Causal determinants of dementia with a vascular component (DVC-RISK)
Lead Research Organisation:
UNIVERSITY COLLEGE LONDON
Department Name: Division of Psychiatry
Abstract
Dementia is the leading cause of death in England and Wales. It is characterised by memory loss and visuospatial problems (e.g. becoming lost in a familiar environment) and is an extremely distressing disease for both the affected patients and their families. There are currently no treatments able to halt or delay progression, and we know very little about what causes it. Vascular dementia (VaD) is the second most common dementia type after Alzheimer's disease (AD), estimated to affect 1-5% of over 65s. However, studies examining VaD prevalence include only 'pure' cases; meaning patients with other types of dementia are excluded. In reality, over 70% of dementia cases are 'mixed', meaning multiple pathologies exist in the same patient to varying degrees. Thus, the true prevalence of dementia with a vascular component (DVC) is likely much higher than previously estimated. Huge progress has been made in understanding genetic contributions to AD, with large genome-wide association studies (GWAS) on post-mortem and living cohorts identifying 30 genetic markers. This has enabled researchers, including myself, to investigate causal environmental risk factors for AD using state-of-the-art analytical approaches. However, research for DVC has severely lagged. AD GWAS have excluded patients with cerebrovascular disease, and published GWAS for VaD contain only "pure" cases, meaning samples are small (~100s of cases) and also less clinically representative, because pure VaD cases are relatively rare. VaD GWAS also contain only living cohorts, making diagnosis imprecise.
During this fellowship, I will genotype 7,000 people from the MRC UK Brain Bank Network (meaning the whole of the brain bank is genotyped), and generate the Brain Genetics Platform, bringing together from across the globe existing post-mortem brain banks that have linked genetic data, to establish the worlds' largest such resource for the scientific community (minimum 16,500 samples). Collating these data is important because existing consortia are small and contain very limited (or no) genetic data, making large-scale genetic analyses unfeasible. I will then conduct the first ever genetic study of DVC, which is not only novel, but is much more clinically relevant than studying 'pure' VaD. This work will expand upon previous genetic studies of AD, which has been conducted primarily in living patients. I will use highly characterised post-mortem samples to dramatically improve precision of diagnosis. I will also use cutting-edge genetic epidemiology methods to boost power for detecting cerebrovascular signals even in the presence of multiple pathologies, enabling the identification of novel DVC genes, providing insights into the shared and distinct aetiologies of AD and VaD. Once the genetic study is conducted, I will develop 'polygenic risk scores (PRSs)' (which measure a person's genetic susceptibility to a disease) for DVC, harnessing the power of additional information from PRSs for vascular traits to help improve prediction. These PRSs will help identify individuals who may be more at risk of DVC. I will compare trajectories of cognitive function across the life course in people with a high vs a low genetic risk for DVC to see if they decline at an earlier age, or at a faster rate than people with lower genetic risk. Finally, I will identify modifiable causal determinants of DVC. These modifiable targets will inform drug prioritisation strategies for the UK pharmaceutical industry (for both chemoprevention and treatment), and will be used to develop public health interventions for dementia prevention.
In summary, the proposed research will transform our understanding of the causes and mechanistic pathways of an overlooked, but very prevalent, form of dementia. This, in turn, will improve translation into public health policies for interventions and identify potential therapeutic targets, with the overriding goal of reducing the burden of dementia.
During this fellowship, I will genotype 7,000 people from the MRC UK Brain Bank Network (meaning the whole of the brain bank is genotyped), and generate the Brain Genetics Platform, bringing together from across the globe existing post-mortem brain banks that have linked genetic data, to establish the worlds' largest such resource for the scientific community (minimum 16,500 samples). Collating these data is important because existing consortia are small and contain very limited (or no) genetic data, making large-scale genetic analyses unfeasible. I will then conduct the first ever genetic study of DVC, which is not only novel, but is much more clinically relevant than studying 'pure' VaD. This work will expand upon previous genetic studies of AD, which has been conducted primarily in living patients. I will use highly characterised post-mortem samples to dramatically improve precision of diagnosis. I will also use cutting-edge genetic epidemiology methods to boost power for detecting cerebrovascular signals even in the presence of multiple pathologies, enabling the identification of novel DVC genes, providing insights into the shared and distinct aetiologies of AD and VaD. Once the genetic study is conducted, I will develop 'polygenic risk scores (PRSs)' (which measure a person's genetic susceptibility to a disease) for DVC, harnessing the power of additional information from PRSs for vascular traits to help improve prediction. These PRSs will help identify individuals who may be more at risk of DVC. I will compare trajectories of cognitive function across the life course in people with a high vs a low genetic risk for DVC to see if they decline at an earlier age, or at a faster rate than people with lower genetic risk. Finally, I will identify modifiable causal determinants of DVC. These modifiable targets will inform drug prioritisation strategies for the UK pharmaceutical industry (for both chemoprevention and treatment), and will be used to develop public health interventions for dementia prevention.
