Dataset Information

Estimating the Prevalence of Rare Diseases: Long-Chain Fatty Acid Oxidation Disorders as an Illustrative Example.

ABSTRACT:

Introduction

Determining the epidemiology of disease is critical for multiple reasons, including to perform risk assessment, compare disease rates in varying populations, support diagnostic decisions, evaluate health care needs and disease burden, and determine the economic benefit of treatment. However, establishing epidemiological measures for rare diseases can be difficult owing to small patient populations, variable diagnostic techniques, and potential disease and diagnostic heterogeneity. To determine the epidemiology of rare diseases, investigators often develop estimation models to account for missing or unobtainable data, and to ensure that their findings are representative of their desired patient population.

Methods

A modeling methodology to estimate the prevalence of rare diseases in one such population-patients with long-chain fatty acid oxidation disorders (LC-FAOD)-as an illustrative example of its applicability.

Results

The proposed model begins with reliable source data from newborn screening reports and applies to them key modifiers. These modifiers include changes in population growth over time and variable standardization rates of LC-FAOD screening that lead to (1) a confirmed diagnosis and (2) improvements in standards of care and survival estimates relative to the general population. The model also makes necessary assumptions to allow the broad applicability of the estimation of LC-FAOD prevalence, including rates of diagnosed versus undiagnosed patients in the USA over time.

Conclusions

Although each rare disease is unique, the approach described here and demonstrated in the estimation of LC-FAOD prevalence provides the necessary tools to calculate key epidemiological estimates useful in performing risk assessment analyses; comparing disease rates between different subgroups of people; supporting diagnostic decisions; planning health care needs; comparing disease burden, including cost; and determining the economic benefit of treatment.

SUBMITTER: Kruger E

PROVIDER: S-EPMC9239941 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:Long-chain fatty acid oxidation disorders (LC-FAOD) are a group of rare, autosomal recessive genetic disorders that impair conversion of long-chain fatty acids into energy. Here we describe the impact of LC-FAOD in terms of effects on work and school, absenteeism and presenteeism at work, importance of symptoms, physical activity, participation in social activities, and quality of life (QoL). A convenience sample of adults (≥18 years) and caregivers of patients with LC-FAOD was invited to take the online survey (Confirmit). To be included, patients must have been receiving medical care from a healthcare provider for their LC-FAOD, and caregivers must not have been compensated for their care. Degree of physical activity, represented by metabolic equivalents (METs), was calculated using the NHANES Physical Activity Questionnaire. Absenteeism and presenteeism at work were calculated using the WHO Health Productivity Questionnaire. QoL was assessed using the 12-Item Short Form of the Medical Outcomes Survey. Significance was assessed using two tailed independent sample t-tests and z-tests at α = 0.1. Fourteen adults and 30 caregivers of LC-FAOD patients (answering for 37 patients) answered the survey (51 unique respondents). 59.2% of LC-FAOD patients experienced effects on their schooling due to LC-FAOD. 84.2% of working patients experienced effects on their work due to LC-FAOD. 70% of caregivers experienced effects on their work due to their child's LC-FAOD. Unique respondents report that muscle weakness (69%), physical fatigue (49%), and rhabdomyolysis (39%) are the most impactful symptoms of LC-FAOD. Adults (n = 14) scored significantly below the normalized average (50) on both physical (34.51, p < 0.001) and mental (45.27, p = 0.04) component scores of the SF-12 health-related quality of life measure. LC-FAOD impart a high disease impact on patients and their caregivers. In particular, symptoms relating to energy production were rated as highly impactful and limiting. Activities that may be considered normal for many people can prove to be very difficult or impossible for respondents with LC-FAOD, with respondents reporting lower physical and mental health-related quality of life measures than the average American.