Evidence map›Paper›PMID 39704065›Full record

ArticlePediatric pulmonology2025

Facilitators and Barriers to Increasing Equity in Cystic Fibrosis Newborn Screening Algorithms.

Kellyn Madden, Rebecca Mueller, Camille Brown, Kathleen D Valverde, Elinor Langfelder-Schwind

Abstract read
In one paragraph

Article in Pediatric pulmonology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Cystic Fibrosis Year in Review 2024.Pediatric pulmonology · 2025
    Review
  2. Review
  3. Article
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

5 authors.

Kellyn MaddenMaster of Science in Genetic Counseling Program, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Rebecca MuellerFriedreich's Ataxia Research Alliance, Downingtown, Pennsylvania, USA.
Camille BrownFriedreich's Ataxia Research Alliance, Downingtown, Pennsylvania, USA.
Kathleen D ValverdeFriedreich's Ataxia Research Alliance, Downingtown, Pennsylvania, USA.ORCID http://orcid.org/0000-0001-6515-8982
Elinor Langfelder-SchwindThe Cystic Fibrosis Center, Department of Pulmonary, Critical Care and Sleep Medicine, Lenox Hill Hospital, Northwell Health, New York, New York, USA.

Funding

The Penn Postdoctoral Training Program in the Ethical, Legal and Social Implications of Genetics and GenomicsT32HG009496 · NHGRI · UNIVERSITY OF PENNSYLVANIA · PI Steven Joffe · 2017 to 2026
$3.4M
NHGRI NIH HHS T32 HG009496This study was supported by a student research scholarship granted to K. Madden by the Cystic Fibrosis Special Interest Group of the National Society of Genetic Counselors. R. Mueller's effort is supported by National Human Genome Research Institute Award Number HG009496. K. Valverde's effort is supported by the Warren Alpert Foundation Alliance to Increase Diversity in Genetic Counseling Grant.
6 · The paper itself

Abstract

backgroundNewborn screening (NBS) for cystic fibrosis (CF) was universally implemented in the United States in 2010 to improve disease outcomes. Despite universal screening, disparities in outcomes currently exist between people with CF (PwCF) with Black/African, Asian, Indigenous, and Latino/Hispanic ancestry in comparison to PwCF of European ancestry. This is in part because CFTR panels used for newborn screening are often based on variants common in European ancestries leading to higher rates of false negatives for PwCF from minoritized racial and ethnic groups.

methodsThis study investigated how states evaluate and update their CFNBS algorithms through semi-structured interviews with professionals from four states with ethnically diverse populations and one national consultant. Interviews were transcribed verbatim and analyzed through inductive thematic analysis.

resultsFive themes were identified encompassing facilitators, barriers, and motivations for evaluating and updating CF NBS algorithms. Facilitators of effective evaluation and updating of algorithms included effective communication with CF clinical centers and extensive support for CF as compared to other conditions. Although participants stated that their respective NBS programs were aware of the disparate impact of their CF panels on PwCF from minoritized racial and ethnic groups, motivations to decrease this disparity were hampered by a range of funding and logistical barriers, such as limited information about false negative cases and difficulties incorporating next generation sequencing technology.

conclusionsThis study shed light on the experiences of states considering alterations to their CFNBS panels, revealing several key barriers and facilitators to implementing equitable CFNBS algorithms.

Indexed as

AlgorithmsCystic FibrosisHealthcare DisparitiesNeonatal ScreeningCystic Fibrosis Transmembrane Conductance RegulatorFemaleHumansInfant, NewbornMaleUnited StatesCystic Fibrosis Transmembrane Conductance Regulatorcystic fibrosishealth disparitieshealth equitynewborn screening

Identifiers

PMID39704065
PMCPMC11984462

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Registered trials

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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 OpenQuestion graph.