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Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with NPM1‑mutated acute myeloid leukemia

  • Authors:
    • Li Gao
    • Chunxia Zhang
    • Ming Gong
    • Zhengyi Cao
    • Chundi Liu
    • Sijie Wang
    • Zhenling Li
  • View Affiliations / Copyright

    Affiliations: Department of Hematology, China‑Japan Friendship Hospital, Beijing 100029, P.R. China
    Copyright: © Gao et al. This is an open access article distributed under the terms of Creative Commons Attribution License [CC BY_NC 4.0].
  • Article Number: 146
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    Published online on: February 25, 2026
       https://doi.org/10.3892/ol.2026.15499
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Abstract

Acute myeloid leukemia (AML) exhibits substantial genetic heterogeneity in elderly patients. Although validated genomic alterations have improved precision prognostication, incomplete integration of genetic profiles, particularly the underutilization of copy number alterations (CNAs) and copy‑neutral loss of heterozygosity (CN‑LOH), contributes to prognostic uncertainty in elderly patients with nucleophosmin 1 (NPM1)‑mutated AML. To address this gap, the present exploratory single‑center study evaluated 61 elderly patients with NPM1‑mutated AML. Shallow whole‑genome sequencing was used to detect CNAs and CN‑LOH, and targeted next‑generation sequencing was performed to assess mutations in myeloid‑associated genes. Genomic data were integrated with clinical and laboratory parameters to evaluate their prognostic significance. NPM1 subtype A was the predominant variant, and most patients harbored 4 or 5 concurrent somatic mutations, frequently involving fms‑related receptor tyrosine kinase 3 (FLT3), DNA methyltransferase 3 (DNMT3A), tet methylcytosine dioxygenase 2 (TET2), and isocitrate dehydrogenase 2 (IDH2). Overall, 65.57% of patients harbored CNAs and/or CN‑LOH events, with recurrent genomic aberrations including dup(4)(q11q35) in 4 cases. No significant differences in clinical parameters, complete remission rates or overall survival (OS) were observed between CNA/CN‑LOH‑positive and ‑negative groups. However, univariate survival analysis demonstrated that the OS of patients with ≥5 total mutations or ≥3 CNA/CN‑LOH events was significantly shorter compared with that of other patients. Integrative analysis revealed a trend toward shorter OS in patients with FLT3 internal tandem duplication‑positive AML and ≥2 CNA/CN‑LOH events, and longer OS in patients with IDH2‑mutated AML without CNA/CN‑LOH. Multivariate Cox regression analysis tentatively identified ≥3 CNA/CN‑LOH events and ≥5 total mutations as potential independent predictors of a poor prognosis. These findings provide preliminary evidence that integrating CNA/CN‑LOH burden with mutational profiles may improve risk stratification in elderly patients with NPM1‑mutated AML. However, given the small sample size, single‑center design and lack of external validation, larger multi‑center studies are warranted to assess the robustness of these findings.
View Figures

Figure 1

Genomic profiling of mutations in 61
patients with NPM1-mutated acute myeloid leukemia. Pie
charts showing (A) the distribution of NPM1 mutation
subtypes A, B, D and other variants and (B) the frequency of
co-mutation burden. (C) Oncoplot showing the mutational landscape
of the patients. Genes and mutation frequency are presented on the
y-axis; the colored bars represent samples classified by
NPM1 subtype, FLT3-ITD and other FLT3
variants; each column represents 1 patient; and the colored or gray
squares represent the presence of mutations in the corresponding
genes. NPM1, nucleophosmin 1; FLT3, fms-related
receptor tyrosine kinase; ITD, internal tandem duplication.

Figure 2

Distribution of CNAs and CN-LOH
events in 61 patients with acute myeloid leukemia. Pie charts
showing (A) CNA counts and (B) the number of combined CNA/CN-LOH
events. (C) Genome-wide karyotype map of chromosomes 1–22, X and Y,
generated by shallow whole-genome sequencing and visualized using
the plotKaryotype function (GenVisR package, R). Red represents
duplications; blue represents deletions; green represents CN-LOH;
and gray banding represents canonical chromosomal G-banding
(positional annotation). CNAs, copy number alterations; CN-LOH,
copy-neutral loss of heterozygosity.

