Leveraging the power of genomics and transcriptomics to revolutionise the diagnosis and understanding of neurological disorders

Lead Research Organisation: University College London
Department Name: Institute of Neurology

Abstract

There is a huge unmet need amongst patients with neurological disorders. Inevitably, this has led to very high neurology-specific recruitment within the Genomics England NHS 100,000 genomes (100K) project. Families with neurological disorders account for 24.1% of all genome sequencing (WGS) carried out in the 100K so far, amounting to 13,326 individuals from 6,807 families. At present affected individuals from each of these families are screened for the known diagnostic genes by the 100K team, but only around 20% of patients gain a diagnosis, this still leaves 80% of families with no genetic cause identified that require further investigation. At current rates, by the end of the project we expect to have a cohort of >15,000 genomes and >8,000 families.

The primary challenge of genome analysis is that the capacity of WGS to discover genetic variants substantially exceeds our ability to interpret their functional and clinical impact. We are uniquely placed to make use of the opportunities provided by the 100K project to investigate neurodegenerative disorders, due to: a) the genome sequencing of a large number of neurology probands and family members, b) the unique nature of the NHS healthcare system that allows us to track patients and access large amounts of clinical information associated with each sample that will be crucial for variant interpretation, c) the collection of biosamples available from probands and relatives that will allow downstream biological analysis, and d) the 100K NHS consent to go back to families up to four times per year for further research needs and with the majority of neurology families based at our institutions this will be important for deeper phenotypes and further samples.

As a team, we already have an impressive track-record in neurogenetics. We have used WGS data to identify and characterise a wide range of mutation types and disease genes, including point mutations, genomic duplications and deletions, novel de-novo and mosaic mutations, newly identified expressed non-coding regions that we have re-annotated and recently an unpublished novel repeat expansion that causes ataxia (see preliminary data in the case for support).

We will apply an integrated analytical approach in this proposal, by investigating and identifying the genomic abnormalities in the undiagnosed neurological disorders in the 100K, focusing on inherited neurodegenerative and combining this with the clinical data collected. We will identify a large number of potentially pathogenic variants and optimise variant annotation and prioritisation using brain transcriptome data. We will use RNA sequencing to further increase the diagnostic yield, and the availability of additional sequenced disease cohorts through our research and collaborations will increase our ability to validate the pathogenicity of new disease genes and expand the disease phenotypes. Using this approach, we will identify new genes and common mechanisms responsible for specific phenotypes that have an impact across the spectrum of Mendelian and non-familial neurodegenerative disorders. This will also allow us to re-definite of the classification of neurodegenerative diseases based on the use of WGS and the advanced understanding of the molecular mechanisms, as opposed to the traditional 'major-phenotype' based approach currently used to date.

This proposal is timely, with complete release of the entire 100K WGS dataset on 31/12/2018. Our approach will increase our capacity to diagnose new neurological disorders, whist also defining new mechanisms and pathways of diseases. Inherited and aggressive disorders are likely to involve defects in key cellular pathways, involving mechanisms relevant many forms of common neurodegenerative disorders that will underpin the development of treatments for currently incurable disorders.

Technical Summary

The primary challenge of genome analysis is that the capacity of genome sequencing to discover genetic variants substantially exceeds our ability to interpret their functional and clinical impact. We are uniquely placed to make use of the opportunities provided by the 100K to investigate neurodegenerative disorders, due to the large number of families, extensive clinical data and the 100K collection of biosamples.

We will apply an integrated analytical approach in this proposal to;
(a) Investigate and identify genomic abnormalities in the undiagnosed neurological disorders in the 100K using bioinformatic techniques, focusing on inherited neurodegenerative disorders and combining this with the extensive clinical data collected. Primarily we will find new disease genes and mosaic base substitutions, mutations in noncoding regions including potential novel exons currently annotated as intronic regions or conserved/constrained elements, mitochondrial DNA and nuclear mitochondrial mutations, (iv) cryptic splicing, (v) deletions, insertions, inversions and (vi) new repeat expansion disorders. (b) We will identify a large number of potentially pathogenic variants and optimise variant annotation and prioritisation using transcriptome data to improve diagnostic yield. (c) We will use RNA sequencing to further increase the diagnosis, and the availability of additional sequenced diseased cohorts through our research and collaborations, will increase our ability to validate pathogenicity of new disease genes. Using this approach, we will identify common mechanisms responsible for specific phenotypes that have an impact across the spectrum of Mendelian and non-familial neurodegenerative disorders. (d) This will allow a greater understanding of the use of genomics in diagnostic practice and help re-define the classification of neurodegenerative diseases based on advanced understanding of the molecular mechanisms, as opposed to the traditional 'major-phenotype' based approach.

