MétaCan
Menu
Retour à la cohorte
Enregistrement W3096462006 · doi:10.1182/blood-2020-143139

Genetic Variants That Influence Fetal Hemoglobin Expression from Hydroxyurea Treatment

2020· article· en· W3096462006 sur OpenAlexaff
Anu Marahatta, Jonathan M. Flanagan, Thad A. Howard, Nicole A. Mortier, William H. Schultz, Kathryn L McElhinney, Léon Tshilolo, Thomas N. Williams, Peter Olupot‐Olupot, Brígida Santos, Chandy C. John, Robert O. Opoka, Rosa M. Nieves, Rafael Mena, Marvin Reid, Angela Rankine‐Mullings, Jasmine Baker, Patrick T. McGann, Banu Aygün, Adam Lane, George Tomlinson, Teresa Latham, Susan E. Stuber, Russell E. Ware

Notice bibliographique

RevueBlood · 2020
Typearticle
Langueen
DomaineMedicine
ThématiqueHemoglobinopathies and Related Disorders
Établissements canadiensUniversity of Toronto
Organismes subventionnairesnon disponible
Mots-clésFetal hemoglobinMedicinePopulationGenome-wide association studySickle cell anemiaSingle-nucleotide polymorphismInternal medicineOncologyBiologyDiseaseGenotypeFetusGeneticsPregnancyGene

Résumé

récupéré en direct d'OpenAlex

Introduction: Hydroxyurea is a potent therapeutic agent for sickle cell anemia (SCA), and treatment at maximum tolerated dose (MTD) is becoming the standard of care. Hydroxyurea exerts its disease-modifying effects primarily through induction of fetal hemoglobin (HbF), although the cellular and molecular mechanisms by which hydroxyurea increases HbF expression remain unclear. Children with SCA treated with hydroxyurea at MTD have substantial phenotypic variation, however, as some have higher HbF responses than others. We hypothesized that unknown quantitative trait loci modulate the pharmacological induction of HbF, so we performed a large genome wide association study (GWAS) of hydroxyurea-associated HbF responses for children with SCA treated prospectively with dose escalation to MTD. Methods: We analyzed genomic DNA from 831 children with SCA enrolled in pediatric research trials from the US (HUSTLE, SWiTCH, TWiTCH), the Caribbean (EXTEND, SACRED) and sub-Saharan Africa (REACH, NOHARM); all of these trials reported robust treatment responses with average HbF >20%. Study participants received hydroxyurea with dose escalation to MTD based on mild myelosuppression. Whole blood DNA was genotyped using the H3Africa SNP array (Illumina) with whole exome sequencing (WES) using NimbleGen VCRome 2.1 capture reagents and the Illumina HiSeq2500 platform. A transformed z-score for each study cohort gave a standardized measure of HbF induction relative to their steady-state level and their treatment HbF level at MTD. These standardized z-score HbF values were then used as a continuous variable for association testing using single-locus mixed model (EMMAX) adjusted for population stratification, using age, hydroxyurea dose at MTD, and sex as co-variates. We first performed an initial GWAS discovery using hydroxyurea response data from four distinct African populations (n=377). Single nucleotide variants (SNVs) with nominal significance (p<0.001) in the discovery step were then selected for replication using an additional African cohort (n=168). Variants that were significant in both the discovery and replication cohorts were then verified using a cohort of US (n=200) and Caribbean (n=86) children with SCA, identifying genomic loci with consistent associations for HbF induction across all cohorts. Results: In the discovery GWAS step, no variant passed genome wide significance (p<10-8) for the MTD HbF phenotype, including no significant associations with known genetic modifiers of endogenous HbF (BCL11A, HBS1L-MYB, HBG2). A total of 2057 low frequency and common SNVs had at least nominal association (p<0.001) with the hydroxyurea treatment responses, of which 44 were also significant (p<0.05) and with the same direction of association with HbF induction in the replication cohort. In the final verification step, these 44 significant variants were then tested in additional independent SCA cohorts with at least three demonstrating a strong effect (Table 1). The rs10978155 variant in the PTPRD gene and the rs55695413 variant in the RPH3AL gene were both consistently associated (p<0.05) with lower HbF treatment responses. Another variant (rs75442556) near the ELL2 gene approached statistical significance (p=0.08) in the verification cohort and was also associated with lower HbF expression. The allele frequencies for these PTPRD, RPH3AL, and ELL2 variants were 0.32, 0.017, and 0.25, respectively, and did not affect baseline HbF levels. Children with these PTPRD, RPH3AL, and ELL2 genetic variants still had substantial HbF induction, but achieved lower hydroxyurea MTD HbF levels on average by 2.9%, 9.8%, and 2.7%, respectively. Conclusions: This large GWAS using global cohorts of children with SCA and robust prospective HbF phenotype data has identified genetic predictors of HbF hydroxyurea treatment responses. Three novel genetic loci, PTPRD, RPH3AL, and ELL2 have SNVs associated with lower HbF responses. PTPRD is a protein tyrosine phosphatase receptor involved in cellular processes such as cell growth and differentiation, while RPH3AL, a rabphilin 3A like protein, is known to be involved in calcium-ion-dependent exocytosis. ELL2 is an elongation factor for RNA polymerase II and could modify RNA processing under the cytostatic effects of hydroxyurea. These genes and variants will be investigated to determine how they impact individual HbF responses to hydroxyurea treatment. Disclosures Aygun: National Heart, Lung, and Blood Institute: Research Funding; bluebird bio: Membership on an entity's Board of Directors or advisory committees, Research Funding; National Institute of Nursing Research: Research Funding; Patient-Centered Outsomes Research Institute: Research Funding.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,002
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,003
Score d'incertitude au seuil0,010

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0000,002
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,001
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0010,000
Charge utile insuffisante (le modèle a refusé de juger)0,0030,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,013
Tête enseignante GPT0,224
Écart entre enseignants0,211 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations3
Publié2020
Routes d'admission1
Résumé présentoui

Explorer davantage

Même revueBloodMême sujetHemoglobinopathies and Related DisordersTravaux en français237 207