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Updated: May 29, 2026

Murine Model of Leukemia Relapse to Induction Chemotherapy for Acute Lymphoblastic Leukemia
Published on: October 17, 2025
A Risk Model Using Refined Disease Risk Index and 1-Month NK-Cell Count for Relapse in Children and Adults with
Na Zhao1,2,3,4, Rong Chi1,3,4, Kaidi Song1,3,4
1Department of Hematology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, People's Republic of China.
Purpose:
To assess transplant outcomes after umbilical cord blood transplantation (UCBT) in patients with T-cell acute lymphoblastic leukemia/lymphoblastic lymphoma (T-ALL/LBL) and identify factors associated with relapse.
Patients And Methods:
We retrospectively analyzed 105 patients with T-ALL/LBL (age, 2-53 years), who underwent single-unit UCBT as their first transplant at our center between January 2014 and June 2024. Transplant outcomes were assessed in the overall cohort. Relapse-associated factors were identified using Fine-Gray competing-risk regression in the subgroup with available 1-month peripheral blood natural killer (NK) cell measurements (58/105, 55.2%). The 1-month NK-cell count was dichotomized based on the median number in the analyzed cohort. A simplified risk score was derived from the final multivariable model. Model performance was assessed using time-dependent area under the curve (AUC) and calibration analysis.
Results:
In the overall cohort, the 3-year overall survival, progression-free survival, and GVHD-free relapse-free survival were 57.3% (95% CI, 46.9-66.4%), 54.9% (95% CI, 44.9-63.9%), and 49.3% (95% CI, 39.5-58.5%), respectively, and the 3-year cumulative incidence of relapse was 34.5% (95% CI, 25.5-43.6%). In the NK-measured subgroup, multivariable Fine-Gray analysis identified high refined Disease Risk Index (R-DRI) (sHR, 4.561; 95% CI, 1.662-12.51; P = 0.003) and low 1-month NK-cell count (< 0.165 × 109/L) (sHR, 6.175; 95% CI, 1.711-22.280; P = 0.005) as independent factors associated with relapse. A 2-point score stratified patients into low-, intermediate-, and high-risk groups with 3-year relapse incidences of 0, 43.5% (95% CI, 23.3-62.1%), and 89.7% (95% CI, 48.6-98.4%), respectively (P < 0.001). The apparent 3-year AUC was 0.539 (95% CI, 0.255-0.823), and the optimism-corrected AUC was 0.523.
Conclusion:
Relapse remains a major cause of treatment failure after UCBT in T-ALL/LBL. High R-DRI and low 1-month NK-cell count were independently associated with relapse and allowed apparent risk stratification in the development cohort. This exploratory 2-factor model may provide a basis for future studies of relapse assessment incorporating early immune recovery.
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