wide association study chip.
The aim of this project is to genotype the Bonn sample using the same chip as the CC and use data from both studies to carry-out genome wide association studies (GWAS) to determine whether there are further common variants (not so far detected) associated with cleft lip and/or cleft palate. We will carry-out GWAS by cleft subtypes to look for subtype-specific genetic variants, carry-out a GWAS of mothers of children born with a cleft to determine whether there are maternal genetic variants that increase the risk of having a child with a cleft and investigate parent-child gene interactions in cleft. In order to identify non-genetic modifiable risk factors for cleft we will carry-out two sample hypothesis-driven and hypothesis-free Mendelian randomization using GWAS data from mothers to determine whether exposures in pregnancy are likely to cause cleft. This is an analytical technique pioneered and advanced by researchers at the University of Bristol, which uses genetic variants as surrogates for environmental exposures to overcome problems of confounding, measurement error and reverse causation which are inherent in observation studies. The analyses listed above will allow us to identify the causes of cleft, and determine subtype specific risk factors, and inform public health policy to reduce the occurrence of cleft.

Planned Impact

The Cleft Collective Cohort Studies have involved individuals with a cleft and parents of children with a cleft from the design stage of the study; they have had input into the development of the study design, protocols and questionnaires. The research agenda is driven by the James Lind Alliance priorities (http://www.jla.nihr.ac.uk/priority-setting-partnerships/cleft-lip-and-palate) which brings together patients, carers and health care staff to set priorities for research.
Around one in every 650 babies born in the UK have a cleft, whilst the cleft is normally repaired within the first year of life, further treatments for related speech, hearing and psychological problems are common and often further surgery is required as the child grows. Therefore this condition has considerable morbidity associated with it. In addition, in developing countries the presence of a cleft is still associated with substantially higher mortality rates than for the general population. In order to prevent clefts from occurring Midwives and public health specialists need clear messages on causal modifiable risk factors which they can use to inform the public. In addition the public themselves can only take action to reduce the risk of having a child with cleft if they have evidence based information on causal risk factors. This will come from the Mendelian randomization work proposed in this grant. Where the evidence suggests that an exposure is unlikely to make a substantial contribution to cleft this will be lead to deprioritisation of that particular risk factor from further research. Similarly, where we find genetic risk factors for cleft, this information will be shared with genetic counsellors and other health professionals who are in contact with those directly affected.
The pathways for feeding back to the relevant health professionals and in translating our findings to practice are very clear. We work very closely with all 17 Cleft centres and with a multidisciplinary group of professional across the UK in order to recruit patients into the Cleft Collective and we feedback research findings to them on a regular basis. We intend to present our findings at the annual Craniofacial Society of Great Britain and Ireland conference which attracts a wide audience of health care professionals working in the cleft field. We also plan to organise a workshop on Cleft Genetics at the outset of this study for those working in this area of research, to generate collaboration and encourage use of the data generated in this study.
We will disseminate the findings from this research to those taking part in the Cleft Collective cohort studies via social media, newsletters and a webinar in doing so hopefully encourage participation and retention in this research. We will also disseminate this research to the wider cleft community by presenting at the Cleft Lip and Palate Association Conference (CLAPA) and seek to inform the general public about cleft by participating in science festivals.
The genetics data and detailed phenotype information and summary statistics generated in this project will be available to academics and healthcare workers to carry out research on cleft and on related conditions, such as hearing outcomes and speech outcomes, and we will promote the use of this data via dissemination and training.

Publications

10 25 50

publication icon
Fell M (2023) Sidedness in Unilateral Orofacial Clefts: A Systematic Scoping Review. in The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association

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Fell M (2024) Cleft lip Sidedness and the Association with Additional Congenital Malformations. in The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association

 
Title Animation on cleft genetics 
Description A short video explaining what is known about cleft genetics and what we plan to investigate in this study. 
Type Of Art Film/Video/Animation 
Year Produced 2020 
Impact Positive feedback from study participants who want to know what we are using their samples and data for. 
URL http://www.bristol.ac.uk/dental/cleft-collective/news/2020/cleft-genetics.html
 
Title sj-jpg-10-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-jpg-10-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-jpg-10-cpc-10_1177_10556656211040015_-_Supplemental_mat...
 
Title sj-jpg-11-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-jpg-11-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-jpg-11-cpc-10_1177_10556656211040015_-_Supplemental_mat...
 
Title sj-jpg-12-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-jpg-12-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-jpg-12-cpc-10_1177_10556656211040015_-_Supplemental_mat...
 
Title sj-jpg-13-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-jpg-13-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-jpg-13-cpc-10_1177_10556656211040015_-_Supplemental_mat...
 