In summary, the proposed research will transform our understanding of the causes and mechanistic pathways of an overlooked, but very prevalent, form of dementia. This, in turn, will improve translation into public health policies for interventions and identify potential therapeutic targets, with the overriding goal of reducing the burden of dementia.
People |
ORCID iD |
| Emma Anderson (Principal Investigator / Fellow) |
Publications
Anderson E
(2022)
Little genomic support for Cyclophilin A-matrix metalloproteinase-9 pathway as a therapeutic target for cognitive impairment in APOE4 carriers
in Scientific Reports
Anderson EL
(2023)
Drug target Mendelian randomisation: are we really instrumenting drug use?
in Diabetologia
Anderson EL
(2024)
Dementia prevention: the Mendelian randomisation perspective.
in Journal of neurology, neurosurgery, and psychiatry
Anderson EL
(2024)
Response to Schmidt et al.: Lower activity of cholesteryl ester transfer protein (CETP) and the risk of dementia: a Mendelian randomization analysis.
in Alzheimer's research & therapy
Bettencourt C
(2023)
Artificial intelligence for dementia genetics and omics
in Alzheimer's & Dementia
Birnie K
(2024)
Hypertensive disorders of pregnancy and midlife maternal cognition in a prospective cohort study.
in Journal of clinical hypertension (Greenwich, Conn.)
Carter AR
(2024)
Correct illustration of assumptions in Mendelian randomization.
in International journal of epidemiology
Compton H
(2024)
Life course plasma metabolomic signatures of genetic liability to Alzheimer's disease.
in Scientific reports
Dardani C
(2022)
Is genetic liability to ADHD and ASD causally linked to educational attainment?
in International journal of epidemiology
Garfield V
(2024)
A brief comparison of polygenic risk scores and Mendelian randomisation.
in BMC medical genomics
Related Projects
| Project Reference | Relationship | Related To | Start | End | Award Value |
|---|---|---|---|---|---|
| MR/W011581/1 | 31/07/2022 | 30/11/2022 | £1,367,389 | ||
| MR/W011581/2 | Transfer | MR/W011581/1 | 01/12/2022 | 30/07/2027 | £1,309,648 |
| Description | The main objectives of the grant are still being undertaken - I am genotyping 3000 brain samples and that work is almost complete. Once that is done, my programme of analyses will begin and I was conduct my DVC risk GWAS and all of the downstream analyses. There are some other key findings from work that I have performed alongside my main objectives to inform my downstream program of analysis. - I have identified life course metabolomic pathways through which APOE affects dementia risk - this work has identified potential key pathways to investigate for potential therapeutic targeting - it has also lead to the award of another grant to look at this in more detail from Alzheimer's Society -I was involved in conducting a GWAS of cognitive decline - we identified one potential causal variant associated with cognitive decline which will be followed up. It also gave me an insight into how GWAS is performed which is crucial for my UKRI fellowship objectives -I also published a paper assessing whether drug target MR is really instrumenting drug targets. There are many considerations to come out of that paper such as off target effects, scaling the magnitude of the effect to the exposure, weighting based on the magnitude of effect on the target etc. These considerations will be instrumental in ensuring I conduct accurate drug target MR analyses once my own GWAS is performed. - I was invited by the Journal of Neurology, Neuropsychiatry and Psychology (BMJ Journal) to submit an occasional essay on using Mendelian randomization for dementia research. The essay aims to examine why we are not currently seeing expected findings with MR in dementia research an suggests five tangible ways of moving the field forwards. This will improve practice within the field. |
| Exploitation Route | The GWAS of cognitive decline can be used by others in the field to perform downstream analyses of e.g. risk factors for cognitive decline using mendelian randomization etc The paper assessing the application of drug target MR will encourage other researchers to consider the key limitations and improve the accuracy of analyses going forwards The JNNP essay will improve practice within the MR field |
| Sectors | Pharmaceuticals and Medical Biotechnology Other |
| Description | My pint of science talk and podcasts have created a conversation between scientists and the general public. This has helped them to understand risk, and what exactly that means in the context of dementia risk factors. |
| First Year Of Impact | 2022 |
| Sector | Other |
| Impact Types | Societal |
