Alzheimer’s disease (AD) is a neurodegenerative disorder that
accounts for 60-80% of dementia cases, especially in people over
65 years. More than 36 million people had AD or related dementias
in 2010, and more than ~116 million will be diagnosed by 2050.
Over the last 30 years, our group has studied the largest
multigenerational extended pedigree from the Paisa genetic
isolate in which the p.Glu280Ala (E280A) fully penetrant mutation
in the Presenilin-1 (PSEN1) gene causes early-onset familial AD
(fAD). One of the most intriguing aspects of this pedigree is the
broad spectrum of the AD age of onset (ADAOO) that ranges from
the earliest 30s to the 80s, and has an average of 48 years. It
is hypothesised that genetic variants of major effect (i.e.,
mutations) modify ADAOO in individuals from this pedigree
suffering from early-onset fAD or sporadic AD (sAD).
In this thesis, the problem of the ADAOO high variability in
this pedigree is tackled by scrutinising functional variants
distributed through the whole exomes of individuals with fAD and
sAD. Individuals with these forms of AD are descendants from the
original founder of the Paisa pedigree and exhibit an extreme
phenotype based on the ADAOO for this population. Quality
control, filtering, and functional annotation were applied prior
to performing association analysis using the multi-locus linear
mixed-effects model and collapsing methods to identify common and
rare ADAOO modifiers, respectively. Using data mining and
predictive modelling tools, a clinical diagnostic tool with
potential applications in the clinical setting is developed to
predict disease status (early-onset versus late-onset) based on
demographic and genetic information. The set of genes harbouring
the identified ADAOO modifier variants are involved in
physiopathology of AD including neuron apoptosis and apoptotic
processes, neurogenesis, dopamine receptor signalling, Wnt
protein secretion, the inflammatory processes linked to AD, the
negative regulation of glutamergic synaptic transmission, the
positive regulation of apoptosis, memory processes, and could be
pivotal for prediction, follow-up and eventually as therapeutical
targets of AD