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what is precision medicine?
an approach to healthcare that customises treatment and prevention strategies based on an individual’s unique genetic, environmental, and lifestyle factors - tailored treatment
prediction and prevention of disease
precision diagnoses
personalised (or targeted) interventions
participatory role for patients - patients will be more compliant with their treatment
stratifying patients - why was precision medicine difficult in the past?
integrating information difficult (records)
less technology = less data
clinical trail process for new drugs - takes lots of time and money - isn’t cost effective if just targeting a small sub-group
importance of precision medicine
everyone is individual
ADRs
some first-line treatments are only 30-60% effective
1 in 17 people have a rare disease
1 in 2 affected by cancer
role of genetics in precision medicine
Sanger sequencing:
first generation
accurate and reliable for small-scale sequencing
expensive and time-consuming
next generation sequencing
enables whole genome sequencing
cheaper, time-consuming
accurate - if there is an error, the next sequence can detect that there was an error
100,000 genomes project aims:
ethical and transparent programme based on consent
benefits to patients
new scientific discovery
prediction and prevention of disease - colorectal polyps and cancer
early prediction and prevention especially in individuals at genetic risk such as for colorectal cancer:
familial adenomatous polyposis (FAP) accounts for 1% of all colorectal cancer in UK each year
polyps aren’t cancerous but they increase the risk of developing colorectal cancer
FAP - rare autosomal dominant inherited disease caused by defects in the APC gene, causes formation of thousands of polyps in the GI tract - 100% lifetime risk of colorectal cancer
can offer treatment before getting the disease
precision diagnosis - neurofibromatosis and proteus syndrome
accurately identify and distinguish between diseases that may have similar clinical features but different underlying causes and treatment strategies. for example:
neurofibromatosis: autosomal dominant condition caused by a mutation in the NF1 gene → dysfunctional neurofibromin → uncontrolled cell growth in nerve tissue, neurofibromas along the nerves of the body
proteus syndrome: caused by mosaic/somatic mutation (mutation in the development of the zygote) in the AKT1 gene → dysfunctional AKT serine/threonine kinase → uncontrolled cell growth → overgrowth of skin, bones, progressive skeletal and vascular malformations - risk of deep vein thrombosis
both diseases show progressive skeletal malformations, benign/malignant tumours, and skin lesions
precision diagnosis confirms NF1 or AKT1 mutations - accurate diagnosis allows for targeted management
personalised (targeted) interventions - Duchenne muscular dystrophy
personalised interventions tailor to the specific mutation type in each patient
Duchenne: X-linked recessive genetic disorder characterised by progressive muscle degeneration - mutations in the gene dystrophin
Ataluren - reads through stop codons, changes the ribosomes in order to read through the premature stop codons in the dystrophin mRNA - allows for production of full-length dystrophin in patients with nonsense mutations (~10-15% of DMD cases) - requires genetic testing to confirm the nonsense mutation in the DMD gene, only patients with this specific mutation are eligible for ataluren
personalised (targeted) interventions - warfarin
importance of precision dosing
warfarin is an anticoagulant for conditions such as deep vein thrombosis, atrial fibrillation
dosing is highly variable between individuals - too little → risk of clotting, too much → risk of bleeding
requires genetic testing to predict the patient’s sensitivity and metabolism to warfarin
participatory role for patients - diabetes
glucose monitoring devices → better compliance
challenges of precision medicine
ethical
social - educating family as well as patient
legal
interpretation of genetic results
cost - techniques
cost - drugs
ethical considerations
clinical introduction - how much evidence is needed?
scope of estimated benefit - how many people is it likely to benefit
existence of alternative treatment - sometimes doesn’t necessarily need to look at genetics
nature of potential harm
quality of evidence
patient understanding of precision medicine - not acting in the best for the patient - not informed consent?
family communication of results
healthcare disparities
genetic variants frequency vary across populations (warfarin)
implementing techniques in resource-poor/remote areas
availability of testing and knowledge