| Description | Presentation on use of Mendelian Randomization to Division of Psychiatry at UCL |
| Geographic Reach | Multiple continents/international |
| Policy Influence Type | Influenced training of practitioners or researchers |
| Impact | The change on research practice is that more people in the division are now aware of how to interpret results from, and how to conduct their own mendelian randomization study. This will lead to better triangulation of results with other study designs and ultimately help us to identify causal risk factors for disease, which can be intervened upon to reduce disease risk and burden. |
| Description | Teaching of Mendelian Randomization to academics and industry researchers |
| Geographic Reach | Multiple continents/international |
| Policy Influence Type | Influenced training of practitioners or researchers |
| Impact | The course improves the skillset of many academics and industry researchers which improves the quality of research outputs, which may have impact on policy or clinical practice further down the line |
| Description | Teaching of Mendelian Randomization to academics and industry researchers - UCL short course |
| Geographic Reach | National |
| Policy Influence Type | Influenced training of practitioners or researchers |
| Impact | We have made changes to scientific practice both within the academic and industry communities. |
| Description | Teaching of genetic epidemiology to African Scientists in KEMRI Wellcome Trust, Kilifi. |
| Geographic Reach | Multiple continents/international |
| Policy Influence Type | Influenced training of practitioners or researchers |
| Impact | African scientists were upskilled to perform complex novel causal inference methodology, and these skills can be taken back to and disseminated around their own respective institutions increasing reach and impact. Collaborations were formed and are ongoing. Future papers will evidence this. |
| Description | Investigating genetic and epigenetic drivers of white matter changes in dementia and ageing (EpicAgeing) |
| Amount | £350,000 (GBP) |
| Funding ID | ARUK-PG2023B-017 |
| Organisation | Alzheimer's Research UK |
| Sector | Charity/Non Profit |
| Country | United Kingdom |
| Start | 09/2024 |
| End | 09/2027 |
| Description | Leveraging life course molecular epidemiology to understand when and how APOE affects dementia risk |
| Amount | £242,245 (GBP) |
| Funding ID | AS-PG-23-021 |
| Organisation | Alzheimer's Society |
| Sector | Charity/Non Profit |
| Country | United Kingdom |
| Start | 03/2024 |
| End | 02/2027 |
| Description | Reducing dementia risk by following UK-specific dietary guidelines: Improving causal inferences |
| Amount | £345,516 (GBP) |
| Organisation | Alzheimer's Research UK |
| Sector | Charity/Non Profit |
| Country | United Kingdom |
| Start | 04/2025 |
| End | 04/2028 |
| Title | Genotyped UK Brain Bank Network Cases |
| Description | I am in the process of genotyping around 3000 brain samples from the UK Brain Bank Network. This means new analyses can be performed on this data (such as GWAS, MR, Fine mapping etc). |
| Type Of Material | Database/Collection of data |
| Year Produced | 2024 |
| Provided To Others? | Yes |
| Impact | The dataset is not available to others yet but will be once my GWAS is published. This will enable other researchers to perform genetic analyses of the brain data |
| Description | DEMON Network |
| Organisation | University of Exeter |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | I have contributed sections to two Position Papers, one of which is under review by Alzheimer's and Dementia, the other s still undergoing coauthor comments and editing. |
| Collaborator Contribution | We have monthly meetings on different themes, sometimes with seminars. This has increased my collaboration network and resulted in new partnerships for exploring grant applications and paper topics |
| Impact | Two position papers in preparation - I lead a whole section on one, and contributed to a section of the other |
| Start Year | 2020 |
| Description | European Alzheimer's Disease DNA Biobank (EADB) |
| Organisation | University of Lille |
| Country | France |
| Sector | Academic/University |
| PI Contribution | I am working with EADB to follow their pipeline for genotyping 7000 brain tissue samples in the UK Brain Bank Network. We will provide EADB with access to the resulting summary level data from the GWAS and the genotype data will be returned to the UKBBN. |
| Collaborator Contribution | EADB will provide methodological support for the GWAS, and also networking opportunities with other dementia researchers. They will also provide control data |
| Impact | n/a |
| Start Year | 2022 |