Planned Impact

The Genomics England NHS 100,000 genomes (100K) project provides an unprecedented opportunity to identify novel genes, disease mechanisms and pathway discovery in neurological disorders. Families with neurological disorders account for 24.1% of all genome sequencing (WGS) carried out in the 100K so far, amounting to 13,326 individuals from 6,807 families. At present affected individuals from each of these families are screened for known diagnostic genes by the 100K team, but only around 20% of patients gain a diagnosis, this still leaves 80% of families with no cause identified that need to be further investigated. We will apply an integrated analytical approach in this proposal, by investigating and identifying the genomic abnormalities in the undiagnosed neurological disorders, focusing on inherited neurodegenerative and combining this with the clinical data. We will identify a large number of potentially pathogenic variants and optimise variant annotation using transcriptome data to improve diagnostic yield. We will use RNA sequencing to further increase gene discovery, and the availability of additional sequenced diseased cohorts through our research and collaborations, will increase our ability to validate pathogenicity. Using this approach, we will identify common mechanisms responsible for specific phenotypes that have an impact across the spectrum of Mendelian and non-familial neurodegenerative disorders.

This is a collaborative project, the main investigators are based at UCL, Cambridge, Oxford and Newcastle Universities but we have a number of project partners in the UK within the neurology GeCIP and other clinical and genetic collaborators un Europe and the United States.

Other beneficiaries include: 1) Patients and patient organisations, 2) Basic and clinical scientists in neurology, neuroscience and genetics, 3) Students and other healthcare professionals in training, 4) Policy and guidelines and 5) Pharmaceutical industry.

There are particular challenges faced in the field of inherited neurological and neurodegenerative disorders, where there is significant unmet need and urgency in identifying new genetic mechanisms and disease-causing pathways. Genomics and omics are relatively new and there will challenges to integrate these techniques into clinical diagnostic pipelines. The clinical and academic groups who work in these areas require resources and know-how to underpin delivery of genomic translational research and work with industrial partners. By targeting the needs of these distinct stakeholder groups, we will provide outputs which will promote genomics, as well as promoting UK international research competitiveness. Strong partnerships are already in place to ensure that impact can be maximised. These include: 1) Key roles for our PIs in national/international/industry organisations, 2) Involvement in patient organisations, and 3) Leading roles of PIs in host clinical/academic organisations.

Patients and patient organisations: They will benefit from new genes, mechanisms and precise genomic diagnosis and cohort stratification enabling trial ready cohorts for the experimental medicine studies. Improved diagnostics and treatments will ultimately impact on health.

Clinicians and academics: The PIs and collaborators contain a number of experienced clinicians with neurogenetic know-how to deliver accurate phenotypes and genomic translational research effectively.

Policy and guidelines: An understanding of the translation of new disease gene testing through to the diagnostic laboratories will be important, as will a detailed understanding of prevalence and population specific genetic variation. We will use resultant data to improve diagnostic and management guidelines.

Industry: The identification of new genes, genetic mechanisms and disease-causing pathways will be important to industry as will the development of stratified cohorts, research know-how, and the resources developed here.

Publications

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Al Shareef SM (2019) Kleine-Levin syndrome is associated with LMOD3 variants. in Journal of sleep research

 
Title Additional file 1 of Prevalence of familial cluster headache: a systematic review and meta-analysis 
Description Additional file 1: Supplementary Figure 1. Density plot confirming normality following transformation of data. 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://springernature.figshare.com/articles/Additional_file_1_of_Prevalence_of_familial_cluster_hea...
 
