Table 1.
Factor E: Exposome | |||
---|---|---|---|
Type of modifier (or surrogate) | Nature of risk modifier (if known) | Assigned value | Select ref(s) used to create value |
Association with elevated risk | |||
Neurotoxin | i.v. MPTP exposure (each event) | 1 | Langston et al., Science 1983 |
i.v. Mn2+ exposure (each event) | 0.5 | Stepens et al., NEJM 2008 | |
Pesticide exposure (cumulative) | 0.25 | Bellou et al., Parkins Rel Dis 2016 | |
Farm life before age 20 years | 0.25 | Bellou et al., Parkins Rel Dis 2016 | |
Head trauma | Concussive events (cumulative) | 1 | Mez et al., Alz Res Therap 2015 |
(Sub)concussive events (cumulative) | 0.5 | Mez et al., Alz Res Therap 2015 | |
Xenobiotic exposure | Encephalitis (select pathogens) | 2 | Jang et al., Biochim Biophys Acta 2008 |
Chronic infection (e.g. H. pylori) | 1 | Bu et al., Park Rel Dis 2015 | |
Chronic constipation | Lasting for ≥ 20 years | 1 | Ross et al., Park Rel Dis 2012 |
Lasting for 10–19 years | 0.5 | Ross et al., Park Rel Dis 2012 | |
Lasting for 5–9 years | 0.25 | Ross et al., Park Rel Dis 2012 | |
Reduced olfaction | Anosmia (UPSIT score ≤ 28/40) | 1 | Muirhead et al., The Otolaryngol 2013 |
Hyposmia (UPSIT score 29–33/40) | 0.5 | Muirhead et al., The Otolaryngol 2013 | |
No known association with risk modulator | Little cumulative pathogen exposure | ||
Age of proband | |||
≤ 50 years | 0 | ||
51–59 years | 0.005 | ||
60–69 years | 0.0075 | ||
70–79 years | 0.02 | ||
≥ 80 years | 0.03 | ||
Association with lower risk | |||
Smoking history | Current smoker for ≥ 20 years | −0.75 | Ritz et al., Arch Neurol 2007 |
Current smoker for 11–19 years | −0.5 | Ritz et al., Arch Neurol 2007 | |
Past smoker for ≥ 20 years | −0.25 | Ritz et al., Arch Neurol 2007 | |
Past smoker for 11–19 years | −0.125 | Ritz et al., Arch Neurol 2007 | |
Any smoking history ≤ 10 years | −0.0625 | Ritz et al., Arch Neurol 2007 | |
Caffeine intake | ≥ 2 cups/day (recent) | −0.25 | Palacios et al., Mov Dis 2012 |
≥ 1 cup/day (recent) | −0.125 | Palacios et al., Mov Dis 2012 | |
Physical exercise | Regular for ≥ 20 years | −0.25 | Bellou et al., Parkins Rel Dis 2016 |
Irregular for ≥ 20 years | −0.125 | Bellou et al., Parkins Rel Dis 2016 | |
Regular for ≤ 19 years | −0.125 | Bellou et al., Parkins Rel Dis 2016 |
Factor D: DNA (Genetics) | |||
---|---|---|---|
Gene (locus)/Family history | Type of genetic variant | Assigned value | Select ref(s) used to create value |
Association with elevated risk | |||
SNCA | Gene triplication (n = 4 alleles) | 1 | Trinh et al., JAMA Neurol 2014 |
Gene duplication (n = 3 alleles) | 0.75 | Trinh et al., JAMA Neurol 2014 | |
Mutation (e.g. p.A53T; p.A30P) | 0.75 | Trinh et al., JAMA Neurol 2014 | |
Rep1 repeat expansion (5′) | 0.5 | Markopoulou et al., Parkins Rel Dis 2014 | |
Other risk variants as per GWAS | 0.25 | Nalls et al., Lancet Neurol 2014 | |
PARKIN or DJ‐1 or PINK1 | Point mutation (het) | 1 | Kitada et al., Nature 1998 |
Copy number variant (het) | 1 | Pankratz et al., PLOS One 2011 | |
Exon deletion (het) | 1 | Kitada et al., Nature 1998 | |
GBA | Point mutation (het; homo) | 0.5 | Alcalay et al., JAMA Neurol 2014 |
LRRK2 | Point mutation (het; homo) | 0.5 | Trinh et al., JAMA Neurol 2014 |