Title sj-png-4-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-png-4-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-png-4-cpc-10_1177_10556656211040015_-_Supplemental_mate...
 
Title sj-png-6-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-png-6-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-png-6-cpc-10_1177_10556656211040015_-_Supplemental_mate...
 
Title sj-png-8-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-png-8-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-png-8-cpc-10_1177_10556656211040015_-_Supplemental_mate...
 
Title sj-png-9-cpc-10.1177_10556656211040015 - Supplemental material for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis 
Description Supplemental material, sj-png-9-cpc-10.1177_10556656211040015 for Maternal Cigarette Smoking and Cleft Lip and Palate: A Systematic Review and Meta-Analysis by Matthew Fell, Kyle Dack, Shaheel Chummun, Jonathan Sandy, Yvonne Wren and Sarah Lewis in The Cleft Palate-Craniofacial Journal 
Type Of Art Image 
Year Produced 2021 
URL https://sage.figshare.com/articles/figure/sj-png-9-cpc-10_1177_10556656211040015_-_Supplemental_mate...
 
Description HARMONY - HeAlthieR sMiles fOr children with cleft bY improving caries prevention and management
Amount £494,169 (GBP)
Organisation National Institute for Health and Care Research 
Sector Public
Country United Kingdom
Start 11/2022 
End 11/2025
 
Description Improving mental health outcomes in children born with an orofacial cleft: Identifying children at most risk to target clinical provision
Amount £609,000 (GBP)
Funding ID MR/W020297/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 03/2022 
End 03/2025
 
Description Novel approaches to understand the link between maternal smoking and cleft lip and palate
Amount £50,000 (GBP)
Funding ID Fellowship awarded to Matt Fell 
Organisation Vocational Training Charitable Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 11/2020 
End 11/2021
 
Description Policy Support Fund proposal: Cleft Collectives policy workshop
Amount £15,141 (GBP)
Organisation University of Bristol 
Sector Academic/University
Country United Kingdom
Start 06/2021 
End 07/2022
 
Description Synergistic effects of Human Head Morphology with Sleep Apnea and Related Comorbidities
Amount € 569,085 (EUR)
Funding ID G017225N 
Organisation Research Foundation - Flanders (FWO) 
Sector Charity/Non Profit
Country Belgium
Start 01/2025 
End 12/2028
 
Title Cleft Collective Covid19 questionnaire 
Description An online questionnaire was sent to all cleft collective participants in June/July 2020 to capture the effect of Covid19 pandemic and the subsequent lockdown on children in the cleft collective. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact This new data will allow researchers to study the effect that delayed surgery, delayed speech therapy and other treatments has on children born with a cleft. It will also allow researchers to investigate the impact of school closures on children born with a cleft; information which may also be applicable to other children born with anomalies who require ongoing treatments. 
URL http://www.bristol.ac.uk/dental/cleft-collective/news/2020/cvd19infographic.html
 
Title Summary statistics from genome wide association studies for Cleft Collective 
Description We have generated genome wide association study summary statistics of children born with a cleft compared to controls, which is now available to other researchers. 
Type Of Material Database/Collection of data 
Year Produced 2025 
Provided To Others? No  
Impact The dataset will soon be used in a multi-ancestry GWAS being conducted by researchers from University of Exeter, and Researchers from the USA and China. 
 
Description Cleft laterality project 
Organisation Royal Children's Hospital Melbourne
Country Australia 
Sector Hospitals 
PI Contribution Contributed to discussions on future research (including genetic analysis) of risk factors and outcomes related to the left/right sided presentation of cleft. We have so far contributed to a research protocol and drafted an abstract.
Collaborator Contribution Taken part in discussions on a joint research project, drafted a protocol.
Impact No outputs yet.
Start Year 2021
 
Description Facial Morphology and Sleep Apnea 
Organisation University of Leuven
Country Belgium 
Sector Academic/University 
PI Contribution Establishing the collaboration, grant writing, intellectual input into the funded grant.
Collaborator Contribution Contributing to grant writing. Leading on a successful research bid.
Impact Research grant awarded to Professor Peter Claes (an associate professor in a dual appointment at the department of electrical engineering (ESAT), processing of speech and images (PSI) and the department of human genetics), along with myself the following additional collaborators as coapplicants; Sarah Bauermeister, associate Professor of Cognitive Neuropsychology from University of Oxford and Dr Ullrich Bartsch who is a Lecturer at the Surrey Sleep Research Centre at the University of Surrey. Details of grant awarded - 2025, Synergistic effects of Human Head Morphology with Sleep Apnea and Related Comorbidities, FWO Flanders, 569.085€, G017225N, Jan 2025- Dec 2028, Co-I.
Start Year 2022
 