Title Additional file 1 of Prevalence of familial cluster headache: a systematic review and meta-analysis 
Description Additional file 1: Supplementary Figure 1. Density plot confirming normality following transformation of data. 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://springernature.figshare.com/articles/Additional_file_1_of_Prevalence_of_familial_cluster_hea...
 
Title Additional file 2 of Prevalence of familial cluster headache: a systematic review and meta-analysis 
Description Additional file 2: Supplementary Figure 2. Analysis involved random effects model which included all the identified studies estimating the prevalence of family history. 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://springernature.figshare.com/articles/Additional_file_2_of_Prevalence_of_familial_cluster_hea...
 
Title Additional file 2 of Prevalence of familial cluster headache: a systematic review and meta-analysis 
Description Additional file 2: Supplementary Figure 2. Analysis involved random effects model which included all the identified studies estimating the prevalence of family history. 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://springernature.figshare.com/articles/Additional_file_2_of_Prevalence_of_familial_cluster_hea...
 
Title Additional file 3 of Prevalence of familial cluster headache: a systematic review and meta-analysis 
Description Additional file 3: Supplementary Figure 3. Diagnostic plots indicating the presence of an outlier in the estimation of relative proportion of effected probands with positive family history of CH. 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://springernature.figshare.com/articles/Additional_file_3_of_Prevalence_of_familial_cluster_hea...
 
Title Additional file 3 of Prevalence of familial cluster headache: a systematic review and meta-analysis 
Description Additional file 3: Supplementary Figure 3. Diagnostic plots indicating the presence of an outlier in the estimation of relative proportion of effected probands with positive family history of CH. 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://springernature.figshare.com/articles/Additional_file_3_of_Prevalence_of_familial_cluster_hea...
 
Description Xenopus Oocytes in epilepsy and neurodevelopmental disorders
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact Xenopus Oocytes in epilepsy and neurodevelopmental disorders; advance in understanding disease genes and proteins
 
Description Investigating channels and synaptic genes in epilepsy; focus on GAD1
Amount £50,000 (GBP)
Organisation Austrian Neurology Society 
Sector Learned Society
Country Austria
Start 03/2019 
End 04/2021
 
Description The London Interdisciplinary Biosciences Consortium Doctoral Training Partnership in the UK (LiDO); The largest BBSRC funded Doctoral Training Partnership
Amount £120,000 (GBP)
Funding ID Investigating channels and synaptic genes as causes of neurological disorders. Particular focus on GAD1 and KCNA6 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 03/2020 
End 10/2023
 
Title Modelling defects in channel and synaptic genes in Xenopus Oocytes and targeting potential therapeutic interventions 
Description Modelling defects in channel and synaptic genes in Xenopus Oocytes and targeting potential therapeutic interventions. We have identified a number of mutations associated with developmental disorders, such as GAD1, KCNA5, KCNA6, VAMP1, VAMP2 and GRIA2. These are important causes of disease in patients and families. We are modelling the mutant as compared with the wild type by expressing them in Xenopus Oocytes and patch clamping the protein channel/membrane associated release mechanism. This system allows the introduction of potential therapies into the oocyte media. 
Type Of Material Model of mechanisms or symptoms - in vitro 
Year Produced 2020 
Provided To Others? Yes  
Impact We are modelling the mutant as compared with the wild type by expressing them in Xenopus Oocytes and patch clamping the protein channel/membrane associated release mechanism. This system allows the introduction of potential therapies into the oocyte media. Further papers are planned for 2021 on the important KCNA6 gene and protein 
 
Title 100,000 genomes neurology GeCIP; disease genes and variants in channels, epilepsy and neurodevelopmental genes 
Description 100,000 genomes neurology GeCIP; disease genes and variants in channels, epilepsy and neurodevelopmental genes From the approx 80,000 rare disease genomes we have identified and fed back to the 100,000 genomes research environment mutations and variants for research and we have an open access way for projects through 100,000 genomes to be submitted to access these data from NHS Genomics England 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact New disease genes, variants, pharmacogenomics 
 
