Comprehensive High-Sensitivity Mutation Profiling in MPNs: Diagnostic and Prognostic Implications

Background/Objectives: Myeloproliferative neoplasms (MPNs) are clonal hematopoietic stem cell disorders driven by somatic mutations, most commonly those in JAK2, CALR, and MPL. While conventional molecular testing often focuses on these canonical mutations, emerging data suggest that additional mutations and low-variant-allele-frequency (VAF) subclones may contribute to disease progression and prognosis. Methods: We applied ultra-deep targeted sequencing with an error-correction algorithm to analyze bone marrow and peripheral blood samples from 134 patients with essential thrombocythemia (ET), polycythemia vera (PV), primary myelofibrosis (PMF), secondary myelofibrosis (MF), or post-MPN acute leukemia. Targeted sequencing panels were used to detect disease-associated and clonal driver mutations. Matched germline controls were not systematically available. Results: Low-VAF variants (<5%) were identified in 4/16 (25%) CALR, 3/7 (43%) MPL, and 9/11 (82%) TP53 mutations. In contrast, all TP53 mutations identified at leukemic transformation had VAFs >5%, suggesting clonal expansion during progression. Paired sequencing at initial MPN diagnosis and leukemic transformation was available for three patients. JAK2 p.V617F VAFs differed according to treatment timing (Kruskal–Wallis test, p = 0.0138), with lower VAFs observed in untreated patients; however, this association may be influenced by treatment-selection confounding. Mutations in ASXL1 and SRSF2 were occasionally observed in ET and secondary MF, although their prognostic significance remains uncertain. Progression analyses were exploratory because of the limited number of events and longitudinally sampled patients, and formal survival or prognostic modeling was not performed. Conclusions: Ultra-deep error-corrected sequencing enables sensitive detection of low-VAF mutations in MPNs, including subclonal events potentially missed by less sensitive assays. These findings demonstrate the potential utility of high-sensitivity panel-based sequencing for molecular characterization of MPN, while larger longitudinal studies are required to establish the prognostic and clinical significance of these findings.

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Journal
Cancers
Published
2026-08-14
DOI
https://doi.org/10.3390/cancers18162632
Primary Topic
Myeloproliferative Neoplasms: Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00

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article

Comprehensive High-Sensitivity Mutation Profiling in MPNs: Diagnostic and Prognostic Implications

Hye Won Kook, June‐Won Cheong, Ji Eun Jang, Jong Rak Choi et al.
Cancers
Myeloproliferative Neoplasms: Diagnosis and Treatment
article

Comprehensive High-Sensitivity Mutation Profiling in MPNs: Diagnostic and Prognostic Implications

Hye Won Kook, June‐Won Cheong, Ji Eun Jang, Jong Rak Choi, Haerim Chung, Jaewoo Song, Saeam Shin, Jin Seok Kim, Namsoo Kim, Yehyun Kang, Seung-Tae Lee
article en

Abstract

Background/Objectives: Myeloproliferative neoplasms (MPNs) are clonal hematopoietic stem cell disorders driven by somatic mutations, most commonly those in JAK2, CALR, and MPL. While conventional molecular testing often focuses on these canonical mutations, emerging data suggest that additional mutations and low-variant-allele-frequency (VAF) subclones may contribute to disease progression and prognosis. Methods: We applied ultra-deep targeted sequencing with an error-correction algorithm to analyze bone marrow and peripheral blood samples from 134 patients with essential thrombocythemia (ET), polycythemia vera (PV), primary myelofibrosis (PMF), secondary myelofibrosis (MF), or post-MPN acute leukemia. Targeted sequencing panels were used to detect disease-associated and clonal driver mutations. Matched germline controls were not systematically available. Results: Low-VAF variants (<5%) were identified in 4/16 (25%) CALR, 3/7 (43%) MPL, and 9/11 (82%) TP53 mutations. In contrast, all TP53 mutations identified at leukemic transformation had VAFs >5%, suggesting clonal expansion during progression. Paired sequencing at initial MPN diagnosis and leukemic transformation was available for three patients. JAK2 p.V617F VAFs differed according to treatment timing (Kruskal–Wallis test, p = 0.0138), with lower VAFs observed in untreated patients; however, this association may be influenced by treatment-selection confounding. Mutations in ASXL1 and SRSF2 were occasionally observed in ET and secondary MF, although their prognostic significance remains uncertain. Progression analyses were exploratory because of the limited number of events and longitudinally sampled patients, and formal survival or prognostic modeling was not performed. Conclusions: Ultra-deep error-corrected sequencing enables sensitive detection of low-VAF mutations in MPNs, including subclonal events potentially missed by less sensitive assays. These findings demonstrate the potential utility of high-sensitivity panel-based sequencing for molecular characterization of MPN, while larger longitudinal studies are required to establish the prognostic and clinical significance of these findings.

CancersVol. 18(16)
Yonsei University (KR), Nexen (Canada) (CA), Severance Hospital (KR), Genome and Company (South Korea) (KR), Korea Air Force Academy (KR)
National Research Foundation of Korea
Good health and well-being
Openalex Percentile: Top 10%
Myeloproliferative Neoplasms: Diagnosis and Treatment
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