Genomic characterisation of Alzheimer's disease risk genes using long-read sequencing
Lead Research Organisation:
UNIVERSITY OF EXETER
Department Name: University of Exeter Medical School
Abstract
Alzheimer's disease (AD) is a chronic neurodegenerative disorder that is characterised by progressive neuropathology and cognitive decline. AD starts to appear in the population in people in their 60s, and increases in incidence as people age. Around 500,000 people in the UK have AD, and the condition will make an increasing public health burden as the population ages. There are currently no disease modifying treatments for AD, although some drugs can provide a period of symptomatic relief. Several different therapies may be needed to successfully treat AD, as is the case for diabetes and other common diseases.
The classical signatures of AD in the brain are the deposition of amyloid protein into insoluble plaques, and the formation of tau protein tangles in neurons, leading to loss of brain tissue. There is also thought to be extensive inflammation in the brain. Although the pathological changes in the brain associated with AD have been well described, the specific mechanisms involved in the onset and progression of the disease are still unknown. Understanding these processes will be important for the development of novel drugs to treat AD. Therapies for Alzheimer's which try and remove or slow down amyloid protein deposits are currently being evaluated in patients, although it is not yet know if these will work. In order to develop additional therapies, we must focus on the unanswered questions relating to the development and progression of Alzheimer's, such as an understanding of why some people fail to clear amyloid and tau protein from the brain, thus allowing their build-up, how these proteins become toxic to neurons, and the role that inflammation in the brain plays in the disease.
In this 4 year PhD studentship these problems will be approached by analysing the expression of specific genes in the brain, already implicated in AD, using a novel genomic sequencing technology that is able to sequence the entire expressed form of the gene, not just small fragments as is currently the case with standard RNA sequencing. This is important as different forms of genes, known as isoforms, with different protein sequence and functions, are known to exist. For example one version of the tau protein is better at stabilising microtubules but also more prone to aggregate in the brain in AD. Alternative splicing and RNA isoforms may dramatically increase the protein-coding potential of the human genome; there is evidence for alternative splicing at >95% of human genes. By using a long-read sequencing method known as small molecule real time sequencing (SMRT), developed by the company Pacific Biosciences (PacBio), the student will examine these long mRNA isoforms in the brains of people who had AD when they died, and better understand their role in disease. Capitalising on our MRC Clinical Research Infrastructure Initiative award, our lab has recently optimised this 'iso-seq' method to enable the generation of full-length cDNA sequences from human brain tissue samples. The student will perform these experiments for genes robustly implicated in AD using 1) a large collection of human post-mortem brain samples donated by volunteers to the MRC London Brainbank for Neurodegenerative Diseases and 2) tissue from well-characterised rodent models of amyloid and tau pathology provided by our industrial partners at Eli Lilly. Iso-seq analysis will be performed on entorhinal cortex tissue (an area of the brain affected early in AD) and cerebellum (which is largely protected from AD pathology) in a large collection of individuals representing the full range of AD pathology. Subsequent changes in transcript isoforms at the same genes will be examined in well-characterised rodent models of amyloid and tau pathology to identify variation associated with the onset and progression of AD neuropathology.
This improved understanding of the molecular mechanisms underlying AD may lead to the identification of potential new targets for treatment.
The classical signatures of AD in the brain are the deposition of amyloid protein into insoluble plaques, and the formation of tau protein tangles in neurons, leading to loss of brain tissue. There is also thought to be extensive inflammation in the brain. Although the pathological changes in the brain associated with AD have been well described, the specific mechanisms involved in the onset and progression of the disease are still unknown. Understanding these processes will be important for the development of novel drugs to treat AD. Therapies for Alzheimer's which try and remove or slow down amyloid protein deposits are currently being evaluated in patients, although it is not yet know if these will work. In order to develop additional therapies, we must focus on the unanswered questions relating to the development and progression of Alzheimer's, such as an understanding of why some people fail to clear amyloid and tau protein from the brain, thus allowing their build-up, how these proteins become toxic to neurons, and the role that inflammation in the brain plays in the disease.