Description (Keynote lecture) European Cleft Palate and Craniofacial Association Conference. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I gave a joint keynote lecture with Matt Fell and David Chong at the European Cleft Palate and Craniofacial Association Conference on "Laterality in orofacial clefts: implications of laterality for comorbidities and genetics". This talked sparked questions, and resulted in new collaborations.
Year(s) Of Engagement Activity 2025
 
Description American Cleft Palate Association Conference presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact American Cleft Palate Association Conference - 2 to 6th May 2023. Oral presentation- Identifying undiagnosed syndromes by the presence of congenital anomalies and comorbidities among children in the Cleft Collective cohorts. Presentation sparked questions and highlighted the study as a resource for research.
Year(s) Of Engagement Activity 2023
URL https://acpacares.org/
 
Description Cleft Collective PPI group 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Study participants or study members
Results and Impact I presented findings from the genetic studies with the Cleft Collective to our PPI group, and outlined plans for future work. The group had the opportunity to ask questions, provide feedback and suggest ideas for future research.
Year(s) Of Engagement Activity 2024
 
Description Contribution to Cleft Collective newsletter 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Study participants or study members
Results and Impact Contribution to 3 Cleft Collective newsletters to inform participants of the cohort about genetic study, the people involved and related research findings
Year(s) Of Engagement Activity 2020,2021,2022
URL http://www.bristol.ac.uk/dental/cleft-collective/news/2021/winter-newsletter-2021-.html
 
Description Contribution to study participant involvement group 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Study participants or study members
Results and Impact At least one of the co-applicants has contributed to every meeting of the Cleft Collective study participant involvement group. The meetings are held every 3 months and discuss new data collections planned, new research studies, research findings and any concerns of the participants involved in the study.
Year(s) Of Engagement Activity 2020,2021,2022
 
Description Facebook live Q&A Cleft genetics 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Patients, carers and/or patient groups
Results and Impact I took part in a Facebook live question and answer session on Cleft Genetics for cleft charity CLAPA. The audience was primarily parents of children born with a cleft. Many people posted questions and joined the session live and a video recording of the session was viewed over 1000 times. 21st November 2023
Year(s) Of Engagement Activity 2024
URL https://www.facebook.com/watch/live/?ref=watch_permalink&v=829793552251007
 
Description Gave a presentation for the INSPIRE programme 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact On the 7th December 2022 I gave a presentation and discussed the research possibilities within the cleft collective to 2 dental students for the INSPIRE programme. This is a national initiative from the Academy of Medical Sciences funded by the Wellcome Trust which aims to encourage Medical and Dental students to engage with research.
Year(s) Of Engagement Activity 2022
URL https://acmedsci.ac.uk/grants-and-schemes/mentoring-and-other-schemes/inspire
 
Description Patient and Public Involvement group for the Cleft Collective 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Patients, carers and/or patient groups
Results and Impact We held a PPI group meeting for the Cleft Collective Cohort studies to discuss the research being carried-out within the study. This sparked a lot of questions and discussion about the study.
Year(s) Of Engagement Activity 2022
 
Description Presentation to Cleft Genetics Clinical Excellence Network 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact I gave an invited talk to a group of around 15 clinical geneticists on the Cleft Collective study, which sparked questions and discussion and ideas for future related research.
Year(s) Of Engagement Activity 2024
 
Description School visit 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact I delivered two separate talks on my career journey and careers in academia to year 12 students (13th Dec 2022) and year 13 students (15th Dec 2022) at Wyedean School and Sixth Form Centre, Sedbury, Gloucestershire. This was part of the school's strategy to increase exposure of the students to different career options.
Year(s) Of Engagement Activity 2022
 
Description School visit- Famelab judge 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 10 shortlisted year 9 pupils gave science presentations in a competition to see who would represent the school in a national science competition (FameLab), the audience was the whole of year 8 (around 150 pupils)
Year(s) Of Engagement Activity 2022
URL https://www.cheltenhamfestivals.com/famelab
 
Description Spires Cleft Centre 20th Anniversary day, invited presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact A mixture of cleft professionals including surgeons, nurses, speech therapist and psychologists attended a day of talks to celebrate 20 years of the Spires regional cleft centre. I was invited to present a talk on "10 years of Cleft Collective: establishing the cohort and research highlights." my talk led to questions and discussions about future research.
Year(s) Of Engagement Activity 2024
 
Description Understanding the Genetic Causes of Cleft - Talk for cleft clinicians 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Talk for an online journal club, attended by around 15 clinicians working with patients with a Cleft. The meeting was hosted in Bristol but with participants from around the South West region. The presentation sparked several questions relating to cleft genetics.
Year(s) Of Engagement Activity 2023