Data collection

Initial search yielded 9,515 trials. Following the data filtering process, instrument annotation, and eligibility assessment, a final data set of 4619 trials were retained for analysis. The submission date of these trials ranged from January 2001 to December 2022.

Figure 1. annural clinical trials

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The AD has the highest number of trials with 2163 (46.83%),followed by PD (2013, 43.58%), ALS 177 (396, 8.57%), HD (132, 2.86%), LBD (90, 1.95%) and FTLD (69, 1.49%).

A total of unique 10679 original instrument entities were annotated, which were further mapped to 2494 normalized instruments. The overall average number of instruments employed in trials is 4.4003, while the minimum number is 1 and maximum number is 31. Alzheimer’s disease has the highest number of unique instruments of 1647 with an average of 4.5603 instruments used per trial. FTLD has the highest average number of instruments per trial at 5.3188.

Table 1. Statistic description of clinical trials and outcome measurement instruments

Neurodegenerative Disease Number of Trials Number of Instruments Number of Unique Instruments Average Number of Instruments per Trial
AD 2163 9864 1647 4.5603
PD 2013 8245 1132 4.0959
ALS 396 950 223 2.3990
HD 132 478 166 3.6212
LBD 90 421 181 4.6778
FTLD 69 367 185 5.3188
Total 4619 20325 2494 4.4003
Shared instruments among NDDs

The AD had the most specific instruments with 1090,194 followed by PD with 649. Among the numerous instruments, 203 were shared between 195 AD trials and PD trials, and 15 were shared across 6 NDDs.

Figure 2. specific and common instruments among 6 neurodegenerative diseases

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Table 2. 15 outcome measurement instruments employed by 6 common neurodegeneratives diseases.

Instruments AD PD LBD HD ALS FTLD Total
Unified Parkinson's Disease Rating Scale 42 1315 20 6 2 5 1390
Mini-Mental State Examination 725 111 29 6 1 14 886
Neuropsychiatric Inventory 611 42 30 5 5 26 719
Montreal Cognitive Assessment 196 267 15 14 4 5 501
Clinical Global Impression 137 235 9 18 8 12 419
Zarit Burden Interview 240 40 11 2 7 10 310
EQ-5D 118 88 4 4 19 2 235
Short Form Health Survey 88 64 4 6 11 4 177
Visual Analogue Scale 43 100 2 2 18 2 167
Stroop Test 63 57 2 16 1 2 141
Columbia Suicide Severity Rating Scale 55 52 2 16 5 1 131
Hospital Anxiety and Depression Scale 40 59 5 9 10 2 125
Patient Health Questionnaire 61 15 7 3 3 6 95
Verbal Fluency Test 32 17 2 7 1 2 61
Quality of Life in Neurological Disorders 5 17 1 4 2 2 31

We presented the usage patterns between the 15 instruments and 6 NDDs. The thickness of lines reflects the frequency of usage of each instrument in each disease. We observed a high frequency of usage of the UPDRS for PD. Similarly, MMSE, Neuropsychiatric Inventory (NPI) and Zarit Burden Interview (ZBI) have high frequency usage for AD. Other instruments such as EuroQol 5 Dimensions (EQ-5D), MoCA and Clinical Global Impression (CGI) are often used in both AD and PD, and no significant difference in frequency.

Figure 3. relationships between instruments and neurodegenerative diseases

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Temporal trends of the 15 instruments in AD and PD trials, respectively. The results indicated that a majority of the instruments are utilized sparingly, whereas certain instruments are predominant and exhibit increasing usage over time. Specifically, the MMSE in AD trials, while UPDRS in PD trials.

Figure 4. Temporal trends of the 15 instruments in Alzheimer's disease trials

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Figure 5. Temporal trends of the 15 instruments in Parkinson's disease trials

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Top popular instruments

The top popular instruments and their usage frequency in temporal trends of each neurodegenerative disease. (A) Alzheimer Disease. (B) Parkinson Disease. (C) Amyotrophic Lateral Sclerosis. (D) Frontotemporal Lobar Degeneration. (E) Lewy Body Disease. (F) Huntington Disease. In trials targeting AD, the MMSE, NPI, and Alzheimer's Disease Assessment Scale (ADAS) are among the most commonly employed instruments. In PD trials, the UPDRS and Parkinson's Disease Questionnaire (PDQ) are most commonly used because they are widely recognized and can offer a thorough evaluation of PD motor and non-motor symptoms. The Amyotrophic Lateral Sclerosis Functional Rating Scale (ALSFRS) occupies an absolute advantage with widespread adoption in ALS research. In contrast, there are relatively fewer studies on FTLD and LBD, and disease-specific instruments are limited.

Figure 6. top popular instruments and their usage frequency in temporal trends of each neurodegenerative disease

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Association patterns between different instruments

Over 76.75% of trials employed more than one instruments.In AD trials, ADAS-MMSE and MMSE-NPI emerged as the most frequently employed instruments combinations. In PD trials, UPDRS was the most commonly used instrument, which was frequently used with PDQ, MoCA, CGI, and Time Up and Go Test (TUG). In ALS trials, researchers frequently utilized ALSFRS in conjunction with Amyotrophic Lateral Sclerosis Assessment Questionnaire (ALSAQ) and Handheld Dynamometry (HHD). In FTLD trials, the most commonly used instruments combinations were NPI and Clinical Dementia Rating Scale, as well as NPI and Clinical Global Impression (CGI). In LBD trials, the NPI-MMSE combination was frequently employed, while in HD trials, the UHDRS-CGI combination was the most commonly used.

Usage of different versions

Outcome measurement instruments typically contain multiple modules or various versions to address cultural differences, accommodate diverse populations, and enhance reliability and validity. For instruments such as CGI and PGI, which are instruments for assessing the overall severity of illness or improvement in clinical trials, and multiple versions for change (CGI-C, PGI-C), severity (CGI-S, PGI-S) and improvement (CGI-I, PGI-I) are available. When employing the MWT, the 10MWT was the most commonly used, although other versions such as the 4MWT, 6MWT, 30MWT, 4x3MWT, and 4x10MWT were also used. Similarly, for PHQ, the PHQ-9 was the most frequently utilized version, while the PHQ-2, PHQ-4, PHQ-8, PHQ-15 were also used