Longitudinal natural history studies based on real-world data in rare diseases: Opportunity and a novel approach.

Growing interest in therapeutic development for rare diseases necessitate a systematic approach to the collection and curation of natural history data that can be applied consistently across this group of heterogenous rare diseases. In this study, we discuss the challenges facing natural history studies for leukodystrophies and detail a novel standardized approach to creating a longitudinal natural history study using existing medical records. Prospective studies are uniquely challenging for rare diseases. Delays in diagnosis and overall rarity limit the timely collection of natural history data. When feasible, prospective studies are often cross-sectional rather than longitudinal and are unlikely to capture pre- or early- symptomatic disease trajectories, limiting their utility in characterizing the full natural history of the disease. Therapeutic development in leukodystrophies is subject to these same obstacles. The Global Leukodystrophy Initiative Clinical Trials Network (GLIA-CTN) comprises of a network of research institutions across the United States, supported by a multi-center biorepository protocol, to map the longitudinal clinical course of disease across leukodystrophies. As part of GLIA-CTN, we developed Standard Operating Procedures (SOPs) that delineated all study processes related to staff training, source documentation, and data sharing. Additionally, the SOP detailed the standardized approach to data extraction including diagnosis, clinical presentation, and medical events, such as age at gastrostomy tube placement. The key variables for extraction were selected through face validity, and common electronic case report forms (eCRF) across leukodystrophies were created to collect analyzable data. To enhance the depth of the data, clinical notes are extracted into "original" and "imputed" encounters, with imputed encounter referring to a historic event (e.g., loss of ambulation 3 months prior). Retrospective Functional Assessments were assigned by child neurologists, using a blinded dual-rater approach and score discrepancies were adjudicated by a third rater. Upon completion of extraction, data source verification is performed. Data missingness was evaluated using statistics. The proposed methodology will enable us to leverage existing medical records to address the persistent gap in natural history data within this unique disease group, allow for assessment of clinical trajectory both pre- and post-formal diagnosis, and promote recruitment of larger cohorts.

Vitamin D status and latitude predict brain lesions in adrenoleukodystrophy.

Objectives: Approximately 40% of boys with X-linked adrenoleukodystrophy (ALD) develop inflammatory demyelinating brain lesions (cerebral ALD, cALD) and are at risk for death or severe disability. Risk factors for cALD are poorly understood. Our objective was to evaluate whether vitamin D status, which influences immune function, is associated with risk for cALD. Methods: We used two independent cohorts to assess whether low vitamin D status is correlated with cALD. We used complementary proxies for vitamin D status: plasma 25-hydroxyvitamin D levels and latitude. In our first cohort, we measured 25-hydroxyvitamin D in biobanked plasma samples from ALD boys with initially normal brain MRIs followed at two expert centers. In a second cohort, we measured latitude (using home ZIP code) among ALD boys identified in a national administrative database (PHIS) covering 51 US pediatric hospitals. We used logistic regression models to estimate the odds of developing cALD in each cohort. Results: In the first cohort, we identified 20 ALD boys with a total of 53 plasma sample timepoints who met inclusion criteria; 50% (n = 10) subsequently developed cALD. Average 25-hydroxyvitamin D levels were lower among boys who developed cALD than those who did not (median 28.9 vs 36.6 ng/ml); p = 0.019. For each 10 ng/mL decrease in 25-hydroxyvitamin D, the odds ratio for developing cALD was 6.94; p = 0.044. In the second cohort, we identified 230 ALD boys across 28 states; 57% of boys (n = 132) developed cALD. Each 2° increase in latitude conferred an odds ratio of 1.17 (95% confidence interval, 1.01, 1.35); p = 0.036 for developing cALD. Conclusions: Using independent cohorts, we found that ALD boys with lower pre-morbid plasma levels of 25-hydroxyvitamin D, or more northerly latitude of residence, were more likely to develop cALD. These findings offer complementary lines of evidence that vitamin D and/or ultraviolet light exposure influence cALD risk.