In this 4 year PhD studentship these problems will be approached by analysing the expression of specific genes in the brain, already implicated in AD, using a novel genomic sequencing technology that is able to sequence the entire expressed form of the gene, not just small fragments as is currently the case with standard RNA sequencing. This is important as different forms of genes, known as isoforms, with different protein sequence and functions, are known to exist. For example one version of the tau protein is better at stabilising microtubules but also more prone to aggregate in the brain in AD. Alternative splicing and RNA isoforms may dramatically increase the protein-coding potential of the human genome; there is evidence for alternative splicing at >95% of human genes. By using a long-read sequencing method known as small molecule real time sequencing (SMRT), developed by the company Pacific Biosciences (PacBio), the student will examine these long mRNA isoforms in the brains of people who had AD when they died, and better understand their role in disease. Capitalising on our MRC Clinical Research Infrastructure Initiative award, our lab has recently optimised this 'iso-seq' method to enable the generation of full-length cDNA sequences from human brain tissue samples. The student will perform these experiments for genes robustly implicated in AD using 1) a large collection of human post-mortem brain samples donated by volunteers to the MRC London Brainbank for Neurodegenerative Diseases and 2) tissue from well-characterised rodent models of amyloid and tau pathology provided by our industrial partners at Eli Lilly. Iso-seq analysis will be performed on entorhinal cortex tissue (an area of the brain affected early in AD) and cerebellum (which is largely protected from AD pathology) in a large collection of individuals representing the full range of AD pathology. Subsequent changes in transcript isoforms at the same genes will be examined in well-characterised rodent models of amyloid and tau pathology to identify variation associated with the onset and progression of AD neuropathology.
This improved understanding of the molecular mechanisms underlying AD may lead to the identification of potential new targets for treatment.
People |
ORCID iD |
Jonathan Mill (Primary Supervisor) | |
Szi Kay Leung (Student) |
Publications

Marzi SJ
(2018)
A histone acetylome-wide association study of Alzheimer's disease identifies disease-associated H3K27ac differences in the entorhinal cortex.
in Nature neuroscience
Studentship Projects
Project Reference | Relationship | Related To | Start | End | Student Name |
---|---|---|---|---|---|
MR/P016227/1 | 30/09/2017 | 02/04/2022 | |||
1930096 | Studentship | MR/P016227/1 | 30/09/2017 | 02/04/2022 | Szi Kay Leung |
NE/W503010/1 | 31/03/2021 | 30/03/2022 | |||
1930096 | Studentship | NE/W503010/1 | 30/09/2017 | 02/04/2022 | Szi Kay Leung |
Title | Differential Gene Expression in models of Alzheimer's disease pathology |
Description | This database presents entorhinal cortex gene expression data for two models of AD pathology - J20 [Amyloid] and Tg4510 [Tau]. |
Type Of Material | Database/Collection of data |
Year Produced | 2020 |
Provided To Others? | Yes |
Impact | These data are being used by other AD genomics groups to validate findings and generate novel hypotheses. |
URL | http://www.epigenomicslab.com/ADmice/ |
Title | Mouse Transcriptomic data |
Description | Long read sequencing data, from Pacific Bioscience's isoform sequencing, on an AD mouse model of tauopathy - rTg4510. |
Type Of Material | Database/Collection of data |
Year Produced | 2019 |
Provided To Others? | No |
Impact | Further research into understanding the relevance of this mouse model to AD research, with the interest of underpinning the biological mechanisms driving AD pathology and development. |
Description | Collaboration with Pinto group, Mount Sinai School of Medicine, New York |
Organisation | Icahn School of Medicine at Mount Sinai |
Country | United States |
Sector | Academic/University |
PI Contribution | We are working with the group of Dalila Pinto to create a database of isoform diversity and alternative splicing in the human and mouse brain. We have generated fetal cortex Pacific Biosciences Iso-Seq data as part of our MRC funding and mouse cortex iso-seq data as part of our ARUK funding. |
Collaborator Contribution | Our partner group have generated complementary datasets, including data on adult cortex samples. |
Impact | We are currently finalising a publication for submission. |
Start Year | 2019 |
Description | Pacific Bioscience's Expertise |
Organisation | Pacific Biosciences of California, Inc. |
Country | United States |
Sector | Private |
