# Role of the Clock Drawing Test in Differential Diagnosis of Alzheimer’s Disease: Clinical Findings in Relation to CSF Biomarkers

**Authors:** Aurora Cermelli, Chiara Lombardo, Alberto Mario Chiarandon, Fausto Roveta, Elisa Maria Piella, Virginia Batti, Elisa Rubino, Innocenzo Rainero, Silvia Boschi

PMC · DOI: 10.3390/ijms27041790 · 2026-02-13

## TL;DR

The Clock Drawing Test helps identify cognitive impairment and correlates with biomarkers of Alzheimer's disease, making it a useful clinical tool.

## Contribution

The study evaluates the CDT's diagnostic performance and its relationship with CSF biomarkers in Alzheimer's disease.

## Key findings

- CDT scores effectively distinguish patients from healthy individuals with large effect sizes.
- Lower CDT performance is significantly associated with higher CSF total tau levels.
- CDT shows limited but meaningful relationships with neurodegenerative biomarkers.

## Abstract

Alzheimer’s disease (AD) is the most common cause of neurocognitive disorder, and the integration of cognitive assessment with biological markers remains essential for clinical characterization. The Clock Drawing Test (CDT) is a brief and widely used screening tool assessing visuospatial and executive functions, which may reflect underlying neurodegenerative processes. This study investigated the diagnostic performance of the CDT and its association with cerebrospinal fluid (CSF) biomarkers within the A/T/(N) research framework. Ninety-seven patients with mild or major neurocognitive disorder were classified as AD or non-AD according to CSF amyloid-β, phosphorylated tau, and total tau profiles, and compared with 36 healthy participants. All subjects underwent a comprehensive neuropsychological evaluation, including the CDT scored using the quantitative–qualitative method proposed by Rouleau et al. Group comparisons, ROC analyses, and regression models adjusted for age, sex, and education were performed. CDT scores effectively distinguished patients from healthy participants, showing large effect sizes, and modestly differentiated AD from non-AD profiles, particularly on the Hands subscale. Diagnostic accuracy was fair, with adjusted AUC values ranging from 0.65 to 0.75. Lower CDT performance was significantly associated with higher CSF total tau levels, while associations with amyloid-β and phosphorylated tau were not robust after correction. These findings suggest that the CDT is sensitive to cognitive impairment severity and shows limited but meaningful relationships with neurodegenerative biomarkers, supporting its role as a practical complementary tool alongside biological assessment.

## Linked entities

- **Diseases:** Alzheimer’s disease (MONDO:0004975)

## Full-text entities

- **Genes:** APP (amyloid beta precursor protein) [NCBI Gene 351] {aka AAA, ABETA, ABPP, AD1, APPI, CTFgamma}, MAPT (microtubule associated protein tau) [NCBI Gene 4137] {aka DDPAC, FTD1, FTDP-17, MAPTL, MSTD, MTBT1}
- **Diseases:** injury to (MESH:D014947), neurodegeneration (MESH:D019636), dementia with Lewy bodies (MESH:D020961), AD (MESH:D000544), MCI (MESH:D060825), neurological, psychiatric, or cognitive disorders (MESH:D001523), impairments in learning and recall (MESH:D007859), CDT (MESH:D013736), neglect (MESH:D058069), neurofibrillary tangles (MESH:D055956), , and executive deficits (MESH:D009461), vascular dementia (MESH:D015140), tauopathies (MESH:D024801), neurocognitive disorder (MESH:D019965), neuropsychiatric comorbidities (MESH:C000631768), Dementia (MESH:D003704), amyloid (MESH:C000718787), neuronal injury (MESH:D009410), semantic and inhibitory control deficits (MESH:D007174), amyloid plaque (MESH:D058225), Cognitive Impairment (MESH:D003072), frontotemporal dementia (MESH:D057180)
- **Chemicals:** CDT (-), FDG (MESH:D019788)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12940342/full.md

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Source: https://tomesphere.com/paper/PMC12940342