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Genetically defined conditions are diagnosed using
Biological Testing
Genetically defined conditions e.g.
Down Syndrome
Williams Syndrome
Down Syndrome testing
Prenatal: Combined blood test + nuchal translucency scan, followed by amniocentesis if high-risk.
Postnatal: physical characteristics + genetic testing for an extra chromosome 21.
Williams Syndrome testing
Confirmed via genetic testing (FISH test for ELN gene deletion).
Behaviourally defined conditions require
Clinical interviews
Behavioural observations
Standardised questionnaires and rating scales
Use of diagnostic manuals (DSM-5, ICD-11)
ADHD DSM-5
Must show 6+ symptoms (or 5+ if age 17+) for at least 6 months, in two or more settings, and inappropriate for developmental level.
Inattention symptoms can include
Careless mistakes, difficulty sustaining attention, easily distracted, forgetful, avoids tasks requiring sustained mental effort.
Hyperactivity symptoms can include
Fidgeting, difficulty remaining seated, excessive talking, interrupting, blurting answers, "on the go" behaviour.
Autism Spectrum Condition DSM-5
Social Communication Deficits + Restricted and repetitive behaviours
Symptoms in both domains, present early in development, cause functional impairment.
Social Communication Deficits
Impaired social-emotional reciprocity
Poor non-verbal communication
Difficulty developing and maintaining relationships
Restricted and Repetitive Behaviours
Stereotyped movements or speech
Insistence on sameness, inflexible routines
Highly fixated interests
Sensory sensitivities (hyper/hyporeactivity)
At least 2 required
Techniques for screening ASC
Questionnaires
Infant-siblings approach
fNIRS
EEG
Eye tracking
Questionnaires
M-CHAT (Modified Checklist for Autism in Toddlers): Used for toddlers aged 16-36 months.
High predictive value but not autism-specific — can detect general developmental delays.
Infant-Sibling Approach
Younger siblings of autistic children have a higher risk (~20%) of ASC.
Studies children as young as 4-6 months to find early indicators.
fNIRS (functional near-infrared spectroscopy)
Measures brain oxygenation.
Infants with higher ASC risk show reduced response to social stimuli in the temporal cortex.
EEG
Detects atypical brain connectivity in high-risk infants as early as 12 months.
Eye Tracking
Measures gaze patterns. Some autistic toddlers show stronger preference for geometric patterns over social stimuli.
Limitations of ASC screening techniques
Techniques reveal group differences but lack predictive power at the individual level.
Heterogeneity in ASC presentation makes it difficult to identify a universal biomarker.
ASC Prevalence
~1 in 100 in UK (9.8/1000)
ADHD Prevalence
Similar to ASC
ASC trends
Rise from 1 in 88 (2008) to 1 in 58 (2014) in US CDC data
Due to better awareness, reduced stigma, changes in diagnostic criteria
ADHD trends
Similar increase in prevalence to ASC
Improved recognition in girls
Better diagnostic tools
Awareness of prenatal/environmental risks