학술논문

Identifying long-term survivors and those at higher or lower risk of relapse among patients with cytogenetically normal acute myeloid leukemia using a high-dimensional mixture cure model
Document Type
article
Source
Journal of Hematology & Oncology, Vol 17, Iss 1, Pp 1-5 (2024)
Subject
Prognostic classification
Penalized survival model
Regularized survival model
Least absolute shrinkage and selection operator
LASSO
Cox proportional hazards
Diseases of the blood and blood-forming organs
RC633-647.5
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
RC254-282
Language
English
ISSN
1756-8722
Abstract
Abstract Patients with cytogenetically normal acute myeloid leukemia (CN-AML) may harbor prognostically relevant gene mutations and thus be categorized into one of the three 2022 European LeukemiaNet (ELN) genetic-risk groups. Nevertheless, there remains heterogeneity with respect to relapse-free survival (RFS) within these genetic-risk groups. Our training set included 306 adults on Alliance for Clinical Trials in Oncology studies with de novo CN-AML aged