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Retrospective Study
Copyright: ©Author(s) 2026.
World J Psychiatry. Sep 19, 2026; 16(9): 121407
Published online Sep 19, 2026. doi: 10.5498/wjp.121407
Table 1 Baseline characteristics of study subjects, n (%)/mean ± SD
Characteristics
Total (n = 270)
AD-Control (n = 148)
AD-AnxDep (n = 122)
Age (years)73.1 ± 8.372.3 ± 8.074.1 ± 8.7
Male gender125 (46.3)70 (47.3)55 (45.1)
Education (years)9.8 ± 3.610.2 ± 3.89.3 ± 3.4
Disease duration (years)2.8 ± 1.42.6 ± 1.33.1 ± 1.5
MMSE score18.5 ± 4.219.5 ± 4.117.3 ± 4.2
CDR score1.2 ± 0.51.1 ± 0.41.4 ± 0.5
Hypertension156 (57.8)82 (55.4)74 (60.7)
Diabetes mellitus89 (33.0)46 (31.1)43 (35.2)
Hyperlipidemia112 (41.5)58 (39.2)54 (44.3)
NfL (pg/mL)26.7 ± 9.421.6 ± 6.432.8 ± 8.6
GFAP (pg/mL)155.6 ± 47.2127.8 ± 34.8187.2 ± 43.2
Table 2 Correlation between biomarker levels and Hospital Anxiety and Depression Scale scores
Biomarker
HADS-A (r)
P value
HADS-D (r)
P value
HADS-total (r)
NfL (pg/mL)0.448< 0.0010.562< 0.0010.516
GFAP (pg/mL)0.422< 0.0010.528< 0.0010.492
Age0.1860.0020.1980.0010.194
MMSE score-0.312< 0.001-0.346< 0.001-0.332
CDR score0.298< 0.0010.324< 0.0010.314
Disease duration0.224< 0.0010.256< 0.0010.242
Table 3 Univariate analysis of risk factors for anxiety and depression
Risk factor
Odds ratio (95%CI)
P value
Age ≥ 75 years1.88 (0.98-3.62)0.058
Female gender1.64 (0.88-3.06)0.119
Education ≤ 9 years1.86 (0.96-3.60)0.066
Disease duration > 3 years1.74 (0.92-3.30)0.089
MMSE ≤ 182.28 (1.22-4.28)0.010
CDR ≥ 1.52.04 (1.06-3.92)0.033
Hypertension1.24 (0.68-2.26)0.481
Diabetes mellitus1.20 (0.66-2.18)0.548
Elevated NfL (> 25 pg/mL)3.28 (1.64-6.56)0.001
Elevated GFAP (> 150 pg/mL)2.94 (1.50-5.76)0.002
Table 4 Risk stratification based on number of elevated biomarkers, mean ± SD
Number of elevated biomarkers
n
Anxiety-depression incidence (%)
Mean HADS
OR (95%CI)
P value
0 (low risk)5813.86.2 ± 2.8Reference-
1 (intermediate risk)13036.911.8 ± 4.63.42 (1.38-8.48)0.008
2 (high risk)8276.218.4 ± 5.219.58 (7.32-52.34)< 0.001
P for trend----< 0.001
Table 5 Sensitivity analysis and subgroup analysis
Analysis type
Subgroup
AUC (95%CI)
Sensitivity/specificity
Primary analysisOverall (n = 270)0.882 (0.836-0.928)81.1%/84.5%
Stricter criteriaHADS ≥ 100.868 (0.818-0.918)79.6%/83.2%
Gender-stratifiedMale (n = 125)0.876 (0.814-0.938)80.0%/84.3%
Gender-stratifiedFemale (n = 145)0.886 (0.834-0.938)82.1%/84.7%
Cognitive severityModerate (MMSE 10-18)0.902 (0.858-0.946)83.8%/86.2%
Cognitive severityMild (MMSE 19-26)0.848 (0.786-0.910)77.4%/81.9%
Education-stratifiedLow education (≤ 9 years)0.874 (0.822-0.926)79.8%/83.6%
Education-stratifiedHigh education (> 9 years)0.888 (0.836-0.940)82.4%/85.2%
Disease durationEarly stage (≤ 3 years)0.876 (0.820-0.932)80.3%/83.8%
Disease durationLater stage (> 3 years)0.890 (0.832-0.948)81.9%/85.1%


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