Description Collaboration on GRIA channels with the UCL Cull-Candy lab 
Organisation University College London
Country United Kingdom 
Sector Academic/University 
PI Contribution Drs Ian D. Coombs, Prof Stuart G. Cull-Candy and Prof Mark Farrant on the functional characterisation of GRIA channels
Collaborator Contribution Functional characterisation of GRIA channels
Impact Current paper on GRIA in preparation
Start Year 2020
 
Description Coriell biobank 
Organisation Coriell Institute for Medical Research
Country United States 
Sector Academic/University 
PI Contribution Largest biobank in the world. We have over 3500 epilepsy samples from this biobank
Collaborator Contribution Well characterised patient material and cell lines
Impact Coriell have helped with a great deal of work on control and disease patients
Start Year 2014
 
Description FARA collaboration to share data 
Organisation Friedreich's Ataxia Research Alliance
Country United States 
Sector Charity/Non Profit 
PI Contribution The Friedreich's ataxia samples collected from around the world in this award were imperative in gaining funding from FARA to genotype samples in the same way they have done on USA Friedreich's ataxia samples and the data shared
Collaborator Contribution Sharing of FRDA genotyping
Impact None as yet
Start Year 2020
 
Description Friedreich's ataxia - EFACTS 
Organisation European Friedreich's Ataxia Consortium for Translational Studies (EFACTS)
Country European Union (EU) 
Sector Charity/Non Profit 
PI Contribution Friedreich's ataxia - EFACTS Collaboration on Friedreich's ataxia age at onset analysis
Collaborator Contribution Friedreich's ataxia - EFACTS Collaboration on Friedreich's ataxia age at onset analysis
Impact Collaboration on Friedreich's ataxia age at onset analysis Analysis and GWAS array genotyping under way
Start Year 2018
 
Description Genomics England (GEL) 100,000 genomes project: population diversity project 
Organisation Genomics England
Country United Kingdom 
Sector Public 
PI Contribution Genomics England 100,000 genomes project: population diversity project Over the next 3 years GEL will sequence 20,000 patients from diverse populations. Neurology will be a major component of this and will benefit diagnosis and gene discovery in diverse, underrepresented populations in many ares of neurology
Collaborator Contribution Over the next 3 years GEL will sequence 20,000 patients from diverse populations. Neurology will be a major component of this and will benefit diagnosis and gene discovery in diverse, underrepresented populations in many ares of neurology
Impact None as yet
Start Year 2023
 
Description Genomics England 100,000 genomes project Transcriptome sequencing 
Organisation Genomics England
Country United Kingdom 
Sector Public 
PI Contribution Genomics England Transcriptome sequencing In 100,000 genomes project, patients that gave mRNA as PAXgene blood will have RNA extracted and transcriptome sequencing. We plan to investigate the transcriptome in comparison with the genome sequencing to increase diagnostic yield, indentify known and new disease gene pathways
Collaborator Contribution Genomics England Transcriptome sequencing In 100,000 genomes project, patients that gave mRNA as PAXgene blood will have RNA extracted and transcriptome sequencing. We plan to investigate the transcriptome in comparison with the genome sequencing to increase diagnostic yield, indentify known and new disease gene pathways. The transcriptome sequencing will benefit a number of rare disease projects
Impact None as yet
Start Year 2023
 
Description Genomics England Genome Sequencing (100,000 genomes) and Neurology GeCIP (HH is co-lead) 
Organisation Genomics England
Country United Kingdom 
Sector Public 
PI Contribution Genomics England Genome Sequencing (100,000 genomes) and Neurology GeCIP (HH is co-lead)
Collaborator Contribution Genomics England Genome Sequencing (100,000 genomes) and Neurology GeCIP (HH is co-lead)
Impact Genomics England Genome Sequencing (100,000 genomes) and Neurology GeCIP (HH is co-lead)
Start Year 2015
 
Description Genomics England collaboration on new disease genes and risk factors 
Organisation Genomics England
Country United Kingdom 
Sector Public 
PI Contribution Collaboration on disease genomes
Collaborator Contribution Collaboration on disease genomes
Impact See publications in high impact journals such as Nature Genetics
Start Year 2019
 