Figure 3

Kaplan-Meier analysis of overall
survival in 61 patients with acute myeloid leukemia, stratified by
genetic features. (A-C) Survival curves by cumulative mutation
number: (A) ≥3 vs. others, (B) ≥4 vs. others and (C) ≥5 vs. others.
(D-I) Survival by individual genetic mutations: (D) FLT3-ITD
vs. others, (E) DNMT3A mutation vs. others, (F) IDH2
mutation vs. others, (G) TET2 mutation vs. others, (H)
RAS (NRAS/KRAS) mutation vs. others and (I)
PTPN11 mutation vs. others. FLT3-ITD, fms-related
receptor tyrosine kinase-internal tandem duplication;
DNMT3A, DNA methyltransferase 3; IDH2, isocitrate
dehydrogenase 2; TET2, tet methylcytosine dioxygenase 2;
PTPN11, protein tyrosine phosphatase non-receptor type
11.

Figure 4

Kaplan-Meier analysis of overall
survival in 61 patients with acute myeloid leukemia, stratified by
distinct genetic and genomic alteration patterns. Survival analyses
of (A) dup(4)(q11q35) vs. others, (B) CNA/CN-LOH NEG vs. CNA/CN-LOH
POS, (C) ≥2 CNA/CN-LOH events vs. others, (D) ≥3 CNA/CN-LOH events
vs. others, (E) IDH2 mutation + CNA/CN-LOH NEG vs. others
and (F) FLT3-ITD/CNA/CN-LOH combinations, namely
FLT3-ITD negative, FLT3-ITD + 0–1 CNA/CN-LOH events
and FLT3-ITD + ≥2 CNA/CN-LOH events. CNAs, copy number
alteration; CN-LOH, copy-neutral loss of heterozygosity; NEG,
negative; POS, positive; IDH2, isocitrate dehydrogenase 2;
FLT3-ITD, fms-related receptor tyrosine kinase-internal
tandem duplication.
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Copy and paste a formatted citation
Spandidos Publications style
Gao L, Zhang C, Gong M, Cao Z, Liu C, Wang S and Li Z: Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia. Oncol Lett 31: 146, 2026.
APA
Gao, L., Zhang, C., Gong, M., Cao, Z., Liu, C., Wang, S., & Li, Z. (2026). Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia. Oncology Letters, 31, 146. https://doi.org/10.3892/ol.2026.15499
MLA
Gao, L., Zhang, C., Gong, M., Cao, Z., Liu, C., Wang, S., Li, Z."Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia". Oncology Letters 31.4 (2026): 146.
Chicago
Gao, L., Zhang, C., Gong, M., Cao, Z., Liu, C., Wang, S., Li, Z."Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia". Oncology Letters 31, no. 4 (2026): 146. https://doi.org/10.3892/ol.2026.15499
Copy and paste a formatted citation
x
Spandidos Publications style
Gao L, Zhang C, Gong M, Cao Z, Liu C, Wang S and Li Z: Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia. Oncol Lett 31: 146, 2026.
APA
Gao, L., Zhang, C., Gong, M., Cao, Z., Liu, C., Wang, S., & Li, Z. (2026). Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia. Oncology Letters, 31, 146. https://doi.org/10.3892/ol.2026.15499
MLA
Gao, L., Zhang, C., Gong, M., Cao, Z., Liu, C., Wang, S., Li, Z."Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia". Oncology Letters 31.4 (2026): 146.
Chicago
Gao, L., Zhang, C., Gong, M., Cao, Z., Liu, C., Wang, S., Li, Z."Preliminary evidence for the integration of CNAs, CN‑LOH and mutational profiles into the prognostic stratification of elderly patients with <em>NPM1</em>‑mutated acute myeloid leukemia". Oncology Letters 31, no. 4 (2026): 146. https://doi.org/10.3892/ol.2026.15499
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