| Description | Institute for Behavioural Genetics - Colorado University |
| Organisation | University of Colorado Boulder |
| Country | United States |
| Sector | Academic/University |
| PI Contribution | I am collaborating with researchers at the IBG at CU to conduct a genomic SEM of cerebrovascular pathology using imaging markers. |
| Collaborator Contribution | I am being supervised in applying this method by Isabelle Foote |
| Impact | There are no outputs yet but a paper will be submitted by April 2024 |
| Start Year | 2023 |
| Description | UCL Genomics |
| Organisation | University College London |
| Department | UCL Genomics |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We provided UCL genomics with brain tissue from 8 banks across the UK for the genotyping. |
| Collaborator Contribution | service provision for genotyping of brain tissue samples |
| Impact | Outputs expected are genotype data on around 2000 brain tissues samples which will be integral to the seminal GWAS paper for my UKRI fellowship. |
| Start Year | 2022 |
| Description | UK Brain bank network collaboration |
| Organisation | Medical Research Council (MRC) |
| Department | MRC UK Brain Banks Network |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | we are genotyping 2000 brain tissue samples from 8 of the UK brain banks. We will then return that genotyping data back to the brain banks for use by other researchers |
| Collaborator Contribution | The UK Brain banks have provided us with brain tissue samples under MTAs for genotyping by UCL genomics |
| Impact | Genotype data will be received in the next few weeks Thus, the resource is now available. Publications arising from this data will follow in the next period. |
| Start Year | 2022 |
| Description | University College London |
| Organisation | University College London |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | I have formed collaborations with Mika Kivimaki from University College London as I have applied to complete a project examining associations between a polygenic risk score for Alzheimer's disease and cardiovascular risk factor trajectories. My application has been accepted and I am awaiting data to be uploaded onto the analysis portal. |
| Collaborator Contribution | Mika has given me feedback on my project proposal and supervised my application for the data. He will also supervise the project and be a co-author on the paper |
| Impact | The analyses have not yet been conducted but we have an analysis plan and an outline for a paper |
| Start Year | 2020 |
| Description | Narrowing the Void podcast |
| Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Public/other audiences |
| Results and Impact | I was invited to be a guest on the Narrowing the Void Podcast where we discussed different elements on my research into dementia |
| Year(s) Of Engagement Activity | 2024 |
| Description | Pint of Science, Bristol |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Public/other audiences |
| Results and Impact | I presented a 'fun' perspective on using genetic epidemiology to understand what causes dementia |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://pintofscience.co.uk/event/a-journey-through-dementia |
| Description | STEM Insights podcast |
| Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | I took part in an interview style podcast asking me all about my research into education effects on dementia |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.stem.org.uk/stem-community/stem-insights-podcast |
| Description | Understanding the causes of dementia: how far have we come? Imperial College London |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Invited to imperial to present on my research into dementia risk factors |
| Year(s) Of Engagement Activity | 2025 |
| Description | Understanding the causes of dementia: how far have we come? University College Cork |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | I was invited to present at university college cork on my research into dementia risk factors |
| Year(s) Of Engagement Activity | 2024 |
| Description | Understanding the causes of dementia: how far have we come? University of Oxford |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | I was invited to present my research at the centre for preventative medicine, university of oxford |
| Year(s) Of Engagement Activity | 2024 |
| Description | Using the genetic architecture of neuroimaging biomarkers to understand vascular dementia aetiology. - Cardiff University |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Invited to present on my research into Genomic SEM using neuroimaging markers. |
| Year(s) Of Engagement Activity | 2025 |