Description MRC Brain bank network 
Organisation Medical Research Council (MRC)
Department MRC UK Brain Banks Network
Country United Kingdom 
Sector Academic/University 
PI Contribution MRC Brain bank network has brought disease and control brain tissue. This has been used for genetic, RNA and functional studies
Collaborator Contribution They provide brain tissue
Impact Helped a number of projects, such as in papers; Cortese et al, Nat Genetics, 2019
Start Year 2015
 
Description Neuromics FP7 collaboration 
Organisation European Commission
Department Seventh Framework Programme (FP7)
Country European Union (EU) 
Sector Public 
PI Contribution Neuromics FP7 collaboration where we received funding for a post-doc (to prof hanna) and also funding for sequencing. There was significant collaboration and added value from this collaboration with shared results and materials
Collaborator Contribution Shared results and materials - genome/exome sequencing, functional data and patient materials
Impact Publications, collaboration and preparation for other rare disease grants
Start Year 2012
 
Description Synaptopathies consortium 
Organisation Partnership for Advanced Computing in Europe (PRACE)
Country Belgium 
Sector Academic/University 
PI Contribution Synaptopathies consortium: Wellcome Trust strategic award Sequencing in paroxysmal disorders with collaboration with Rothman, Kullmann, Hanna, Sisodiya, Goadsy and others
Collaborator Contribution Families and samples
Impact Built up a significant cohort
Start Year 2015
 
Description UK Biobank data analysis 
Organisation UK Biobank
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution UK Biobank data analysis: analysis of UK data
Collaborator Contribution UK Biobank data
Impact Data for ongoing analysis
Start Year 2021
 
Description UK Biobank; control and disease genomic data 
Organisation UK Biobank
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Control and disease genomic data. Important as they have over 0.5M people enrolled and >200,000 exomes sequenced
Collaborator Contribution Sharing clinical details and genomic data
Impact These data have been used in a number of projects
Start Year 2020
 
Title Long-read sequencing for diagnostics and research 
Description Long-read sequencing for diagnostics and research, in RNA and DNA. Particularly important in difficult to sequence genetic regions such as repeat expansions and pseudogenes 
Type Diagnostic Tool - Non-Imaging
Current Stage Of Development Refinement. Non-clinical
Year Development Stage Completed 2022
Development Status Under active development/distribution
Impact Particularly important in difficult to sequence genetic regions such as repeat expansions and pseudogenes 
 
Description Backmann-Strauss dystonia society meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Type Of Presentation Keynote/Invited Speaker
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Backmann-Strauss dystonia society meeting and presentation
Year(s) Of Engagement Activity 2013
 
Description Childhood Motor Neuron Disease or BVVL society 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Type Of Presentation Workshop Facilitator
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact BVVL expert panel

Many patients referred for further investigation and have given tissue and blood
Year(s) Of Engagement Activity 2011
 
Description Egypt presentation of genomic results 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Egypt (Alexandria) presentation of genomic results
Year(s) Of Engagement Activity 2022
 
Description Genomics England Genome Sequencing (100,000 genomes) and Neurology GeCIP (HH is co-lead) 
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 Genomics England Genome Sequencing (100,000 genomes) and Neurology GeCIP (HH is co-lead)
Year(s) Of Engagement Activity 2015,2017,2018,2019,2020
URL http://www.genomicsengland.co.uk
 
Description HSP society 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Type Of Presentation Keynote/Invited Speaker
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact HSP yearly meet and section in HSP booklet
Year(s) Of Engagement Activity 2012,2013
 
Description Spastic paraplegia society booklet 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Participants in your research and patient groups
Results and Impact HSP society, 2000-3000 patients. designed a management booklet.

Better care for patients
Year(s) Of Engagement Activity 2009,2010
 
Description Tunisia SFAX neurology and neuroscience department; developmental disorders and epilepsy 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Neurology and neuroscience department; developmental disorders and epilepsy.
Open to all Neuroscience in Tunisia
Year(s) Of Engagement Activity 2020