Evidence map›Paper›PMID 37247420›Full record

ArticleAnnals of internal medicine2023

Distributional Cost-Effectiveness of Equity-Enhancing Gene Therapy in Sickle Cell Disease in the United States.

George Goshua, Cecelia Calhoun, Satoko Ito, Lyndon P James, Andrea Luviano, Lakshmanan Krishnamurti, Ankur Pandya

Open access · greenAbstract read
In one paragraph

Article in Annals of internal medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 2 pooled it
20.0field-weighted citation impact, top 1% of its field
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

20 citing papers in PubMed, 2 syntheses or guidelines pooled it, 35 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. A Threshold Inequality Aversion Parameter Approach to Interpret Distributional Cost-Effectiveness Analysis Results.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2026
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  10. Distributional Cost-Effectiveness Analysis in Genomic Medicine: Considerations for Addressing Health Equity.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2025
    Article
  11. Article
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  13. Genome editing strategies for targeted correction of β-globin mutation in sickle cell disease: From bench to bedside.Molecular therapy : the journal of the American Society of Gene Therapy · 2025
    Review
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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 at 2 institutions in 1 country.

George GoshuaSection of Hematology, Yale University School of Medicine, New Haven, Connecticut (G.G., C.C., S.I.).ORCID 0000-0002-1624-4427
Cecelia CalhounSection of Hematology, Yale University School of Medicine, New Haven, Connecticut (G.G., C.C., S.I.).ORCID 0000-0002-4997-1532
Satoko ItoSection of Hematology, Yale University School of Medicine, New Haven, Connecticut (G.G., C.C., S.I.).ORCID 0000-0003-4430-1860
Lyndon P JamesPhD Program in Health Policy, Harvard University, Cambridge, Massachusetts (L.P.J., A.L.).ORCID 0000-0002-8933-2188
Andrea LuvianoPhD Program in Health Policy, Harvard University, Cambridge, Massachusetts (L.P.J., A.L.).ORCID 0000-0002-2624-4850
Lakshmanan KrishnamurtiSection of Pediatric Hematology, Oncology and Bone Marrow Transplant, Yale University School of Medicine, New Haven, Connecticut (L.K.).
Ankur PandyaDepartment of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts (A.P.).
Yale University · USHarvard University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
PROGRAM FOR AIDS CLINICAL RESEARCH TRAINING (PACRT)T32AI007433 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI MARK J SIEDNER · 1992 to 2026
$11.4M
NCATS NIH HHS UL1 TR001863NIAID NIH HHS T32 AI007433
6 · The paper itself

Abstract

backgroundGene therapy is a potential cure for sickle cell disease (SCD). Conventional cost-effectiveness analysis (CEA) does not capture the effects of treatments on disparities in SCD, but distributional CEA (DCEA) uses equity weights to incorporate these considerations.

objectiveTo compare gene therapy versus standard of care (SOC) in patients with SCD by using conventional CEA and DCEA.

designMarkov model. DATA SOURCES: Claims data and other published sources. TARGET POPULATION: Birth cohort of patients with SCD. TIME HORIZON: Lifetime. PERSPECTIVE: U.S. health system.

interventionGene therapy at age 12 years versus SOC. OUTCOME MEASURES: Incremental cost-effectiveness ratio (ICER) (in dollars per quality-adjusted life-years [QALYs] gained) and threshold inequality aversion parameter (equity weight). RESULTS OF BASE-CASE ANALYSIS: Gene therapy versus SOC for females yielded 25.5 versus 15.7 (males: 24.4 vs. 15.5) discounted lifetime QALYs at costs of $2.8 million and $1.0 million (males: $2.8 million and $1.2 million), respectively, with an ICER of $176 000 per QALY (full SCD population). The inequality aversion parameter would need to be 0.90 for the full SCD population for gene therapy to be preferred per DCEA standards. RESULTS OF SENSITIVITY ANALYSIS: SOC was favored in 100.0% (females) and 87.1% (males) of 10 000 probabilistic iterations at a willingness-to-pay threshold of $100 000 per QALY. Gene therapy would need to cost less than $1.79 million to meet conventional CEA standards. LIMITATION: Benchmark equity weights (as opposed to SCD-specific weights) were used to interpret DCEA results.

conclusionGene therapy is cost-ineffective per conventional CEA standards but can be an equitable therapeutic strategy for persons living with SCD in the United States per DCEA standards. PRIMARY FUNDING SOURCE: Yale Bernard G. Forget Scholars Program and Bunker Endowment.

Indexed as

Anemia, Sickle CellCost-Effectiveness AnalysisChildCost-Benefit AnalysisFemaleHumansMaleQuality-Adjusted Life YearsUnited States

Identifiers

PMID37247420
PMCPMC10370480
OpenAlexW4378672824

What OpenQuestion holds

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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 OpenQuestion graph.