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. 2025 Dec 13;16:2517. doi: 10.1038/s41598-025-32329-8

Table 2.

Descriptive statistics of the analytical sample by late-onset epilepsy and Alzheimer’s disease (AD) status, UCLA ATLAS patient population (N = 16,500)a.

Late-onset epilepsy Alzheimer’s disease
Cases Controls P-value Cases Controls P-value
N = 658 N = 15,842 N = 376 N = 16,124
Primary outcome(s)
 Alzheimer’s disease (yes) 44 (6.7%) 332 (2.1%) < 0.001* 376 (100%) 0 (0%) -
 Late onset epilepsy (yes) 658 (100%) 0 (0%) - 44 (12%) 614 (3.8%) < 0.001*
Demographics
 Age at first visit (in years) 58.19 (10.36) 56.15 (11.60) < 0.001* 62.08 (11.83) 56.09 (11.52) < 0.001*
 Age at last visit (in years) 75.95 (6.77) 73.26 (7.59) < 0.001* 82.01 (5.93) 73.16 (7.49) < 0.001*
 Sex (female) 298 (45%) 7,794 (49%) 0.049* 207 (55%) 7,885 (49%) 0.02*
 EHR record length (in years) 17.76 (9.81) 17.11 (10.24) 0.03* 19.93 (10.92) 17.07 (10.20) < 0.001*
 Deceased (yes) 141 (21%) 1,221 (7.7%) < 0.001* 67 (18%) 1,295 (8.0%) < 0.001*
Health conditions
 Hypertension (yes) 526 (80%) 10,849 (68%) < 0.001* 296 (79%) 11,079 (69%) < 0.001*
 Diabetes (yes) 188 (29%) 3,516 (22%) < 0.001* 103 (27%) 3,601 (22%) 0.02*
 Stroke (yes) 48 (7.3%) 315 (2.0%) < 0.001* 54 (14%) 309 (1.9%) < 0.001*
 Hyperlipidemia (yes) 524 (80%) 11,589 (73%) < 0.001* 304 (81%) 11,809 (73%) < 0.001*
AD genetics
 APOE-ε4 count 0.5 < 0.001*
 0 483 (73%) 11,932 (75%) 211 (56%) 12,204 (76%)
 1 167 (25%) 3,707 (23%) 142 (38%) 3,732 (23%)
 2 8 (1.2%) 203 (1.3%) 23 (6.1%) 188 (1.2%)
 AD PRS with APOE region 0.11 (1.23) 0.06 (1.18) 0.2 0.28 (1.21) 0.05 (1.18) < 0.001*

APOE apolipoprotein E, EHR electronic health record.

[a] Summary statistics are displayed as n (%) for categorical variables, and mean (SD) for continuous variables. P-values were calculated with Pearson’s Chi-squared test or Wilcoxon rank sum test as appropriate.

*Statistical significance at P-value < 0.05 level.