PI Contribution | We are in contact with Pacific Bioscience's lead bioinformatician (Elizabeth Tseng) to discuss the output from their bioinformatic tools, particularly where there is a fault such as mis-annotation of isoforms, to ensure a more robust and accurate bioinformatics pipeline. We are currently in the process of writing a paper with her as one of the authors. |
Collaborator Contribution | Elizabeth has been responding promptly to our queries with solutions, allowing more accurate identification and annotation of isoforms from our Iso-Seq data. |
Impact | None yet |
Start Year | 2019 |
Description | Project corroboration/placement at Eli-Lilly |
Organisation | Eli Lilly & Company Ltd |
Country | United Kingdom |
Sector | Private |
PI Contribution | We have monthly meetings with Prof. David Collier and Dr Zeshan's Ahmed's team at Eli-Lilly to discuss our latest results from Iso-Seq, and how findings can be validated at Eli-Lilly with the immunohistochemistry expertise and approaches. |
Collaborator Contribution | All research conducted so far has been done with mouse tissues extracted at Eli-Lilly. They will be providing the training and resources to conduct RNA immunohistochemistry on these tissues as validation of transcripts identified from Iso-Seq. |
Impact | Poster at ARUK 2019, Poster at ARE 2018 and Oral presentation at ARE 2019; |
Start Year | 2017 |
Description | Research collaboration with Mount Sinai School of Medicine, New York |
Organisation | Icahn School of Medicine at Mount Sinai |
Country | United States |
Sector | Academic/University |
PI Contribution | We are working with the lab of Dr Dalilia Pinto on analyses of isoform diversity in the human brain using long-read sequencing technologies. We have weekly meetings with Dr Pinto's group and are currently preparing joint manuscripts for submission. |
Collaborator Contribution | Dr PInto's group have provided access to additional datasets and contributed to our analysis plan. |
Impact | None - co=publications pending. |
Start Year | 2019 |
Description | ARUK South West Network Public Open Day 2019 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Public/other audiences |
Results and Impact | We presented an overview of our Alzheimer's genomics work at the ARUK South West Network Public Open Day 2019. We pitched our research to the general public who were engaged and interested in our work. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.alzheimersresearchuk.org/for-researchers/network-centres/south-west-network-centre/netwo... |
Description | Early Career Neuroscientist Day Event |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Postgraduate students |
Results and Impact | A one-day event for postgraduate students from GW4 (Exeter, Bristol, Bath and Cardiff), who are in their early stages of neuroscience career to discuss best practices, share experiences and hear directly from experts in their field. Around 50-60 students attended, with ~20 selected poster and oral presentations. Received positive feedback with strengthened network and research collaboration between GW4 universities. |
Year(s) Of Engagement Activity | 2019 |
URL | https://gw4.ac.uk/event/gw4-early-career-neuroscientist-day-2019/ |
Description | Exeter Annual Research Event (ARE) |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Postgraduate students |
Results and Impact | As part of the University of Exeter Medical School, a 2-day research event is taking place annually in Devon to allow postgraduate students to present their work fro different fields and share ideas. It has always been a productive event, to learn about other techniques and research projects, and to strengthen communication between postgraduate students. |
Year(s) Of Engagement Activity | 2018,2019 |
URL | https://www.slideshare.net/slideshow/embed_code/key/rqQfj74z6eMqCt |
Description | Oral presentation at ARUK Conferences, Harrogate, UK |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Invited talk at the annual ARUK meeting in Harrogate discussing my teams research into the epigenetics of Alzheimer's disease. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.alzheimersresearchuk.org/for-researchers/research-conference-2020/ |
Description | Pacific Biosciences Long Read Sequencing - Exeter Engagement Day |
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 | We organised a day workshop in collaboration with Pacific Biosciences to promote long-read sequencing infrastructure in Exeter. There were numerous end-user presentations and discussions about novel applications and sequencing approaches. |
Year(s) Of Engagement Activity | 2019 |
URL | http://sequencing.exeter.ac.uk |
Description | Public outreach for dementia awareness |
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 | A one-day conference as part of ARUK South West network activities for the general public to inform the research being carried out on Alzheimer's disease - resulted in increased public awareness. |
Year(s) Of Engagement Activity | 2019 |