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. 2020 Sep 24;10:15612. doi: 10.1038/s41598-020-71832-y

Table 1.

Characteristics of the subjects enrolled in the training seta.

TRAINING SET 1: CN 2: SMD 3: MCI 4: AD p value 1–2; 1–3; 1–4 p value 2–3; 2–4; 3–4
Anthropometric data
No 28 20 21 21
Age (mean ± SD; y) 63.5 ± 5.3 65.1 ± 7.7 68.2 ± 7.1 79.1 ± 6.4 0.39; 0.01; < 0.001 0.18; < 0.001; < 0.001
Sex (F; %/M; %) 14; 50.0/14; 50.0 14; 70.0/6; 30.0 16; 76.2/5; 23.8 15; 71.4/6; 28.6 0.63; 0.48; 0.48 0.8; > 0.99; > 0.99
Education level (mean ± SD; y) 13.1 ± 3.0 11.9 ± 3.6 9.5 ± 5.3 9.4 ± 6.1 0.21; 0.004; 0.007 0.12; 0.11; 0.6
BMI (mean ± SD; kg/m2) 28.3 ± 3.9 26.9 ± 5.1 27.7 ± 3.0 23.1 ± 4.1 0.28; 0.56; < 0.001 0.5; 0.01; < 0.001
MMSE (mean ± SD; score) 29.0 ± 1.8 29.2 ± 1.7 25.5 ± 3.7 15.2 ± 6.8 0.69; < 0.001; < 0.001  < 0.001; < 0.001; < 0.001
Familial AD (n; %) 3; 10.7 3; 15.0 2; 9.5 2; 9.5  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
Familial Dementia (n; %) 2; 7.1 4; 20.0 6; 28.6 5; 23.8 0,38; 0.13; 0.2 0.73; > 0.99; 0.8
Familial Neurodegenerative Diseases (n; %) 2; 7.1 4; 20.0 3; 14.3 5; 23.8 0.38; 0.53; 0.2 0.7; > 0.99; 0.7
Smokeb (n; %) 11; 39.3 8; 40.0 8; 38.1 4; 19.0  > 0.99; > 0.99; 0.36  > 0.99; 0.4; 0.39
Dyslipidemia (n; %) 10; 35.7 7; 35.0 7; 33.3 5; 23.8  > 0.99; > 0.99; 0.5  > 0.99; 0.5; 0.52
Diabetes (n; %) 6; 21.4 3; 15.0 3; 14.3 2; 9.5 0.72; 0.72; 0.45  > 0.99; > 0.99; > 0.99
Hypertension (n; %) 10; 35.7 10; 50.0 10; 47.6 5; 23.8 0.59; 0.57; 0.56  > 0.99; 0.36; 0.36
Arrhythmia (n; %) 4; 14.3 5; 20.0 2; 9.5 0; 0.0 0.48; > 0.99; 0.14 0.41; 0.053; 0.48
AED (n; %) 0; 0.0 0; 0.0 1; 4.8 4; 19.0  > 0.99; 0.44; 0.04  > 0.99; 0.11; 0.35
Myocardial Infarction (n; %) 1; 3.6 1; 5.0 2; 9.5 1; 4.8  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
Heart Failurec (n; %) 2; 7.1 1; 5.0 2; 9.5 1; 4.8  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
TIA/Stroke (n; %) 0; 0.0 0; 0.0 2; 9.5 1; 4.8  > 0.99; 0.44; 0.19  > 0.99; > 0.99; > 0.99
Chronic Kidney Diseased (n; %) 0; 0.0 1; 5.0 0; 0.0 1; 4.8  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
Prior Tumors (n; %) 4; 14.3 3; 15.0 2; 9.5 3; 14.3  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
Neurodegenerative Diseases (n; %) 0; 0.0 0; 0.0 1; 4.8 0; 0.0  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
Alcool > 4 unit/day (n; %) 1; 3.6 0; 0.0 0; 0.0 0; 0.0  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
Carotid Atheroma or Aneurysms (n; %) 3; 10.7 2; 10.0 2; 9.5 4; 19.0  > 0.99; > 0.99; > 0.99  > 0.99; > 0.99; > 0.99
Venous Insufficiency (n; %) 3; 10.7 3; 15.0 1; 4.8 3; 14.3  > 0.99; 0.63; > 0.99 0.6; > 0.99; 0.6
Asthma, COPD, O2 Therapy (n; %) 0; 0.0 2; 10.0 1; 4.8 2; 9.5 0.18; 0.44; 0.19  > 0.99; > 0.99; > 0.99
Dysthyroidism (n; %) 9; 32.1 5; 25.0 3; 14.3 1; 4.8 0.76; 0.33; 0.07 0.7; 0.19; 0.60
Cirrhosis, Steatosis, Biliary Lithiasis (n; %) 3; 10.7 3; 15.0 1; 4.8 2; 9.5  > 0.99; 0.63; > 0.99 0.6; > 0.99 > 0.99
Previous Surgery (n; %) 10; 35.7 10; 50.0 4; 19.0 3; 14.3 0.59; 0.37; 0.33 0.21; 0.11; > 0.99
Pharmacological Treatment
Antihypertensive (n; %) 10; 35.7 9; 45.0 10; 47.6 5; 23.8 0.78; 0.60; 0.56  > 0.99; 0.36; 0.37
Lipid-lowering (n; %) 6; 21.4 5; 25.0 6; 28.6 2; 9.5  > 0.99; 0.75; 0.45  > 0.99; 0.41; 0.36
Hypoglycemic (n; %) 3; 10.7 2; 10.0 2; 9.5 1; 4.8  > 0.99; > 0.99; 0.63  > 0.99; 0.5; 0.5
Antiplatelet (n; %) 4; 15.7 3; 15.0 2; 9.5 5; 23.8  > 0.99; > 0.99; 0.71  > 0.99; > 0.99; 0.42
Thyroid Hormones (n; %) 6; 21.4 4; 20.0 2; 9.5 1; 4.8 0.99; 0.45; 0.22 0.66; 0.34; > 0.99
Antianxiety (n; %) 2; 7.1 0; 0.0 0; 0.0 4; 19.0 0.78; 0.75; 0.39  > 0.99; 0.17; 0.17
Antidepressant (n; %) 2; 7.1 2; 7.1 2; 9.5 7; 33.3  > 0.99; > 0.99; 0.07 0.97; 0.26; 0.3
Neurotrophic (n; %) 1; 3.6 1; 5.0 1; 4.8 4; 19.0  > 0.99; > 0.99; 0.17  > 0.99; 0.3; 0.3
I-AChE (n; %) 0; 0.0 0; 0.0 1; 4.8 2; 9.5  > 0.99; 0.44; 0.19 0.4; 0.7; > 0.99

Bold values are statistically significant (p < 0.05).

aCN, cognitively normal; SMD, subjective memory decline; MCI, mild cognitive impairment; AD, Alzheimer’s disease; BMI, Body mass index; MMSE, Mini Mental State Examination; AED, antiepileptic drugs; TIA, Transient Ischemic Attack; I-AChE, Acetylcholinesterase Inhibitors.

bCurrent or former smokers.

cSubjects in NYHA (New York Heart Association) classes I–II.

dSubjects with glomerular filtration rate (GFR) > 30 ml/min/1.73 m2.