Creating the context for a new generation of

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Presentation transcript:

Creating the context for a new generation of What are our research needs over the next 5-10 years? What is the first responsibility of the dementia research community? “To work together” The politics of affection Creating the context for a new generation of highly targeted, highly informative clinical trials

Reducing transaction costs The collaborative challenge Benefits sharing Exchange of value between stakeholders Data as a ‘public good’ Shared without restriction or cost Reducing transaction costs Making life easier!

The experimental medicine challenge Cognitive Health Preclinical Prodromal Identify early determinants Identify early treatments to delay onset Dementia Identify treatments To relieve symptoms and slow progression Age 45 60 75 90

The precision medicine challenge 5000 people 50,000 people 500,000 people Age at risk: 256 256 256 Age at risk: 80-89 80-89 128 128 128 70-79 70-79 64 Age at risk: 64 64 80-89 60-69 60-69 32 32 32 50-59 70-79 60-69 50-59 16 16 16 40-49 8 8 8 50-59 40-49 4 40-49 4 4 Data taken from the Prospective Studies Collaborative meta-analysis co-ordinated by CTSU, Oxford and illustrates graphically the need for very large sample sizes to reliably study interactions (in this example the interaction between BP and age). The first graph (All) shows the relationship between systolic BP and age on Ischemic Heart Disease (IHD – floating absolute risk) in 1-million people published in the Lancet in 2002 and the other two graphs show the same relationship in randomly selected samples of 500,000 and 50,000. The tight 95% Confidence Intervals illustrate the reliability of the large sample size in the first two graphs, but the sample in only 50,000 (which is still orders of magnitude larger than many studies) has very wide confidence intervals, particularly in younger people. Key Message: studies at least as large as UK Biobank are required to study gene-environment interactions and for many interactions reliable evidence will only be generated by combining data from 4-5 biobanks worldwide – this emphasises the need for harmonisation of biobanks at an international level. 2 2 2 1 1 1 120 140 160 180 120 140 160 180 120 140 160 180 Usual SBP (mmHg) Usual SBP (mmHg) Usual SBP (mmHg)

Core enabling utilities Identification of highly characterised participants Recruitment of stratified samples Discovery studies, trials, in-silico experiments Technology capacity building: Imaging, stem cells, bioinformatics: Sharing best practice, niche expertise Standardising protocols, streamlining governance Rapid data access: Triangulation between multiple independent datasets >30 cohorts: 2M participants

Integrated Infrastructure

Rapid Data Access

Technology networks: PET/MR (7 sites) Step change in molecular imaging capability Lowering barriers to, and increasing the impact of, imaging studies Economies of scale Knowledge sharing and standardisation of protocols Recruitment of highly characterised cohort participants

Technology networks: iPS Cells (6 centres) Provide neuronal models of clinical phenotypes Preserve cell lines from cohorts Develop cellular basis of disease stratification Interrogate pathogenic pathways Early drug development studies

Technology networks: Informatics (5 centre) >30 Cohorts (Swansea) Imaging and EHR linkage (Oxford) Wearable and other Devices (Manchester) Genomics (Cardiff) Tissue and Brain banking (Bristol)

Highly characterised trials recruitment

Highly characterised trials recruitment Deep and Frequent Phenotyping study EPAD adaptive trial

Risk stratification for clinical studies (and in silico experiments) Sample N UKB base population 502,713 Episodic memory 498,053 Episodic memory >2 SD below mean 17,096 …… plus age 55 years+ 12,447 …… plus APOE4 carrier (20%) 2,489

Progress Data access Networks Experimental medicine Informatics infrastructure complete Legal agreements being finalised Early adopter cohorts ready to upload data Early grant success (IMI ROADS≈€4M) Networks procurement complete Early grant success (MRC≈£2M) Experimental medicine Groups formed and programmes initiated Early grant success (MRC≈ £6M)

Opportunities: collaboration Data access Register as a scientist through the website Apply for data access through the portal Portal goes live imminently Cross-initiative partnerships Canada: CCNA, CLSA USA: ADNI, GAAIN Europe: MEMENTO, DZNE, ROADS

WWW.dementiasplatform.uk

DPUK website: www.dementiasplatform.uk

Near continuous cognitive testing Occasional clinical testing -clinic based inconvenient -interview based expensive -screening ceiling effects -global measure crude -demotivating loss to follow-up Epidemiologic studies Trials TIME App-based Near-continuous population based testing (regulatory approved) -app based whenever -fully automated inexpensive -population assessment full distribution -domain focussed pathology specific -engaging incentivised return

Rapid Data Access

DPUK technology networks 7 centre imaging 6 centre stem cell 5 centre informatics Linking cellular and molecular changes to patient selection and response National coverage Imaging iPSC Informatics

Integrated infrastructure

Integrated infrastructure

Integrated Infrastructure

Integrated Infrastructure