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Table 1 Clinical and demographic characteristics of the participants

From: Predicting positron emission tomography brain amyloid positivity using interpretable machine learning models with wearable sensor data and lifestyle factors

Characteristics of the participantsa

First year (n = 122)

Second year (n = 99)

Third year (n = 61)

Demographic characteristics

 Age, years, median (IQR)

75.50 (71.00–80.00)

76.00 (72.00–80.00)

76.00 (71.00–80.00)

 Sex (male:female)

54:68

44:55

29:32

 Education duration, median (IQR)

12.00 (9.00–12.00)

12.00 (9.00–12.00)

12.00 (9.00–12.00)

 BMI, kg/m2, median (IQR)

23.19 (21.28–24.93)

23.46 (21.66–25.37)

23.60 (22.00–25.32)

 ApoE4 (negative:positive)b

105:17

85:14

49:12

 Ever drinking (none:sometimes:everyday)

78:23:21

62:20:17

40:14:7

 Ever smoking (none:sometimes:everyday)

117:0:5

95:1:3

60:0:1

Wearable sensor data

 Steps/day, median (IQR)

4425.21 (2839.88–6364.50)

4168.86 (2552.55–5886.65)

4008.35 (2542.67–5420.50)

 Light physical activity, min/day, median (IQR)

16.46 (10.55–28.64)

18.79 (10.07–29.06)

16.05 (8.71–23.21)

 Moderate-to-vigorous physical activity, min/day, median (IQR)

21.46 (11.16–35.13)

17.82 (10.76–29.95)

15.30 (10.46–29.83)

 Sedentary behavior, min/day, median (IQR)

788.35 (739.65–830.27)

779.83 (724.03–839.19)

776.26 (713.50–842.21)

 TST, min/day, median (IQR)

400.12 (355.96–445.53)

401.85 (357.71–455.97)

412.75 (371.41–474.67)

 Sleep efficiency/day, median (IQR)

0.96 (0.93–0.97)

0.96 (0.94–0.98)

0.96 (0.94–0.97)

 Awakening time count, times/day, median (IQR)

0.47 (0.29–0.72)

0.43 (0.29–0.68)

0.47 (0.25–0.68)

 Naptime, min/day, median (IQR)

35.50 (19.23–59.73)

37.77 (23.43–63.95)

47.27 (25.71–68.78)

 Nap efficiency/day, median (IQR)

0.99 (0.93–1.00)

0.98 (0.95–1.00)

0.96 (0.94–1.00)

 Awakening time count during nap, times/day, median (IQR)

0.03 (0.00–0.10)

0.03 (0.00–0.08)

0.04 (0.02–0.08)

 Heart rate, beats/min, median (IQR)

63.48 (59.63–68.79)

63.05 (59.00–69.20)

62.83 (58.97–69.88)

 Conversation time, min/day, median (IQR)

213.79 (173.46–270.91)

221.59 (183.01–279.64)

221.72 (176.75–271.07)

 ActiveScale, times/day, median (IQR)

4.63 (3.18–6.70)

4.59 (2.87–6.80)

3.84 (2.46–5.91)

Others

 MoCA-J score, median (IQR)

22.00 (19.00–25.00)

23.00 (20.00–26.00)

23.00 (19.00–25.00)

 Mean SUVR on PiB, median (IQR)

0.92 (0.83–1.32)

0.90 (0.83–1.37)

0.90 (0.82–1.49)

 PiB-PET (negative:positive)

94:28

75:24

45:16

  1. IQR Interquartile range
  2. BMI Body mass index, min minute, TST Total sleep time
  3. aAll variables, except ApoE4, were used before the missing value was imputed
  4. bThe value in the 2nd and 3rd years of ApoE4 was imputed using the values in the 1st year