Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
Crude | Parsimonious | Exploratory | Lasso + sex | Age x severity interaction | |
Model parameters, hazard ratios (95% CI) | |||||
Disease severity | |||||
CN | ref | ref | ref | ref | ref |
MCI due to AD | 2.1*** (1.71–2.59) | 0.9 (0.72–1.11) | 1.04 (0.81–1.34) | 0.84 (0.65–1.07) | 1.32 (0.08–21.1) |
Mild AD dementia | 4.92*** (3.68–6.57) | 2.05*** (1.52–2.76) | 2.36*** (1.66–3.37) | 2.08*** (1.49–2.91) | 615** (9.70-38-945) |
Moderate AD dementia | 7.74*** (6.39–9.38) | 2.85*** (2.27–3.58) | 2.75*** (2.01–3.75) | 2.55*** (1.94–3.35) | 12827*** (1-102-149-363) |
Severe AD dementia | 17.2*** (13.5–21.8) | 7.04*** (5.32–9.32) | 8.04*** (5.51–11.8) | 6.19*** (4.36–8.80) | 24036*** (1-192-484-606) |
Age at start of stage | 1.11*** (1.10–1.12) | 1.11*** (1.10–1.12) | 1.1*** (1.09–1.12) | 1.13*** (1.11–1.14) | |
Sex | |||||
Male | - | ref | ref | ref | ref |
Female | - | 0.6*** (0.52–0.68) | 0.61*** (0.52–0.72) | 0.56*** (0.48–0.65) | 0.57*** (0.49–0.66) |
BMI | |||||
Normal or healthy weight | - | - | ref | ref | ref |
Underweight | - | - | 1.83* (1.01–3.32) | 1.73 (0.93–3.22) | 1.48 (0.76–2.89) |
Overweight | - | - | 0.75** (0.63–0.90) | 0.75*** (0.63–0.89) | 0.76** (0.64–0.89) |
Obese | - | - | 1.19 (0.96–1.47) | 1.21 (0.99–1.48) | 1.24* (1.02–1.51) |
Race | |||||
White | - | - | ref | - | - |
Black or African American | - | - | 0.96 (0.73–1.25) | - | - |
Asian | - | - | 0.23* (0.06–0.87) | - | - |
Other | - | - | 1.77 (0.59–5.35) | - | - |
Hispanic/Latino ethnicity | |||||
No | - | - | ref | - | - |
Yes | - | - | 0.35** (0.19–0.67) | - | - |
Unknown | - | - | 0.49 (0.14–1.67) | - | - |
Years of education | 0.98 (0.96–1.01) | ||||
More than 12 years of education | - | - | - | - | - |
12 years or less | - | ref | - | ref | ref |
More than 12 years | - | 0.86 (0.73–1.02) | - | 0.93 (0.76–1.14) | 0.96 (0.78–1.17) |
Type of residence | |||||
Single- or multi-family private residence (apartment, condo, house) | - | - | ref | ref | ref |
Retirement community or independent group living | - | - | 1.31** (1.07–1.60) | 1.44*** (1.19–1.75) | 1.36** (1.12–1.65) |
Institutionalized | - | - | 2.49*** (1.72–3.60) | 3.1*** (2.22–4.33) | 3.11*** (2.28–4.25) |
APOE status | |||||
No ε4 allele | - | - | ref | ref | ref |
One or two copies of ε4 allele | - | - | 1.09 (0.91–1.29) | 1.11 (0.94–1.30) | 1.05 (0.89–1.25) |
Presence or history of CAD | |||||
No | - | - | ref | - | - |
Yes | - | - | 1.93*** (1.50–2.49) | - | - |
Presence or history of CVD | |||||
No | - | - | ref | - | - |
Yes | - | - | 1.32 (0.99–1.75) | - | - |
Currently smoking | |||||
No | - | - | ref | - | - |
Yes | - | - | 2.06*** (1.37–3.10) | - | - |
Alcohol abuse | |||||
Absent | - | - | ref | - | - |
Recent/Active | - | - | 1.4 (0.63–3.11) | - | - |
Remote/Inactive | - | - | 1.66** (1.15–2.38) | - | - |
Disease severity by age at start of stage | |||||
MCI due to AD by age at index visit | - | - | - | - | 0.99 (0.96–1.03) |
Mild AD by age at index visit | - | - | - | - | 0.93** (0.89–0.98) |
Moderate AD by age at index visit | - | - | - | - | 0.9*** (0.87–0.93) |
Severe AD by age at index visit | - | - | - | - | 0.9*** (0.87–0.94) |
Number of observations per stage | |||||
CN | 11,458 | 11,395 | 8859 | 8971 | 8971 |
MCI due to AD | 937 | 932 | 497 | 777 | 777 |
Mild AD dementia | 522 | 521 | 367 | 456 | 456 |
Moderate AD dementia | 457 | 456 | 276 | 395 | 395 |
Severe AD dementia | 85 | 85 | 53 | 69 | 69 |