Background: Individuals with preclinical Alzheimer's disease (AD) show reduced practice effects on annually repeated neuropsychological testing, suggesting a decreased ability to learn over repeated exposures. Remote, digital testing enables the assessment of learning over more frequent time intervals, thereby facilitating a more rapid detection of those early learning deficits. We previously showed that multi-day learning on the Boston Remote Assessment for Neurocognitive Health (BRANCH) was indeed diminished in Αβ+ cognitively unimpaired (CU) older adults. Here, we further investigated the impact of tau pathology on BRANCH multi-day learning curves (MDLCs).

Method: N = 136 CU older adults (age = 73.4±7.6, 66% female, 16.6±2.4 years education) from three well-characterized cohorts completed multi-day BRANCH on their personal device. The assessment includes two associative memory tests (Face Name and Groceries Prices) and a processing speed test with an associative memory component (Digit Signs) with identical stimuli repeated for seven consecutive days. An MDLC score is computed using an area under the curve method allowing for the combination of day 1 performance with a non-linear learning trajectory over the subsequent six days. All participants had [11C]Pittsburgh compound-B and [18F]flortaucipir PET within 0.7±0.5 years of BRANCH and were classified as A ± (global amyloid burden, DVR cutoff 1.14) and T ± (inferior-temporal tau SUVr, cutoff 1.30), resulting in n = 91 A-T-, n = 29 A+T- and n = 16 A+T+. Linear regression analyses adjusting for age, sex, and education were used to examine differences in BRANCH day 1 and MDLC scores across A/T groups.

Result: No A/T group differences were detected using day 1 scores. However, MDLC scores increasingly diminished across groups, with the A+T- group performing marginally worse (ß = -0.04,95%CI[-0.08-0.01], p = 0.11) and the A+T+ group significantly worse (ß = -0.06,95%CI[-0.11-0.01], p = 0.03) than A-/T- (Figure 1). A+ status regardless of T-status was associated with diminished Digit Signs MDLCs, whereas being T+ drove worse performance on Face Name and Groceries Prices MDLCs (Table 1).

Conclusion: Subtle differences in learning among CU older adults with different A/T biomarker profiles are observable using MDLCs. These findings further support the notion that a multi-day learning paradigm can provide unique information about cognition that is not captured using a single time-point assessment and is particularly relevant in preclinical AD.

Download full-text PDF

Source
http://dx.doi.org/10.1002/alz.086313DOI Listing

Publication Analysis

Top Keywords

multi-day learning
12
older adults
12
associative memory
8
face groceries
8
groceries prices
8
digit signs
8
mdlc scores
8
learning
7
branch
5
clinical manifestations
4

Similar Publications

Neural correlates of perceptual plasticity in the auditory midbrain and thalamus.

J Neurosci

January 2025

Neuroscience and Cognitive Science Program, University of Maryland, College Park, Maryland, 20742.

Hearing is an active process in which listeners must detect and identify sounds, segregate and discriminate stimulus features, and extract their behavioral relevance. Adaptive changes in sound detection can emerge rapidly, during sudden shifts in acoustic or environmental context, or more slowly as a result of practice. Although we know that context- and learning-dependent changes in the sensitivity of auditory cortical (ACX) neurons support many aspects of perceptual plasticity, the contribution of subcortical auditory regions to this process is less understood.

View Article and Find Full Text PDF

Clinical Manifestations.

Alzheimers Dement

December 2024

Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.

Background: Individuals with preclinical Alzheimer's disease (AD) show reduced practice effects on annually repeated neuropsychological testing, suggesting a decreased ability to learn over repeated exposures. Remote, digital testing enables the assessment of learning over more frequent time intervals, thereby facilitating a more rapid detection of those early learning deficits. We previously showed that multi-day learning on the Boston Remote Assessment for Neurocognitive Health (BRANCH) was indeed diminished in Αβ+ cognitively unimpaired (CU) older adults.

View Article and Find Full Text PDF

Clinical Manifestations.

Alzheimers Dement

December 2024

Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.

Background: Accelerated long-term forgetting (LTF) is characterized by unimpaired retention of information after short-term delays (e.g., 20-30 minutes) with increased forgetting at longer intervals (e.

View Article and Find Full Text PDF

The impact of task difficulty on neural modulation throughout a visuomotor multi-day practice training.

Brain Res Bull

December 2024

Key Laboratory of Biorheological Science and Technology of Ministry of Education, Chongqing University, Chongqing, China; Chongqing Key Laboratory of Artificial Intelligence and Service Robot Control Technology, Chongqing, China. Electronic address:

The effectiveness of rehabilitation is contingent upon the motor recovery process which typically involves long-term motor skill re-acquisition. Given that the learning process can be modulated by task difficulty, elucidating the underlying neural mechanism is essential for optimizing rehabilitation prescription to suit different patient conditions. This study aimed to investigate the impact of task difficulty on cortical response during force-control training via electroencephalography (EEG).

View Article and Find Full Text PDF

Personalized food consumption detection with deep learning and Inertial Measurement Unit sensor.

Comput Biol Med

November 2024

Physiological Controls Research Center, University Research and Innovation Center, Obuda University, Bécsi út 96/b, Budapest, 1034, Hungary; Biomatics and Applied Artificial Intelligence Institute, John von Neumann Faculty of Informatics, Obuda University, Bécsi út 96/b, Budapest, 1034, Hungary. Electronic address:

For individuals diagnosed with diabetes mellitus, it is crucial to keep a record of the carbohydrates consumed during meals, as this should be done at least three times daily, amounting to an average of six meals. Unfortunately, many individuals tend to overlook this essential task. For those who use an artificial pancreas, carbohydrate intake proves to be a critical factor, as it can activate the insulin pump in the artificial pancreas to deliver insulin to the body.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!