Hispanic Ethnicity Is Associated with Low End of Induction Absolute Lymphocyte Count in Pediatric Acute Lymphoblastic Leukemia
Notice bibliographique
Résumé
Background: Minimal residual disease (MRD) obtained at the end of Induction (EOI) is a powerful prognostic indicator for assessing relapse risk in pediatric acute lymphoblastic leukemia (ALL). We have shown that low absolute lymphocyte count at the end of induction (EOI-ALC) is a significant and independent adverse prognostic factor in childhood ALL that further refines MRD-based risk stratification algorithms (Gramatges and Rabin, 2011). However, the mechanisms underlying the relationship between EOI-ALC, MRD, and prognosis have not yet been determined. Here, we investigated associations between clinical and biological host factors and EOI-ALC. Given that hematopoiesis is highly sensitive to telomere shortening and that inflammation further contributes to cellular stress, we hypothesized that shortened lymphocyte telomere length and evidence for systemic inflammation at EOI would be associated with a lower EOI-ALC. The relationship between EOI-ALC and risk for microbiologically documented bacterial infections (MDBI) during the first three months of leukemia therapy was also assessed. Methods: Children between the ages of 1 and 21 years with newly diagnosed B- or T-cell acute lymphoblastic leukemia (ALL) and enrolled to the Reducing Ethnic Disparities in Acute Leukemia (REDIAL) study were included. Blood samples were collected at EOI, and patient demographics and relevant clinical information including EOI MRD, ALC, and MDBI within the first 90 days of treatment were abstracted from the medical record. EOI lymphocyte telomere length was measured with telomere flow fluorescence in situ hybridization, and age-based percentiles assigned based on population norms (Repeat Diagnostics). Mean fluorescence intensity (MFI) of cytokines, including interferon-γ, interleukin (IL)-1ra, IL-1α, IL-1β, IL-3, IL-6, IL-7, IL-8, tumor necrosis factor (TNF)-α, and TNF-β was measured in plasma using a MILLIPLEX® MAP kit (EMD Millipore) on Luminex® equipment. Samples with at least one analyte with detectable MFI above normal range was considered evidence of systemic inflammation. Each sample was assessed in triplicate and analyzed with Belysa™ software. Clinical factors, systemic inflammation, lymphocyte telomere length ≤10th percentile for age, and number of MDBIs in the first 90 days of treatment were then compared between subjects with high or low EOI-ALC using Fisher's Exact Test. The EOI-ALC cutoff applied for this analysis was > or < 1500/µl (EOI-ALC-high and EOI-ALC-low, respectively), as applied in our prior study. All research activities were conducted under local IRB-approved protocols. Results: Forty subjects were enrolled, and their clinical, demographic, and biological characteristics are reported in Table 1. Of these subjects, 23 had EOI-ALC-low and 17 had EOI-ALC-high. Subjects with EOI-ALC-low were 9 times more likely to report Hispanic ethnicity (18/21 EOI-ALC-low subjects, vs. 5/15 EOI-ALC-high subjects, p=0.01). No significant differences in age, sex, or induction therapy regimen were noted between the EOI-ALC groups. Although there was no association between Hispanic ethnicity and MRD status (p=0.26), those with EOI-ALC-low were ~3 times more likely to have positive EOI MRD (p=0.17). We observed no relationship between EOI lymphocyte telomere length, evidence for systemic inflammation, and EOI-ALC. There was also no relationship observed between EOI-ALC and MDBIs in the first 90 days of treatment. Conclusion: In addition to EOI MRD, EOI-ALC is a low-cost, clinically relevant prognostic indicator in pediatric ALL. The relationship between ALC and MRD noted in this study was consistent with our prior observations, albeit not significant due to the relatively small sample size of this cohort. Our results suggest that Hispanic ethnicity is a primary host factor determinant of EOI-ALC, rather than other demographic, treatment, or biological factors. Given that a number of studies have demonstrated poorer survival among Hispanic children diagnosed with ALL, further work is needed to investigate whether genetic ancestry-associated determinants of host immunity may contribute to outcome disparities. Disclosures Aubert: Repeat Diagnostics: Employment.
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,000 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».