Evidence map›Paper›PMID 41588513›Full record

ArticleOrphanet journal of rare diseases2026

Healthcare utilization patterns and costs related to neurofibromatosis 1 in Ontario, Canada.

Ajith Sivadasan, Alejandro Hernandez, Elisa Candido, Patricia C Parkin, Karen Tu, Meg Mendoza, Carolina Barnett-Tapia

Abstract read
In one paragraph

Article in Orphanet journal of rare diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Ajith SivadasanElizabeth Raab Neurofibromatosis Clinic, University Health Network, Toronto, Canada.
Alejandro HernandezICES, Toronto, Canada.
Elisa CandidoICES, Toronto, Canada.
Patricia C ParkinPediatric Neurofibromatosis Clinic, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada.
Karen TuDepartment of Family and Community Medicine, Toronto Western Family Health, University of Toronto, North York General Hospital, Team-University Health Clinic, Toronto, Canada.
Meg MendozaElizabeth Raab Neurofibromatosis Clinic, University Health Network, Toronto, Canada.
Carolina Barnett-TapiaElizabeth Raab Neurofibromatosis Clinic, University Health Network, Toronto, Canada. c.barnetttapia@utoronto.ca.ORCID http://orcid.org/0000-0001-5546-0221

Funding

Congressionally Directed Medical Research Programs W81XWH-19-1-0177, NF180027
6 · The paper itself

Abstract

BACKGROUND AND

objectivesNeurofibromatosis type 1 (NF1) is a multisystemic disease, characterized by cutaneous manifestations and peripheral nerve sheath tumors. Patients also have a high prevalence of learning disability, gliomas, as well as other malignancies, and require specialized follow up and surveillance. However, there are limited data regarding how people with NF1 use the healthcare system. We aimed to assess the use of different health services in individuals with NF1 compared to the general population.

methodsThis population-based, matched cohort study in Ontario, Canada, used a registry of individuals with confirmed NF1 from pediatric and adult clinics between 1990 and December 31, 2020, linked to administrative health databases. Each patient was matched 1:5 to population controls, by date of birth, sex, income quintile and geographic area of residence. We compared outpatient primary and specialty claims, hospitalizations, emergency department (ED) visits, same-day surgeries, overall healthcare costs and use of disability benefits.

results1,210 individuals with NF1 were matched to 6,050 controls, mean follow up was 19.6 ± 8.7 and 18.8 ± 8.5 years, respectively; at the end of the study window, mean age was 26.2 ± 16.9 years. More adults with NF1 received disability benefits than controls (17.6% vs. 6.6%, p < 0.001). NF1 individuals had more ED visits (RR:1.11, 95% CI: 1.04–1.19), hospitalizations (RR: 2.66, 95% CI: 2.43–2.91), primary care visits (RR: 1.15, 95% CI: 1.10–1.21), specialist visits (RR:2.34, 95% CI: 2.18–2.51) and same-day surgeries (RR: 1.62, 95% CI: 1.47–1.69). Healthcare costs were higher in NF1 than controls (CAD$53,858 vs. CAD$18,133, p < 0.0001). Individuals with NF1 in rural areas had more ED visits and fewer primary and specialty visits than urban dwellers; those in the highest income quintile had fewer ED visits and hospitalizations. DISCUSSION: Individuals with NF1 in Ontario, Canada, have high use of outpatient and inpatient services, disability benefits and higher healthcare costs, highlighting the need for multidisciplinary care. Rurality and income quintile were associated with the use of healthcare resources; future work is needed to assess social determinants of health in NF1.

Indexed as

Neurofibromatosis 1Patient Acceptance of Health CareAdolescentAdultChildChild, PreschoolCohort StudiesFemaleHealth Care CostsHospitalizationHumansMaleMiddle AgedOntarioYoung AdultHealth-care costsHealthcare utilizationNF1

Identifiers

PMID41588513
PMCPMC12837521

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.