Other risk loci identified by GWAS | Single‐nucleotide polym. (SNPs) | 0.1–0.25 | Nalls et al., Lancet Neurol 2015 |
Family history of disease | |||
No known family history | Overall low genetic risk | 0.01 | Elbaz et al., Neurology 2003 |
Positive family history | 1st degree relative with bona fide PD | 0.5 | Sveinbjoernsdottir et al., NEJM 2000 |
Positive family history | 2nd degree relative with bona fidePD | 0.25 | Sveinbjoernsdottir et al., NEJM 2000 |
Positive family history | 3rd degree relative with bona fide PD | 0.125 | Sveinbjoernsdottir et al., NEJM 2000 |
Association with lower risk | |||
LRRK2 | Bona fide protective SNPs | −0.5 | Ross et al., Lancet Neurol 2011 |
Factor I: Initiation of tissue response | |||
---|---|---|---|
Type of pathophysiological effect | Outcome(s) of effect in cells/tissue | Assigned value | Select ref(s) used to create value |
Pathophysiological response | |||
α‐synuclein dysregulation | Accumulation (n = 4 SNCA alleles) | 1 | Kuo et al., Hum Mol Gen 2010 |
Accumulation (e.g. p.A53T; p.A30P) | 0.5 | Kuo et al., Hum Mol Gen 2010 | |
Accumulation (n = 3 SNCA alleles) | 0.5 | Kuo et al., Hum Mol Gen 2010 | |
Accumulation (Rep1 repeat expansion) | 0.25 | Cronin et al., Hum Mol Gen 2009 | |
Accumulation (GBA1 mutation) | 0.25 | Cullen et al., Ann Neurol 2011 | |
Accumulation (select LRRK2 mutant) | 0.25 | Zimprich et al., Neuron 2004 | |
Tau dysregulation | Accumulation (MAPT mutation) | 1 | Kumar et al., J Biol Chem 2014 |
Accumulation (encephalitis) | 0.5 | Jang et al., Biochim Biophys 2008 | |
Accumulation (select LRRK2 mutation) | 0.25 | Zimprich et al., Neuron 2004 | |
Accumulation (concussive traumas) | 0.5 | Mez et al., Alz Res Therap 2015 | |
Accumulation (subconcuss. traumas) | 0.25 | Mez et al., Alz Res Therap 2015 | |
Parkin deficiency | Redox change; mitoch. dysfunction | 1 | Palacino et al., J Biol Chem 2004 |
DJ‐1 deficiency | Redox change; mitoch. dysfunction | 1 | Rousseaux et al., PNAS 2012 |
Pink1 deficiency | Redox change; mitoch. dysfunction | 1 | Glasl et al., Exp Neurol 2012 |
Neurotoxicant (e.g. MPTP) | Mitochondria degeneration; ROS rise | 1 | Fornai et al, PNAS 2005 |
Chronic inflammation | Cytokine/immune cell dysregulation | 0.25 | Dzamko et al., Mov Dis 2016 |
Presence of anxiety/depression | Surrogate of disease process in CNS | 0.25 | Bellou et al., Parkins Rel Dis 2016 |
Presence of REM sleep disorder | Surrogate of disease process in CNS | 0.25 | Postuma et al., Sleep Med 2016 |
Paucity of pathophysiological response | Adjusting for age: | ||
≤ 50 years | 0 | ||
51–59 years | 0.001 | ||
60–69 years | 0.002 | ||
70–79 years | 0.003 | ||
≥ 80 years | 0.004 |
Factor G: Sex (Gender) | Sex | Assigned value | Select ref(s) used to create value |
---|---|---|---|
General population | |||
LRRK2 wild‐type | Male | 1.2 | Berg et al., Mov Dis 2015 |
Female | 0.8 | Berg et al., Mov Dis 2015 | |
Genotyped subjects | |||
Bona fide LRRK2 mutation carrier | Male | 0.8 | Marder et al., Neurology 2015 |
Female | 1.2 | Marder et al., Neurology 2015 |
Factor T: Time | |||
---|---|---|---|
Measurement of time | Years lived | Assigned value | Select ref(s) used to create value |
Capturing ageing, latency, progression | Subject's actual age | 1–100 | Driver et al., Neurology 2009 |